From d542987779a4b7c13abad05eebe0da6d37e9541b Mon Sep 17 00:00:00 2001 From: Ritchie Date: Thu, 21 Aug 2014 14:32:46 -0400 Subject: [PATCH 01/34] Update README.md --- police-locals/README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/police-locals/README.md b/police-locals/README.md index fa20fc6..fe0162c 100644 --- a/police-locals/README.md +++ b/police-locals/README.md @@ -7,9 +7,7 @@ Includes the cities with the 75 largest police forces, with the exception of Hon The Census Bureau numbers are potentially going to differ from other counts for three reasons: 1. The census category for police officers also includes sheriffs, transit police and others who might not be under the same jurisdiction as a city’s police department proper. The census category won’t include private security officers. - 2. The census data is estimated from 2006 to 2010; police forces may have changed in size since then. - 3. There is always a margin of error in census numbers; they are estimates, not complete counts. __How to read `police-locals.csv`__ From 1677f774c5689e75568891e47439a1fc59c8aef4 Mon Sep 17 00:00:00 2001 From: andrewflowers Date: Fri, 5 Sep 2014 14:06:35 -0400 Subject: [PATCH 02/34] flying etiquette survey data --- flying-etiquette/flying-etiquette.csv | 1 + flying-etiquette/flying_readme.txt | 66 +++++++++++++++++++++++++++ 2 files changed, 67 insertions(+) create mode 100644 flying-etiquette/flying-etiquette.csv create mode 100644 flying-etiquette/flying_readme.txt diff --git a/flying-etiquette/flying-etiquette.csv b/flying-etiquette/flying-etiquette.csv new file mode 100644 index 0000000..bdacc22 --- /dev/null +++ b/flying-etiquette/flying-etiquette.csv @@ -0,0 +1 @@ +RespondentID,How often do you travel by plane?,Do you ever recline your seat when you fly?,How tall are you?,Do you have any children under 18?,"In a row of three seats, who should get to use the two arm rests?","In a row of two seats, who should get to use the middle arm rest?",Who should have control over the window shade?,Is itrude to move to an unsold seat on a plane?,"Generally speaking, is it rude to say more than a few words tothe stranger sitting next to you on a plane?","On a 6 hour flight from NYC to LA, how many times is it acceptable to get up if you're not in an aisle seat?","Under normal circumstances, does a person who reclines their seat during a flight have any obligation to the person sitting behind them?",Is itrude to recline your seat on a plane?,"Given the opportunity, would you eliminate the possibility of reclining seats on planes entirely?",Is it rude to ask someone to switch seats with you in order to be closer to friends?,Is itrude to ask someone to switch seats with you in order to be closer to family?,Is it rude to wake a passenger up if you are trying to go to the bathroom?,Is itrude to wake a passenger up if you are trying to walk around?,"In general, is itrude to bring a baby on a plane?","In general, is it rude to knowingly bring unruly children on a plane?",Have you ever used personal electronics during take off or landing in violation of a flight attendant's direction?,Have you ever smoked a cigarette in an airplane bathroom when it was against the rules?,Gender,Age,Household Income,Education,Location (Census Region) 3436139758,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3434278696,Once a year or less,About half the time,"6'3""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,,Graduate degree,Pacific 3434275578,Once a year or less,Usually,"5'8""",No,Whoever puts their arm on the arm rest first,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,Pacific 3434268208,Once a year or less,Always,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,Pacific 3434250245,Once a month or less,About half the time,"5'7""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,Pacific 3434245875,Once a year or less,Usually,"5'9""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$25,000 - $49,999",Graduate degree,East North Central 3434235351,Once a month or less,Once in a while,"6'2""",Yes,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,150000,Some college or Associate degree,Pacific 3434218031,Once a year or less,Once in a while,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,New England 3434213681,Once a year or less,Once in a while,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,,,,,,,,,,,,, 3434172894,Once a year or less,Never,"5'6""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"Yes, very rude","Yes, very rude",It is not okay to get up during flight,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,Pacific 3434165659,Once a month or less,Usually,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",High school degree,Mountain 3434164339,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3434161941,Once a year or less,Never,"5'7""",,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,,,,,,,,,,,,, 3434155493,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,"$100,000 - $149,999",Some college or Associate degree,Pacific 3434132453,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,,High school degree,South Atlantic 3434131535,Once a year or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,18-29,150000,Some college or Associate degree,East South Central 3434125180,A few times per week,,,,,,,,,,,,,,,,,,,,,,,,, 3434122066,Once a year or less,Always,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$100,000 - $149,999",Some college or Associate degree,Middle Atlantic 3434114105,Once a year or less,Once in a while,"6'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,No,Male,30-44,150000,Bachelor degree,West North Central 3434109246,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3434107997,Once a year or less,Never,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,"$25,000 - $49,999",Bachelor degree,South Atlantic 3434100967,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,East North Central 3434087928,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$50,000 - $99,999",Bachelor degree,East North Central 3434084098,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$0 - $24,999",Some college or Associate degree,East North Central 3434071488,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3434061256,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,,High school degree,Middle Atlantic 3434059758,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3434052290,Once a year or less,Once in a while,"6'0""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,30-44,"$25,000 - $49,999",Bachelor degree,East North Central 3434049700,Once a year or less,About half the time,"6'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,18-29,"$50,000 - $99,999",Some college or Associate degree,West South Central 3434041278,Once a year or less,Always,"5'6""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,150000,Some college or Associate degree,Pacific 3434033301,Once a year or less,About half the time,"5'11""",No,The people in the aisle and window seats get both arm rests,The person in aisle,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, very rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,18-29,,Bachelor degree,Middle Atlantic 3434024435,Once a year or less,Never,"5'10""",No,The arm rests should be shared,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","Yes, very rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3434018106,A few times per week,,,,,,,,,,,,,,,,,,,,,,,,, 3434016416,Once a year or less,Once in a while,"6'2""",Yes,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,West South Central 3434013636,Every day,Usually,"5'7""",Yes,Whoever puts their arm on the arm rest first,The person in aisle,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Once,"No, the person on the flight has no obligation to the person behind them","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",Yes,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,Pacific 3434009177,Once a year or less,Never,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,"$50,000 - $99,999",Some college or Associate degree,Pacific 3434003204,Once a year or less,About half the time,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,18-29,"$0 - $24,999",Bachelor degree,Pacific 3434003093,Once a year or less,Once in a while,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,Pacific 3433976285,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,,High school degree,South Atlantic 3433973110,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,"$25,000 - $49,999",Some college or Associate degree,West South Central 3433964953,Once a year or less,Usually,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,18-29,"$0 - $24,999",High school degree,Pacific 3433964124,Once a year or less,Once in a while,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,,Bachelor degree,New England 3433957540,Once a year or less,Never,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,No,Male,18-29,"$25,000 - $49,999",Bachelor degree,Pacific 3433954490,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,East South Central 3433928804,Once a year or less,Once in a while,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,150000,Bachelor degree,South Atlantic 3433926438,A few times per month,About half the time,"6'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,,Graduate degree,South Atlantic 3433914630,Once a year or less,Once in a while,"6'4""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,Mountain 3433912503,Once a year or less,Never,"6'0""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude",No,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,East North Central 3433895905,Once a year or less,Once in a while,"5'10""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3433890093,Once a year or less,Always,"6'0""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,18-29,"$0 - $24,999",Bachelor degree,Pacific 3433882884,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,"$0 - $24,999",Some college or Associate degree,East North Central 3433881615,A few times per month,Usually,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,West North Central 3433880747,Once a year or less,Once in a while,"5'9""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,Mountain 3433877510,Once a year or less,Once in a while,"6'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,,Graduate degree,East North Central 3433877337,Once a month or less,Once in a while,"6'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,East North Central 3433873724,Once a month or less,Once in a while,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,"$25,000 - $49,999",Bachelor degree,Pacific 3433863512,Once a month or less,Usually,"6'6"" and above",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,30-44,,Graduate degree,Pacific 3433853098,Once a year or less,Usually,"5'10""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Graduate degree,West South Central 3433847365,Once a year or less,About half the time,"6'1""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,New England 3433842253,Once a year or less,Never,"5'10""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,150000,Graduate degree,South Atlantic 3433809714,Once a year or less,Never,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,150000,Bachelor degree,East North Central 3433791959,Once a month or less,Usually,"6'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",Yes,No,Male,30-44,"$0 - $24,999",Graduate degree,Pacific 3433766902,Once a month or less,Once in a while,"5'8""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$100,000 - $149,999",Some college or Associate degree,Pacific 3433704267,Once a year or less,Always,"5'9""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,,,,,,,,,,,,, 3433702768,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,Middle Atlantic 3433696677,Once a year or less,Usually,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,South Atlantic 3433682046,Once a year or less,Never,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",High school degree,Pacific 3433675127,Once a year or less,Once in a while,"6'4""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,"$50,000 - $99,999",Some college or Associate degree,West South Central 3433674615,Once a month or less,Once in a while,"5'9""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$100,000 - $149,999",Graduate degree,East North Central 3433674116,Once a year or less,Never,"5'10""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,"$0 - $24,999",Bachelor degree,East North Central 3433673902,Once a year or less,Once in a while,Under 5 ft.,No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,18-29,"$25,000 - $49,999",Less than high school degree,South Atlantic 3433669889,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,"$0 - $24,999",Some college or Associate degree,East South Central 3433547088,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,150000,Some college or Associate degree,Mountain 3433546426,Once a month or less,Once in a while,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Graduate degree,West North Central 3433532135,Once a year or less,Always,"6'4""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,East North Central 3433529889,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,Pacific 3433508090,Once a year or less,Once in a while,"5'8""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,Pacific 3433505616,Once a year or less,Never,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3433498776,Once a year or less,Usually,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$100,000 - $149,999",High school degree,South Atlantic 3433491130,Once a year or less,Never,"5'6""",No,Other (please specify),The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,18-29,"$0 - $24,999",High school degree,West South Central 3433481077,Once a year or less,Usually,"5'9""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Male,30-44,,High school degree,Middle Atlantic 3433469104,Once a year or less,Always,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,"$0 - $24,999",Bachelor degree,West South Central 3433455019,Once a year or less,Usually,"6'2""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,30-44,"$25,000 - $49,999",Bachelor degree,East North Central 3433451973,Once a year or less,Never,"6'0""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, very rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$100,000 - $149,999",Some college or Associate degree,West South Central 3433444761,Once a month or less,Once in a while,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,,Bachelor degree,Pacific 3433443270,Once a month or less,Never,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,30-44,,Bachelor degree,Pacific 3433421347,Once a year or less,Usually,"6'2""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",Graduate degree,Pacific 3433413347,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,,Bachelor degree,South Atlantic 3433408077,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,,Some college or Associate degree,South Atlantic 3433405051,Once a year or less,Once in a while,"6'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Graduate degree,West South Central 3433400808,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3433400150,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,"$50,000 - $99,999",Bachelor degree,West South Central 3433396155,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3433387742,Once a month or less,Always,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,Mountain 3433383009,Once a year or less,Always,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$25,000 - $49,999",Bachelor degree,East North Central 3433381681,Once a month or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,East South Central 3433379314,Once a year or less,Never,"6'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,West North Central 3433372314,Once a year or less,Always,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,West North Central 3433370920,Once a year or less,Once in a while,"6'2""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Once,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Graduate degree,East North Central 3433368700,Once a year or less,Once in a while,"6'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3433368365,Once a month or less,Usually,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,150000,Graduate degree,South Atlantic 3433366122,Once a year or less,Always,"6'3""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",No,"Yes, very rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Less than high school degree,Mountain 3433365905,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",High school degree,Mountain 3433365410,Once a year or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,> 60,,Graduate degree,Mountain 3433365207,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3433363377,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$100,000 - $149,999",Graduate degree, 3433361838,Once a year or less,Once in a while,"6'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Graduate degree,West South Central 3433358233,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$100,000 - $149,999",Graduate degree,Pacific 3433356966,Once a year or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,150000,Graduate degree,Pacific 3433355321,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$0 - $24,999",Some college or Associate degree,East North Central 3433351077,Once a year or less,About half the time,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Some college or Associate degree,West South Central 3433347213,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$50,000 - $99,999",Some college or Associate degree,Pacific 3433343494,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Bachelor degree,Mountain 3433342645,Once a month or less,Never,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",Yes,No,Male,18-29,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3433339828,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,,Some college or Associate degree,Middle Atlantic 3433339691,Once a year or less,Once in a while,"5'11""",No,The people in the aisle and window seats get both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,,Graduate degree,Middle Atlantic 3433339394,Once a month or less,Never,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,Pacific 3433335323,Once a month or less,Usually,"6'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",Some college or Associate degree,Pacific 3433334272,Once a month or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,,Bachelor degree,Pacific 3433333817,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,,High school degree,Mountain 3433332557,Once a year or less,Never,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,,Graduate degree,Middle Atlantic 3433330676,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,,Graduate degree,Pacific 3433329602,Once a year or less,About half the time,"5'11""",Yes,The people in the aisle and window seats get both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$100,000 - $149,999",Graduate degree,East South Central 3433327095,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, very rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Graduate degree,West North Central 3433323600,Once a year or less,Usually,"5'10""",No,Other (please specify),The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,> 60,"$25,000 - $49,999",Bachelor degree,East North Central 3433322189,Once a year or less,About half the time,"5'9""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3433321137,Once a year or less,Always,"6'5""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",Bachelor degree,Pacific 3433314320,Once a year or less,Always,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Male,> 60,"$100,000 - $149,999",Some college or Associate degree,Pacific 3433313301,Once a year or less,Once in a while,"5'9""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Graduate degree,West North Central 3433312937,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,"$25,000 - $49,999",High school degree,East North Central 3433309728,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3433309493,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$0 - $24,999",High school degree,Pacific 3433308627,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,East North Central 3433307964,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$0 - $24,999",Some college or Associate degree,West North Central 3433307757,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,Middle Atlantic 3433307051,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",High school degree,East North Central 3433305065,Once a year or less,Usually,Under 5 ft.,No,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,Pacific 3433304709,Once a year or less,Usually,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,East North Central 3433304455,Once a year or less,Always,"5'0""",No,The arm rests should be shared,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,150000,Graduate degree,Middle Atlantic 3433303387,Once a month or less,About half the time,"5'11""",No,The person in the middle seat gets both arm rests,Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Male,> 60,150000,Bachelor degree,Mountain 3433300838,Once a year or less,About half the time,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$25,000 - $49,999",High school degree,New England 3433300075,Once a year or less,Usually,"6'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3433299462,Once a year or less,Once in a while,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,West North Central 3433297138,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$0 - $24,999",Graduate degree,Mountain 3433294983,Once a year or less,Never,"5'3""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, very rude","Yes, very rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3433292275,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,,Bachelor degree,Pacific 3433292263,Once a year or less,Usually,"5'6""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Bachelor degree,Pacific 3433292155,Once a year or less,Usually,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,,Bachelor degree,Middle Atlantic 3433292151,Once a month or less,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,East South Central 3433289256,Once a year or less,Usually,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,Pacific 3433285778,Once a month or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,East North Central 3433285772,Once a year or less,Never,"5'5""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$25,000 - $49,999",Graduate degree,New England 3433285767,Once a year or less,Usually,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$0 - $24,999",High school degree,South Atlantic 3433284694,Once a year or less,Usually,"5'9""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, very rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,West North Central 3433284218,Once a year or less,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$25,000 - $49,999",Some college or Associate degree,Pacific 3433282292,Once a year or less,Never,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3433282169,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$0 - $24,999",Bachelor degree,West North Central 3433281784,Once a year or less,Always,"6'0""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$100,000 - $149,999",Bachelor degree,Pacific 3433280971,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$0 - $24,999",Bachelor degree,South Atlantic 3433280373,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$25,000 - $49,999",Some college or Associate degree,Middle Atlantic 3433279839,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$25,000 - $49,999",Some college or Associate degree,Pacific 3433279798,A few times per month,Once in a while,"6'4""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,150000,Graduate degree,Pacific 3433278680,A few times per month,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, very rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,South Atlantic 3433278304,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$25,000 - $49,999",Bachelor degree,Pacific 3433277841,Once a year or less,Once in a while,"6'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",It is not okay to get up during flight,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3433275891,Once a month or less,Once in a while,"5'6""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",High school degree,West South Central 3433274937,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$0 - $24,999",Some college or Associate degree,Middle Atlantic 3433273649,Once a year or less,Usually,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,> 60,"$50,000 - $99,999",Graduate degree,Pacific 3433273447,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,,Graduate degree,East North Central 3433273305,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,West North Central 3433270331,A few times per week,Always,"6'5""",Yes,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,Yes,Male,45-60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3433269181,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$25,000 - $49,999",Bachelor degree,South Atlantic 3433268645,Once a month or less,Always,"5'9""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"Yes, very rude","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,,,,, 3433268138,Once a year or less,Always,"6'0""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",Yes,No,Male,45-60,"$100,000 - $149,999",Graduate degree,West South Central 3433265290,Once a year or less,Once in a while,"5'10""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$100,000 - $149,999",Graduate degree,Pacific 3433265138,Once a year or less,Once in a while,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$25,000 - $49,999",Bachelor degree,Pacific 3433263834,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$0 - $24,999",Some college or Associate degree,Pacific 3433263574,Once a year or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3433262682,Once a year or less,About half the time,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,,Some college or Associate degree,South Atlantic 3433262269,Once a month or less,Always,"5'9""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",Some college or Associate degree,Middle Atlantic 3433261318,Once a year or less,Always,"6'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$25,000 - $49,999",Bachelor degree,East North Central 3433260894,Once a year or less,Usually,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,,Graduate degree,West North Central 3433260889,Once a month or less,About half the time,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,150000,Bachelor degree,East North Central 3433260449,Once a year or less,Once in a while,"6'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,,Bachelor degree,Pacific 3433260241,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,,Bachelor degree,West South Central 3433259149,Once a year or less,About half the time,Under 5 ft.,Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$0 - $24,999",Graduate degree,South Atlantic 3433259146,Once a year or less,Once in a while,"5'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$25,000 - $49,999",Bachelor degree,West North Central 3433258577,A few times per month,Always,"5'8""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$100,000 - $149,999",Bachelor degree,South Atlantic 3433258429,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,New England 3433257810,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3433256501,Once a month or less,Once in a while,"5'2""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,East North Central 3433256432,Once a year or less,Never,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,South Atlantic 3433254127,Every day,Always,"6'6"" and above",Yes,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"Yes, very rude","Yes, very rude",It is not okay to get up during flight,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude",Yes,Yes,Female,30-44,,,Pacific 3433254063,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$25,000 - $49,999",Graduate degree,Middle Atlantic 3433253031,Once a month or less,Always,Under 5 ft.,Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, very rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,West North Central 3433252843,Once a year or less,Never,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,,Graduate degree,West North Central 3433251770,Once a year or less,Once in a while,"5'5""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$0 - $24,999",Graduate degree,Middle Atlantic 3433250869,Once a month or less,About half the time,"5'3""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,"$25,000 - $49,999",Less than high school degree,Middle Atlantic 3433249096,Once a year or less,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, very rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,30-44,"$0 - $24,999",Bachelor degree,Mountain 3433246146,Once a year or less,Usually,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3433244090,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$25,000 - $49,999",Graduate degree,South Atlantic 3433241823,Once a year or less,Never,"5'3""",No,The people in the aisle and window seats get both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, very rude","Yes, very rude",Once,"No, the person on the flight has no obligation to the person behind them","Yes, very rude",No,"Yes, very rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","No, not at all rude",Yes,No,Female,30-44,,High school degree,East North Central 3433240354,A few times per month,Never,"5'11""",Yes,The person in the middle seat gets both arm rests,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,West South Central 3433238615,Once a month or less,Usually,"5'9""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3433238383,Once a year or less,Once in a while,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,150000,Graduate degree, 3433237336,Once a year or less,About half the time,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$25,000 - $49,999",Graduate degree,Pacific 3433235280,Once a year or less,Once in a while,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Some college or Associate degree,West South Central 3433234647,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$0 - $24,999",Some college or Associate degree,East North Central 3433234161,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,Pacific 3433227282,Once a year or less,Once in a while,"5'9""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,45-60,150000,Graduate degree,Mountain 3433227239,Once a year or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",High school degree,South Atlantic 3433225123,Once a month or less,Usually,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,West South Central 3433225120,Once a year or less,About half the time,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Graduate degree, 3433221584,Once a month or less,Usually,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,Pacific 3433219834,Once a year or less,Once in a while,"5'4""",Yes,The arm rests should be shared,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,West North Central 3433219750,Once a year or less,Usually,"5'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Graduate degree,New England 3433219337,Once a month or less,Never,"5'7""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,East North Central 3433219199,Once a year or less,About half the time,"5'11""",Yes,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,Pacific 3433219186,Once a year or less,Once in a while,"6'4""",Yes,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, very rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,Pacific 3433218213,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$25,000 - $49,999",Bachelor degree,South Atlantic 3433213189,Once a year or less,Never,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,Pacific 3433212442,Once a year or less,Never,"6'2""",No,The people in the aisle and window seats get both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,18-29,,High school degree,South Atlantic 3433212352,Once a year or less,Once in a while,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,> 60,150000,Bachelor degree,Pacific 3433212324,Once a year or less,Usually,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3433210555,Once a year or less,Always,"5'3""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,Pacific 3433209371,Once a year or less,Always,"5'8""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",Some college or Associate degree,Mountain 3433207203,Once a year or less,Always,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,,,,, 3433206921,Once a year or less,Always,Under 5 ft.,No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, very rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3433204206,Once a year or less,About half the time,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,,Graduate degree,West South Central 3433203817,Once a year or less,Always,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,150000,Bachelor degree,East South Central 3433203775,Once a year or less,About half the time,"5'7""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$0 - $24,999",Some college or Associate degree,South Atlantic 3433203355,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$50,000 - $99,999",Bachelor degree,Mountain 3433202893,Once a month or less,About half the time,"5'6""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,West South Central 3433202043,Once a year or less,Always,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3433197818,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$100,000 - $149,999",High school degree, 3433195418,Once a month or less,About half the time,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Bachelor degree,Middle Atlantic 3433194100,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3433191468,Once a year or less,Usually,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$0 - $24,999",Some college or Associate degree,Middle Atlantic 3433189481,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$0 - $24,999",High school degree,Middle Atlantic 3433186047,Once a year or less,Usually,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,Mountain 3433185242,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3433184541,Once a month or less,Never,"6'2""",,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","Yes, very rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,East North Central 3433184499,Once a year or less,Always,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,South Atlantic 3433183494,Once a year or less,Usually,"6'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,East North Central 3433183371,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,150000,Graduate degree,South Atlantic 3433182349,Once a month or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,Middle Atlantic 3433181353,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3433180795,Once a month or less,Once in a while,"5'6""",Yes,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,30-44,"$50,000 - $99,999",,New England 3433178932,Once a year or less,Once in a while,"5'3""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,Mountain 3433175909,Once a year or less,Usually,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,Pacific 3433174882,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,East North Central 3433173989,Never,,,,,,,,,,,,,,,,,,,,,,,,, 3433173622,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$25,000 - $49,999",Some college or Associate degree,Middle Atlantic 3433169661,Once a month or less,About half the time,"5'8""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Male,18-29,,Some college or Associate degree,South Atlantic 3433169369,Once a year or less,Usually,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,Pacific 3433167815,Once a year or less,Usually,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,West South Central 3433166875,Once a year or less,Once in a while,"5'11""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",Yes,No,Male,30-44,"$50,000 - $99,999",Graduate degree,Pacific 3433166173,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,,High school degree,South Atlantic 3433154896,Once a year or less,About half the time,Under 5 ft.,No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Female,30-44,"$0 - $24,999",Some college or Associate degree,East North Central 3433154561,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3433152440,Once a year or less,Always,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$25,000 - $49,999",Graduate degree,Middle Atlantic 3433152270,Once a year or less,Always,"5'7""",Yes,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Bachelor degree,Pacific 3433151150,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Bachelor degree,West North Central 3433147945,Once a year or less,Never,"5'6""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3433142536,Once a year or less,About half the time,"5'6""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,30-44,,Graduate degree,Middle Atlantic 3433138607,Once a year or less,Always,"5'10""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Bachelor degree,East North Central 3433136902,Once a year or less,Once in a while,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",High school degree,East South Central 3433134491,Once a year or less,Once in a while,"5'6""",Yes,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Female,30-44,"$50,000 - $99,999",High school degree,Mountain 3433134128,Once a year or less,Never,"5'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,South Atlantic 3433133066,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,150000,Some college or Associate degree,South Atlantic 3433132169,Once a year or less,Usually,"5'7""",No,Whoever puts their arm on the arm rest first,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3433131247,Once a month or less,Never,"6'0""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Male,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3433130085,Once a year or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,West North Central 3433128680,Once a month or less,Never,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"Yes, very rude","Yes, very rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,,Bachelor degree,Mountain 3433127456,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$0 - $24,999",Some college or Associate degree,Mountain 3433127355,Once a year or less,Always,"5'4""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","Yes, somewhat rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,Pacific 3433127341,Once a year or less,Once in a while,"6'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3433126810,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$25,000 - $49,999",Bachelor degree,East North Central 3433125333,Once a year or less,Once in a while,Under 5 ft.,No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,East North Central 3433125109,A few times per month,Always,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,30-44,150000,Graduate degree,Middle Atlantic 3433124803,Once a month or less,Never,"6'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,18-29,"$25,000 - $49,999",Bachelor degree,Pacific 3433123624,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3433122984,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,,Some college or Associate degree,Middle Atlantic 3433122572,Once a year or less,Never,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,30-44,"$25,000 - $49,999",High school degree,West South Central 3433120295,Once a year or less,Never,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,New England 3433119106,A few times per month,Usually,"5'6""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Bachelor degree,East South Central 3433118974,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Female,30-44,"$25,000 - $49,999",Graduate degree,East South Central 3433118369,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,"$50,000 - $99,999",Bachelor degree,New England 3433117854,Once a year or less,Never,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",High school degree,Middle Atlantic 3433116022,Once a year or less,Always,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,> 60,150000,Graduate degree,Middle Atlantic 3433113130,Once a month or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,30-44,150000,Some college or Associate degree,East North Central 3433112973,Once a year or less,Once in a while,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,New England 3433111977,Once a year or less,Always,"5'5""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,East North Central 3433111959,Once a year or less,Never,"6'3""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,150000,Graduate degree,Pacific 3433107832,Once a month or less,Always,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,150000,Graduate degree,South Atlantic 3433107608,Once a year or less,Never,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$25,000 - $49,999",Bachelor degree,Mountain 3433106334,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$0 - $24,999",Some college or Associate degree,Pacific 3433106170,Once a year or less,Once in a while,Under 5 ft.,No,The people in the aisle and window seats get both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3433104895,Once a year or less,Never,"5'5""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree, 3433101109,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,,High school degree,Middle Atlantic 3433100773,Once a year or less,Once in a while,"5'7""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","Yes, very rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,150000,Graduate degree,New England 3433100648,Once a year or less,Usually,"5'10""",Yes,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$25,000 - $49,999",Some college or Associate degree,Pacific 3433100189,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$25,000 - $49,999",High school degree,Pacific 3433099083,Once a month or less,Once in a while,"5'7""",No,The people in the aisle and window seats get both arm rests,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,150000,Graduate degree,South Atlantic 3433092925,Once a month or less,About half the time,"6'3""",No,The people in the aisle and window seats get both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,Pacific 3433092542,Once a year or less,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$100,000 - $149,999",Some college or Associate degree,Middle Atlantic 3433092034,Once a year or less,Once in a while,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$25,000 - $49,999",Graduate degree,South Atlantic 3433091714,Once a year or less,Never,"5'1""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",Yes,No,Female,> 60,,Graduate degree,South Atlantic 3433091359,Once a year or less,Once in a while,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$25,000 - $49,999",Graduate degree,Mountain 3433089571,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$0 - $24,999",Bachelor degree,West South Central 3433089108,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$25,000 - $49,999",High school degree,Pacific 3433085566,Once a year or less,Usually,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,150000,Graduate degree,Middle Atlantic 3433081885,Once a year or less,Usually,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",Yes,No,Male,> 60,150000,Some college or Associate degree,Pacific 3433081158,Once a year or less,Never,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,South Atlantic 3433075339,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,150000,Bachelor degree,South Atlantic 3433070885,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$100,000 - $149,999",Bachelor degree,New England 3433070481,Once a year or less,Never,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,150000,Bachelor degree,West South Central 3433068348,Once a year or less,Never,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,East North Central 3433066014,Once a month or less,Usually,"5'3""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3433065951,Once a year or less,About half the time,"5'4""",Yes,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,30-44,"$100,000 - $149,999",Bachelor degree,Mountain 3433065628,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$0 - $24,999",Some college or Associate degree,West South Central 3433061705,Once a year or less,About half the time,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3433060473,Once a month or less,About half the time,"6'3""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",,,,,,,,, 3433060186,Once a year or less,Usually,"5'8""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$0 - $24,999",Bachelor degree,Mountain 3433059796,Once a year or less,About half the time,"5'5""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,South Atlantic 3433058854,Never,,,,,,,,,,,,,,,,,,,,,,,,, 3433058367,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$50,000 - $99,999",Some college or Associate degree,West North Central 3433056786,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,150000,Bachelor degree,South Atlantic 3433056614,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$0 - $24,999",Some college or Associate degree,Pacific 3433055279,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,"$0 - $24,999",Bachelor degree,Middle Atlantic 3433048675,Once a month or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$100,000 - $149,999",Bachelor degree,East North Central 3433047339,Once a year or less,Once in a while,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3433047308,Once a month or less,About half the time,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",Yes,No,Male,30-44,"$50,000 - $99,999",Graduate degree,East North Central 3433046738,Once a year or less,About half the time,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,East North Central 3433046022,Once a year or less,Always,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$25,000 - $49,999",Some college or Associate degree,East North Central 3433045463,A few times per month,Always,"5'5""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3433044521,Once a year or less,Always,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",Yes,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3433042186,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","Yes, very rude",It is not okay to get up during flight,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,Pacific 3433041420,Once a year or less,Always,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, very rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$25,000 - $49,999",High school degree,South Atlantic 3433040924,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3433040828,Once a year or less,Once in a while,"5'8""",No,,,,,,,,,,,,,,,,,,,,,, 3433040639,Once a year or less,About half the time,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Some college or Associate degree,Pacific 3433040502,Once a year or less,Usually,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,,Bachelor degree,Mountain 3433040208,Once a year or less,Never,"5'11""",,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,,,,,,,,,,,,, 3433038916,Once a year or less,Usually,"5'2""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,18-29,"$0 - $24,999",Graduate degree,West South Central 3433038337,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,,High school degree,Pacific 3433038245,Once a year or less,About half the time,"6'0""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,150000,Some college or Associate degree,New England 3433036321,Once a year or less,Never,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,West North Central 3433036205,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$50,000 - $99,999",Graduate degree,West South Central 3433032917,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$25,000 - $49,999",Graduate degree,Pacific 3433026928,Once a month or less,Once in a while,"5'11""",Yes,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Graduate degree,Middle Atlantic 3433024395,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3433024187,Once a month or less,Once in a while,"6'0""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Graduate degree,East South Central 3433020399,Once a year or less,Always,"5'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,> 60,,Some college or Associate degree,West North Central 3433018911,Once a year or less,Never,"5'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Some college or Associate degree,West North Central 3433016483,Once a year or less,Always,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,150000,Bachelor degree,Pacific 3433011754,Once a year or less,Usually,"5'7""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3433010954,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,"$50,000 - $99,999",High school degree,Pacific 3433010053,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$50,000 - $99,999",High school degree,East North Central 3433006165,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,East South Central 3433005536,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,New England 3433003776,Once a month or less,Usually,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$25,000 - $49,999",Graduate degree,West South Central 3433003301,Once a year or less,About half the time,"5'4""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,,Some college or Associate degree,Mountain 3433000796,Once a year or less,About half the time,"5'5""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,West North Central 3432997737,Once a year or less,Once in a while,"5'11""",Yes,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",High school degree,East North Central 3432993607,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$25,000 - $49,999",Some college or Associate degree,East North Central 3432985328,Once a month or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,,,,, 3432985270,Once a year or less,Always,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,East South Central 3432984528,Once a year or less,About half the time,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,East North Central 3432984086,Once a year or less,Usually,"5'11""",No,Whoever puts their arm on the arm rest first,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,,Some college or Associate degree,West South Central 3432983878,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$25,000 - $49,999",Some college or Associate degree,East North Central 3432982461,A few times per month,About half the time,"5'6""",Yes,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,150000,Bachelor degree,West South Central 3432981710,Once a year or less,Always,"5'6""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Female,45-60,"$50,000 - $99,999",Graduate degree,New England 3432981204,Once a year or less,Once in a while,"6'2""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,South Atlantic 3432979719,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3432975899,Once a year or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,Pacific 3432974561,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$25,000 - $49,999",Some college or Associate degree,New England 3432973828,A few times per month,Always,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,45-60,,Graduate degree,West South Central 3432972333,Once a year or less,Usually,"5'5""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3432970038,Once a month or less,Usually,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,Pacific 3432968822,Once a year or less,Always,"5'11""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3432965050,Once a month or less,About half the time,"5'3""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,30-44,,Graduate degree,Pacific 3432963197,Once a month or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3432962590,Once a year or less,About half the time,"5'8""",Yes,Other (please specify),The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,West North Central 3432960705,Once a year or less,About half the time,"5'2""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Bachelor degree,Mountain 3432952223,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3432949297,Once a month or less,Once in a while,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,150000,Bachelor degree,West South Central 3432946991,Once a year or less,Usually,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$25,000 - $49,999",Bachelor degree,Middle Atlantic 3432944386,Once a year or less,About half the time,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,New England 3432942662,Once a year or less,Always,"5'11""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Graduate degree,Pacific 3432941768,A few times per month,Never,"5'8""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,150000,Some college or Associate degree,Pacific 3432941469,Once a year or less,About half the time,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,West North Central 3432940589,Once a year or less,Never,"5'2""",Yes,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,,,,, 3432940391,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,,Graduate degree,Middle Atlantic 3432939803,Once a year or less,Always,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,Mountain 3432938209,Once a month or less,Always,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Bachelor degree, 3432936449,Once a year or less,Usually,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,New England 3432929915,Once a month or less,Once in a while,"5'3""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, very rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,,Graduate degree,West South Central 3432928226,Once a year or less,Usually,"5'11""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$0 - $24,999",Some college or Associate degree,Middle Atlantic 3432927637,Once a month or less,Always,"5'0""",No,Other (please specify),The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, very rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3432923463,Once a year or less,Usually,"5'9""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3432918978,Once a month or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,West North Central 3432918795,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$0 - $24,999",Some college or Associate degree,Mountain 3432918732,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$0 - $24,999",Some college or Associate degree,East North Central 3432918182,Once a year or less,Always,"5'4""",Yes,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$25,000 - $49,999",Some college or Associate degree,East North Central 3432913287,Once a year or less,About half the time,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,,Graduate degree,South Atlantic 3432911727,Once a year or less,Always,"5'3""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,,Bachelor degree,West North Central 3432911349,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3432907771,Once a year or less,Never,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,150000,Graduate degree,South Atlantic 3432907735,Once a year or less,Always,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$100,000 - $149,999",Bachelor degree,South Atlantic 3432907691,Once a year or less,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$25,000 - $49,999",Some college or Associate degree,West South Central 3432904458,Once a year or less,Usually,"5'7""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",High school degree,East North Central 3432903879,Once a year or less,About half the time,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,Mountain 3432902085,Once a month or less,About half the time,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,Pacific 3432898980,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$50,000 - $99,999",Graduate degree, 3432893247,Once a year or less,Once in a while,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,"$100,000 - $149,999",Some college or Associate degree,Pacific 3432892407,Once a year or less,Once in a while,"5'3""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,,Some college or Associate degree,East North Central 3432889720,Once a year or less,About half the time,"5'3""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,East North Central 3432888725,Once a year or less,Never,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,West South Central 3432882886,Once a month or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,No,Male,30-44,,Graduate degree,West South Central 3432882055,Once a year or less,Usually,"5'3""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",High school degree,South Atlantic 3432874714,Once a year or less,Always,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Male,18-29,150000,Bachelor degree,Middle Atlantic 3432870182,Once a month or less,Once in a while,"5'1""",No,The arm rests should be shared,Other (please specify),Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,South Atlantic 3432863942,Once a month or less,Never,"6'3""",Yes,Whoever puts their arm on the arm rest first,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,Middle Atlantic 3432863119,Once a year or less,Always,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$25,000 - $49,999",High school degree,East North Central 3432861352,Once a year or less,Once in a while,"5'2""",No,Other (please specify),The person by the window,Everyone in the row should have some say,"No, not rude at all","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,45-60,150000,Graduate degree,South Atlantic 3432860870,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,West South Central 3432860498,Once a month or less,Once in a while,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Graduate degree,West South Central 3432859575,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$0 - $24,999",Some college or Associate degree,Pacific 3432858420,Once a year or less,Usually,"5'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",High school degree,West North Central 3432855362,Once a year or less,About half the time,"5'5""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, very rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,"$25,000 - $49,999",Bachelor degree,Pacific 3432855309,Once a year or less,Once in a while,"6'2""",Yes,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,South Atlantic 3432853095,Once a year or less,Always,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3432852647,Once a month or less,Usually,"5'2""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",Yes,No,Female,45-60,"$50,000 - $99,999",High school degree,East South Central 3432848594,Once a year or less,Usually,"5'7""",Yes,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,Pacific 3432848086,Once a year or less,Never,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,,,,, 3432843728,Once a year or less,Never,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Graduate degree,New England 3432840422,Once a year or less,Once in a while,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,,Graduate degree,South Atlantic 3432839137,Once a year or less,Usually,Under 5 ft.,No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$100,000 - $149,999",Some college or Associate degree,Pacific 3432838747,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,"$25,000 - $49,999",High school degree,Middle Atlantic 3432837467,Once a year or less,Once in a while,"5'11""",No,The person in the middle seat gets both arm rests,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,18-29,"$100,000 - $149,999",Some college or Associate degree,Pacific 3432836941,Once a year or less,Usually,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$100,000 - $149,999",Some college or Associate degree,West North Central 3432833143,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$100,000 - $149,999",Bachelor degree,Pacific 3432832379,Once a year or less,About half the time,"5'0""",No,Other (please specify),Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,,,East North Central 3432831602,Once a month or less,Always,"5'5""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,East South Central 3432831349,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3432830879,Once a year or less,Usually,"5'5""",No,The person in the middle seat gets both arm rests,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,West South Central 3432827955,Once a month or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,150000,Bachelor degree,Pacific 3432826278,Once a month or less,Never,"5'11""",No,The people in the aisle and window seats get both arm rests,The person by the window,Everyone in the row should have some say,"Yes, somewhat rude","Yes, very rude",It is not okay to get up during flight,"No, the person on the flight has no obligation to the person behind them","Yes, very rude",Yes,"Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,,,New England 3432823175,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,,Less than high school degree,Pacific 3432814391,Once a month or less,Once in a while,"6'0""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,> 60,150000,Graduate degree,Pacific 3432814266,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$100,000 - $149,999",Bachelor degree,Pacific 3432813588,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$0 - $24,999",Some college or Associate degree,Pacific 3432813538,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,150000,Bachelor degree,East North Central 3432809285,Once a year or less,About half the time,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,Middle Atlantic 3432807061,Once a year or less,About half the time,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,"$25,000 - $49,999",Bachelor degree,Middle Atlantic 3432800605,Once a month or less,Usually,"5'5""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",Yes,No,Male,30-44,150000,Some college or Associate degree,Pacific 3432799814,Once a month or less,Once in a while,"5'5""",Yes,Other (please specify),Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,Pacific 3432797272,Once a month or less,Once in a while,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,Pacific 3432793410,Once a month or less,About half the time,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3432792493,Once a month or less,Once in a while,"5'7""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude",Yes,No,Male,45-60,150000,Bachelor degree,Pacific 3432791789,Once a year or less,Once in a while,"6'3""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$0 - $24,999",Bachelor degree,East South Central 3432786313,Once a year or less,Always,"5'7""",Yes,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,West North Central 3432784159,Once a year or less,About half the time,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",Yes,No,Male,30-44,"$25,000 - $49,999",Bachelor degree,Pacific 3432782903,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,East North Central 3432780542,Once a month or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,West South Central 3432779202,Once a year or less,Usually,"5'9""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",High school degree,Middle Atlantic 3432773257,Once a year or less,About half the time,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,Pacific 3432768051,Once a month or less,Usually,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,150000,Graduate degree,Pacific 3432766511,Once a month or less,Never,"5'10""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"Yes, very rude","Yes, very rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3432764140,Once a year or less,Usually,"5'6""",Yes,Whoever puts their arm on the arm rest first,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$100,000 - $149,999",Bachelor degree,West South Central 3432760923,Once a year or less,Usually,"5'10""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,,Bachelor degree,Middle Atlantic 3432757907,Once a year or less,Always,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$25,000 - $49,999",Bachelor degree,Pacific 3432757277,Once a month or less,Usually,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432756587,Once a month or less,Always,"5'5""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432756556,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$0 - $24,999",High school degree,New England 3432748659,Once a month or less,About half the time,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",It is not okay to get up during flight,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,,,Pacific 3432747385,Once a year or less,Never,"6'3""",No,Other (please specify),The person in aisle,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,18-29,,Bachelor degree,West South Central 3432743308,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$25,000 - $49,999",Graduate degree,South Atlantic 3432743281,Once a year or less,Usually,"5'2""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,East North Central 3432742047,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$50,000 - $99,999",Bachelor degree,New England 3432732425,Once a year or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,,Graduate degree,Middle Atlantic 3432730924,Once a month or less,Always,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,150000,Graduate degree,Pacific 3432729673,Once a year or less,Always,"5'11""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,East North Central 3432729279,Once a year or less,Never,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3432725309,Once a year or less,About half the time,"5'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,East North Central 3432725057,Once a year or less,Once in a while,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",,East North Central 3432723006,Once a year or less,Usually,"5'11""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,30-44,"$100,000 - $149,999",Some college or Associate degree,Pacific 3432719444,Once a year or less,Always,"5'10""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,Pacific 3432717557,Once a year or less,Always,"5'7""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,Pacific 3432716154,Once a year or less,Always,"5'10""",No,Whoever puts their arm on the arm rest first,The person by the window,The person in the window seat should have exclusive control,,,,,,,,,,,,,,,,,,, 3432715149,Once a year or less,Usually,"5'3""",No,Whoever puts their arm on the arm rest first,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,New England 3432712883,A few times per month,About half the time,"6'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,> 60,150000,Bachelor degree,Pacific 3432712733,Once a year or less,Once in a while,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,,Bachelor degree,Mountain 3432712670,Once a month or less,Usually,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",Yes,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,East North Central 3432710807,Once a year or less,Always,"5'7""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,45-60,"$25,000 - $49,999",Graduate degree,West South Central 3432708518,Once a month or less,Never,"5'8""",Yes,The people in the aisle and window seats get both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,West North Central 3432704896,Once a year or less,Usually,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,West South Central 3432703862,Once a month or less,Always,"5'11""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",Yes,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3432702734,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$25,000 - $49,999",Bachelor degree,Pacific 3432702376,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$50,000 - $99,999",Bachelor degree,West South Central 3432701612,Once a year or less,Never,"5'9""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,West North Central 3432698661,Once a year or less,About half the time,"5'8""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, very rude","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, very rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude",Yes,No,Female,18-29,"$25,000 - $49,999",Bachelor degree,South Atlantic 3432696460,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,Pacific 3432694545,Once a year or less,Always,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3432693762,Once a year or less,Usually,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432692283,Once a year or less,Once in a while,"5'5""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,,High school degree,East North Central 3432690556,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,West South Central 3432688045,Once a year or less,Always,"5'5""",No,Whoever puts their arm on the arm rest first,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,18-29,"$50,000 - $99,999",Graduate degree,Pacific 3432686853,Once a year or less,Always,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree, 3432686527,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$25,000 - $49,999",High school degree,East North Central 3432682685,Once a month or less,About half the time,"5'6""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,New England 3432681188,Once a year or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3432680969,Once a month or less,Usually,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$25,000 - $49,999",Bachelor degree,West North Central 3432679810,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3432676303,Once a month or less,Never,"5'4""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Mountain 3432674865,Once a year or less,Once in a while,"6'2""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3432674597,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,,High school degree,South Atlantic 3432673760,Once a year or less,Once in a while,Under 5 ft.,No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,Middle Atlantic 3432671925,Once a year or less,Never,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",Yes,No,Female,30-44,"$50,000 - $99,999",Graduate degree,East North Central 3432671796,Once a year or less,Always,"5'6""",No,Other (please specify),The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Bachelor degree,New England 3432669331,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$100,000 - $149,999",Bachelor degree,East North Central 3432663659,Once a year or less,Always,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,"$25,000 - $49,999",Graduate degree,West North Central 3432662408,Once a year or less,Never,"5'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, very rude","Yes, very rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,150000,Graduate degree,Middle Atlantic 3432659558,Once a year or less,Never,Under 5 ft.,Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,Mountain 3432657800,Once a year or less,Always,"5'7""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,,Graduate degree,South Atlantic 3432657579,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,"$25,000 - $49,999",Bachelor degree,Pacific 3432657414,Once a year or less,Always,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,,Some college or Associate degree,East South Central 3432656062,Once a year or less,About half the time,"6'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,18-29,,Bachelor degree,New England 3432654840,Once a year or less,Usually,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,West South Central 3432654546,Once a year or less,Usually,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Graduate degree,Pacific 3432653582,Once a year or less,Always,"5'4""",,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,Middle Atlantic 3432653171,Once a year or less,Never,"5'2""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,East North Central 3432651320,Once a year or less,Once in a while,"5'6""",No,Whoever puts their arm on the arm rest first,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,18-29,"$50,000 - $99,999",High school degree,West North Central 3432647057,Once a year or less,Always,"5'7""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Bachelor degree,New England 3432646135,Once a year or less,Never,"5'6""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,,Some college or Associate degree,South Atlantic 3432645979,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3432644073,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",Graduate degree,East South Central 3432642283,Once a year or less,Never,"5'10""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,,Graduate degree,South Atlantic 3432641073,Once a month or less,Once in a while,"5'2""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$25,000 - $49,999",Some college or Associate degree,Middle Atlantic 3432640585,Once a month or less,Once in a while,"5'8""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3432638246,Once a month or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,Mountain 3432637495,Once a year or less,Never,"5'11""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,150000,Graduate degree,South Atlantic 3432636848,Once a month or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$0 - $24,999",Graduate degree,New England 3432636547,Once a year or less,Once in a while,"5'0""",Yes,Whoever puts their arm on the arm rest first,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Some college or Associate degree,South Atlantic 3432635515,Once a month or less,Always,"5'10""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,,Graduate degree,Pacific 3432634383,Once a month or less,Once in a while,"5'10""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3432632431,Once a year or less,Once in a while,"5'3""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$100,000 - $149,999",Bachelor degree,Pacific 3432630149,Once a year or less,Once in a while,"5'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,West North Central 3432628864,Once a month or less,Usually,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Male,30-44,"$50,000 - $99,999",Graduate degree,West South Central 3432628841,Once a year or less,Never,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$100,000 - $149,999",Graduate degree,West North Central 3432627503,Once a year or less,Usually,"5'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",It is not okay to get up during flight,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$0 - $24,999",Bachelor degree,East North Central 3432625031,Once a month or less,Never,"5'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,,Some college or Associate degree,Pacific 3432622886,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",It is not okay to get up during flight,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,,Some college or Associate degree,Pacific 3432621625,Once a year or less,Never,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",High school degree,Pacific 3432621624,Once a month or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,> 60,"$100,000 - $149,999",Graduate degree,West North Central 3432619859,Once a year or less,Once in a while,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,150000,Graduate degree,Mountain 3432618918,Once a month or less,Usually,"5'6""",Yes,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,150000,Graduate degree,West North Central 3432618535,Once a year or less,Never,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,East North Central 3432617142,Once a year or less,About half the time,"5'7""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",Graduate degree,Mountain 3432614225,Once a month or less,Never,"6'2""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,West South Central 3432612410,Once a year or less,Always,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3432612273,Once a year or less,Always,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3432612073,Once a year or less,Once in a while,"5'4""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3432604139,Once a year or less,Usually,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,> 60,"$25,000 - $49,999",Bachelor degree,East North Central 3432603378,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3432601329,Once a year or less,Once in a while,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432601169,Once a month or less,,,,,,,,,,,,,,,,,,,,,,,,, 3432597578,Once a year or less,Always,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,,Graduate degree,New England 3432597242,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$0 - $24,999",Some college or Associate degree,South Atlantic 3432596789,A few times per week,Never,"5'5""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,Yes,Male,30-44,150000,High school degree,New England 3432596033,Once a year or less,Once in a while,"5'5""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,150000,Graduate degree,East South Central 3432595469,Once a month or less,Never,"5'11""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,West South Central 3432595447,Once a year or less,Usually,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,150000,Graduate degree,West South Central 3432594046,Once a year or less,Usually,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,Yes,Male,45-60,150000,Bachelor degree,South Atlantic 3432593810,A few times per month,Never,"5'11""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3432593776,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,"$25,000 - $49,999",High school degree,East North Central 3432592943,Once a year or less,Once in a while,"5'5""",Yes,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Graduate degree,West North Central 3432591264,Once a year or less,Always,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,"$0 - $24,999",Bachelor degree,Pacific 3432591009,Once a year or less,Usually,"6'1""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,West North Central 3432590797,Once a year or less,Never,"5'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,"$25,000 - $49,999",High school degree,Middle Atlantic 3432586012,Once a year or less,Usually,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,,Graduate degree,Middle Atlantic 3432585436,Once a year or less,Once in a while,"5'5""",No,Whoever puts their arm on the arm rest first,The person in aisle,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Mountain 3432583627,Once a year or less,Once in a while,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,No,Male,45-60,,Bachelor degree,New England 3432583317,Once a month or less,Never,"5'11""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,Mountain 3432582665,Once a month or less,About half the time,"6'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,150000,Graduate degree,Middle Atlantic 3432578499,Once a year or less,Never,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$25,000 - $49,999",High school degree,West South Central 3432577325,Once a month or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Bachelor degree,West South Central 3432576298,Once a month or less,Never,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",High school degree,East North Central 3432575865,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$0 - $24,999",High school degree,South Atlantic 3432573920,Once a month or less,Never,"6'1""",No,The person in the middle seat gets both arm rests,Other (please specify),The person in the window seat should have exclusive control,"Yes, very rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Bachelor degree,South Atlantic 3432572774,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3432570755,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$50,000 - $99,999",High school degree,Middle Atlantic 3432570285,Once a year or less,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,,Some college or Associate degree,South Atlantic 3432570266,Once a year or less,Once in a while,"5'5""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, very rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",High school degree,South Atlantic 3432569102,Once a year or less,Always,"6'1""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3432561205,Once a month or less,Never,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,18-29,"$25,000 - $49,999",Bachelor degree,East North Central 3432559580,Once a month or less,Once in a while,"5'6""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Female,18-29,,Some college or Associate degree,East North Central 3432558337,Once a month or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,,Some college or Associate degree,Mountain 3432555887,Once a year or less,Never,"5'4""",Yes,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",Bachelor degree,East North Central 3432554556,Once a year or less,Always,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",Yes,Yes,Female,45-60,"$25,000 - $49,999",Graduate degree,Middle Atlantic 3432552719,Once a year or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,,Some college or Associate degree,Pacific 3432551367,Once a year or less,Never,"5'5""",No,Other (please specify),The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3432550970,Once a year or less,Always,"5'3""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,No,Female,30-44,150000,Graduate degree,Mountain 3432550291,Once a month or less,Once in a while,"5'9""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,East North Central 3432546954,Once a year or less,Always,"5'2""",Yes,The person in the middle seat gets both arm rests,The person by the window,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Some college or Associate degree,Pacific 3432543444,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,"$25,000 - $49,999",High school degree,Middle Atlantic 3432538384,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$0 - $24,999",High school degree,East North Central 3432537258,Once a year or less,About half the time,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,West North Central 3432533720,Once a year or less,About half the time,"6'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,New England 3432529988,Once a month or less,Never,"5'8""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,,Bachelor degree,East North Central 3432529869,Once a year or less,Usually,"6'2""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3432528671,Once a month or less,About half the time,"5'5""",No,Other (please specify),Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,,Graduate degree,South Atlantic 3432527936,Once a year or less,Always,"6'2""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,East North Central 3432527384,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3432526670,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3432526433,Once a month or less,Usually,"5'0""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3432525300,Once a year or less,Never,"5'1""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",It is not okay to get up during flight,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, very rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,Mountain 3432521348,Once a year or less,Always,"5'11""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,18-29,"$100,000 - $149,999",Bachelor degree,East North Central 3432520405,Once a year or less,Always,"5'2""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3432520365,Once a month or less,Once in a while,"5'8""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,150000,Graduate degree,Middle Atlantic 3432519959,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$50,000 - $99,999",Bachelor degree,East North Central 3432516676,Once a month or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,West South Central 3432513839,Once a year or less,Once in a while,"5'2""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,"$0 - $24,999",Bachelor degree,West North Central 3432511675,Once a year or less,Always,"5'7""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,West South Central 3432510812,Once a month or less,About half the time,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,South Atlantic 3432510382,A few times per month,Once in a while,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,150000,Bachelor degree,East North Central 3432506985,Once a year or less,Never,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,East South Central 3432506619,Once a year or less,Never,"5'8""",No,The people in the aisle and window seats get both arm rests,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,Yes,Female,30-44,,Bachelor degree,Pacific 3432503557,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3432499380,A few times per month,Never,"6'0""",No,Other (please specify),The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3432496456,Once a year or less,Usually,"5'4""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,East North Central 3432491632,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,150000,High school degree,West North Central 3432491057,Once a month or less,Usually,"5'9""",Yes,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,150000,Bachelor degree,Pacific 3432490443,Once a year or less,About half the time,"5'4""",No,The arm rests should be shared,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,West South Central 3432490362,Once a month or less,Once in a while,"5'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",Yes,No,Female,30-44,"$50,000 - $99,999",Graduate degree,South Atlantic 3432489108,Once a year or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,,Some college or Associate degree,Mountain 3432487771,Once a year or less,Once in a while,"5'4""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,30-44,"$25,000 - $49,999",Graduate degree,Pacific 3432486033,Once a year or less,Never,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432485197,Once a month or less,About half the time,"5'6""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Male,> 60,"$100,000 - $149,999",Some college or Associate degree,New England 3432482977,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",Bachelor degree,Mountain 3432482309,Once a year or less,About half the time,"5'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432482201,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$0 - $24,999",High school degree,New England 3432477188,Once a year or less,About half the time,"5'4""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3432476896,Once a year or less,Always,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,150000,High school degree,South Atlantic 3432476791,Once a month or less,About half the time,"5'9""",Yes,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,150000,Bachelor degree,New England 3432476135,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,150000,Bachelor degree,East North Central 3432475199,Once a year or less,Once in a while,"5'7""",Yes,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$25,000 - $49,999",High school degree,West North Central 3432473889,Once a year or less,Never,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3432471719,Once a month or less,Always,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",Yes,No,Male,45-60,150000,Bachelor degree,West South Central 3432470238,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,,Bachelor degree,West North Central 3432468599,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$0 - $24,999",High school degree,Middle Atlantic 3432463153,Once a month or less,Usually,"5'5""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432463048,Once a year or less,Once in a while,"6'2""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",High school degree,East North Central 3432462633,Once a month or less,About half the time,"5'3""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,> 60,150000,Some college or Associate degree,West South Central 3432460247,Once a year or less,About half the time,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,East North Central 3432455422,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,,Bachelor degree,West North Central 3432454450,Once a year or less,About half the time,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3432450277,Once a year or less,Never,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,East North Central 3432448472,Once a month or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$25,000 - $49,999",Some college or Associate degree,Mountain 3432446775,Every day,Once in a while,"5'9""",,The people in the aisle and window seats get both arm rests,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,18-29,"$25,000 - $49,999",Less than high school degree,West South Central 3432444554,Once a year or less,About half the time,"6'3""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,18-29,,High school degree,South Atlantic 3432444119,Once a year or less,Never,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$25,000 - $49,999",High school degree,West South Central 3432443969,Once a month or less,Usually,"5'10""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3432443875,Once a year or less,Always,"5'1""",Yes,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3432441808,Once a month or less,Never,"5'11""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Graduate degree,South Atlantic 3432441362,Once a year or less,Once in a while,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,150000,Some college or Associate degree,Mountain 3432440815,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,,Graduate degree,Middle Atlantic 3432438427,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,,High school degree,Middle Atlantic 3432436500,Once a year or less,About half the time,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3432436102,Once a year or less,Always,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$25,000 - $49,999",Bachelor degree,New England 3432434565,Once a year or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$25,000 - $49,999",Bachelor degree,South Atlantic 3432434015,Once a year or less,Once in a while,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,,Graduate degree,Mountain 3432433897,Once a year or less,Never,"5'10""",Yes,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,"$25,000 - $49,999",Bachelor degree,East North Central 3432433704,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,150000,Graduate degree,Middle Atlantic 3432428730,Once a year or less,About half the time,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,,Less than high school degree,Pacific 3432428536,Once a year or less,Once in a while,"5'6""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,,High school degree,Middle Atlantic 3432426212,Once a year or less,Usually,"5'8""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3432425938,Once a year or less,Always,"5'5""",Yes,Whoever puts their arm on the arm rest first,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,30-44,"$50,000 - $99,999",High school degree,New England 3432425094,Once a year or less,Never,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,,Graduate degree,Middle Atlantic 3432424807,Once a year or less,Never,"5'5""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,West South Central 3432420200,Once a year or less,Usually,"5'8""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,New England 3432419815,Once a year or less,About half the time,"5'5""",Yes,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$100,000 - $149,999",Bachelor degree,East South Central 3432419670,Once a year or less,Usually,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,18-29,"$100,000 - $149,999",Bachelor degree,New England 3432419184,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,Pacific 3432418650,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,,Bachelor degree,West South Central 3432418495,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,,Bachelor degree,East North Central 3432417788,Once a year or less,Never,"6'0""",No,The person in the middle seat gets both arm rests,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,> 60,,Graduate degree,Middle Atlantic 3432414918,Once a month or less,Usually,"5'4""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"Yes, very rude","Yes, very rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,West North Central 3432413860,Once a month or less,Usually,"5'5""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,18-29,"$100,000 - $149,999",Some college or Associate degree,Pacific 3432413457,Once a month or less,Usually,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","No, not at all rude",Yes,No,Male,30-44,,Graduate degree,South Atlantic 3432409146,Once a month or less,About half the time,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,150000,Graduate degree,West North Central 3432409101,Once a year or less,About half the time,"5'11""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,East North Central 3432404026,Once a year or less,Always,"6'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,18-29,,Some college or Associate degree,West South Central 3432401832,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,,Some college or Associate degree,East North Central 3432400140,Once a year or less,Usually,"5'4""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3432398627,Once a month or less,Never,Under 5 ft.,No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,West North Central 3432398240,Once a month or less,Usually,"6'0""",No,Other (please specify),The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3432397267,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,,Graduate degree,Pacific 3432396716,Once a year or less,About half the time,"5'3""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,18-29,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3432391980,Once a year or less,Never,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Graduate degree,New England 3432391522,Once a year or less,Usually,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,150000,Graduate degree,East North Central 3432390537,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,,Graduate degree,West South Central 3432389747,Once a year or less,Once in a while,"5'5""",Yes,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$25,000 - $49,999",High school degree,South Atlantic 3432388806,Once a year or less,Once in a while,"5'0""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Some college or Associate degree,West North Central 3432388180,Once a year or less,Usually,"6'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3432384865,Once a year or less,Usually,"5'5""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",Yes,No,Female,> 60,,Less than high school degree,West North Central 3432384438,Once a year or less,About half the time,"5'7""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, very rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432384307,Once a year or less,About half the time,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,West North Central 3432382629,Once a year or less,Never,"6'0""",No,The arm rests should be shared,Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,Middle Atlantic 3432382358,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,East South Central 3432380943,Once a year or less,About half the time,"5'5""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,150000,High school degree,New England 3432377141,Once a month or less,Usually,"5'8""",Yes,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",Yes,No,Male,30-44,150000,Bachelor degree,East North Central 3432372897,Once a year or less,Usually,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, very rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$0 - $24,999",High school degree,East North Central 3432370067,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432367174,Once a year or less,Usually,"5'5""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432366661,Once a year or less,Usually,"6'0""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,East North Central 3432363206,Once a year or less,About half the time,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,East North Central 3432361375,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,,Some college or Associate degree,South Atlantic 3432361003,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3432359089,Once a year or less,Never,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$50,000 - $99,999",Graduate degree,West South Central 3432358454,Once a month or less,Once in a while,"5'10""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,South Atlantic 3432348742,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3432343914,Once a year or less,Never,"6'3""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, very rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Bachelor degree,West South Central 3432343720,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$25,000 - $49,999",Some college or Associate degree,East South Central 3432341473,Once a month or less,About half the time,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Bachelor degree,East North Central 3432341455,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3432341030,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3432335270,Once a month or less,Never,"5'10""",No,The person in the middle seat gets both arm rests,Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,"$25,000 - $49,999",Bachelor degree,West North Central 3432333484,Once a month or less,Never,"6'4""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,East North Central 3432333274,Once a year or less,Always,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,West South Central 3432332848,Once a year or less,Usually,"6'3""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,,Some college or Associate degree,South Atlantic 3432332409,Once a year or less,Always,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432331776,Once a year or less,About half the time,"5'0""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,> 60,150000,Graduate degree,Middle Atlantic 3432329841,Once a month or less,About half the time,"5'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,East North Central 3432327041,Once a month or less,About half the time,"5'0""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,New England 3432325983,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$0 - $24,999",High school degree,South Atlantic 3432324589,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,,Less than high school degree,East North Central 3432321128,Once a year or less,Never,"5'9""",No,The arm rests should be shared,The person in aisle,Everyone in the row should have some say,"Yes, very rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,,Some college or Associate degree,South Atlantic 3432320859,Once a year or less,Usually,"5'3""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Bachelor degree,West North Central 3432316933,Once a year or less,Never,"5'6""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Bachelor degree,West North Central 3432315866,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3432313795,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,18-29,"$0 - $24,999",Bachelor degree,South Atlantic 3432312743,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$25,000 - $49,999",Bachelor degree,South Atlantic 3432311036,Once a year or less,Never,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, very rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3432311009,Once a month or less,Never,"5'7""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,150000,Bachelor degree,Middle Atlantic 3432310432,Once a year or less,Always,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,,Graduate degree,West North Central 3432309841,Once a year or less,Usually,"5'4""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, very rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432308015,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,"$0 - $24,999",Bachelor degree,West North Central 3432304276,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",Yes,No,Female,18-29,"$0 - $24,999",Bachelor degree,Mountain 3432302232,Once a year or less,Never,"5'5""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,West North Central 3432302009,Once a month or less,Never,"6'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Bachelor degree,West South Central 3432300719,Once a year or less,Once in a while,"5'6""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,East North Central 3432300680,Once a year or less,Once in a while,"5'5""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",High school degree,South Atlantic 3432299458,Once a year or less,Usually,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,New England 3432298945,Once a year or less,Once in a while,"5'3""",No,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,,Bachelor degree,Middle Atlantic 3432298537,A few times per month,Always,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3432294376,Once a year or less,Usually,"6'1""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,> 60,"$25,000 - $49,999",Some college or Associate degree,East North Central 3432293549,Once a month or less,Once in a while,"5'5""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3432293441,Once a month or less,About half the time,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,> 60,"$25,000 - $49,999",Graduate degree,West North Central 3432290352,Once a month or less,Always,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,Pacific 3432290120,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$100,000 - $149,999",High school degree,South Atlantic 3432289618,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,"$25,000 - $49,999",High school degree,South Atlantic 3432288635,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, very rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",Yes,No,Male,30-44,"$25,000 - $49,999",Bachelor degree,Middle Atlantic 3432287277,Once a year or less,Never,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$25,000 - $49,999",High school degree,East North Central 3432285323,A few times per month,Never,"5'3""",No,The arm rests should be shared,Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,New England 3432284769,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,18-29,"$25,000 - $49,999",Bachelor degree,East North Central 3432284587,Once a month or less,Always,"6'4""",No,The people in the aisle and window seats get both arm rests,The person in aisle,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,Yes,Male,18-29,"$25,000 - $49,999",Bachelor degree,Middle Atlantic 3432283462,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$25,000 - $49,999",Bachelor degree,West North Central 3432281180,Once a year or less,Once in a while,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,South Atlantic 3432279494,Once a month or less,Usually,"5'4""",Yes,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,,Graduate degree,East North Central 3432275513,Once a month or less,Once in a while,"5'9""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,18-29,"$25,000 - $49,999",Bachelor degree,South Atlantic 3432275100,Once a month or less,About half the time,"6'0""",Yes,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,West South Central 3432270754,Once a month or less,Never,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,South Atlantic 3432269705,Once a month or less,Usually,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,150000,Graduate degree,Pacific 3432269407,Never,,,,,,,,,,,,,,,,,,,,,Male,18-29,,High school degree,Mountain 3432268300,Once a year or less,About half the time,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Some college or Associate degree,New England 3432266480,Once a year or less,Always,"5'5""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3432266376,Once a month or less,Never,"5'7""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,,Graduate degree,West South Central 3432265208,Once a year or less,Usually,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,"$25,000 - $49,999",Some college or Associate degree,West South Central 3432264778,Once a year or less,Always,"6'0""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,> 60,,Graduate degree,Middle Atlantic 3432264655,Once a year or less,Always,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$25,000 - $49,999",Bachelor degree,Middle Atlantic 3432257707,Once a year or less,Never,"5'2""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, very rude","Yes, somewhat rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Some college or Associate degree,New England 3432257634,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$0 - $24,999",Some college or Associate degree,East South Central 3432252295,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Bachelor degree,Middle Atlantic 3432250494,Once a month or less,Once in a while,"5'3""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3432248891,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,,Graduate degree,Middle Atlantic 3432248497,Once a year or less,Usually,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,East North Central 3432246483,Once a year or less,Usually,"5'2""",No,The people in the aisle and window seats get both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",Yes,No,Female,30-44,150000,Bachelor degree,Middle Atlantic 3432245461,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,,Some college or Associate degree,South Atlantic 3432242535,Once a year or less,Never,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,"$100,000 - $149,999",Bachelor degree,East North Central 3432235696,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3432234750,Once a year or less,Usually,"6'1""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$25,000 - $49,999",Graduate degree,East South Central 3432234640,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,,Bachelor degree,Middle Atlantic 3432233039,Once a year or less,Usually,"6'3""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,150000,Bachelor degree,East North Central 3432231680,Once a year or less,Never,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,"$0 - $24,999",Bachelor degree,East South Central 3432231525,Once a month or less,Once in a while,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,South Atlantic 3432231010,Once a month or less,About half the time,"5'7""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, very rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,Mountain 3432230286,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,,Some college or Associate degree,Middle Atlantic 3432229570,Once a month or less,About half the time,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3432225948,Once a year or less,Once in a while,"5'2""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,,Bachelor degree,Middle Atlantic 3432224529,Once a year or less,Once in a while,"5'5""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, very rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$25,000 - $49,999",High school degree,Middle Atlantic 3432224244,Once a month or less,Once in a while,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,150000,Graduate degree,South Atlantic 3432218963,Once a year or less,Never,"5'3""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, very rude","Yes, very rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,East North Central 3432216980,Once a year or less,,,,,,,,,,,,,,,,,,,,,,,,, 3432216979,Once a year or less,Usually,"5'6""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3432214956,Once a year or less,Never,"5'3""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Some college or Associate degree,East South Central 3432211812,Once a year or less,Once in a while,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, very rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,,Bachelor degree,South Atlantic 3432210766,Once a year or less,Usually,"5'2""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$0 - $24,999",Some college or Associate degree, 3432207463,A few times per month,Usually,"6'2""",No,The person in the middle seat gets both arm rests,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",Yes,No,Male,45-60,150000,Graduate degree,East North Central 3432207045,Once a month or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Middle Atlantic 3432206254,Once a year or less,Never,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,East North Central 3432204296,Once a year or less,Always,"5'11""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$50,000 - $99,999",Some college or Associate degree,East North Central 3432201943,Once a year or less,Usually,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$25,000 - $49,999",Bachelor degree,East South Central 3432201007,Once a year or less,Once in a while,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, very rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,New England 3432200655,Once a year or less,About half the time,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,,Some college or Associate degree,South Atlantic 3432198356,Once a year or less,Always,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Some college or Associate degree,West South Central 3432198063,Once a year or less,Never,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3432193153,Once a year or less,Usually,"5'4""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$100,000 - $149,999",Some college or Associate degree,Pacific 3432189783,Once a year or less,Once in a while,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Some college or Associate degree,New England 3432186436,Once a year or less,Never,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3432183076,Once a month or less,Usually,"5'2""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,> 60,"$100,000 - $149,999",Bachelor degree,Mountain 3432182699,Once a year or less,Never,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3432182171,Once a year or less,Never,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",Yes,No,Female,18-29,,Some college or Associate degree,Middle Atlantic 3432178805,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3432173421,Once a year or less,Always,"5'8""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",High school degree,East North Central 3432173072,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$25,000 - $49,999",Some college or Associate degree,Middle Atlantic 3432171106,Once a year or less,Never,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,South Atlantic 3432169273,Once a year or less,Usually,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, very rude","Yes, very rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3432169093,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,,Bachelor degree,East South Central 3432167201,Once a year or less,Usually,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,30-44,"$50,000 - $99,999",Graduate degree,Pacific 3432163496,Once a year or less,Once in a while,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,West South Central 3432160108,Once a year or less,About half the time,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,45-60,,Some college or Associate degree,West South Central 3432157976,Once a year or less,Always,"5'11""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3432152520,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,30-44,,High school degree,West South Central 3432152404,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3432148736,Once a year or less,Once in a while,"6'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,West North Central 3432147692,Once a month or less,Once in a while,"6'0""",No,Whoever puts their arm on the arm rest first,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Graduate degree,Pacific 3432144332,Once a year or less,Always,"5'5""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,,Bachelor degree,East North Central 3432144315,Once a year or less,Never,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$25,000 - $49,999",High school degree,East North Central 3432142382,Once a month or less,About half the time,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,West South Central 3432141356,Once a year or less,Usually,"5'8""",No,Whoever puts their arm on the arm rest first,The person in aisle,The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Four times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude",Yes,No,Male,45-60,"$25,000 - $49,999",Graduate degree,South Atlantic 3432137466,Once a month or less,About half the time,"5'8""",,,,,,,,,,,,,,,,,,,,,,, 3432133469,Once a year or less,Never,"5'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,150000,Graduate degree,East North Central 3432131854,Once a year or less,Usually,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$25,000 - $49,999",Bachelor degree,South Atlantic 3432130915,A few times per month,Once in a while,"5'7""",No,Whoever puts their arm on the arm rest first,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3432121736,Once a month or less,Once in a while,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,"$100,000 - $149,999",Bachelor degree,South Atlantic 3432120794,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$100,000 - $149,999",Some college or Associate degree,South Atlantic 3432120431,Once a year or less,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3432120329,Once a year or less,Usually,"5'0""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,New England 3432118621,Once a year or less,Once in a while,"6'0""",Yes,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,East North Central 3432118237,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,,Bachelor degree,New England 3432116227,Once a year or less,Once in a while,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,30-44,,Bachelor degree,East North Central 3432115440,Once a year or less,Usually,"5'4""",Yes,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,,Bachelor degree,East North Central 3432112874,Once a year or less,About half the time,"5'3""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,150000,Bachelor degree,New England 3432112271,Once a year or less,Once in a while,"6'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,Middle Atlantic 3432109525,Once a month or less,Usually,"5'8""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Some college or Associate degree,New England 3432108702,Once a year or less,Once in a while,"5'10""",Yes,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",Yes,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,East North Central 3432107773,Once a year or less,Once in a while,"5'4""",Yes,The people in the aisle and window seats get both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,"$50,000 - $99,999",Graduate degree,West North Central 3432102440,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,,Bachelor degree,South Atlantic 3432101827,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$25,000 - $49,999",High school degree,New England 3432099779,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,,Some college or Associate degree,East South Central 3432095255,Once a year or less,Always,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3432094936,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",It is not okay to get up during flight,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,,Bachelor degree,New England 3432093428,Once a year or less,Usually,"6'0""",No,The arm rests should be shared,Other (please specify),The person in the window seat should have exclusive control,"Yes, somewhat rude","Yes, somewhat rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,Mountain 3432092158,Once a year or less,Usually,"5'10""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Graduate degree,New England 3432086587,Once a year or less,Once in a while,"5'2""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,East North Central 3432079098,Once a month or less,Never,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Graduate degree,East North Central 3432077793,Once a year or less,Never,"6'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$100,000 - $149,999",Graduate degree,Pacific 3432076946,Once a year or less,Usually,"5'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",High school degree,Middle Atlantic 3432076181,A few times per month,Never,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,New England 3432074152,Once a month or less,Always,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3432067639,A few times per month,Never,"5'10""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"Yes, very rude","No, not at all rude",It is not okay to get up during flight,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,South Atlantic 3432063041,Once a year or less,About half the time,"5'3""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,East North Central 3432062843,Once a month or less,Once in a while,"5'6""",No,The arm rests should be shared,Other (please specify),The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,West South Central 3432059918,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,East North Central 3432055722,Once a year or less,Never,"6'2""",No,The arm rests should be shared,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,,Bachelor degree,Middle Atlantic 3432050868,Once a year or less,About half the time,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$25,000 - $49,999",Some college or Associate degree,Mountain 3432049127,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,South Atlantic 3432045984,Once a year or less,About half the time,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Male,18-29,"$25,000 - $49,999",Graduate degree,Pacific 3432042471,Once a month or less,Never,"5'4""",,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$0 - $24,999",Some college or Associate degree,South Atlantic 3432042001,Once a month or less,Usually,"5'6""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,18-29,"$50,000 - $99,999",High school degree,Mountain 3432026203,Once a year or less,Once in a while,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,West South Central 3432019714,Once a year or less,Never,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$25,000 - $49,999",High school degree,East South Central 3432002937,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,150000,Graduate degree,South Atlantic 3432000900,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,18-29,,Some college or Associate degree,Pacific 3431998894,Once a year or less,Never,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,,Graduate degree,East North Central 3431991453,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,,High school degree,East North Central 3431987978,Once a year or less,Never,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,Pacific 3431985765,Once a month or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$50,000 - $99,999",High school degree,Pacific 3431975254,Once a year or less,Once in a while,"5'4""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,East North Central 3431974147,Once a year or less,Usually,"5'1""",Yes,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,Pacific 3431971431,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,West South Central 3431953153,Once a month or less,Always,"6'0""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,West South Central 3431951668,Once a month or less,Always,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,150000,Bachelor degree,Pacific 3431949818,Once a year or less,Always,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,150000,Graduate degree,Pacific 3431936484,Once a year or less,Usually,"6'1""",No,Other (please specify),The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,"$50,000 - $99,999",Bachelor degree,New England 3431936351,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, very rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,30-44,"$50,000 - $99,999",Some college or Associate degree,Pacific 3431932411,Once a month or less,Always,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$100,000 - $149,999",Graduate degree,South Atlantic 3431921466,Once a year or less,About half the time,"5'4""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$0 - $24,999",Some college or Associate degree,New England 3431912532,Once a year or less,Once in a while,"5'10""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,Mountain 3431907216,Once a year or less,Once in a while,"5'11""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",Yes,No,Male,45-60,150000,Graduate degree,Pacific 3431906335,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$50,000 - $99,999",Bachelor degree,West North Central 3431904312,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,,Some college or Associate degree,New England 3431897367,Once a year or less,Once in a while,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3431896498,Once a year or less,Once in a while,"5'5""",No,Other (please specify),Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,Pacific 3431895941,Once a year or less,Always,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",It is not okay to get up during flight,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",Some college or Associate degree,Pacific 3431894372,A few times per month,Once in a while,"5'8""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",It is not okay to get up during flight,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,18-29,150000,Bachelor degree,Middle Atlantic 3431893642,Once a month or less,Always,"5'8""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,150000,Some college or Associate degree,Pacific 3431888945,Once a year or less,Never,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,18-29,"$0 - $24,999",Bachelor degree,Mountain 3431888682,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$25,000 - $49,999",High school degree,West South Central 3431885678,Once a year or less,Never,"5'6""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,"$0 - $24,999",Bachelor degree,East North Central 3431885172,Never,,,,,,,,,,,,,,,,,,,,,Female,45-60,"$0 - $24,999",Some college or Associate degree,Pacific 3431885098,Once a month or less,Usually,"6'1""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Male,18-29,150000,Graduate degree,Pacific 3431883250,Once a year or less,Always,"5'5""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,Middle Atlantic 3431882220,Once a year or less,Never,"5'9""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$0 - $24,999",Some college or Associate degree,Pacific 3431878240,Once a year or less,About half the time,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, very rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Bachelor degree,New England 3431875832,Once a month or less,Always,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,,,,, 3431874935,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,,High school degree,Pacific 3431873790,Once a year or less,Always,"6'0""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$25,000 - $49,999",High school degree,Pacific 3431873661,Once a month or less,,,,,,,,,,,,,,,,,,,,,,,,, 3431871050,Once a month or less,Once in a while,"5'1""",No,The people in the aisle and window seats get both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,,High school degree,South Atlantic 3431865276,Once a month or less,Once in a while,"5'7""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,,Graduate degree,East North Central 3431864594,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,Pacific 3431864204,Once a year or less,About half the time,"5'3""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"Yes, very rude","Yes, very rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$25,000 - $49,999",Some college or Associate degree,Pacific 3431862283,Once a month or less,Once in a while,"5'9""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,,Graduate degree,East North Central 3431859028,Once a year or less,Usually,"6'3""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,30-44,150000,Bachelor degree,Pacific 3431857651,Once a year or less,Once in a while,"5'7""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Some college or Associate degree,Mountain 3431856354,Once a year or less,About half the time,"5'11""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,New England 3431853237,Once a year or less,Never,"5'2""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,18-29,,Some college or Associate degree,Pacific 3431851037,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,Pacific 3431848412,Once a year or less,Usually,"5'7""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Some college or Associate degree,Pacific 3431846827,Once a year or less,Always,"5'1""",No,Other (please specify),The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,,Bachelor degree,Pacific 3431845651,Once a year or less,Usually,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,Pacific 3431844950,Once a month or less,About half the time,"5'10""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3431844008,A few times per month,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,150000,Graduate degree,Pacific 3431840082,Once a year or less,Usually,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,Middle Atlantic 3431838216,Once a year or less,Once in a while,"5'6""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$0 - $24,999",Some college or Associate degree,East North Central 3431837847,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$100,000 - $149,999",Graduate degree,West South Central 3431837048,Once a year or less,Usually,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",Yes,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,West North Central 3431832795,Once a month or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,150000,Graduate degree,West South Central 3431828635,Once a year or less,Once in a while,"5'7""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,18-29,"$0 - $24,999",Some college or Associate degree,West South Central 3431827807,Once a year or less,Usually,"5'9""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,45-60,150000,Graduate degree,Middle Atlantic 3431822775,Once a year or less,Never,"5'5""",No,The person in the middle seat gets both arm rests,The person by the window,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,,Graduate degree,East North Central 3431822505,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$25,000 - $49,999",Bachelor degree,West North Central 3431821681,Once a year or less,Once in a while,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,Pacific 3431821208,Once a year or less,Usually,"5'6""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,Pacific 3431820584,Once a year or less,Never,"5'4""",No,The people in the aisle and window seats get both arm rests,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Once,,,,,,,,,,,,,,,, 3431820319,Once a year or less,Usually,"5'9""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Graduate degree,East North Central 3431818574,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$0 - $24,999",Some college or Associate degree,Mountain 3431818301,Once a year or less,Always,"5'4""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,18-29,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3431815266,Once a year or less,Usually,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,"$100,000 - $149,999",Bachelor degree,Pacific 3431814033,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Male,18-29,"$50,000 - $99,999",Some college or Associate degree,East South Central 3431813221,Never,,,,,,,,,,,,,,,,,,,,,Male,30-44,"$0 - $24,999",Some college or Associate degree,East North Central 3431812523,Once a month or less,Always,"5'9""",No,The person in the middle seat gets both arm rests,The person in aisle,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,30-44,"$25,000 - $49,999",Bachelor degree,Pacific 3431811997,Once a year or less,About half the time,"5'9""",No,Other (please specify),The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,Pacific 3431811871,Once a year or less,Once in a while,"5'6""",No,Other (please specify),The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,18-29,"$50,000 - $99,999",Bachelor degree,South Atlantic 3431811073,Once a month or less,Once in a while,"5'6""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,30-44,150000,Graduate degree,Middle Atlantic 3431810107,Once a year or less,Never,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$25,000 - $49,999",Graduate degree,Middle Atlantic 3431809207,Once a month or less,About half the time,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,Pacific 3431806805,Once a month or less,Once in a while,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,> 60,,Graduate degree,West North Central 3431806310,Once a year or less,About half the time,"5'3""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,East North Central 3431802612,Once a year or less,Always,"5'7""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",Yes,No,Female,18-29,,Some college or Associate degree,Pacific 3431797233,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$0 - $24,999",Some college or Associate degree,New England 3431796148,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$50,000 - $99,999",Bachelor degree,West South Central 3431794981,Once a year or less,About half the time,"5'9""",Yes,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,"$100,000 - $149,999",Some college or Associate degree,Middle Atlantic 3431794171,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,18-29,"$25,000 - $49,999",High school degree,Middle Atlantic 3431793323,Once a year or less,Once in a while,"5'8""",No,The arm rests should be shared,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,18-29,,Some college or Associate degree,Mountain 3431793142,Once a year or less,Never,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",More than five times times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Male,18-29,"$0 - $24,999",High school degree,West North Central 3431792084,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,"$50,000 - $99,999",Some college or Associate degree,West South Central 3431791820,Once a year or less,Once in a while,"5'9""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,,Some college or Associate degree,Middle Atlantic 3431791611,Once a year or less,Always,"5'8""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$50,000 - $99,999",Bachelor degree,Mountain 3431791454,Once a month or less,Never,"5'6""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,"$50,000 - $99,999",Bachelor degree,Pacific 3431789766,Never,,,,,,,,,,,,,,,,,,,,,Male,> 60,"$100,000 - $149,999",Bachelor degree,Middle Atlantic 3431785714,Once a month or less,Usually,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"Yes, somewhat rude","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,"$50,000 - $99,999",Graduate degree,South Atlantic 3431785706,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,"$25,000 - $49,999",High school degree,South Atlantic 3431781890,Once a month or less,Once in a while,"5'11""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,> 60,,Graduate degree,Pacific 3431780662,Once a year or less,Never,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$25,000 - $49,999",Some college or Associate degree,West North Central 3431779152,Once a year or less,Once in a while,"5'11""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"Yes, very rude","Yes, very rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$0 - $24,999",Bachelor degree,Middle Atlantic 3431777715,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$0 - $24,999",High school degree,East North Central 3431776169,Once a year or less,Always,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,"$50,000 - $99,999",Some college or Associate degree,South Atlantic 3431775668,Once a year or less,Once in a while,"5'3""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,,Graduate degree,East North Central 3431775137,A few times per month,Always,"6'0""",No,Other (please specify),Other (please specify),The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",More than five times times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",Yes,No,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,East North Central 3431774671,Once a month or less,Usually,"5'9""",Yes,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,"$100,000 - $149,999",Graduate degree,Pacific 3431774647,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, very rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,Pacific 3431774571,Once a month or less,About half the time,"5'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",No,No,Female,> 60,150000,Graduate degree,East North Central 3431771032,Once a month or less,Once in a while,"5'5""",Yes,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,> 60,,Graduate degree,West South Central 3431769849,Once a year or less,Usually,"6'1""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Male,18-29,"$25,000 - $49,999",Bachelor degree,West South Central 3431769300,Once a year or less,About half the time,"5'5""",No,The arm rests should be shared,The person by the window,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, very rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,South Atlantic 3431768949,Once a year or less,Usually,"5'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Once,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",Yes,No,Female,30-44,,Some college or Associate degree,South Atlantic 3431768059,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,,Bachelor degree,East North Central 3431767233,Once a month or less,About half the time,"5'5""",Yes,The person in the middle seat gets both arm rests,The person in aisle,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Graduate degree,Pacific 3431767197,Once a month or less,Usually,"5'3""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Female,18-29,"$25,000 - $49,999",Bachelor degree,West North Central 3431765507,Once a year or less,Never,"5'7""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude",No,No,Male,30-44,"$100,000 - $149,999",Bachelor degree,Pacific 3431764152,Once a year or less,Always,"5'1""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,> 60,"$100,000 - $149,999",Graduate degree,West North Central 3431763674,Once a year or less,Once in a while,"5'6""",No,The person in the middle seat gets both arm rests,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Female,18-29,"$25,000 - $49,999",Bachelor degree,Mountain 3431762850,Once a month or less,Once in a while,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,> 60,"$50,000 - $99,999",Graduate degree,West South Central 3431762195,Once a year or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,Middle Atlantic 3431760331,Once a month or less,About half the time,"5'6""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,150000,Graduate degree,West South Central 3431759736,Once a year or less,About half the time,"5'8""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, somewhat rude","Yes, very rude",No,No,Male,45-60,150000,Bachelor degree,West South Central 3431755117,Once a year or less,Once in a while,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,East North Central 3431755097,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$25,000 - $49,999",High school degree,East South Central 3431754696,Once a month or less,Once in a while,"5'1""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Four times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,,Graduate degree,East North Central 3431754605,Once a year or less,Always,"5'11""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"Yes, somewhat rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,30-44,"$50,000 - $99,999",Some college or Associate degree,Pacific 3431754304,Once a year or less,Always,"5'11""",Yes,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",Yes,No,Male,45-60,"$0 - $24,999",Some college or Associate degree,Pacific 3431754014,Once a year or less,Never,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"Yes, somewhat rude","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,18-29,,Some college or Associate degree,Pacific 3431753976,Once a month or less,Never,"5'4""",No,The arm rests should be shared,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","No, not at all rude","Yes, very rude",Yes,No,Female,45-60,"$50,000 - $99,999",Some college or Associate degree,East North Central 3431753863,Once a month or less,Once in a while,"5'9""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,45-60,,Some college or Associate degree,Pacific 3431753137,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,150000,Bachelor degree,New England 3431751323,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,Pacific 3431751287,Once a year or less,Always,"5'1""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,"$0 - $24,999",Graduate degree,Pacific 3431751153,Once a month or less,Once in a while,"5'2""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Female,18-29,"$0 - $24,999",Graduate degree,Pacific 3431751080,Once a month or less,Usually,"6'5""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",Yes,No,Male,18-29,"$25,000 - $49,999",Some college or Associate degree,East North Central 3431748816,Once a year or less,Always,"5'2""",No,The person in the middle seat gets both arm rests,The person by the window,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Female,45-60,,Some college or Associate degree,Middle Atlantic 3431748763,Once a year or less,Once in a while,"5'5""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$25,000 - $49,999",Some college or Associate degree,Pacific 3431748698,A few times per month,Never,"5'10""",Yes,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",Yes,No,Male,45-60,150000,Graduate degree,Mountain 3431747718,Once a year or less,Always,"5'2""",No,The arm rests should be shared,The person in aisle,The person in the window seat should have exclusive control,"No, not rude at all","Yes, somewhat rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,18-29,"$25,000 - $49,999",Some college or Associate degree,Mountain 3431746726,Once a year or less,Once in a while,"5'4""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Female,45-60,"$50,000 - $99,999",Bachelor degree,Pacific 3431745079,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,,Bachelor degree,Middle Atlantic 3431744747,Once a month or less,Once in a while,"5'8""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,> 60,150000,Graduate degree,Pacific 3431744533,A few times per month,Once in a while,"5'4""",Yes,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Female,30-44,,Graduate degree,Pacific 3431744015,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,,Some college or Associate degree,West South Central 3431743115,Once a month or less,About half the time,"6'0""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, very rude",No,No,Male,45-60,"$100,000 - $149,999",Bachelor degree,West North Central 3431741243,Once a year or less,Never,"5'10""",No,The arm rests should be shared,The arm rests should be shared,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Twice,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","Yes, very rude","Yes, very rude",No,No,Female,18-29,"$0 - $24,999",Some college or Associate degree,Pacific 3431740654,Once a year or less,Once in a while,"5'6""",No,The person in the middle seat gets both arm rests,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Bachelor degree,West North Central 3431738966,A few times per month,Always,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Four times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude",Yes,No,Female,45-60,150000,Some college or Associate degree,Pacific 3431737634,Once a year or less,Once in a while,"5'6""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Four times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","No, not at all rude","No, not at all rude",No,No,Female,18-29,,Some college or Associate degree,West South Central 3431737213,Once a year or less,Usually,"5'8""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","No, not at all rude","Yes, somewhat rude",No,No,Male,45-60,150000,Graduate degree,Pacific 3431737008,Once a year or less,Never,"5'4""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, very rude",Yes,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude",No,No,Female,> 60,"$50,000 - $99,999",Graduate degree,West North Central 3431736876,Once a month or less,Once in a while,"5'4""",No,The people in the aisle and window seats get both arm rests,The person by the window,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Three times,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, very rude","Yes, very rude","No, not at all rude","No, not at all rude",Yes,No,Female,18-29,,Bachelor degree,East North Central 3431736855,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$0 - $24,999",Bachelor degree,Pacific 3431736438,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$25,000 - $49,999",Some college or Associate degree,East South Central 3431735911,Once a year or less,Always,"5'3""",No,Whoever puts their arm on the arm rest first,Whoever puts their arm on the arm rest first,The person in the window seat should have exclusive control,"No, not rude at all","No, not at all rude",Once,"No, the person on the flight has no obligation to the person behind them","No, not rude at all",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude","Yes, very rude","Yes, very rude",Yes,No,Female,30-44,150000,High school degree,Middle Atlantic 3431734973,Never,,,,,,,,,,,,,,,,,,,,,Female,18-29,"$0 - $24,999",Some college or Associate degree,West South Central 3431734398,A few times per month,Once in a while,"6'1""",Yes,The person in the middle seat gets both arm rests,Other (please specify),Everyone in the row should have some say,"No, not rude at all","Yes, somewhat rude",Once,"No, the person on the flight has no obligation to the person behind them","Yes, somewhat rude",Yes,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude",No,No,Male,30-44,150000,Graduate degree,Pacific 3431732652,Once a year or less,Once in a while,"5'7""",No,Other (please specify),Other (please specify),Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, very rude",No,No,Male,30-44,"$0 - $24,999",Some college or Associate degree,East North Central 3431731770,Never,,,,,,,,,,,,,,,,,,,,,Male,45-60,150000,Bachelor degree,Pacific 3431731485,Never,,,,,,,,,,,,,,,,,,,,,Female,> 60,,Some college or Associate degree,East North Central 3431731196,Never,,,,,,,,,,,,,,,,,,,,,Female,30-44,"$50,000 - $99,999",Bachelor degree,New England 3431729581,Once a year or less,Once in a while,"6'3""",No,The arm rests should be shared,The arm rests should be shared,Everyone in the row should have some say,"No, not rude at all","No, not at all rude",Three times,"Yes, they should not recline their chair if the person behind them asks them not to","Yes, somewhat rude",No,"No, not at all rude","No, not at all rude","Yes, somewhat rude","Yes, somewhat rude","Yes, somewhat rude","Yes, very rude",No,No,Male,> 60,"$50,000 - $99,999",Bachelor degree,Pacific \ No newline at end of file diff --git a/flying-etiquette/flying_readme.txt b/flying-etiquette/flying_readme.txt new file mode 100644 index 0000000..fa17a44 --- /dev/null +++ b/flying-etiquette/flying_readme.txt @@ -0,0 +1,66 @@ +The CSV shows the raw data from our SurveyMonkey Audience poll on flying +Email walter.hickey@fivethirtyeight.com with questions or concerns. + +RespondentID + is a unique identifier for an individual respondent. +How often do you travel by plane? + Never, Once a year or less, Once a month or less, a few times per month, a few times per week, every day + Respondents who selected "Never" were not asked further questions. +Do you ever recline your seat when you fly? + Always, usually, about half the time, once in a while, never +How tall are you? + A dropdown box with "Under 5 ft.", 5'0", 5'1" [...] 6'4", 6'5", "6'6" and above" + This is probably cool to do stuff with. +Do you have any children under 18? + Yes or No +In a row of three seats, who should get to use the two arm rests?" + "Whoever puts their arm on the arm rest first", "The person in the middle seat gets both armrests","The people in the aisle and window seats get both armrests", "The armrests should be shared", "Other (please specify" + Write-in responses are not included in this CSV for uniformity's sake + If you want them, email me at walter.hickey@fivethirtyeight.com +"In a row of two seats, who should get to use the middle arm rest?" + "Whoever puts their arm on the arm rest first," "The person in the aisle", "The person by the window", "The arm rests should be shared", "Other (please specify)" + Write-in responses are not included in this CSV for uniformity's sake + If you want them, email me at walter.hickey@fivethirtyeight.com +Who should have control over the window shade? + "The person in the window seat should have exclusive control", "Everyone in the row should have some say" +Is it rude to move to an unsold seat on a plane? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Generally speaking, is it rude to say more than a few words to the stranger sitting next to you on a plane?", + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +On a 6 hour flight from NYC to LA, how many times is it acceptable to get up if you're not in an aisle seat?", + "It is not okay to get up during flight","Once","Twice","Three times","Four times","More than five times times" + [sic] +Under normal circumstances, does a person who reclines their seat during a flight have any obligation to the person sitting behind them?", + "Yes, they should not recline their chair if the person behind them asks them not to","No, the person on the flight has no obligation to the person behind them +Is it rude to recline your seat on a plane?, + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Given the opportunity, would you eliminate the possibility of reclining seats on planes entirely? + "Yes","No" +Is it rude to ask someone to switch seats with you in order to be closer to friends? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Is it rude to ask someone to switch seats with you in order to be closer to family? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Is it rude to wake a passenger up if you are trying to go to the bathroom? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Is it rude to wake a passenger up if you are trying to walk around? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +"In general, is it rude to bring a baby on a plane?" + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +"In general, is it rude to knowingly bring unruly children on a plane?" + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Have you ever used personal electronics during take off or landing in violation of a flight attendant's direction?, + "Yes","No" +Have you ever smoked a cigarette in an airplane bathroom when it was against the rules?, + "Yes","No" +Gender + "Male","Female" +Age + "< 18","18-29","30-44","45-60","> 60" + Note: The survey was only sent to people 18 and over +Household Income + "$0 - $24,999","$25,000 - $49,999","$50,000 - $99,999","$100,000 - $149,999","$150,000+" + Note: In the csv, it may appear that it's just "150,000" not "150,000+" +Education + "Less than high school degree","High school degree","Some college or Associate degree","Bachelor degree","Graduate degree" +Location (Census Region) + "New England","Middle Atlantic","East North Central","West North Central","South Atlantic","East South Central","West South Central","Mountain","Pacific" From c31ca7d138ebebd2424f1d7d499cc072a029aff3 Mon Sep 17 00:00:00 2001 From: andrewflowers Date: Fri, 5 Sep 2014 14:36:39 -0400 Subject: [PATCH 03/34] fix README for flying etiquette --- flying-etiquette/README.md | 66 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 66 insertions(+) create mode 100644 flying-etiquette/README.md diff --git a/flying-etiquette/README.md b/flying-etiquette/README.md new file mode 100644 index 0000000..fa17a44 --- /dev/null +++ b/flying-etiquette/README.md @@ -0,0 +1,66 @@ +The CSV shows the raw data from our SurveyMonkey Audience poll on flying +Email walter.hickey@fivethirtyeight.com with questions or concerns. + +RespondentID + is a unique identifier for an individual respondent. +How often do you travel by plane? + Never, Once a year or less, Once a month or less, a few times per month, a few times per week, every day + Respondents who selected "Never" were not asked further questions. +Do you ever recline your seat when you fly? + Always, usually, about half the time, once in a while, never +How tall are you? + A dropdown box with "Under 5 ft.", 5'0", 5'1" [...] 6'4", 6'5", "6'6" and above" + This is probably cool to do stuff with. +Do you have any children under 18? + Yes or No +In a row of three seats, who should get to use the two arm rests?" + "Whoever puts their arm on the arm rest first", "The person in the middle seat gets both armrests","The people in the aisle and window seats get both armrests", "The armrests should be shared", "Other (please specify" + Write-in responses are not included in this CSV for uniformity's sake + If you want them, email me at walter.hickey@fivethirtyeight.com +"In a row of two seats, who should get to use the middle arm rest?" + "Whoever puts their arm on the arm rest first," "The person in the aisle", "The person by the window", "The arm rests should be shared", "Other (please specify)" + Write-in responses are not included in this CSV for uniformity's sake + If you want them, email me at walter.hickey@fivethirtyeight.com +Who should have control over the window shade? + "The person in the window seat should have exclusive control", "Everyone in the row should have some say" +Is it rude to move to an unsold seat on a plane? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Generally speaking, is it rude to say more than a few words to the stranger sitting next to you on a plane?", + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +On a 6 hour flight from NYC to LA, how many times is it acceptable to get up if you're not in an aisle seat?", + "It is not okay to get up during flight","Once","Twice","Three times","Four times","More than five times times" + [sic] +Under normal circumstances, does a person who reclines their seat during a flight have any obligation to the person sitting behind them?", + "Yes, they should not recline their chair if the person behind them asks them not to","No, the person on the flight has no obligation to the person behind them +Is it rude to recline your seat on a plane?, + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Given the opportunity, would you eliminate the possibility of reclining seats on planes entirely? + "Yes","No" +Is it rude to ask someone to switch seats with you in order to be closer to friends? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Is it rude to ask someone to switch seats with you in order to be closer to family? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Is it rude to wake a passenger up if you are trying to go to the bathroom? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Is it rude to wake a passenger up if you are trying to walk around? + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +"In general, is it rude to bring a baby on a plane?" + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +"In general, is it rude to knowingly bring unruly children on a plane?" + "Yes, very rude","Yes, somewhat rude","No, not rude at all" +Have you ever used personal electronics during take off or landing in violation of a flight attendant's direction?, + "Yes","No" +Have you ever smoked a cigarette in an airplane bathroom when it was against the rules?, + "Yes","No" +Gender + "Male","Female" +Age + "< 18","18-29","30-44","45-60","> 60" + Note: The survey was only sent to people 18 and over +Household Income + "$0 - $24,999","$25,000 - $49,999","$50,000 - $99,999","$100,000 - $149,999","$150,000+" + Note: In the csv, it may appear that it's just "150,000" not "150,000+" +Education + "Less than high school degree","High school degree","Some college or Associate degree","Bachelor degree","Graduate degree" +Location (Census Region) + "New England","Middle Atlantic","East North Central","West North Central","South Atlantic","East South Central","West South Central","Mountain","Pacific" From d1775c3840095e193259df05aff7d61adfacea3b Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Fri, 5 Sep 2014 14:45:37 -0400 Subject: [PATCH 04/34] flying-etiquette -> flying-etiquette-survey --- .../README.md | 0 .../flying-etiquette.csv | 0 flying-etiquette/flying_readme.txt | 66 ------------------- 3 files changed, 66 deletions(-) rename {flying-etiquette => flying-etiquette-survey}/README.md (100%) rename {flying-etiquette => flying-etiquette-survey}/flying-etiquette.csv (100%) delete mode 100644 flying-etiquette/flying_readme.txt diff --git a/flying-etiquette/README.md b/flying-etiquette-survey/README.md similarity index 100% rename from flying-etiquette/README.md rename to flying-etiquette-survey/README.md diff --git a/flying-etiquette/flying-etiquette.csv b/flying-etiquette-survey/flying-etiquette.csv similarity index 100% rename from flying-etiquette/flying-etiquette.csv rename to flying-etiquette-survey/flying-etiquette.csv diff --git a/flying-etiquette/flying_readme.txt b/flying-etiquette/flying_readme.txt deleted file mode 100644 index fa17a44..0000000 --- a/flying-etiquette/flying_readme.txt +++ /dev/null @@ -1,66 +0,0 @@ -The CSV shows the raw data from our SurveyMonkey Audience poll on flying -Email walter.hickey@fivethirtyeight.com with questions or concerns. - -RespondentID - is a unique identifier for an individual respondent. -How often do you travel by plane? - Never, Once a year or less, Once a month or less, a few times per month, a few times per week, every day - Respondents who selected "Never" were not asked further questions. -Do you ever recline your seat when you fly? - Always, usually, about half the time, once in a while, never -How tall are you? - A dropdown box with "Under 5 ft.", 5'0", 5'1" [...] 6'4", 6'5", "6'6" and above" - This is probably cool to do stuff with. -Do you have any children under 18? - Yes or No -In a row of three seats, who should get to use the two arm rests?" - "Whoever puts their arm on the arm rest first", "The person in the middle seat gets both armrests","The people in the aisle and window seats get both armrests", "The armrests should be shared", "Other (please specify" - Write-in responses are not included in this CSV for uniformity's sake - If you want them, email me at walter.hickey@fivethirtyeight.com -"In a row of two seats, who should get to use the middle arm rest?" - "Whoever puts their arm on the arm rest first," "The person in the aisle", "The person by the window", "The arm rests should be shared", "Other (please specify)" - Write-in responses are not included in this CSV for uniformity's sake - If you want them, email me at walter.hickey@fivethirtyeight.com -Who should have control over the window shade? - "The person in the window seat should have exclusive control", "Everyone in the row should have some say" -Is it rude to move to an unsold seat on a plane? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Generally speaking, is it rude to say more than a few words to the stranger sitting next to you on a plane?", - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -On a 6 hour flight from NYC to LA, how many times is it acceptable to get up if you're not in an aisle seat?", - "It is not okay to get up during flight","Once","Twice","Three times","Four times","More than five times times" - [sic] -Under normal circumstances, does a person who reclines their seat during a flight have any obligation to the person sitting behind them?", - "Yes, they should not recline their chair if the person behind them asks them not to","No, the person on the flight has no obligation to the person behind them -Is it rude to recline your seat on a plane?, - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Given the opportunity, would you eliminate the possibility of reclining seats on planes entirely? - "Yes","No" -Is it rude to ask someone to switch seats with you in order to be closer to friends? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Is it rude to ask someone to switch seats with you in order to be closer to family? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Is it rude to wake a passenger up if you are trying to go to the bathroom? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Is it rude to wake a passenger up if you are trying to walk around? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -"In general, is it rude to bring a baby on a plane?" - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -"In general, is it rude to knowingly bring unruly children on a plane?" - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Have you ever used personal electronics during take off or landing in violation of a flight attendant's direction?, - "Yes","No" -Have you ever smoked a cigarette in an airplane bathroom when it was against the rules?, - "Yes","No" -Gender - "Male","Female" -Age - "< 18","18-29","30-44","45-60","> 60" - Note: The survey was only sent to people 18 and over -Household Income - "$0 - $24,999","$25,000 - $49,999","$50,000 - $99,999","$100,000 - $149,999","$150,000+" - Note: In the csv, it may appear that it's just "150,000" not "150,000+" -Education - "Less than high school degree","High school degree","Some college or Associate degree","Bachelor degree","Graduate degree" -Location (Census Region) - "New England","Middle Atlantic","East North Central","West North Central","South Atlantic","East South Central","West South Central","Mountain","Pacific" From 4afda7a268fa3432f63f69f65fa9488edd4013c5 Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Fri, 5 Sep 2014 14:51:10 -0400 Subject: [PATCH 05/34] edit readme --- flying-etiquette-survey/README.md | 67 +------------------------------ 1 file changed, 2 insertions(+), 65 deletions(-) diff --git a/flying-etiquette-survey/README.md b/flying-etiquette-survey/README.md index fa17a44..c38acb2 100644 --- a/flying-etiquette-survey/README.md +++ b/flying-etiquette-survey/README.md @@ -1,66 +1,3 @@ -The CSV shows the raw data from our SurveyMonkey Audience poll on flying -Email walter.hickey@fivethirtyeight.com with questions or concerns. +### Flying Etiquette Survey -RespondentID - is a unique identifier for an individual respondent. -How often do you travel by plane? - Never, Once a year or less, Once a month or less, a few times per month, a few times per week, every day - Respondents who selected "Never" were not asked further questions. -Do you ever recline your seat when you fly? - Always, usually, about half the time, once in a while, never -How tall are you? - A dropdown box with "Under 5 ft.", 5'0", 5'1" [...] 6'4", 6'5", "6'6" and above" - This is probably cool to do stuff with. -Do you have any children under 18? - Yes or No -In a row of three seats, who should get to use the two arm rests?" - "Whoever puts their arm on the arm rest first", "The person in the middle seat gets both armrests","The people in the aisle and window seats get both armrests", "The armrests should be shared", "Other (please specify" - Write-in responses are not included in this CSV for uniformity's sake - If you want them, email me at walter.hickey@fivethirtyeight.com -"In a row of two seats, who should get to use the middle arm rest?" - "Whoever puts their arm on the arm rest first," "The person in the aisle", "The person by the window", "The arm rests should be shared", "Other (please specify)" - Write-in responses are not included in this CSV for uniformity's sake - If you want them, email me at walter.hickey@fivethirtyeight.com -Who should have control over the window shade? - "The person in the window seat should have exclusive control", "Everyone in the row should have some say" -Is it rude to move to an unsold seat on a plane? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Generally speaking, is it rude to say more than a few words to the stranger sitting next to you on a plane?", - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -On a 6 hour flight from NYC to LA, how many times is it acceptable to get up if you're not in an aisle seat?", - "It is not okay to get up during flight","Once","Twice","Three times","Four times","More than five times times" - [sic] -Under normal circumstances, does a person who reclines their seat during a flight have any obligation to the person sitting behind them?", - "Yes, they should not recline their chair if the person behind them asks them not to","No, the person on the flight has no obligation to the person behind them -Is it rude to recline your seat on a plane?, - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Given the opportunity, would you eliminate the possibility of reclining seats on planes entirely? - "Yes","No" -Is it rude to ask someone to switch seats with you in order to be closer to friends? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Is it rude to ask someone to switch seats with you in order to be closer to family? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Is it rude to wake a passenger up if you are trying to go to the bathroom? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Is it rude to wake a passenger up if you are trying to walk around? - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -"In general, is it rude to bring a baby on a plane?" - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -"In general, is it rude to knowingly bring unruly children on a plane?" - "Yes, very rude","Yes, somewhat rude","No, not rude at all" -Have you ever used personal electronics during take off or landing in violation of a flight attendant's direction?, - "Yes","No" -Have you ever smoked a cigarette in an airplane bathroom when it was against the rules?, - "Yes","No" -Gender - "Male","Female" -Age - "< 18","18-29","30-44","45-60","> 60" - Note: The survey was only sent to people 18 and over -Household Income - "$0 - $24,999","$25,000 - $49,999","$50,000 - $99,999","$100,000 - $149,999","$150,000+" - Note: In the csv, it may appear that it's just "150,000" not "150,000+" -Education - "Less than high school degree","High school degree","Some college or Associate degree","Bachelor degree","Graduate degree" -Location (Census Region) - "New England","Middle Atlantic","East North Central","West North Central","South Atlantic","East South Central","West South Central","Mountain","Pacific" +Results of a SurveyMonkey survey conducted by FiveThirtyEight for the story, [41 Percent of Fliers Say It’s Rude To Recline Your Airplane Seat](http://fivethirtyeight.com/datalab/airplane-etiquette-recline-seat) From 0944c1e0ae6cea7b78ea943fcc453281e2cb9106 Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Fri, 5 Sep 2014 14:51:34 -0400 Subject: [PATCH 06/34] Update README.md --- flying-etiquette-survey/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/flying-etiquette-survey/README.md b/flying-etiquette-survey/README.md index c38acb2..03bef85 100644 --- a/flying-etiquette-survey/README.md +++ b/flying-etiquette-survey/README.md @@ -1,3 +1,3 @@ ### Flying Etiquette Survey -Results of a SurveyMonkey survey conducted by FiveThirtyEight for the story, [41 Percent of Fliers Say It’s Rude To Recline Your Airplane Seat](http://fivethirtyeight.com/datalab/airplane-etiquette-recline-seat) +Results of a SurveyMonkey survey commissioned by FiveThirtyEight for the story [41 Percent of Fliers Say It’s Rude To Recline Your Airplane Seat](http://fivethirtyeight.com/datalab/airplane-etiquette-recline-seat) From d223367e86ce316270859ae6ef928e4023a62ffb Mon Sep 17 00:00:00 2001 From: Andrew Flowers Date: Fri, 5 Sep 2014 14:58:07 -0400 Subject: [PATCH 07/34] add flying-etiquette-survey to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 85375d2..74641e7 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,7 @@ We hope you'll use it to check our work and to create stories and visualizations Article Date(s) | Headline(s) | Folder ---|---------|------------- +Sept. 5, 2014 | [41 Percent of Fliers Say It’s Rude To Recline Your Airplane Seat](http://fivethirtyeight.com/datalab/airplane-etiquette-recline-seat/) | `flying-etiquette-survey` Aug. 20, 2014 | [Most Police Don’t Live In The Cities They Serve](http://fivethirtyeight.com/datalab/most-police-dont-live-in-the-cities-they-serve/) | `police-locals` Aug. 13, 2014 | [Dear Mona Followup: Where Do People Drink The Most Beer, Wine And Spirits?](http://fivethirtyeight.com/datalab/dear-mona-followup-where-do-people-drink-the-most-beer-wine-and-spirits/) | `alcohol-consumption` Aug. 4, 2014 | [The Football Hall Of Fame Has A Receiver Problem](http://fivethirtyeight.com/features/the-football-hall-of-fame-has-a-receiver-problem/) | `nfl-wide-receivers` From 03444982fcdc10318b1a90d203d45da51b41d2a7 Mon Sep 17 00:00:00 2001 From: atmccann Date: Tue, 9 Sep 2014 15:37:01 -0400 Subject: [PATCH 08/34] add nfl suspensions data --- nfl-suspensions/nfl-suspensions-data.csv | 1 + 1 file changed, 1 insertion(+) create mode 100644 nfl-suspensions/nfl-suspensions-data.csv diff --git a/nfl-suspensions/nfl-suspensions-data.csv b/nfl-suspensions/nfl-suspensions-data.csv new file mode 100644 index 0000000..2963c8f --- /dev/null +++ b/nfl-suspensions/nfl-suspensions-data.csv @@ -0,0 +1 @@ +name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year P. Hornung,GB,14,Personal conduct,Gambling-related,1963,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,2008,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,TEN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,BUF,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,2012,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,IND,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,MIN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,STL,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file From f8cd9f39e218422ac15b705e5763da3684aad5fa Mon Sep 17 00:00:00 2001 From: Allison McCann Date: Tue, 9 Sep 2014 15:38:39 -0400 Subject: [PATCH 09/34] add nfl suspensions data --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 74641e7..7918dc5 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,7 @@ We hope you'll use it to check our work and to create stories and visualizations Article Date(s) | Headline(s) | Folder ---|---------|------------- +Sept. 9, 2014 | [The NFL’s Uneven History Of Punishing Domestic Violence](http://fivethirtyeight.com/features/nfl-domestic-violence-policy-suspensions/) | `nfl-suspensions` Sept. 5, 2014 | [41 Percent of Fliers Say It’s Rude To Recline Your Airplane Seat](http://fivethirtyeight.com/datalab/airplane-etiquette-recline-seat/) | `flying-etiquette-survey` Aug. 20, 2014 | [Most Police Don’t Live In The Cities They Serve](http://fivethirtyeight.com/datalab/most-police-dont-live-in-the-cities-they-serve/) | `police-locals` Aug. 13, 2014 | [Dear Mona Followup: Where Do People Drink The Most Beer, Wine And Spirits?](http://fivethirtyeight.com/datalab/dear-mona-followup-where-do-people-drink-the-most-beer-wine-and-spirits/) | `alcohol-consumption` From 465c728a8b2d95904325fd0cf727b2ac421a0a95 Mon Sep 17 00:00:00 2001 From: atmccann Date: Tue, 9 Sep 2014 15:42:59 -0400 Subject: [PATCH 10/34] update nfl suspension data --- nfl-suspensions/nfl-suspensions-data.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nfl-suspensions/nfl-suspensions-data.csv b/nfl-suspensions/nfl-suspensions-data.csv index 2963c8f..84106bc 100644 --- a/nfl-suspensions/nfl-suspensions-data.csv +++ b/nfl-suspensions/nfl-suspensions-data.csv @@ -1 +1 @@ -name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year P. Hornung,GB,14,Personal conduct,Gambling-related,1963,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,2008,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,TEN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,BUF,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,2012,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,IND,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,MIN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,STL,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file +name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year P. Hornung,GB,14,Personal conduct,Gambling-related,1963,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,TEN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,BUF,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,IND,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,MIN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,STL,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file From 75422e517137eeeaf7ae073fa1af81dd8da8b411 Mon Sep 17 00:00:00 2001 From: atmccann Date: Tue, 9 Sep 2014 15:52:48 -0400 Subject: [PATCH 11/34] add nfl readme --- nfl-suspensions/README.md | 3 +++ 1 file changed, 3 insertions(+) create mode 100644 nfl-suspensions/README.md diff --git a/nfl-suspensions/README.md b/nfl-suspensions/README.md new file mode 100644 index 0000000..e44a537 --- /dev/null +++ b/nfl-suspensions/README.md @@ -0,0 +1,3 @@ +### NFL suspensions data + +The raw data behind the story, [The NFL’s Uneven History Of Punishing Domestic Violence](http://fivethirtyeight.com/features/nfl-domestic-violence-policy-suspensions/) \ No newline at end of file From 94f03f358d54b3313dfcc8c7c84ead27b196a620 Mon Sep 17 00:00:00 2001 From: atmccann Date: Tue, 9 Sep 2014 16:21:46 -0400 Subject: [PATCH 12/34] update nfl readme with header info --- nfl-suspensions/README.md | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/nfl-suspensions/README.md b/nfl-suspensions/README.md index e44a537..cfc2d38 100644 --- a/nfl-suspensions/README.md +++ b/nfl-suspensions/README.md @@ -1,3 +1,13 @@ ### NFL suspensions data -The raw data behind the story, [The NFL’s Uneven History Of Punishing Domestic Violence](http://fivethirtyeight.com/features/nfl-domestic-violence-policy-suspensions/) \ No newline at end of file +The raw data behind the story, [The NFL’s Uneven History Of Punishing Domestic Violence](http://fivethirtyeight.com/features/nfl-domestic-violence-policy-suspensions/) + +Header | Definition +---|--------- +`name` | first initial.last name +`team` | team at time of suspension +`games` | number of games suspended (one regular season = 16 games) +`category` | PEDs = performance enhancing drugs +`desc.` | description +`year` | year of suspension +`source` | news source From af6a5f1fa21191678d7744a3b39071496d56c347 Mon Sep 17 00:00:00 2001 From: atmccann Date: Tue, 9 Sep 2014 16:23:23 -0400 Subject: [PATCH 13/34] update nfl readme --- nfl-suspensions/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nfl-suspensions/README.md b/nfl-suspensions/README.md index cfc2d38..b2e4ae6 100644 --- a/nfl-suspensions/README.md +++ b/nfl-suspensions/README.md @@ -7,7 +7,7 @@ Header | Definition `name` | first initial.last name `team` | team at time of suspension `games` | number of games suspended (one regular season = 16 games) -`category` | PEDs = performance enhancing drugs +`category` | personal conduct, substance abuse, peformance enhancing drugs or in-game violence `desc.` | description `year` | year of suspension `source` | news source From 613c858a3412538e23b4f7fbe0be5414beceeb08 Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 17:24:13 -0400 Subject: [PATCH 14/34] Create college-majors-rscript.R --- college-majors/college-majors-rscript.R | 165 ++++++++++++++++++++++++ 1 file changed, 165 insertions(+) create mode 100644 college-majors/college-majors-rscript.R diff --git a/college-majors/college-majors-rscript.R b/college-majors/college-majors-rscript.R new file mode 100644 index 0000000..6935f89 --- /dev/null +++ b/college-majors/college-majors-rscript.R @@ -0,0 +1,165 @@ +############################################################## +# +# COLLEGE MAJORS AND EARNINGS +# This is the code used to generate data for FiveThirtyEight's +# story on earnings by college major. +# Analysis is based off the 2010-2012 American Community Survey +# microdata. +# Download data here: http://www.census.gov/acs/www/data_documentation/pums_data/ +# Documentation here: http://www.census.gov/acs/www/data_documentation/pums_documentation/ + +# First download data and select records for which college major +# (variable FOD1P) is present. Save into data frame as MAJORS1012. +# Also download github_majorslist.csv + +require(dplyr) + +load("MAJORS1012") +MajorsList <- read.csv("github_majorslist.csv",header=TRUE,stringsAsFactors=FALSE) + +working <- merge(MAJORS1012,MajorsList,by="FOD1P") # Check merge properly +MAJORS1012 <- working +rm(working) + +# Create dummy for full-time, year-round workers +MAJORS1012$FTYR <- 0 +MAJORS1012$FTYR[MAJORS1012$WKW == 1 & MAJORS1012$WKHP >= 35] <- 1 +nrow(MAJORS1012[MAJORS1012$FTYR==1,]) + +# If you want inflation-adjusted earnings, this is how to do it +# MAJOR1012 <- mutate(MAJORS1012,RealEarn = PERNP * (ADJINC/1000000)) + +# We want data on three groups +# For ALL ages (no grad degree): +# - Number: Total, Employed, Unemployed, Employed FTYR +# - Median earnings (for FYFT) +# - 25th and 75th percentile earnings +# - Unemployment rate +# For ages 25+ +# - Median earnings for grad degree (FTYR) +# - Median earnings for non grad degree (FTYR) +# - Number with grad degree: Total, Employed, Unemployed, FTYR +# - Number without grad degree: Total, Employed, Unemployed, FTYR +# - Sample size +# For YOUNG (up to 27): +# - Number: Total, Employed, Unemployed, Employed FTYR +# - Sample size +# - Median earnings (for FYFT) +# - 25% and 75% percentile earnings +# - Unemployment rate +# - Median hours worked +# - Share working full-time +# - Share employed in college/noncollege and low-end jobs + +# Several smaller data frames +allage <- filter(MAJORS1012,SCHL == 21) # No grad degree earners +allage.ftyr <- filter(MAJORS1012,SCHL == 21 & FTYR == 1 & PERNP >0) +over25.nograd <- filter(MAJORS1012,AGEP > 24 & SCHL == 21) +over25.grad <- filter(MAJORS1012,AGEP > 24 & SCHL > 21) +young <- filter(MAJORS1012,AGEP < 28) # This DOES include students with grad degrees +young.ftyr <- filter(young,FTYR == 1 & SCHL == 21 & SCH == 1) # But this doesn't. Also excludes those in school. + +# Create dummy for low-end job +# Here's our list of low-end jobs +# 4020 .EAT-COOKS +# 4030 .EAT-FOOD PREPARATION WORKERS +# 4040 .EAT-BARTENDERS +# 4050 .EAT-COMBINED FOOD PREPARATION AND SERVING WORKERS, +# .INCLUDING FAST FOOD +# 4060 .EAT-COUNTER ATTENDANTS, CAFETERIA, FOOD CONCESSION, AND +# .COFFEE SHOP +# 4110 .EAT-WAITERS AND WAITRESSES +# 4120 .EAT-FOOD SERVERS, NONRESTAURANT +# 4130 .EAT-MISCELLANEOUS FOOD PREPARATION AND SERVING RELATED +# .WORKERS, INCLUDING DINING ROOM AND CAFETERIA ATTENDANTS AND +# .BARTENDER HELPERS +# 4140 .EAT-DISHWASHERS +# 4150 .EAT-HOSTS AND HOSTESSES, RESTAURANT, LOUNGE, AND COFFEE SHOP +# 4220 .CLN-JANITORS AND BUILDING CLEANERS +# 4230 .CLN-MAIDS AND HOUSEKEEPING CLEANERS +# 4240 .CLN-PEST CONTROL WORKERS +# 4250 .CLN-GROUNDS MAINTENANCE WORKERS +# 4720 .SAL-CASHIERS +# 4740 .SAL-COUNTER AND RENTAL CLERKS +# 4750 .SAL-PARTS SALESPERSONS +# 4760 .SAL-RETAIL SALESPERSONS +# 4940 .SAL-TELEMARKETERS + +lowend <- c(4020,4030,4040,4050,4060,4110,4120,4130,4140,4150,4220,4230,4240,4250,4720,4740,4750,4760,4940) +young$LowEnd <- 0 +young$LowEnd[young$OCCP10 %in% as.list(lowend) | young$OCCP12 %in% as.list(lowend)] <- 1 + +# This creates a dummy for college-level jobs. Based off non-public data from Jaison R. Abel and +# Richard Deitz of the New York Fed. As a result, csv is not included here. +# collegejobs <- read.csv("collegejobs.csv",header=TRUE,stringsAsFactors=FALSE) +# young$collegejob[young$OCCP10 %in% as.list(collegejobs$OCC[collegejobs$College==1]) | +# young$OCCP12 %in% as.list(collegejobs$OCC[collegejobs$College==1])] <- 1 +# young$noncollege[young$OCCP10 %in% as.list(collegejobs$OCC[collegejobs$College==0]) | +# young$OCCP12 %in% as.list(collegejobs$OCC[collegejobs$College==0])] <- 1 + +# Now we create three big dataframes for the analysis +AllAges <- data.frame(FOD1P = as.numeric(MajorsList$FOD1P[2:nrow(MajorsList)]),Major = MajorsList$Major[2:nrow(MajorsList)],Major_Cat = MajorsList$Major_Category[2:nrow(MajorsList)], + Total = NA, Employed = NA, FTYR = NA, Unemployed = NA, Urate = NA, Median = NA, P25th = NA, P75th = NA) +Ages25up <- data.frame(FOD1P = as.numeric(MajorsList$FOD1P[2:nrow(MajorsList)]),Major = MajorsList$Major[2:nrow(MajorsList)],Major_Cat = MajorsList$Major_Category[2:nrow(MajorsList)], + GradTotal = NA, GradEmployed = NA, GradFTYR = NA, GradUnemployed = NA, GradUrate = NA, GradMedian = NA, GradP25th = NA, GradP75th = NA,GradSample = NA, + NoGradTotal = NA, NoGradEmployed = NA, NoGradFTYR = NA, NoGradUnemployed = NA, NoGradUrate = NA, NoGradMedian = NA, NoGradP25th = NA, NoGradP75th = NA) +Young <- data.frame(FOD1P = as.numeric(MajorsList$FOD1P[2:nrow(MajorsList)]),Major = MajorsList$Major[2:nrow(MajorsList)],Major_Cat = MajorsList$Major_Category[2:nrow(MajorsList)], + Total = NA, Employed = NA, FTYR = NA, Unemployed = NA, Urate = NA, Median = NA, P25th = NA, P75th = NA, Sample = NA, + Median_hours = NA, FT = NA, PT = NA, LowEnd = NA, CollegeJob = NA, NonCollege = NA, Men = NA, Women = NA, ShareWomen = NA) + +# We'll do this in one big for loop +loop <- seq(1:nrow(AllAges)) +for (i in loop) { + x <- AllAges$FOD1P[i] + AllAges[i,4] <- with(allage,sum(PWGTP[FOD1P==x])) + AllAges[i,5] <- with(allage,sum(PWGTP[FOD1P==x & (ESR == 1 | ESR == 2)])) + AllAges[i,6] <- with(allage,sum(PWGTP[FOD1P==x & FTYR == 1])) + AllAges[i,7] <- with(allage,sum(PWGTP[FOD1P==x & ESR == 3])) + AllAges[i,8] <- AllAges[i,7]/(AllAges[i,5] + AllAges[i,7]) + AllAges[i,9] <- with(allage.ftyr[allage.ftyr$FOD1P == x,],median(rep(PERNP,times=PWGTP))) + AllAges[i,10] <- with(allage.ftyr[allage.ftyr$FOD1P == x,],quantile(rep(PERNP,times=PWGTP))[2]) + AllAges[i,11] <- with(allage.ftyr[allage.ftyr$FOD1P == x,],quantile(rep(PERNP,times=PWGTP))[4]) + + Ages25up[i,4] <- with(over25.grad,sum(PWGTP[FOD1P==x])) + Ages25up[i,5] <- with(over25.grad,sum(PWGTP[FOD1P==x & (ESR == 1 | ESR == 2)])) + Ages25up[i,6] <- with(over25.grad,sum(PWGTP[FOD1P==x & FTYR == 1])) + Ages25up[i,7] <- with(over25.grad,sum(PWGTP[FOD1P==x & ESR == 3])) + Ages25up[i,8] <- Ages25up[i,7]/(Ages25up[i,5] + Ages25up[i,7]) + Ages25up[i,9] <- with(over25.grad[over25.grad$FOD1P == x & over25.grad$FTYR ==1,],median(rep(PERNP,times=PWGTP))) + Ages25up[i,10] <- with(over25.grad[over25.grad$FOD1P == x & over25.grad$FTYR ==1,],quantile(rep(PERNP,times=PWGTP))[2]) + Ages25up[i,11] <- with(over25.grad[over25.grad$FOD1P == x & over25.grad$FTYR ==1,],quantile(rep(PERNP,times=PWGTP))[4]) + Ages25up[i,12] <- nrow(over25.grad[over25.grad$FOD1P == x & over25.grad$FTYR ==1,]) + Ages25up[i,13] <- with(over25.nograd,sum(PWGTP[FOD1P==x])) + Ages25up[i,14] <- with(over25.nograd,sum(PWGTP[FOD1P==x & (ESR == 1 | ESR == 2)])) + Ages25up[i,15] <- with(over25.nograd,sum(PWGTP[FOD1P==x & FTYR == 1])) + Ages25up[i,16] <- with(over25.nograd,sum(PWGTP[FOD1P==x & ESR == 3])) + Ages25up[i,17] <- Ages25up[i,16]/(Ages25up[i,14] + Ages25up[i,16]) + Ages25up[i,18] <- with(over25.nograd[over25.nograd$FOD1P == x & over25.nograd$FTYR ==1,],median(rep(PERNP,times=PWGTP))) + Ages25up[i,19] <- with(over25.nograd[over25.nograd$FOD1P == x & over25.nograd$FTYR ==1,],quantile(rep(PERNP,times=PWGTP))[2]) + Ages25up[i,20] <- with(over25.nograd[over25.nograd$FOD1P == x & over25.nograd$FTYR ==1,],quantile(rep(PERNP,times=PWGTP))[4]) + + Young[i,4] <- with(young,sum(PWGTP[FOD1P==x])) + Young[i,5] <- with(young,sum(PWGTP[FOD1P==x & (ESR == 1 | ESR == 2)])) + Young[i,6] <- with(young,sum(PWGTP[FOD1P==x & FTYR == 1])) + Young[i,7] <- with(young,sum(PWGTP[FOD1P==x & ESR == 3])) + Young[i,8] <- Young[i,7]/(Young[i,5] + Young[i,7]) + Young[i,9] <- with(young.ftyr[young.ftyr$FOD1P == x & young.ftyr$PERNP>0,],median(rep(PERNP,times=PWGTP))) + Young[i,10] <- with(young.ftyr[young.ftyr$FOD1P == x & young.ftyr$PERNP>0,],quantile(rep(PERNP,times=PWGTP))[2]) + Young[i,11] <- with(young.ftyr[young.ftyr$FOD1P == x & young.ftyr$PERNP>0,],quantile(rep(PERNP,times=PWGTP))[4]) + Young[i,12] <- nrow(young.ftyr[young.ftyr$FOD1P == x & young.ftyr$PERNP>0,]) + Young[i,13] <- with(young[young$FOD1P == x,],median(na.omit(rep(WKHP,times=PWGTP)))) + Young[i,14] <- with(young,sum(na.omit(PWGTP[FOD1P==x & WKHP >= 35]))) + Young[i,15] <- with(young,sum(na.omit(PWGTP[FOD1P==x & WKHP < 35]))) + Young[i,16] <- with(young,sum(PWGTP[FOD1P==x & LowEnd == 1])) + Young[i,17] <- with(young,sum(na.omit(PWGTP[FOD1P==x & collegejob == 1 & (ESR == 1 | ESR == 2)]))) # only want employed + Young[i,18] <- with(young,sum(na.omit(PWGTP[FOD1P==x & noncollege == 1 & (ESR == 1 | ESR == 2)]))) # only want employed + Young[i,19] <- with(young,sum(PWGTP[FOD1P==x & SEX == 1])) + Young[i,20] <- with(young,sum(PWGTP[FOD1P==x & SEX == 2])) + Young[i,21] <- Young[i,20]/(Young[i,19] + Young[i,20]) + + print(paste(i,"of",nrow(AllAges))) +} + +write.csv(Young,file="Young.csv") +write.csv(AllAges,file="AllAges.csv") +write.csv(Ages25up,file="Ages25up.csv") From fd716445357d35aaba18774d9a2d620c5ae344d8 Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 17:27:39 -0400 Subject: [PATCH 15/34] Create recent-grads.csv Data for graduates under age 28. --- college-majors/recent-grads.csv | 174 ++++++++++++++++++++++++++++++++ 1 file changed, 174 insertions(+) create mode 100644 college-majors/recent-grads.csv diff --git a/college-majors/recent-grads.csv b/college-majors/recent-grads.csv new file mode 100644 index 0000000..8fb5c0b --- /dev/null +++ b/college-majors/recent-grads.csv @@ -0,0 +1,174 @@ +Rank,Major_code,Major,Major_category,Total,Sample_size,Men,Women,ShareWomen,Employed,Full_time,Part_time,Full_time_year_round,Unemployed,Unemployment_rate,Median,P25th,P75th,College_jobs,Non_college_jobs,Low_wage_jobs +1,2419,PETROLEUM ENGINEERING,Engineering,2339,36,2057,282,0.120564344,1976,1849,270,1207,37,0.018380527,110000,95000,125000,1534,364,193 +2,2416,MINING AND MINERAL ENGINEERING,Engineering,756,7,679,77,0.101851852,640,556,170,388,85,0.117241379,75000,55000,90000,350,257,50 +3,2415,METALLURGICAL ENGINEERING,Engineering,856,3,725,131,0.153037383,648,558,133,340,16,0.024096386,73000,50000,105000,456,176,0 +4,2417,NAVAL ARCHITECTURE AND MARINE ENGINEERING,Engineering,1258,16,1123,135,0.107313196,758,1069,150,692,40,0.050125313,70000,43000,80000,529,102,0 +5,2405,CHEMICAL ENGINEERING,Engineering,32260,289,21239,11021,0.341630502,25694,23170,5180,16697,1672,0.061097712,65000,50000,75000,18314,4440,972 +6,2418,NUCLEAR ENGINEERING,Engineering,2573,17,2200,373,0.144966965,1857,2038,264,1449,400,0.177226407,65000,50000,102000,1142,657,244 +7,6202,ACTUARIAL SCIENCE,Business,3777,51,832,960,0.535714286,2912,2924,296,2482,308,0.095652174,62000,53000,72000,1768,314,259 +8,5001,ASTRONOMY AND ASTROPHYSICS,Physical Sciences,1792,10,2110,1667,0.441355573,1526,1085,553,827,33,0.021167415,62000,31500,109000,972,500,220 +9,2414,MECHANICAL ENGINEERING,Engineering,91227,1029,12953,2105,0.139792801,76442,71298,13101,54639,4650,0.057342278,60000,48000,70000,52844,16384,3253 +10,2408,ELECTRICAL ENGINEERING,Engineering,81527,631,8407,6548,0.437846874,61928,55450,12695,41413,3895,0.059173845,60000,45000,72000,45829,10874,3170 +11,2407,COMPUTER ENGINEERING,Engineering,41542,399,33258,8284,0.199412643,32506,30315,5146,23621,2275,0.065409275,60000,45000,75000,23694,5721,980 +12,2401,AEROSPACE ENGINEERING,Engineering,15058,147,65511,16016,0.196450256,11391,11106,2724,8790,794,0.065162085,60000,42000,70000,8184,2425,372 +13,2404,BIOMEDICAL ENGINEERING,Engineering,14955,79,80320,10907,0.119558903,10047,9017,2694,5986,1019,0.09208386,60000,36000,70000,6439,2471,789 +14,5008,MATERIALS SCIENCE,Engineering,4279,22,2949,1330,0.310820285,3307,2751,878,1967,78,0.023042836,60000,39000,65000,2626,391,81 +15,2409,ENGINEERING MECHANICS PHYSICS AND SCIENCE,Engineering,4321,30,3526,795,0.183985189,3608,2999,811,2004,23,0.006334343,58000,25000,74000,2439,947,263 +16,2402,BIOLOGICAL ENGINEERING,Engineering,8925,55,6062,2863,0.320784314,6170,5455,1983,3413,589,0.087143069,57100,40000,76000,3603,1595,524 +17,2412,INDUSTRIAL AND MANUFACTURING ENGINEERING,Engineering,18968,183,12453,6515,0.343473218,15604,14879,2243,11326,699,0.042875544,57000,37900,67000,8306,3235,640 +18,2400,GENERAL ENGINEERING,Engineering,61152,425,45683,15469,0.252959838,44931,41235,7199,33540,2859,0.059824231,56000,36000,69000,26898,11734,3192 +19,2403,ARCHITECTURAL ENGINEERING,Engineering,2825,26,1835,990,0.350442478,2575,2277,343,1848,170,0.061930783,54000,38000,65000,1665,649,137 +20,3201,COURT REPORTING,Law & Public Policy,1148,14,877,271,0.236062718,930,808,223,808,11,0.011689692,54000,50000,54000,402,528,144 +21,2102,COMPUTER SCIENCE,Computers & Mathematics,128319,1196,1837,2524,0.578766338,102087,91485,18726,70932,6884,0.063172771,53000,39000,70000,68622,25667,5144 +22,1104,FOOD SCIENCE,Agriculture & Natural Resources,4361,36,99743,28576,0.222695002,3149,2558,1121,1735,338,0.09693146,53000,32000,70000,1183,1274,485 +23,2502,ELECTRICAL ENGINEERING TECHNOLOGY,Engineering,11565,97,2020,973,0.325091881,8587,7530,1873,5681,824,0.087557114,52000,35000,60000,5126,2686,696 +24,2413,MATERIALS ENGINEERING AND MATERIALS SCIENCE,Engineering,2993,22,8181,3384,0.292607004,2449,1658,1040,1151,70,0.027788805,52000,35000,62000,1911,305,70 +25,6212,MANAGEMENT INFORMATION SYSTEMS AND STATISTICS,Business,18713,278,13496,5217,0.278790146,16413,15141,2420,13017,1015,0.058239614,51000,38000,60000,6342,5741,708 +26,2406,CIVIL ENGINEERING,Engineering,53153,565,41081,12072,0.227117943,43041,38302,10080,29196,3270,0.070609574,50000,40000,60000,28526,9356,2899 +27,5601,CONSTRUCTION SERVICES,Industrial Arts & Consumer Services,18498,295,2662,1385,0.342228811,16318,15690,1751,12313,1042,0.060023041,50000,36000,60000,3275,5351,703 +28,6204,OPERATIONS LOGISTICS AND E-COMMERCE,Business,11732,156,488,232,0.322222222,10027,9639,1183,7724,504,0.047858703,50000,40000,60000,1466,3629,285 +29,2499,MISCELLANEOUS ENGINEERING,Engineering,9133,118,7398,1735,0.189970437,7428,6811,1662,5476,597,0.074392523,50000,39000,65000,3445,2426,365 +30,5402,PUBLIC POLICY,Law & Public Policy,5978,55,2695,905,0.251388889,4547,4163,1306,2776,670,0.128426299,50000,35000,70000,1550,1871,340 +31,2410,ENVIRONMENTAL ENGINEERING,Engineering,4047,26,2639,3339,0.558548009,2983,2384,930,1951,308,0.093588575,50000,42000,56000,2028,830,260 +32,2500,ENGINEERING TECHNOLOGIES,Engineering,3600,39,16820,1678,0.090712509,2799,2257,689,1723,163,0.055030385,50000,43000,60000,1017,1269,142 +33,6099,MISCELLANEOUS FINE ARTS,Arts,3340,30,1970,1370,0.410179641,2914,2049,1067,1200,286,0.089375,50000,25000,66000,693,1714,755 +34,2411,GEOLOGICAL AND GEOPHYSICAL ENGINEERING,Engineering,720,5,7921,3811,0.32483805,604,524,126,396,49,0.075038285,50000,42800,57000,501,50,49 +35,6107,NURSING,Health,209394,2554,21773,187621,0.896018988,180903,151191,40818,122817,8497,0.044862724,48000,39000,58000,151643,26146,6193 +36,6207,FINANCE,Business,174506,2189,89749,49498,0.355469059,145696,137921,21463,108595,9413,0.060686356,47000,35000,64000,24243,48447,9910 +37,5501,ECONOMICS,Social Science,139247,1322,115030,59476,0.340824957,104117,96567,25325,70740,11452,0.099092317,47000,35000,65000,25582,37057,10653 +38,6205,BUSINESS ECONOMICS,Business,13302,199,3477,1154,0.24919024,10914,10048,1937,8000,1165,0.096448381,46000,33000,58000,1578,4612,1284 +39,2503,INDUSTRIAL PRODUCTION TECHNOLOGIES,Engineering,4631,73,528,1588,0.75047259,4428,3988,597,3242,129,0.028308097,46000,35000,65000,1394,2454,480 +40,5102,"NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES",Physical Sciences,2116,31,7575,5727,0.430536761,1778,1392,579,1115,137,0.07154047,46000,38000,53000,162,1475,124 +41,6201,ACCOUNTING,Business,198633,2042,27392,9306,0.253583302,165527,151967,27693,123169,12411,0.069749014,45000,34000,56000,11417,39323,10886 +42,3700,MATHEMATICS,Computers & Mathematics,72397,541,9005,2908,0.244103081,58118,46399,18079,33738,2884,0.047277138,45000,33000,60000,34800,14829,4569 +43,2100,COMPUTER AND INFORMATION SYSTEMS,Computers & Mathematics,36698,425,515,1247,0.707718502,28459,26348,4332,21130,2934,0.093460326,45000,30000,60000,13344,11783,1672 +44,5007,PHYSICS,Physical Sciences,32142,142,39956,32441,0.448098678,25302,19428,8721,14389,1282,0.048224496,45000,30000,68000,18674,4576,1823 +45,6105,MEDICAL TECHNOLOGIES TECHNICIANS,Health,15914,190,2794,2145,0.434298441,13150,11510,2665,9005,505,0.03698279,45000,36000,50000,5546,7176,1002 +46,2105,INFORMATION SCIENCES,Computers & Mathematics,11913,158,2960,3291,0.526475764,9881,9105,1468,7378,639,0.060741445,45000,32500,58000,4390,4102,608 +47,3702,STATISTICS AND DECISION SCIENCE,Computers & Mathematics,6251,37,23080,9062,0.281936407,4247,3190,1840,2151,401,0.086273666,45000,26700,60000,2298,1200,343 +48,3701,APPLIED MATHEMATICS,Computers & Mathematics,4939,45,3916,11998,0.75392736,3854,3465,1176,2593,385,0.090823307,45000,34000,63000,2437,803,357 +49,3607,PHARMACOLOGY,Biology & Life Science,1762,3,94519,104114,0.524152583,1144,657,532,565,107,0.085531575,45000,40000,45000,603,478,93 +50,5006,OCEANOGRAPHY,Physical Sciences,2418,36,752,1666,0.688999173,1638,1931,379,1595,99,0.056994819,44700,23000,50000,459,996,186 +51,2501,ENGINEERING AND INDUSTRIAL MANAGEMENT,Engineering,2906,29,2400,506,0.174122505,2125,1992,462,1358,74,0.03365166,44000,30000,50000,482,844,245 +52,6104,MEDICAL ASSISTING SERVICES,Health,11123,67,500,109,0.178981938,9168,5643,4107,4290,407,0.042506527,42000,30000,65000,2091,6948,1270 +53,4005,MATHEMATICS AND COMPUTER SCIENCE,Computers & Mathematics,609,7,803,10320,0.927807246,559,584,0,391,0,0,42000,30000,78000,452,67,25 +54,2101,COMPUTER PROGRAMMING AND DATA PROCESSING,Computers & Mathematics,4168,43,3046,1122,0.269193858,3257,3204,482,2453,419,0.11398259,41300,20000,46000,2024,1033,263 +55,4006,COGNITIVE SCIENCE AND BIOPSYCHOLOGY,Biology & Life Science,3831,25,119,699,0.854523227,2741,2470,711,1584,223,0.075236167,41000,20000,60000,1369,921,135 +56,2303,SCHOOL STUDENT COUNSELING,Education,818,4,1667,2164,0.56486557,730,595,135,545,88,0.107579462,41000,41000,43000,509,221,0 +57,5505,INTERNATIONAL RELATIONS,Social Science,28187,219,10345,17842,0.632986838,21190,18681,5563,13583,2271,0.096798943,40100,31200,53000,6774,9570,2499 +58,6200,GENERAL BUSINESS,Business,234590,2380,6053,4346,0.4179248,190183,171385,36241,138299,14946,0.072861468,40000,30000,55000,29334,100831,27320 +59,1401,ARCHITECTURE,Engineering,46420,362,9658,4582,0.321769663,34158,29223,10206,20026,4366,0.113331949,40000,31000,50000,16178,13724,4221 +60,6210,INTERNATIONAL BUSINESS,Business,25894,260,1749,690,0.282902829,19660,17563,4890,12823,2092,0.096175064,40000,30000,50000,3383,9482,3046 +61,6108,PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION,Health,23551,38,25463,20957,0.451464886,16620,12537,5346,9131,977,0.055520827,40000,20000,90000,11573,4493,1121 +62,3603,MOLECULAR BIOLOGY,Biology & Life Science,18300,90,4419,371,0.077453027,11581,9441,4590,6183,1067,0.084361164,40000,29000,47000,7225,3145,1168 +63,6299,MISCELLANEOUS BUSINESS & MEDICAL ADMINISTRATION,Business,17947,244,7043,1761,0.200022717,14826,13364,3366,10637,1150,0.071982974,40000,30000,51000,2236,8937,1758 +64,1101,AGRICULTURE PRODUCTION AND MANAGEMENT,Agriculture & Natural Resources,14240,273,7426,10874,0.59420765,12323,11119,2196,9093,649,0.050030836,40000,25000,50000,1925,6221,1362 +65,1100,GENERAL AGRICULTURE,Agriculture & Natural Resources,10399,158,1761,1874,0.515543329,8884,7589,2031,5888,178,0.019642463,40000,30000,50000,2418,4717,839 +66,2599,MISCELLANEOUS ENGINEERING TECHNOLOGIES,Engineering,8804,125,124,0,0,7502,7001,1240,5825,416,0.05253852,40000,30400,56000,2446,3896,386 +67,2504,MECHANICAL ENGINEERING RELATED TECHNOLOGIES,Engineering,4790,71,894,542,0.377437326,4186,4175,247,3607,250,0.056357078,40000,27000,52000,1861,2121,406 +68,3605,GENETICS,Biology & Life Science,3635,11,1075,1939,0.643331121,2463,1787,847,1487,87,0.034117647,40000,34000,45000,1675,678,201 +69,5599,MISCELLANEOUS SOCIAL SCIENCES,Social Science,3283,28,1499,1784,0.543405422,2727,2183,907,1530,215,0.073079538,40000,30000,54000,744,1654,573 +70,6403,UNITED STATES HISTORY,Humanities & Liberal Arts,3079,22,8697,14854,0.630716318,2787,2103,839,1274,138,0.047179487,40000,30000,42000,801,1591,302 +71,5205,INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY,Psychology & Social Work,3014,24,132238,102352,0.436301633,2343,1644,1095,1409,286,0.108786611,40000,32000,53000,559,1224,272 +72,1102,AGRICULTURAL ECONOMICS,Agriculture & Natural Resources,2439,44,10624,15270,0.589711902,2174,1819,620,1528,182,0.077249576,40000,27000,54000,535,893,94 +73,5000,PHYSICAL SCIENCES,Physical Sciences,1436,10,10285,7662,0.42692372,1146,768,437,653,42,0.035353535,40000,30000,55000,530,465,269 +74,3801,MILITARY TECHNOLOGIES,Industrial Arts & Consumer Services,124,4,1756,1323,0.429684963,0,111,0,111,0,NA,40000,40000,40000,0,0,0 +75,5003,CHEMISTRY,Physical Sciences,66530,353,32923,33607,0.505140538,48535,39509,15066,29910,2769,0.0539724,39000,30000,49900,30382,14718,4288 +76,5701,"ELECTRICAL, MECHANICAL, AND PRECISION TECHNOLOGIES AND PRODUCTION",Industrial Arts & Consumer Services,2435,37,1869,566,0.232443532,2107,2057,287,1752,64,0.029479503,38400,22500,45000,221,1659,81 +77,6203,BUSINESS MANAGEMENT AND ADMINISTRATION,Business,329927,4212,6383,8849,0.580948004,276234,251540,50357,199897,21502,0.072218341,38000,29000,50000,36720,148395,32395 +78,6206,MARKETING AND MARKETING RESEARCH,Business,205211,2684,11404,7076,0.382900433,178862,156668,35829,127230,11663,0.061215064,38000,30000,50000,25320,93889,27968 +79,5506,POLITICAL SCIENCE AND GOVERNMENT,Social Science,182621,1387,93880,88741,0.485929877,133454,117709,43711,83236,15022,0.101174601,38000,28000,50000,36854,66947,19803 +80,5504,GEOGRAPHY,Social Science,18480,179,173809,156118,0.473189524,14057,11367,5651,8628,1799,0.113458628,38000,30000,50000,5350,6830,1905 +81,3606,MICROBIOLOGY,Biology & Life Science,15232,62,78857,126354,0.615727227,9685,7453,3379,5080,693,0.066775872,38000,29600,50000,5577,3174,1246 +82,2106,COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY,Computers & Mathematics,8066,103,6607,1459,0.180882718,6509,6289,1030,4936,721,0.099723375,37500,25000,50000,2354,3244,308 +83,3601,BIOCHEMICAL SCIENCES,Biology & Life Science,39107,174,18951,20156,0.515406449,25678,20643,9948,13785,2249,0.080531385,37400,29000,50000,15654,8394,3012 +84,3602,BOTANY,Biology & Life Science,1329,9,626,703,0.52896915,1010,946,169,740,0,0,37000,26000,40000,677,184,56 +85,2107,COMPUTER NETWORKING AND TELECOMMUNICATIONS,Computers & Mathematics,7613,97,5291,2322,0.305004597,6144,5495,1447,4369,1100,0.151849807,36400,27000,49000,2593,2941,352 +86,5004,GEOLOGY AND EARTH SCIENCE,Physical Sciences,10972,78,5813,5159,0.470196865,8296,6966,2913,5008,677,0.075448568,36200,28000,47000,4858,2792,959 +87,6209,HUMAN RESOURCES AND PERSONNEL MANAGEMENT,Business,24497,264,4435,9093,0.672161443,20760,18550,3767,15446,1315,0.059569649,36000,28000,45000,2406,9629,1906 +88,3202,PRE-LAW AND LEGAL STUDIES,Law & Public Policy,13528,92,809,1169,0.591001011,9762,7851,3595,5370,757,0.071965016,36000,29200,46000,2002,6454,1336 +89,6199,MISCELLANEOUS HEALTH MEDICAL PROFESSIONS,Health,13386,81,413,973,0.702020202,10076,7514,4145,5868,893,0.08141125,36000,23000,42000,5652,3835,1422 +90,5401,PUBLIC ADMINISTRATION,Law & Public Policy,5629,46,2947,2682,0.476461183,4158,4148,847,2952,789,0.1594906,36000,23000,60000,919,2313,496 +91,5005,GEOSCIENCES,Physical Sciences,1978,18,1589,11797,0.881293889,1441,1264,354,1011,36,0.024373731,36000,21000,41000,784,591,221 +92,5206,SOCIAL PSYCHOLOGY,Psychology & Social Work,1386,8,6184,18313,0.747560926,1080,828,433,529,33,0.029649596,36000,34000,45000,434,593,37 +93,1301,ENVIRONMENTAL SCIENCE,Biology & Life Science,25965,225,10787,15178,0.584556133,20859,16987,7071,10916,1779,0.078584681,35600,25000,40200,8149,10076,3175 +94,1901,COMMUNICATIONS,Communications & Journalism,213996,2394,476,209,0.305109489,179633,147335,49889,116251,14602,0.075176976,35000,27000,45000,40763,97964,27440 +95,5301,CRIMINAL JUSTICE AND FIRE PROTECTION,Law & Public Policy,152824,1728,3156,451,0.125034655,125393,109970,32242,88548,11268,0.082452199,35000,26000,45000,24348,88858,18404 +96,6004,COMMERCIAL ART AND GRAPHIC DESIGN,Arts,103480,1186,8617,5156,0.374355623,83483,67448,24387,52243,8947,0.096797577,35000,25000,45000,37389,38119,14839 +97,1902,JOURNALISM,Communications & Journalism,72619,843,8739,22456,0.719858952,61022,51411,15902,39524,4535,0.069176442,35000,26000,42900,23279,26672,8512 +98,5098,MULTI-DISCIPLINARY OR GENERAL SCIENCE,Physical Sciences,62052,427,70619,143377,0.669998505,46138,37850,13133,28966,2727,0.055806815,35000,24000,50000,17923,22039,5751 +99,1904,ADVERTISING AND PUBLIC RELATIONS,Communications & Journalism,53162,681,23736,48883,0.673143392,45326,38815,10948,30932,3305,0.067960766,35000,27000,47000,9659,23059,7214 +100,1501,AREA ETHNIC AND CIVILIZATION STUDIES,Humanities & Liberal Arts,31195,249,12862,40300,0.758060269,24629,18755,9541,13109,1668,0.063429289,35000,24500,44000,8465,11818,3677 +101,2310,SPECIAL NEEDS EDUCATION,Education,28739,246,11431,6604,0.366176878,24639,21584,5153,16642,1067,0.041507819,35000,32000,42000,20185,3797,1179 +102,3608,PHYSIOLOGY,Biology & Life Science,22060,99,2682,26057,0.906677337,14643,10732,6541,7588,1088,0.0691628,35000,20000,50000,6587,6894,2237 +103,5503,CRIMINOLOGY,Social Science,19879,214,8422,13638,0.618223028,16181,13616,4543,10548,1743,0.097243919,35000,25000,45000,3373,10605,1895 +104,4002,NUTRITION SCIENCES,Health,18909,118,4944,8719,0.63814682,13217,9601,6648,6625,975,0.068700676,35000,26000,45000,6535,5473,2449 +105,6103,HEALTH AND MEDICAL ADMINISTRATIVE SERVICES,Health,18109,184,2817,9479,0.770901106,15419,13534,3299,10982,1518,0.089626262,35000,27000,42000,2589,8592,1391 +106,2001,COMMUNICATION TECHNOLOGIES,Computers & Mathematics,18035,208,2563,16346,0.864456079,14779,11981,4690,9085,2006,0.119511469,35000,25000,45000,4545,8794,2495 +107,5901,TRANSPORTATION SCIENCES AND TECHNOLOGIES,Industrial Arts & Consumer Services,15150,180,2744,1299,0.321296067,12266,11688,2633,9170,962,0.072724524,35000,22000,52000,4575,6147,557 +108,1303,NATURAL RESOURCES MANAGEMENT,Agriculture & Natural Resources,13773,152,27015,35037,0.564639335,11797,10722,2613,6954,842,0.066619195,35000,25000,42000,4333,5808,1405 +109,3611,NEUROSCIENCE,Biology & Life Science,13663,53,80231,72593,0.47501047,9087,8027,3078,5482,463,0.048481675,35000,30000,44000,5605,2301,902 +110,4000,MULTI/INTERDISCIPLINARY STUDIES,Interdisciplinary,12296,128,10031,9848,0.495397153,9821,8032,3173,6234,749,0.070860927,35000,25000,44000,5176,3903,1061 +111,5002,ATMOSPHERIC SCIENCES AND METEOROLOGY,Physical Sciences,4043,32,13257,1893,0.124950495,3431,2659,1309,2161,78,0.022228555,35000,28000,50000,1808,1317,237 +112,1302,FORESTRY,Agriculture & Natural Resources,3607,48,32041,71439,0.690365288,3007,2473,891,1763,322,0.096725743,35000,28600,48000,1096,1692,327 +113,1106,SOIL SCIENCE,Agriculture & Natural Resources,685,4,4266,13843,0.764426528,613,488,185,383,0,0,35000,18500,44000,355,144,0 +114,2300,GENERAL EDUCATION,Education,143718,919,26893,116825,0.812876606,118241,98408,29558,73531,7195,0.057359929,34000,26000,41000,82007,31112,11443 +115,6402,HISTORY,Humanities & Liberal Arts,141951,1058,280,524,0.651741294,105646,84681,40657,59218,11176,0.095666912,34000,25000,47000,35336,54569,16839 +116,2602,FRENCH GERMAN LATIN AND OTHER COMMON FOREIGN LANGUAGE STUDIES,Humanities & Liberal Arts,48246,342,3872,10365,0.728032591,38315,29340,14569,20056,3132,0.075566386,34000,25000,45000,15051,18193,5267 +117,4001,INTERCULTURAL AND INTERNATIONAL STUDIES,Humanities & Liberal Arts,24650,184,9950,10248,0.507376968,18824,14354,7978,8801,1718,0.083633531,34000,24000,45000,4956,10343,3168 +118,2311,SOCIAL SCIENCE OR HISTORY TEACHER EDUCATION,Education,20198,157,12835,35411,0.733967583,17700,14002,5168,8871,1012,0.054082941,34000,23050,42000,10928,5561,1806 +119,6110,COMMUNITY AND PUBLIC HEALTH,Health,19735,130,8575,16075,0.652129817,14512,10099,6377,7460,1833,0.112144387,34000,21000,45000,5225,7385,1854 +120,2305,MATHEMATICS TEACHER EDUCATION,Education,14237,123,4103,15632,0.792095262,13115,11259,2273,8073,216,0.016202835,34000,30000,40000,10699,1977,786 +121,2301,EDUCATIONAL ADMINISTRATION AND SUPERVISION,Education,804,5,78253,63698,0.448732309,703,733,0,504,0,0,34000,29000,35000,346,206,111 +122,6106,HEALTH AND MEDICAL PREPARATORY PROGRAMS,Health,12740,31,4747,5959,0.556603774,7052,5029,3891,3236,529,0.069779712,33500,23000,40000,3051,3539,1159 +123,3699,MISCELLANEOUS BIOLOGY,Biology & Life Science,10706,63,5521,7219,0.566640502,7767,6076,2568,4542,483,0.058545455,33500,23000,48000,4253,2722,459 +124,3600,BIOLOGY,Biology & Life Science,280709,1370,111762,168947,0.601858152,182295,144512,72371,100336,13874,0.070724732,33400,24000,45000,88232,81109,28339 +125,5507,SOCIOLOGY,Social Science,115433,1024,24704,28120,0.532333788,92721,73475,29639,56561,8608,0.084951001,33000,25000,44000,29051,48899,13748 +126,1903,MASS MEDIA,Communications & Journalism,52824,590,3741,26730,0.877227528,44679,35769,13078,27521,4410,0.089836827,33000,25000,45000,12855,25297,6429 +127,6109,TREATMENT THERAPY PROFESSIONS,Health,48491,224,3654,6496,0.64,37861,30020,12346,21735,2409,0.059821207,33000,24000,41000,22215,14616,4468 +128,6211,HOSPITALITY MANAGEMENT,Business,43647,546,4416,12185,0.733991928,36728,32160,7494,23106,2393,0.061169193,33000,25000,42000,2325,23341,9063 +129,2313,LANGUAGE AND DRAMA EDUCATION,Education,30471,235,3878,5276,0.576360061,26033,21419,7239,15266,1379,0.050306435,33000,24000,40000,17985,6824,2819 +130,2601,LINGUISTICS AND COMPARATIVE LANGUAGE AND LITERATURE,Humanities & Liberal Arts,16601,88,2337,7579,0.76432029,11165,8462,4831,5821,1302,0.10443571,33000,25000,40000,4122,5695,2085 +131,2399,MISCELLANEOUS EDUCATION,Education,10150,126,32510,82923,0.718364766,8691,7264,2202,5816,547,0.059211951,33000,30000,45000,5284,2438,657 +132,4007,INTERDISCIPLINARY SOCIAL SCIENCES,Social Science,9916,95,13487,35004,0.721865913,7444,5843,2834,4714,757,0.092305816,33000,24000,40000,2630,3906,1470 +133,3604,ECOLOGY,Biology & Life Science,9154,86,15204,28443,0.651659908,7585,5603,2741,3912,437,0.054475193,33000,23000,42000,2856,4159,976 +134,2309,SECONDARY TEACHER EDUCATION,Education,17125,156,6820,10305,0.601751825,15116,12520,3782,9193,833,0.05222898,32500,25000,38000,10304,3967,1385 +135,6100,GENERAL MEDICAL AND HEALTH SERVICES,Health,33599,202,7574,26025,0.774576624,24406,18166,11088,12809,2183,0.082101621,32400,25000,45000,9364,12889,3816 +136,4801,PHILOSOPHY AND RELIGIOUS STUDIES,Humanities & Liberal Arts,54814,375,31967,22847,0.416809574,40157,31086,16659,21816,4267,0.096051684,32200,23000,47100,14444,20313,8051 +137,2314,ART AND MUSIC EDUCATION,Education,34181,338,10732,23449,0.6860244,30007,23018,9209,16537,1206,0.038637747,32100,25000,40000,20821,8260,2767 +138,3301,ENGLISH LANGUAGE AND LITERATURE,Humanities & Liberal Arts,194673,1436,4897,2519,0.339670982,149180,114386,57825,81180,14345,0.08772359,32000,23000,41000,57690,71827,26503 +139,2304,ELEMENTARY EDUCATION,Education,170862,1629,13029,157833,0.923745479,149339,123177,37965,86540,7297,0.046585715,32000,23400,38000,108085,36972,11502 +140,4101,PHYSICAL FITNESS PARKS RECREATION AND LEISURE,Industrial Arts & Consumer Services,125074,1014,2049,4434,0.683942619,103078,77428,38515,57978,5593,0.051467273,32000,24000,43000,27581,63946,16838 +141,3401,LIBERAL ARTS,Humanities & Liberal Arts,71369,569,58227,136446,0.70089843,54844,43401,19187,33438,4657,0.078267592,32000,25000,42000,18565,28558,9030 +142,6005,FILM VIDEO AND PHOTOGRAPHIC ARTS,Arts,38761,331,22339,49030,0.686992952,31433,22457,12818,15740,3718,0.10577224,32000,22000,42000,7368,20721,5862 +143,5500,GENERAL SOCIAL SCIENCES,Social Science,12920,113,62181,62893,0.502846315,9602,7700,3396,5679,1108,0.103454715,32000,27000,50000,3602,4778,1634 +144,1105,PLANT SCIENCE AND AGRONOMY,Agriculture & Natural Resources,7416,110,5079,7841,0.606888545,6594,5798,1246,4522,314,0.045454545,32000,22900,40000,2089,3545,1231 +145,2308,SCIENCE AND COMPUTER TEACHER EDUCATION,Education,6483,59,22357,16404,0.423208896,5362,4764,1227,3247,266,0.047263682,32000,28000,39000,4214,1106,591 +146,5200,PSYCHOLOGY,Psychology & Social Work,393735,2584,86648,307087,0.779933204,307933,233205,115172,174438,28169,0.083810867,31500,24000,41000,125148,141860,48207 +147,6002,MUSIC,Arts,60633,419,15670,12543,0.444582285,47662,29010,24943,21425,3918,0.075959674,31000,22300,42000,13752,28786,9286 +148,2306,PHYSICAL AND HEALTH EDUCATION TEACHING,Education,28213,259,29909,30724,0.506720763,23794,19420,7230,13651,1920,0.074667496,31000,24000,40000,12777,9328,2042 +149,6006,ART HISTORY AND CRITICISM,Humanities & Liberal Arts,21030,204,3240,17790,0.845934379,17579,13262,6140,9965,1128,0.060298284,31000,23000,40000,5139,9738,3426 +150,6000,FINE ARTS,Arts,74440,623,24786,49654,0.667033853,59679,42764,23656,31877,5486,0.084186296,30500,21000,41000,20792,32725,11880 +151,2901,FAMILY AND CONSUMER SCIENCES,Industrial Arts & Consumer Services,58001,518,5347,16226,0.752143884,46624,36747,15872,26906,3355,0.067128194,30000,22900,40000,20985,20133,5248 +152,5404,SOCIAL WORK,Psychology & Social Work,53552,374,2734,11709,0.810704147,45038,34941,13481,27588,3329,0.06882792,30000,25000,35000,27449,14416,4344 +153,1103,ANIMAL SCIENCES,Agriculture & Natural Resources,21573,255,5166,52835,0.91093257,17112,14479,5353,10824,917,0.050862499,30000,22000,40000,5443,9571,2125 +154,6003,VISUAL AND PERFORMING ARTS,Arts,16250,132,2013,4639,0.697384245,12870,8447,6253,6322,1465,0.102197419,30000,22000,40000,3849,7635,2840 +155,2312,TEACHER EDUCATION: MULTIPLE LEVELS,Education,14443,142,1936,7692,0.798919817,13076,11734,2214,8457,496,0.03654583,30000,24000,37000,10766,1949,722 +156,5299,MISCELLANEOUS PSYCHOLOGY,Psychology & Social Work,9628,60,885,8489,0.90558993,7653,5201,3221,3838,419,0.05190783,30000,20800,40000,2960,3948,1650 +157,5403,HUMAN SERVICES AND COMMUNITY ORGANIZATION,Psychology & Social Work,9374,89,5137,48415,0.904074544,8294,6455,2405,5061,326,0.037819026,30000,24000,35000,2878,4595,724 +158,3402,HUMANITIES,Humanities & Liberal Arts,6652,49,4133,12117,0.745661538,5052,3565,2225,2661,372,0.068584071,30000,20000,49000,1168,3354,1141 +159,4901,THEOLOGY AND RELIGIOUS VOCATIONS,Humanities & Liberal Arts,30207,310,404,1084,0.728494624,24202,18079,8767,13944,1617,0.062628297,29000,22000,38000,9927,12037,3304 +160,6007,STUDIO ARTS,Arts,16977,182,4364,6146,0.584776403,13908,10451,5673,7413,1368,0.089552239,29000,19200,38300,3948,8707,3586 +161,2201,COSMETOLOGY SERVICES AND CULINARY ARTS,Industrial Arts & Consumer Services,10510,117,18616,11591,0.383719006,8650,7662,2064,5949,510,0.055676856,29000,20000,36000,563,7384,3163 +162,1199,MISCELLANEOUS AGRICULTURE,Agriculture & Natural Resources,1488,24,4754,12223,0.719974083,1290,1098,335,936,82,0.059766764,29000,23000,42100,483,626,31 +163,5502,ANTHROPOLOGY AND ARCHEOLOGY,Humanities & Liberal Arts,38844,247,1167,36422,0.968953683,29633,20147,14515,13232,3395,0.102791571,28000,20000,38000,9805,16693,6866 +164,6102,COMMUNICATION DISORDERS SCIENCES AND SERVICES,Health,38279,95,11376,27468,0.707136237,29763,19975,13862,14460,1487,0.047584,28000,20000,40000,19957,9404,5125 +165,2307,EARLY CHILDHOOD EDUCATION,Education,37589,342,1225,37054,0.967998119,32551,27569,7001,20748,1360,0.040104981,28000,21000,35000,23515,7705,2868 +166,2603,OTHER FOREIGN LANGUAGES,Humanities & Liberal Arts,11204,56,3472,7732,0.690110675,7052,5197,3685,3214,846,0.107115726,27500,22900,38000,2326,3703,1115 +167,6001,DRAMA AND THEATER ARTS,Arts,43249,357,7022,11931,0.629504564,36165,25147,15994,16891,3040,0.07754113,27000,19200,35000,6994,25313,11068 +168,3302,COMPOSITION AND RHETORIC,Humanities & Liberal Arts,18953,151,14440,28809,0.666119448,15053,10121,6612,7832,1340,0.081742207,27000,20000,35000,4855,8100,3466 +169,3609,ZOOLOGY,Biology & Life Science,8409,47,3050,5359,0.637293376,6259,5043,2190,3602,304,0.04632028,26000,20000,39000,2771,2947,743 +170,5201,EDUCATIONAL PSYCHOLOGY,Psychology & Social Work,2854,7,522,2332,0.817098809,2125,1848,572,1211,148,0.065112187,25000,24000,34000,1488,615,82 +171,5202,CLINICAL PSYCHOLOGY,Psychology & Social Work,2838,13,568,2270,0.799859056,2101,1724,648,1293,368,0.149048198,25000,25000,40000,986,870,622 +172,5203,COUNSELING PSYCHOLOGY,Psychology & Social Work,4626,21,931,3695,0.798746217,3777,3154,965,2738,214,0.053620646,23400,19200,26000,2403,1245,308 +173,3501,LIBRARY SCIENCE,Education,1098,2,134,964,0.877959927,742,593,237,410,87,0.104945718,22000,20000,22000,288,338,192 From 8eb18e0b6115ae6fcfb49bf81ccdd01cbe37906c Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 17:28:18 -0400 Subject: [PATCH 16/34] Create all-ages.csv This includes all ages. --- college-majors/all-ages.csv | 174 ++++++++++++++++++++++++++++++++++++ 1 file changed, 174 insertions(+) create mode 100644 college-majors/all-ages.csv diff --git a/college-majors/all-ages.csv b/college-majors/all-ages.csv new file mode 100644 index 0000000..86e48b5 --- /dev/null +++ b/college-majors/all-ages.csv @@ -0,0 +1,174 @@ +Major_code,Major,Major_category,Total,Employed,Employed_full_time_year_round,Unemployed,Unemployment_rate,Median,P25th,P75th +1100,GENERAL AGRICULTURE,Agriculture & Natural Resources,128148,90245,74078,2423,0.026147106,50000,34000,80000 +1101,AGRICULTURE PRODUCTION AND MANAGEMENT,Agriculture & Natural Resources,95326,76865,64240,2266,0.028636059,54000,36000,80000 +1102,AGRICULTURAL ECONOMICS,Agriculture & Natural Resources,33955,26321,22810,821,0.030248324,63000,40000,98000 +1103,ANIMAL SCIENCES,Agriculture & Natural Resources,103549,81177,64937,3619,0.0426789,46000,30000,72000 +1104,FOOD SCIENCE,Agriculture & Natural Resources,24280,17281,12722,894,0.049188446,62000,38500,90000 +1105,PLANT SCIENCE AND AGRONOMY,Agriculture & Natural Resources,79409,63043,51077,2070,0.031790887,50000,35000,75000 +1106,SOIL SCIENCE,Agriculture & Natural Resources,6586,4926,4042,264,0.050867052,63000,39400,88000 +1199,MISCELLANEOUS AGRICULTURE,Agriculture & Natural Resources,8549,6392,5074,261,0.039230422,52000,35000,75000 +1301,ENVIRONMENTAL SCIENCE,Biology & Life Science,106106,87602,65238,4736,0.051289827,52000,38000,75000 +1302,FORESTRY,Agriculture & Natural Resources,69447,48228,39613,2144,0.042563329,58000,40500,80000 +1303,NATURAL RESOURCES MANAGEMENT,Agriculture & Natural Resources,83188,65937,50595,3789,0.054341279,52000,37100,75000 +1401,ARCHITECTURE,Engineering,294692,216770,163020,20394,0.085991129,63000,40400,93500 +1501,AREA ETHNIC AND CIVILIZATION STUDIES,Humanities & Liberal Arts,103740,75798,50530,5525,0.067938959,46000,32000,71000 +1901,COMMUNICATIONS,Communications & Journalism,987676,790696,595739,54390,0.064360314,50000,35000,80000 +1902,JOURNALISM,Communications & Journalism,418104,314438,235407,20754,0.061916752,50000,35000,80000 +1903,MASS MEDIA,Communications & Journalism,211213,170474,125489,15431,0.08300476,48000,32000,70000 +1904,ADVERTISING AND PUBLIC RELATIONS,Communications & Journalism,186829,147433,111552,10624,0.067216257,50000,34000,75000 +2001,COMMUNICATION TECHNOLOGIES,Computers & Mathematics,62141,49609,37261,4609,0.085008669,50000,34500,75000 +2100,COMPUTER AND INFORMATION SYSTEMS,Computers & Mathematics,253782,218248,189950,11945,0.051891239,65000,45000,90000 +2101,COMPUTER PROGRAMMING AND DATA PROCESSING,Computers & Mathematics,29317,22828,18747,2265,0.090264217,60000,40000,85000 +2102,COMPUTER SCIENCE,Computers & Mathematics,783292,656372,561052,34196,0.049518657,78000,51000,105000 +2105,INFORMATION SCIENCES,Computers & Mathematics,77805,66393,57604,3704,0.052841063,68000,46200,95000 +2106,COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY,Computers & Mathematics,39362,32366,28156,2626,0.075045725,55000,40000,80000 +2107,COMPUTER NETWORKING AND TELECOMMUNICATIONS,Computers & Mathematics,51771,44071,35954,2748,0.05869412,55000,36000,80000 +2201,COSMETOLOGY SERVICES AND CULINARY ARTS,Industrial Arts & Consumer Services,42325,33388,25780,1941,0.0549407,40000,26200,60000 +2300,GENERAL EDUCATION,Education,1438867,843693,591863,38742,0.043903517,43000,32000,59000 +2301,EDUCATIONAL ADMINISTRATION AND SUPERVISION,Education,4037,3113,2468,0,0,58000,44750,79000 +2303,SCHOOL STUDENT COUNSELING,Education,2396,1492,1093,169,0.101745936,41000,33200,50000 +2304,ELEMENTARY EDUCATION,Education,1446701,819393,501786,32685,0.038359164,40000,31000,50000 +2305,MATHEMATICS TEACHER EDUCATION,Education,68808,47203,29494,1610,0.032983017,43000,34000,60000 +2306,PHYSICAL AND HEALTH EDUCATION TEACHING,Education,281661,193542,136343,9389,0.046266958,48400,34000,66500 +2307,EARLY CHILDHOOD EDUCATION,Education,157079,113460,71133,5890,0.049350649,35300,27000,45800 +2308,SCIENCE AND COMPUTER TEACHER EDUCATION,Education,56477,36224,24817,1596,0.042199894,46000,35000,61000 +2309,SECONDARY TEACHER EDUCATION,Education,224262,129486,88917,5925,0.043755677,45000,34000,60000 +2310,SPECIAL NEEDS EDUCATION,Education,149689,108272,71615,5357,0.047144655,42000,34000,53000 +2311,SOCIAL SCIENCE OR HISTORY TEACHER EDUCATION,Education,127022,78785,51632,3800,0.046013199,45000,33000,64000 +2312,TEACHER EDUCATION: MULTIPLE LEVELS,Education,88067,58885,37892,2032,0.033356863,40000,30000,51000 +2313,LANGUAGE AND DRAMA EDUCATION,Education,181445,111347,67651,5624,0.048080293,42000,32000,54000 +2314,ART AND MUSIC EDUCATION,Education,231861,155159,94756,6629,0.040973373,42600,32000,56000 +2399,MISCELLANEOUS EDUCATION,Education,225553,126054,91322,5145,0.039215238,50000,35600,71000 +2400,GENERAL ENGINEERING,Engineering,503080,359172,312023,17986,0.047688237,75000,50000,1.00E+05 +2401,AEROSPACE ENGINEERING,Engineering,65734,44944,38491,1969,0.041971309,80000,58000,110000 +2402,BIOLOGICAL ENGINEERING,Engineering,32748,24270,18621,1521,0.058974061,62000,40000,91000 +2403,ARCHITECTURAL ENGINEERING,Engineering,19587,13713,11180,1017,0.06904277,78000,50000,102000 +2404,BIOMEDICAL ENGINEERING,Engineering,18347,12876,9202,1105,0.079035834,65000,40000,96000 +2405,CHEMICAL ENGINEERING,Engineering,188046,131697,109406,6388,0.046261361,86000,60000,120000 +2406,CIVIL ENGINEERING,Engineering,358593,262831,220528,14823,0.053386589,78000,55000,105000 +2407,COMPUTER ENGINEERING,Engineering,154160,128742,111025,7456,0.054743829,80000,60000,107000 +2408,ELECTRICAL ENGINEERING,Engineering,671647,489965,422317,26064,0.050508789,88000,60000,116000 +2409,ENGINEERING MECHANICS PHYSICS AND SCIENCE,Engineering,20582,14909,12257,683,0.043804515,65000,45000,1.00E+05 +2410,ENVIRONMENTAL ENGINEERING,Engineering,13016,9849,8104,472,0.045732003,70000,50000,95000 +2411,GEOLOGICAL AND GEOPHYSICAL ENGINEERING,Engineering,6264,4120,3350,0,0,85000,55000,125000 +2412,INDUSTRIAL AND MANUFACTURING ENGINEERING,Engineering,138366,101273,85014,5498,0.051493383,75000,50000,101000 +2413,MATERIALS ENGINEERING AND MATERIALS SCIENCE,Engineering,21430,14687,11871,933,0.059731114,78000,55000,105000 +2414,MECHANICAL ENGINEERING,Engineering,581529,422207,362053,19360,0.043843856,80000,59000,110000 +2415,METALLURGICAL ENGINEERING,Engineering,12818,6939,5462,326,0.044872677,96000,65000,123000 +2416,MINING AND MINERAL ENGINEERING,Engineering,10746,7416,6419,366,0.047031611,92000,52000,124000 +2417,NAVAL ARCHITECTURE AND MARINE ENGINEERING,Engineering,16094,10690,9226,449,0.040308825,97000,60000,125000 +2418,NUCLEAR ENGINEERING,Engineering,9826,7320,6474,527,0.067159424,95000,65000,128000 +2419,PETROLEUM ENGINEERING,Engineering,19631,14002,11636,617,0.042205349,125000,75000,210000 +2499,MISCELLANEOUS ENGINEERING,Engineering,57006,43906,37194,2744,0.058821008,70000,50000,1.00E+05 +2500,ENGINEERING TECHNOLOGIES,Engineering,37382,30102,25651,1475,0.046711214,63000,40000,93000 +2501,ENGINEERING AND INDUSTRIAL MANAGEMENT,Engineering,47098,27275,22104,1577,0.054658256,74000,50000,107000 +2502,ELECTRICAL ENGINEERING TECHNOLOGY,Engineering,94697,73737,64157,4572,0.058384094,67000,46900,91000 +2503,INDUSTRIAL PRODUCTION TECHNOLOGIES,Engineering,82142,65401,57266,3431,0.049846002,70000,48000,98000 +2504,MECHANICAL ENGINEERING RELATED TECHNOLOGIES,Engineering,29348,24190,21273,1101,0.043533273,60000,40000,82000 +2599,MISCELLANEOUS ENGINEERING TECHNOLOGIES,Engineering,64196,53097,46183,3401,0.060196821,63000,42000,90000 +2601,LINGUISTICS AND COMPARATIVE LANGUAGE AND LITERATURE,Humanities & Liberal Arts,75791,45657,30428,4043,0.081348089,48000,30000,70000 +2602,FRENCH GERMAN LATIN AND OTHER COMMON FOREIGN LANGUAGE STUDIES,Humanities & Liberal Arts,236342,153654,99459,9598,0.058792542,48000,33500,69000 +2603,OTHER FOREIGN LANGUAGES,Humanities & Liberal Arts,57793,34696,23046,2707,0.072373874,45000,30000,75000 +2901,FAMILY AND CONSUMER SCIENCES,Industrial Arts & Consumer Services,402038,241585,154167,14273,0.055784849,40500,30000,60000 +3201,COURT REPORTING,Law & Public Policy,9330,7270,6143,518,0.066512583,50000,34000,75000 +3202,PRE-LAW AND LEGAL STUDIES,Law & Public Policy,67037,49259,37254,3699,0.069847804,48000,34000,70000 +3301,ENGLISH LANGUAGE AND LITERATURE,Humanities & Liberal Arts,1098647,708882,482229,52248,0.068645304,50000,32900,75000 +3302,COMPOSITION AND RHETORIC,Humanities & Liberal Arts,59211,44913,29628,3569,0.07361495,40000,28800,65000 +3401,LIBERAL ARTS,Humanities & Liberal Arts,601221,404932,296792,29348,0.067578521,50000,33000,75000 +3402,HUMANITIES,Humanities & Liberal Arts,46188,29971,19460,2530,0.077843759,46700,30000,70000 +3501,LIBRARY SCIENCE,Education,16193,7091,4330,743,0.094842992,40000,30000,55000 +3600,BIOLOGY,Biology & Life Science,839454,583079,422788,36757,0.05930117,51000,35000,80000 +3601,BIOCHEMICAL SCIENCES,Biology & Life Science,75322,52594,37103,4056,0.071597529,53000,33000,82000 +3602,BOTANY,Biology & Life Science,14135,9284,6333,327,0.034023515,50000,32000,75000 +3603,MOLECULAR BIOLOGY,Biology & Life Science,28197,20221,13366,1303,0.060537075,45000,30000,70000 +3604,ECOLOGY,Biology & Life Science,45368,36708,25677,1888,0.048916986,47500,32000,73000 +3605,GENETICS,Biology & Life Science,6362,4747,3498,206,0.041590955,48000,33000,80000 +3606,MICROBIOLOGY,Biology & Life Science,68885,45422,33990,2435,0.050880749,60000,40000,85000 +3607,PHARMACOLOGY,Biology & Life Science,5015,3481,2579,57,0.016110797,60000,35000,105000 +3608,PHYSIOLOGY,Biology & Life Science,43984,31394,20207,1692,0.051139455,50000,30000,75000 +3609,ZOOLOGY,Biology & Life Science,55395,35714,26152,1815,0.0483626,55000,34000,85000 +3611,NEUROSCIENCE,Biology & Life Science,13676,8987,5446,665,0.068897638,35000,28000,52000 +3699,MISCELLANEOUS BIOLOGY,Biology & Life Science,29389,22298,16508,1114,0.047582436,52000,33500,72800 +3700,MATHEMATICS,Computers & Mathematics,432806,280902,209838,15701,0.05293608,66000,42000,1.00E+05 +3701,APPLIED MATHEMATICS,Computers & Mathematics,19112,15136,12109,892,0.055652608,70000,47000,106000 +3702,STATISTICS AND DECISION SCIENCE,Computers & Mathematics,24806,18808,14468,1138,0.057054046,70000,43000,102000 +3801,MILITARY TECHNOLOGIES,Industrial Arts & Consumer Services,4315,1650,1708,187,0.101796407,64000,39750,90000 +4000,MULTI/INTERDISCIPLINARY STUDIES,Interdisciplinary,45199,35706,26038,2990,0.077268968,43000,32000,55000 +4001,INTERCULTURAL AND INTERNATIONAL STUDIES,Humanities & Liberal Arts,56580,43114,27499,3462,0.074330127,45000,30000,69000 +4002,NUTRITION SCIENCES,Health,64534,43878,28112,2961,0.06321655,49500,34000,69000 +4005,MATHEMATICS AND COMPUTER SCIENCE,Computers & Mathematics,7184,5874,5039,150,0.024900398,92000,53000,136000 +4006,COGNITIVE SCIENCE AND BIOPSYCHOLOGY,Biology & Life Science,6898,5527,3639,284,0.048872827,53000,31500,93000 +4007,INTERDISCIPLINARY SOCIAL SCIENCES,Social Science,61871,43312,31078,3030,0.065383453,45000,33000,67000 +4101,PHYSICAL FITNESS PARKS RECREATION AND LEISURE,Industrial Arts & Consumer Services,350409,286683,204242,14108,0.046902999,44000,30000,60000 +4801,PHILOSOPHY AND RELIGIOUS STUDIES,Humanities & Liberal Arts,205763,138734,95429,11252,0.075020335,45000,30000,70000 +4901,THEOLOGY AND RELIGIOUS VOCATIONS,Humanities & Liberal Arts,232865,164827,121606,7317,0.042505112,40000,27000,56000 +5000,PHYSICAL SCIENCES,Physical Sciences,8856,5872,4961,238,0.038952537,60000,38000,89000 +5001,ASTRONOMY AND ASTROPHYSICS,Physical Sciences,4700,3400,2447,320,0.086021505,80000,40000,106000 +5002,ATMOSPHERIC SCIENCES AND METEOROLOGY,Physical Sciences,14051,11252,9098,429,0.036726308,60000,39000,90000 +5003,CHEMISTRY,Physical Sciences,308062,198075,153308,11468,0.054728624,59000,38700,90000 +5004,GEOLOGY AND EARTH SCIENCE,Physical Sciences,107902,75698,59262,5272,0.065110535,65000,42000,1.00E+05 +5005,GEOSCIENCES,Physical Sciences,8267,6129,5020,274,0.042792441,57000,36000,80000 +5006,OCEANOGRAPHY,Physical Sciences,10741,7882,6508,449,0.053895091,55000,40000,90000 +5007,PHYSICS,Physical Sciences,122620,80797,60812,4440,0.052090055,70000,40000,110000 +5008,MATERIALS SCIENCE,Engineering,7208,5866,4505,134,0.022333333,75000,60000,1.00E+05 +5098,MULTI-DISCIPLINARY OR GENERAL SCIENCE,Physical Sciences,427953,308461,238933,14613,0.045231124,56000,38000,85000 +5102,"NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES",Physical Sciences,12166,9560,7238,718,0.069857949,62000,45000,80000 +5200,PSYCHOLOGY,Psychology & Social Work,1484075,1055854,736817,79066,0.069666584,45000,31000,68000 +5201,EDUCATIONAL PSYCHOLOGY,Psychology & Social Work,14041,8751,5763,716,0.07563114,40000,33000,70000 +5202,CLINICAL PSYCHOLOGY,Psychology & Social Work,7638,5128,3297,587,0.102712161,45000,26100,62000 +5203,COUNSELING PSYCHOLOGY,Psychology & Social Work,17633,13071,8888,954,0.06802139,39000,25000,50000 +5205,INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY,Psychology & Social Work,17969,11878,8631,1084,0.08362907,62000,40000,84000 +5206,SOCIAL PSYCHOLOGY,Psychology & Social Work,10871,6897,5226,660,0.087336245,47000,35000,70000 +5299,MISCELLANEOUS PSYCHOLOGY,Psychology & Social Work,34102,23921,15688,2137,0.082009364,45000,30000,70000 +5301,CRIMINAL JUSTICE AND FIRE PROTECTION,Law & Public Policy,757141,613369,517599,35037,0.054035589,50000,35000,74000 +5401,PUBLIC ADMINISTRATION,Law & Public Policy,54636,37879,31262,2836,0.069654918,56000,40000,85000 +5402,PUBLIC POLICY,Law & Public Policy,14782,11147,8196,959,0.079216917,60000,38000,90000 +5403,HUMAN SERVICES AND COMMUNITY ORGANIZATION,Psychology & Social Work,81786,61402,44959,4794,0.072421294,38000,29000,52000 +5404,SOCIAL WORK,Psychology & Social Work,319163,225081,164020,14208,0.059375901,40000,30000,53000 +5500,GENERAL SOCIAL SCIENCES,Social Science,127363,80165,57036,6132,0.071056931,50000,35000,75000 +5501,ECONOMICS,Social Science,757616,535446,430580,34974,0.061312717,69000,42000,110000 +5502,ANTHROPOLOGY AND ARCHEOLOGY,Humanities & Liberal Arts,143087,102399,66046,8684,0.078175778,43000,30000,68000 +5503,CRIMINOLOGY,Social Science,75085,59534,48763,4106,0.06451917,49000,35000,72000 +5504,GEOGRAPHY,Social Science,115423,83671,63070,6202,0.06900849,54000,38300,78000 +5505,INTERNATIONAL RELATIONS,Social Science,77371,56564,42091,4278,0.07031327,55000,40000,89000 +5506,POLITICAL SCIENCE AND GOVERNMENT,Social Science,748956,541630,421761,40376,0.069373855,58000,38000,90000 +5507,SOCIOLOGY,Social Science,674558,459174,336515,32344,0.065804304,47000,33000,70000 +5599,MISCELLANEOUS SOCIAL SCIENCES,Social Science,15882,12307,9444,708,0.054398771,52000,40000,80000 +5601,CONSTRUCTION SERVICES,Industrial Arts & Consumer Services,92346,79055,65916,4257,0.051097081,65000,45000,95000 +5701,"ELECTRICAL, MECHANICAL, AND PRECISION TECHNOLOGIES AND PRODUCTION",Industrial Arts & Consumer Services,15726,12607,10453,692,0.052033988,48000,32000,75000 +5901,TRANSPORTATION SCIENCES AND TECHNOLOGIES,Industrial Arts & Consumer Services,126639,98814,83519,4902,0.047263682,67000,42500,98000 +6000,FINE ARTS,Arts,571961,386961,256747,29912,0.071753268,45000,30000,70000 +6001,DRAMA AND THEATER ARTS,Arts,174817,135071,81519,11789,0.08027373,42000,29000,62000 +6002,MUSIC,Arts,276262,192704,116142,11155,0.054719193,45000,30000,67000 +6003,VISUAL AND PERFORMING ARTS,Arts,55141,41098,23479,4297,0.094658002,40000,27000,59000 +6004,COMMERCIAL ART AND GRAPHIC DESIGN,Arts,504657,379980,266671,30330,0.073919719,46600,32000,70000 +6005,FILM VIDEO AND PHOTOGRAPHIC ARTS,Arts,133508,107651,69303,10080,0.085618911,47000,30000,70000 +6006,ART HISTORY AND CRITICISM,Humanities & Liberal Arts,90852,61295,38989,4185,0.063912645,44500,30000,70000 +6007,STUDIO ARTS,Arts,81008,58799,36943,5372,0.083713827,37600,24900,58000 +6099,MISCELLANEOUS FINE ARTS,Arts,8511,6431,3802,1190,0.156147487,45000,30000,60000 +6100,GENERAL MEDICAL AND HEALTH SERVICES,Health,104516,78198,53746,4525,0.054700627,50000,35000,73000 +6102,COMMUNICATION DISORDERS SCIENCES AND SERVICES,Health,74977,49393,26085,2407,0.046467181,42000,30000,60000 +6103,HEALTH AND MEDICAL ADMINISTRATIVE SERVICES,Health,108510,85360,67294,5160,0.057003977,50000,35000,75000 +6104,MEDICAL ASSISTING SERVICES,Health,64316,51279,25118,1660,0.031356845,55000,37000,75000 +6105,MEDICAL TECHNOLOGIES TECHNICIANS,Health,164990,121479,92128,4564,0.036209865,60000,45000,76000 +6106,HEALTH AND MEDICAL PREPARATORY PROGRAMS,Health,32514,19009,13147,1431,0.070009785,50000,34000,85000 +6107,NURSING,Health,1769892,1325711,947546,36503,0.026796818,62000,48000,80000 +6108,PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION,Health,180084,124058,89234,4414,0.034357681,106000,78000,125000 +6109,TREATMENT THERAPY PROFESSIONS,Health,252138,199174,128115,5378,0.026291603,61000,40000,80000 +6110,COMMUNITY AND PUBLIC HEALTH,Health,56741,42543,28912,3032,0.066527702,47000,32800,70000 +6199,MISCELLANEOUS HEALTH MEDICAL PROFESSIONS,Health,77647,52610,35676,2978,0.053572714,45000,32000,62000 +6200,GENERAL BUSINESS,Business,2148712,1580978,1304646,85626,0.051377532,60000,40000,95000 +6201,ACCOUNTING,Business,1779219,1335825,1095027,75379,0.053414673,65000,42500,1.00E+05 +6202,ACTUARIAL SCIENCE,Business,9763,7846,6880,466,0.056063523,72000,53000,115000 +6203,BUSINESS MANAGEMENT AND ADMINISTRATION,Business,3123510,2354398,1939384,147261,0.058865337,58000,39500,86000 +6204,OPERATIONS LOGISTICS AND E-COMMERCE,Business,57200,47341,41104,2141,0.043268259,65000,45000,90000 +6205,BUSINESS ECONOMICS,Business,75547,57983,48471,3816,0.061748572,65000,45000,1.00E+05 +6206,MARKETING AND MARKETING RESEARCH,Business,1114624,890125,704912,51839,0.055032889,56000,38500,90000 +6207,FINANCE,Business,816548,670681,561073,34166,0.048472931,65000,45000,1.00E+05 +6209,HUMAN RESOURCES AND PERSONNEL MANAGEMENT,Business,187274,142879,116466,9241,0.060748094,54000,38000,80000 +6210,INTERNATIONAL BUSINESS,Business,86064,66453,51012,5106,0.071353708,54000,38600,80000 +6211,HOSPITALITY MANAGEMENT,Business,200854,163393,122499,8862,0.051446983,49000,33000,70000 +6212,MANAGEMENT INFORMATION SYSTEMS AND STATISTICS,Business,156673,134478,118249,6186,0.043977137,72000,50000,1.00E+05 +6299,MISCELLANEOUS BUSINESS & MEDICAL ADMINISTRATION,Business,102753,77471,61603,4308,0.052678561,53000,36000,83000 +6402,HISTORY,Humanities & Liberal Arts,712509,478416,354163,33725,0.065851006,50000,35000,80000 +6403,UNITED STATES HISTORY,Humanities & Liberal Arts,17746,11887,8204,943,0.07349961,50000,39000,81000 From 842512bd8c981a51917230b796602452fff3e316 Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 17:29:17 -0400 Subject: [PATCH 17/34] Create grad-students.csv Looks at people with and without graduate degrees. Ages 25 and up. --- college-majors/grad-students.csv | 174 +++++++++++++++++++++++++++++++ 1 file changed, 174 insertions(+) create mode 100644 college-majors/grad-students.csv diff --git a/college-majors/grad-students.csv b/college-majors/grad-students.csv new file mode 100644 index 0000000..31ba096 --- /dev/null +++ b/college-majors/grad-students.csv @@ -0,0 +1,174 @@ +Major_code,Major,Major_category,Grad_total,Grad_sample_size,Grad_employed,Grad_full_time_year_round,Grad_unemployed,Grad_unemployment_rate,Grad_median,Grad_P25,Grad_P75,Nongrad_total,Nongrad_employed,Nongrad_full_time_year_round,Nongrad_unemployed,Nongrad_unemployment_rate,Nongrad_median,Nongrad_P25,Nongrad_P75,Grad_share,Grad_premium +5601,CONSTRUCTION SERVICES,Industrial Arts & Consumer Services,9173,200,7098,6511,681,0.087543386,75000,53000,110000,86062,73607,62435,3928,0.050660992,65000,47000,98000,0.09631963,0.153846154 +6004,COMMERCIAL ART AND GRAPHIC DESIGN,Arts,53864,882,40492,29553,2482,0.057755852,60000,40000,89000,461977,347166,250596,25484,0.068385885,48000,34000,71000,0.104419773,0.25 +6211,HOSPITALITY MANAGEMENT,Business,24417,437,18368,14784,1465,0.073866788,65000,45000,1.00E+05,179335,145597,113579,7409,0.048422938,50000,35000,75000,0.11983686,0.3 +2201,COSMETOLOGY SERVICES AND CULINARY ARTS,Industrial Arts & Consumer Services,5411,72,3590,2701,316,0.080901178,47000,24500,85000,37575,29738,23249,1661,0.052899774,41600,29000,60000,0.125878193,0.129807692 +2001,COMMUNICATION TECHNOLOGIES,Computers & Mathematics,9109,171,7512,5622,466,0.058410629,57000,40600,83700,53819,43163,34231,3389,0.072800309,52000,36000,78000,0.144752733,0.096153846 +3201,COURT REPORTING,Law & Public Policy,1542,22,1008,860,0,0,75000,55000,120000,8921,6967,6063,518,0.069205077,50000,34000,75000,0.147376469,0.5 +6206,MARKETING AND MARKETING RESEARCH,Business,190996,3738,151570,123045,8324,0.052059489,80000,50000,120000,1029181,817906,662346,45519,0.052719113,60000,40000,91500,0.156531388,0.333333333 +1101,AGRICULTURE PRODUCTION AND MANAGEMENT,Agriculture & Natural Resources,17488,386,13104,11207,473,0.03483833,67000,41600,1.00E+05,89169,71781,61335,1869,0.025376782,55000,38000,80000,0.163964859,0.218181818 +2101,COMPUTER PROGRAMMING AND DATA PROCESSING,Computers & Mathematics,5611,98,4716,3981,119,0.024612203,85000,56000,114000,28314,22024,18381,2222,0.091643983,60000,40000,85000,0.165394252,0.416666667 +1904,ADVERTISING AND PUBLIC RELATIONS,Communications & Journalism,33928,688,28517,22523,899,0.030561599,60000,43000,90000,163435,127832,100330,8706,0.063762469,51000,37800,78000,0.171906588,0.176470588 +6005,FILM VIDEO AND PHOTOGRAPHIC ARTS,Arts,24525,370,19059,13301,2035,0.096472931,57000,40000,80000,116158,93915,63674,8160,0.07994122,50000,32000,75000,0.174328099,0.14 +5701,"ELECTRICAL, MECHANICAL, AND PRECISION TECHNOLOGIES AND PRODUCTION",Industrial Arts & Consumer Services,3187,45,1984,1481,319,0.13851498,62000,40000,1.00E+05,14842,11921,9949,653,0.051932559,50000,32400,75000,0.176770758,0.24 +2504,MECHANICAL ENGINEERING RELATED TECHNOLOGIES,Engineering,6065,111,4442,3669,310,0.06523569,78000,50000,103000,27999,23069,20418,998,0.04146757,61000,42000,85000,0.178047205,0.278688525 +1903,MASS MEDIA,Communications & Journalism,42915,828,35939,28054,1957,0.051641334,57000,41000,90000,190020,153722,117581,12816,0.07695541,50000,35000,72000,0.184235946,0.14 +5901,TRANSPORTATION SCIENCES AND TECHNOLOGIES,Industrial Arts & Consumer Services,27410,538,20035,18088,980,0.046633357,90000,62000,124000,121260,94538,80650,4326,0.04375708,69000,45000,1.00E+05,0.184368063,0.304347826 +2107,COMPUTER NETWORKING AND TELECOMMUNICATIONS,Computers & Mathematics,11165,218,9037,7988,803,0.081605691,80000,54000,110000,48776,41552,34402,2476,0.05623694,58000,37700,84000,0.186266495,0.379310345 +6299,MISCELLANEOUS BUSINESS & MEDICAL ADMINISTRATION,Business,22553,408,17691,14807,865,0.04661565,75000,47000,106000,95860,72005,58441,3694,0.048798531,55000,38000,85000,0.190460507,0.363636364 +2599,MISCELLANEOUS ENGINEERING TECHNOLOGIES,Engineering,14816,315,12433,11146,407,0.031697819,80000,54000,105000,60571,50092,44199,3316,0.062088077,65000,43000,90000,0.196532559,0.230769231 +2503,INDUSTRIAL PRODUCTION TECHNOLOGIES,Engineering,19885,408,14752,12467,603,0.039270596,84500,60000,111000,81076,64389,56559,3431,0.050589797,70000,48000,99000,0.196957241,0.207142857 +6099,MISCELLANEOUS FINE ARTS,Arts,1733,27,1100,770,44,0.038461538,55000,40000,76000,7044,5220,3556,1001,0.160906607,46000,30000,60000,0.197447875,0.195652174 +5301,CRIMINAL JUSTICE AND FIRE PROTECTION,Law & Public Policy,188228,3794,154146,133549,6591,0.041004871,68000,45000,1.00E+05,695361,565748,490943,29133,0.04897282,52000,36000,75000,0.213026645,0.307692308 +6203,BUSINESS MANAGEMENT AND ADMINISTRATION,Business,813399,16129,622357,527935,32089,0.049032311,77000,50000,115000,2996892,2253649,1882507,136978,0.057297939,60000,40000,88000,0.213474246,0.283333333 +5503,CRIMINOLOGY,Social Science,18499,381,14584,12074,692,0.045299817,65000,44000,98000,67082,53419,45563,3189,0.056334794,50000,35000,75000,0.216157792,0.3 +6212,MANAGEMENT INFORMATION SYSTEMS AND STATISTICS,Business,41970,963,36227,32121,1459,0.038714642,89000,64500,116000,150110,129179,115177,5690,0.042189087,72000,50000,1.00E+05,0.218502707,0.236111111 +2106,COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY,Computers & Mathematics,10290,194,8554,7581,542,0.059586631,81000,54000,109000,35883,29740,26303,2102,0.066013441,60000,41600,80000,0.222857514,0.35 +6204,OPERATIONS LOGISTICS AND E-COMMERCE,Business,15056,335,12659,10861,296,0.022848321,94000,64000,131000,52043,43074,38454,1827,0.040689517,66000,46800,92000,0.224384864,0.424242424 +6200,GENERAL BUSINESS,Business,602964,10399,457191,387928,19494,0.040894931,85000,52000,130000,2056867,1510380,1264413,77999,0.049106038,60000,40000,98000,0.226692598,0.416666667 +6105,MEDICAL TECHNOLOGIES TECHNICIANS,Health,47029,942,37639,29892,987,0.025552736,76000,55000,112000,159438,117087,89592,4193,0.034572889,60000,45900,77000,0.227779742,0.266666667 +2100,COMPUTER AND INFORMATION SYSTEMS,Computers & Mathematics,71527,1425,60858,53807,2539,0.040049214,80000,55000,104000,242194,209994,184959,10439,0.047356793,65000,45000,90000,0.227995576,0.230769231 +1901,COMMUNICATIONS,Communications & Journalism,266084,4879,212156,159049,10851,0.048657665,65000,45000,96000,896111,716886,557992,46564,0.060991552,52000,36100,80000,0.228949531,0.25 +6202,ACTUARIAL SCIENCE,Business,2472,56,2020,1725,162,0.074243813,110000,80000,150000,7998,6666,6040,266,0.038372764,76000,53000,125000,0.236103152,0.447368421 +2502,ELECTRICAL ENGINEERING TECHNOLOGY,Engineering,28155,521,22501,19707,1296,0.054460646,85000,60000,110000,90886,71204,62854,4210,0.055825178,68000,48000,92000,0.23651515,0.25 +1902,JOURNALISM,Communications & Journalism,119953,2244,91778,71683,4026,0.042023298,70000,46000,1.00E+05,386113,287521,222172,18390,0.060115524,53000,36000,80100,0.237030348,0.320754717 +6104,MEDICAL ASSISTING SERVICES,Health,18654,326,14499,10826,377,0.025342834,80000,55000,108000,59740,47608,23707,1443,0.02941836,56000,38000,76000,0.237951884,0.428571429 +2500,ENGINEERING TECHNOLOGIES,Engineering,11724,219,9471,7958,450,0.045358331,74000,48400,105000,35992,29092,25129,1475,0.048254654,65000,40000,94000,0.245703747,0.138461538 +6201,ACCOUNTING,Business,569677,11774,451610,384280,19729,0.041857347,88000,59000,131000,1708418,1282267,1065334,68954,0.051030882,65000,44000,1.00E+05,0.250067271,0.353846154 +6000,FINE ARTS,Arts,181514,2528,124246,80794,8072,0.06100455,58000,40000,82000,541433,363977,247638,26518,0.06790868,46000,30000,70000,0.251075113,0.260869565 +6107,NURSING,Health,573467,10432,437115,335009,9498,0.021266734,84000,62000,110000,1686899,1256606,909187,32472,0.025190097,64000,50000,80000,0.253705373,0.3125 +2105,INFORMATION SCIENCES,Computers & Mathematics,25799,551,22403,19028,1179,0.049995759,84000,62000,114000,74072,63354,55946,3333,0.049979756,70000,48500,96000,0.258323237,0.2 +2403,ARCHITECTURAL ENGINEERING,Engineering,6466,143,4857,4264,304,0.058903313,78000,56000,110000,18500,12772,10648,889,0.065075763,80000,52000,106000,0.258992229,-0.025 +4000,MULTI/INTERDISCIPLINARY STUDIES,Interdisciplinary,14405,318,12708,9639,261,0.020124913,55000,43600,74000,41018,32600,24260,2573,0.073152702,44000,34200,58000,0.259910146,0.25 +5102,"NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES",Physical Sciences,3910,65,3129,2565,28,0.00886918,80000,55000,106000,11069,8699,6701,605,0.065025795,64000,45000,80000,0.261032112,0.25 +1100,GENERAL AGRICULTURE,Agriculture & Natural Resources,44306,764,28930,23024,874,0.029324923,68000,45000,104000,123984,86631,72409,2352,0.026432015,50000,34000,80000,0.263271733,0.36 +1302,FORESTRY,Agriculture & Natural Resources,24713,487,16831,14102,725,0.041296423,78000,52000,110000,67649,46815,39048,1885,0.038706366,59000,42000,80000,0.267566748,0.322033898 +3401,LIBERAL ARTS,Humanities & Liberal Arts,213970,3420,154404,112953,6788,0.042111271,70000,48000,103000,575676,387303,288616,27049,0.065280245,50000,34000,75000,0.270969523,0.4 +5403,HUMAN SERVICES AND COMMUNITY ORGANIZATION,Psychology & Social Work,29262,555,23537,18213,1504,0.060061499,50100,38000,70110,78105,58298,43307,4625,0.073502535,38700,30000,53000,0.272541842,0.294573643 +6003,VISUAL AND PERFORMING ARTS,Arts,18324,275,14841,9671,593,0.038421666,53000,38000,80000,48548,36008,21969,3729,0.093842011,40000,28000,60000,0.274016031,0.325 +1303,NATURAL RESOURCES MANAGEMENT,Agriculture & Natural Resources,29357,659,23394,19087,711,0.029495955,70000,50000,1.00E+05,77101,60690,48256,3413,0.053242438,53000,38000,75000,0.275761333,0.320754717 +6007,STUDIO ARTS,Arts,28883,500,21628,14277,1147,0.050362239,50750,40000,70000,74183,53276,35035,4739,0.081685771,38000,26000,59000,0.280237906,0.335526316 +2901,FAMILY AND CONSUMER SCIENCES,Industrial Arts & Consumer Services,149084,2294,101593,69675,3919,0.037142695,58000,42000,80000,378778,223314,146322,12312,0.052252298,42000,30000,60000,0.282429878,0.380952381 +4101,PHYSICAL FITNESS PARKS RECREATION AND LEISURE,Industrial Arts & Consumer Services,119489,2423,103790,80196,2696,0.025317882,60000,44000,85000,296901,245267,186901,10704,0.041817237,45000,33700,64000,0.286964144,0.333333333 +6207,FINANCE,Business,301650,6319,252242,221486,11635,0.044092513,95000,62000,150000,745903,615192,528057,28844,0.044786316,70000,45000,1.00E+05,0.287956791,0.357142857 +2419,PETROLEUM ENGINEERING,Engineering,7479,164,5640,4869,112,0.019471488,124000,80000,2.00E+05,18483,13108,11334,580,0.042372881,126000,75000,215000,0.288074879,-0.015873016 +1105,PLANT SCIENCE AND AGRONOMY,Agriculture & Natural Resources,30983,624,22782,18312,735,0.031253986,67000,45000,1.00E+05,76190,60241,49506,1899,0.030560026,50000,35000,75000,0.289093335,0.34 +6209,HUMAN RESOURCES AND PERSONNEL MANAGEMENT,Business,72548,1316,55106,47878,3813,0.064715966,70000,47000,1.00E+05,178250,135403,112085,8719,0.060497356,55000,39000,80000,0.289268654,0.272727273 +6210,INTERNATIONAL BUSINESS,Business,30985,604,24519,20196,1424,0.054889566,72000,50000,104000,74951,58763,46734,4137,0.065771065,57000,40000,85000,0.292487917,0.263157895 +3302,COMPOSITION AND RHETORIC,Humanities & Liberal Arts,21250,332,16723,10535,676,0.038852808,58000,42000,80000,50175,38047,26514,2837,0.069391449,42000,30000,69000,0.297514876,0.380952381 +6001,DRAMA AND THEATER ARTS,Arts,66560,1069,50690,34179,3679,0.067667237,58600,44000,85000,156841,120476,75712,10435,0.079710643,45000,30000,65000,0.29793958,0.302222222 +6205,BUSINESS ECONOMICS,Business,30210,642,22935,19467,1239,0.051253413,94000,60000,150000,69826,53771,45965,3186,0.055936935,70000,47000,101000,0.301991283,0.342857143 +2501,ENGINEERING AND INDUSTRIAL MANAGEMENT,Engineering,20177,340,12781,11035,1336,0.094637671,107000,70000,150000,46013,26479,21870,1554,0.055434666,75000,50000,108000,0.304834567,0.426666667 +2102,COMPUTER SCIENCE,Computers & Mathematics,324402,6674,281088,243500,10557,0.036198118,95000,69000,125000,739583,623930,544970,31060,0.047420571,80000,52000,106000,0.304893396,0.1875 +6103,HEALTH AND MEDICAL ADMINISTRATIVE SERVICES,Health,45452,898,35283,29992,1933,0.051940026,79000,51000,108000,101621,79713,64350,4430,0.052648467,52000,37000,75000,0.309043808,0.519230769 +1102,AGRICULTURAL ECONOMICS,Agriculture & Natural Resources,14800,305,10592,8768,216,0.019985196,80000,53000,120000,33049,25557,22496,734,0.027918299,63000,40000,99000,0.30930636,0.26984127 +1301,ENVIRONMENTAL SCIENCE,Biology & Life Science,43612,925,38068,29568,1392,0.035276229,68000,48000,1.00E+05,94504,78828,61721,3837,0.046416258,55000,40000,76000,0.315763561,0.236363636 +5504,GEOGRAPHY,Social Science,52147,1008,38935,30602,1251,0.031130244,73000,50000,105000,108758,78756,60831,5680,0.067269885,55000,40000,80000,0.324085641,0.327272727 +2499,MISCELLANEOUS ENGINEERING,Engineering,26032,497,19112,16552,685,0.034601202,90000,60000,122000,53532,41524,36059,2305,0.05259075,70000,50000,1.00E+05,0.327183148,0.285714286 +3604,ECOLOGY,Biology & Life Science,21535,465,17793,13713,677,0.036654034,62000,45000,93000,41530,33531,24530,1665,0.047306512,48700,33000,74000,0.341473083,0.273100616 +4007,INTERDISCIPLINARY SOCIAL SCIENCES,Social Science,30233,541,22755,17138,1444,0.059671887,66000,45000,96000,57635,40252,29613,2493,0.058322611,46000,34000,70000,0.344072928,0.434782609 +1401,ARCHITECTURE,Engineering,148255,2760,114536,88038,8665,0.070332221,72000,49800,102000,279577,207090,159313,18651,0.082621234,64000,42000,95000,0.346526207,0.125 +1106,SOIL SCIENCE,Agriculture & Natural Resources,3335,61,2284,1641,34,0.014667817,65000,50000,91000,6242,4654,3917,264,0.053680358,65000,41000,89000,0.348230135,0 +3202,PRE-LAW AND LEGAL STUDIES,Law & Public Policy,33137,544,24818,20149,1005,0.038918793,76000,50000,121000,61368,45218,35337,3523,0.072280011,50000,35000,70000,0.350637532,0.52 +2400,GENERAL ENGINEERING,Engineering,268473,4345,199771,174234,7460,0.035998475,1.00E+05,65000,139000,482878,346258,304610,16636,0.045842588,75000,50000,1.00E+05,0.357320347,0.333333333 +5098,MULTI-DISCIPLINARY OR GENERAL SCIENCE,Physical Sciences,223467,3494,162694,126999,4705,0.0281065,86000,55000,142000,401739,290699,229673,13226,0.043517315,59000,40000,86000,0.357429391,0.457627119 +2406,CIVIL ENGINEERING,Engineering,196344,4057,150299,127120,5327,0.034229499,98000,70000,130000,338011,247251,212776,13275,0.050954607,80000,56000,105000,0.367441121,0.225 +2407,COMPUTER ENGINEERING,Engineering,82102,1806,73147,65371,1592,0.021300793,97000,75000,130000,141270,119738,106089,6639,0.052533293,81000,60000,110000,0.367557259,0.197530864 +2416,MINING AND MINERAL ENGINEERING,Engineering,6083,126,4491,4038,271,0.056908862,1.00E+05,72000,140000,10460,7161,6270,366,0.04862495,95000,52000,125000,0.367708396,0.052631579 +2307,EARLY CHILDHOOD EDUCATION,Education,82430,1396,63027,43428,1760,0.027165944,50000,40000,65000,141496,100158,64302,4956,0.04714881,37000,28000,48000,0.36811268,0.351351351 +5507,SOCIOLOGY,Social Science,368710,6155,259742,191949,11353,0.041878308,64000,45000,93000,627027,422359,318869,28396,0.062996528,49000,35000,71000,0.37028854,0.306122449 +5500,GENERAL SOCIAL SCIENCES,Social Science,73350,1069,45744,34005,2841,0.058474838,69000,47000,1.00E+05,122828,77095,55727,5499,0.066578686,50000,35000,75000,0.373895136,0.38 +1103,ANIMAL SCIENCES,Agriculture & Natural Resources,56807,1335,47755,39047,596,0.012326529,70300,48000,104000,94910,74896,61629,3101,0.039757939,48000,32000,75000,0.374427388,0.464583333 +6109,TREATMENT THERAPY PROFESSIONS,Health,142285,2607,123279,91011,2185,0.017415354,70000,51000,96000,234752,187311,123316,4158,0.021716309,63000,42000,80000,0.377376756,0.111111111 +1199,MISCELLANEOUS AGRICULTURE,Agriculture & Natural Resources,5032,98,2758,2276,261,0.086452468,54000,45000,81000,8092,5978,4707,239,0.038442979,55000,39000,78000,0.383419689,-0.018181818 +2414,MECHANICAL ENGINEERING,Engineering,347342,7285,266923,234162,9810,0.035449332,1.00E+05,75000,138000,547538,395914,348301,16897,0.040931564,82000,60000,110000,0.388143662,0.219512195 +3402,HUMANITIES,Humanities & Liberal Arts,27477,450,19264,13799,1215,0.059329069,65000,47000,1.00E+05,43298,27799,18630,2398,0.079411862,47000,30625,73000,0.388230307,0.382978723 +1104,FOOD SCIENCE,Agriculture & Natural Resources,14521,266,10857,8074,370,0.032956266,72000,50000,110000,22853,16298,12431,681,0.040108369,63000,40000,92000,0.388532135,0.142857143 +2412,INDUSTRIAL AND MANUFACTURING ENGINEERING,Engineering,86791,1758,66432,56355,2669,0.038624622,98000,70000,135000,131402,96312,82220,5047,0.049793309,76000,50000,104000,0.397771698,0.289473684 +2411,GEOLOGICAL AND GEOPHYSICAL ENGINEERING,Engineering,3940,66,2673,1905,79,0.028706395,105000,75000,140800,5941,3797,3165,0,0,87000,57000,125000,0.398745066,0.206896552 +5206,SOCIAL PSYCHOLOGY,Psychology & Social Work,7007,119,4796,3509,312,0.061080658,71000,48800,1.00E+05,10307,6486,4928,660,0.092359362,49000,36300,75000,0.404701398,0.448979592 +2417,NAVAL ARCHITECTURE AND MARINE ENGINEERING,Engineering,10801,197,6739,6332,222,0.03189197,102000,70000,145000,15759,10596,9044,449,0.040651879,1.00E+05,60000,128000,0.406664157,0.02 +4005,MATHEMATICS AND COMPUTER SCIENCE,Computers & Mathematics,4810,103,3880,3045,445,0.102890173,98000,65000,131500,6996,5711,5020,150,0.025592902,92000,53000,136000,0.407419956,0.065217391 +6006,ART HISTORY AND CRITICISM,Humanities & Liberal Arts,56666,892,40441,27668,2293,0.053657509,65000,45000,93000,82188,54192,35955,3731,0.0644131,45500,31000,73000,0.408097714,0.428571429 +6199,MISCELLANEOUS HEALTH MEDICAL PROFESSIONS,Health,51566,848,39185,28576,1100,0.027305449,60000,41000,90000,72590,49431,34327,2326,0.044940781,45000,33000,62000,0.415332324,0.333333333 +6100,GENERAL MEDICAL AND HEALTH SERVICES,Health,64284,1172,54355,42137,1226,0.022057897,70000,52000,1.00E+05,90171,69217,50755,3592,0.04933456,52000,37000,75000,0.416198893,0.346153846 +4001,INTERCULTURAL AND INTERNATIONAL STUDIES,Humanities & Liberal Arts,32549,600,26153,18746,1786,0.063924979,70000,46000,115000,45113,34373,24209,2680,0.072328826,50000,32000,72000,0.41911102,0.4 +4002,NUTRITION SCIENCES,Health,40740,641,31411,21321,773,0.024018146,65000,48400,1.00E+05,56400,38530,26254,2503,0.060999683,50000,35000,70000,0.419394688,0.3 +5501,ECONOMICS,Social Science,517614,9822,386002,315920,17668,0.043768425,1.00E+05,63000,175000,700637,496450,409200,29246,0.055632913,70000,44000,111000,0.424882885,0.428571429 +2306,PHYSICAL AND HEALTH EDUCATION TEACHING,Education,202105,3061,131845,92639,3782,0.027885303,65000,50000,85000,270939,185279,133212,8119,0.041980786,50000,35000,68000,0.427243555,0.3 +6110,COMMUNITY AND PUBLIC HEALTH,Health,35543,638,28112,22384,874,0.030152487,68500,48000,1.00E+05,47568,36104,27108,1804,0.047588899,50000,35000,70000,0.427656989,0.37 +2408,ELECTRICAL ENGINEERING,Engineering,482767,10070,371723,324080,13974,0.036230513,106000,80000,145000,645159,471850,413582,24278,0.048934952,90000,62000,118000,0.428013008,0.177777778 +4901,THEOLOGY AND RELIGIOUS VOCATIONS,Humanities & Liberal Arts,165460,3112,115266,90580,3926,0.032938452,48000,32000,69000,220424,154911,116980,6305,0.039109021,40000,28000,58000,0.428781706,0.2 +5006,OCEANOGRAPHY,Physical Sciences,7315,197,5501,5642,125,0.022218272,90000,50000,114000,9739,7311,6029,419,0.054204398,60000,44000,97000,0.428931629,0.5 +2399,MISCELLANEOUS EDUCATION,Education,166626,2091,86566,59620,3106,0.034637345,61000,46200,83000,221750,122937,89949,4880,0.038179585,50000,36000,72000,0.42903269,0.22 +2402,BIOLOGICAL ENGINEERING,Engineering,21515,433,16810,13353,695,0.039702942,80000,50000,120000,28562,21509,17822,1118,0.049409997,65000,40000,93000,0.429638357,0.230769231 +5401,PUBLIC ADMINISTRATION,Law & Public Policy,42661,750,31985,27682,2000,0.058849492,75000,50000,110000,53242,37006,30763,2609,0.065858892,58000,40000,86000,0.444834885,0.293103448 +2304,ELEMENTARY EDUCATION,Education,1105607,15410,668185,438791,13889,0.020362893,55000,44000,70000,1379686,762114,476855,28714,0.03630878,40000,32000,51000,0.444859821,0.375 +5205,INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY,Psychology & Social Work,13718,221,9546,7366,453,0.04530453,75000,50000,106000,16994,11009,8347,1044,0.08661744,63000,41000,85000,0.446665798,0.19047619 +3801,MILITARY TECHNOLOGIES,Industrial Arts & Consumer Services,3465,29,1248,1040,72,0.054545455,74000,37900,123000,4278,1650,1671,187,0.101796407,64000,39000,90000,0.447500969,0.15625 +2300,GENERAL EDUCATION,Education,1128727,13846,698049,507406,24083,0.033349858,58000,45000,75000,1388324,805371,573139,35180,0.041853498,44000,32000,60000,0.448432312,0.318181818 +6002,MUSIC,Arts,205013,2759,150394,88436,6507,0.041472011,60000,41000,85000,251339,174414,109664,8834,0.048207893,46400,32000,70000,0.449243128,0.293103448 +2314,ART AND MUSIC EDUCATION,Education,183239,2679,123145,80953,3600,0.028403487,59000,45000,75000,218268,143673,90398,5955,0.039798701,44000,32200,57000,0.456378096,0.340909091 +2601,LINGUISTICS AND COMPARATIVE LANGUAGE AND LITERATURE,Humanities & Liberal Arts,57960,853,40277,27836,2157,0.05083188,65000,42000,98000,68993,41522,28718,3414,0.07597472,49000,31000,70000,0.456546911,0.326530612 +2413,MATERIALS ENGINEERING AND MATERIALS SCIENCE,Engineering,17051,335,13042,10727,705,0.051283916,92000,70000,120000,20152,13729,11755,880,0.06023684,78000,55000,105000,0.458323254,0.179487179 +5502,ANTHROPOLOGY AND ARCHEOLOGY,Humanities & Liberal Arts,107888,1971,83632,59545,4374,0.049701157,65000,45100,1.00E+05,126116,90622,62339,6369,0.065665887,45000,30000,70000,0.461051948,0.444444444 +5404,SOCIAL WORK,Psychology & Social Work,260824,4537,203983,153941,7963,0.037570891,53000,40000,70000,301611,211272,157896,12645,0.056471818,40000,30000,54000,0.463740699,0.325 +3301,ENGLISH LANGUAGE AND LITERATURE,Humanities & Liberal Arts,881433,13688,598806,420936,25330,0.040584103,67000,46600,1.00E+05,1018267,650188,457320,45414,0.065287334,50000,34600,78000,0.463985366,0.34 +2312,TEACHER EDUCATION: MULTIPLE LEVELS,Education,72079,1122,46866,32536,896,0.018759683,55000,43000,69000,82941,54460,35610,1804,0.032063131,40000,30000,52000,0.464965811,0.375 +5004,GEOLOGY AND EARTH SCIENCE,Physical Sciences,90232,1814,66748,54643,1881,0.027408238,84000,55000,125000,103388,72682,57959,4848,0.062530633,66000,43000,1.00E+05,0.466026237,0.272727273 +6108,PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION,Health,152238,2872,124688,97680,3174,0.024823638,111000,85000,140000,173397,120500,88001,4110,0.032982907,107000,80000,125000,0.46751117,0.037383178 +2603,OTHER FOREIGN LANGUAGES,Humanities & Liberal Arts,46826,784,31558,23188,1436,0.043523065,68000,45000,1.00E+05,52934,31878,22253,2111,0.062108329,47000,32000,76000,0.469386528,0.446808511 +5200,PSYCHOLOGY,Psychology & Social Work,1184158,20547,915341,666630,35718,0.03755603,64000,45000,97000,1322161,938016,689146,64552,0.064386655,46000,32200,70000,0.472468987,0.391304348 +1501,AREA ETHNIC AND CIVILIZATION STUDIES,Humanities & Liberal Arts,84409,1573,65878,48598,3091,0.044817237,75000,50000,120000,90834,65609,46517,4630,0.065917795,50000,34600,75000,0.481668312,0.5 +5000,PHYSICAL SCIENCES,Physical Sciences,7979,141,5292,4180,208,0.037818182,80000,54000,135000,8495,5676,4945,238,0.04024349,60000,38000,89000,0.484338958,0.333333333 +5002,ATMOSPHERIC SCIENCES AND METEOROLOGY,Physical Sciences,11739,254,8657,7488,237,0.026647178,82000,52000,110000,12457,9847,8754,384,0.037532988,60000,39000,90000,0.485162837,0.366666667 +2405,CHEMICAL ENGINEERING,Engineering,168136,3306,124544,106097,4997,0.03857466,102000,70000,150000,173332,120146,103629,5413,0.043111207,90000,62000,123000,0.492391674,0.133333333 +2401,AEROSPACE ENGINEERING,Engineering,58511,1240,42632,39834,1225,0.027931687,107000,80000,140000,60077,41023,36578,1656,0.038801284,85000,60000,110000,0.493397308,0.258823529 +6402,HISTORY,Humanities & Liberal Arts,645414,11486,454797,347910,18445,0.038975831,80000,51000,125000,657090,439435,338441,28790,0.061487533,52000,35000,83000,0.495517864,0.538461538 +5599,MISCELLANEOUS SOCIAL SCIENCES,Social Science,14077,306,10916,9039,551,0.048050929,73000,52000,105000,14312,10935,8899,653,0.056351398,54000,40000,81000,0.495861073,0.351851852 +3701,APPLIED MATHEMATICS,Computers & Mathematics,17075,386,14113,11699,416,0.02863239,1.00E+05,65000,135000,17276,13704,11253,773,0.05339504,76000,48000,110000,0.497074321,0.315789474 +3702,STATISTICS AND DECISION SCIENCE,Computers & Mathematics,21973,429,16979,14113,751,0.042357586,92000,64000,125000,22210,17024,13665,874,0.048832272,75000,45000,106000,0.497317973,0.226666667 +2602,FRENCH GERMAN LATIN AND OTHER COMMON FOREIGN LANGUAGE STUDIES,Humanities & Liberal Arts,215376,3187,145043,98947,5820,0.038578048,67000,48000,1.00E+05,216138,137925,92812,8372,0.057226054,50000,35000,70000,0.499117062,0.34 +2311,SOCIAL SCIENCE OR HISTORY TEACHER EDUCATION,Education,119073,1646,68997,47671,2263,0.031756946,60000,45000,84000,118529,71644,49027,3206,0.042832331,47000,35000,65000,0.501144772,0.276595745 +3700,MATHEMATICS,Computers & Mathematics,418056,6906,287467,217363,11245,0.037644956,89000,60000,127000,407046,262174,202078,14142,0.051180532,68000,43000,1.00E+05,0.506671902,0.308823529 +5506,POLITICAL SCIENCE AND GOVERNMENT,Social Science,695725,14467,548199,455539,22134,0.038808906,92000,60000,150000,674509,492011,398808,33077,0.062993251,60000,40000,95000,0.507741743,0.533333333 +5505,INTERNATIONAL RELATIONS,Social Science,69355,1348,54693,44547,2594,0.045280779,86000,55000,132000,66901,49168,38384,3157,0.060334448,60000,40000,90000,0.509005108,0.433333333 +2410,ENVIRONMENTAL ENGINEERING,Engineering,11722,252,9387,8183,450,0.045745654,81000,56000,110000,10985,8641,7475,304,0.033985467,71900,55000,1.00E+05,0.516228476,0.126564673 +3699,MISCELLANEOUS BIOLOGY,Biology & Life Science,27744,553,22488,17787,597,0.025860949,65000,43200,108000,25601,19978,15600,802,0.038594803,55000,35000,75000,0.520086231,0.181818182 +5299,MISCELLANEOUS PSYCHOLOGY,Psychology & Social Work,32107,590,24652,18469,777,0.030555665,68000,45000,110000,29609,20627,14514,1851,0.082347184,47000,32000,75000,0.520237864,0.446808511 +2415,METALLURGICAL ENGINEERING,Engineering,13656,251,9299,8095,218,0.022906378,1.00E+05,74000,135000,12555,6692,5415,310,0.044273065,98000,66000,123000,0.521002632,0.020408163 +2309,SECONDARY TEACHER EDUCATION,Education,239928,3094,128469,89415,2929,0.022291055,61000,48000,80000,217166,123329,86002,5494,0.042647664,45000,35000,62000,0.524898599,0.355555556 +5005,GEOSCIENCES,Physical Sciences,9006,204,7443,6200,134,0.0176851,90000,55000,130000,7977,5920,4890,238,0.038648912,58000,38000,80000,0.530295001,0.551724138 +6403,UNITED STATES HISTORY,Humanities & Liberal Arts,18877,311,12217,8628,327,0.02606824,82000,55000,130000,16704,10913,7898,943,0.079537787,52000,39000,85000,0.53053596,0.576923077 +2409,ENGINEERING MECHANICS PHYSICS AND SCIENCE,Engineering,21377,447,15822,13676,472,0.028967718,1.00E+05,74000,147000,18682,13391,11561,660,0.046971746,70000,48000,1.00E+05,0.533637884,0.428571429 +4006,COGNITIVE SCIENCE AND BIOPSYCHOLOGY,Biology & Life Science,5982,118,5032,3879,239,0.04534244,95000,55000,135000,5156,4206,3116,184,0.04191344,55000,40000,93000,0.537080266,0.727272727 +2313,LANGUAGE AND DRAMA EDUCATION,Education,199901,2757,122260,80860,3921,0.031074409,58000,45100,75000,169782,102263,63345,4956,0.046223151,43200,33300,55000,0.540736252,0.342592593 +2418,NUCLEAR ENGINEERING,Engineering,10520,243,8567,8018,100,0.011538018,110000,85000,148000,8688,6730,6258,144,0.020948502,1.00E+05,65000,130000,0.547688463,0.1 +5402,PUBLIC POLICY,Law & Public Policy,15284,338,12875,10988,415,0.031226486,89000,60000,136000,12158,9478,7456,441,0.044460127,63000,41800,94000,0.55695649,0.412698413 +2305,MATHEMATICS TEACHER EDUCATION,Education,80826,1194,51750,34672,748,0.014248162,60000,47500,80000,63346,42354,27419,1610,0.036620872,45000,35000,62000,0.560622035,0.333333333 +2308,SCIENCE AND COMPUTER TEACHER EDUCATION,Education,69301,993,42043,28805,954,0.022187594,62000,48000,84000,53851,34223,23656,1460,0.040915842,48000,36000,63000,0.562727361,0.291666667 +3606,MICROBIOLOGY,Biology & Life Science,83816,1631,66240,53208,2201,0.032159086,85000,53000,141000,63129,42544,33085,2062,0.046226965,60000,40500,85000,0.570390282,0.416666667 +4801,PHILOSOPHY AND RELIGIOUS STUDIES,Humanities & Liberal Arts,250420,4566,182113,138724,7369,0.038890238,65000,41900,105000,184971,124979,90406,9196,0.068537358,46000,30000,72000,0.575161177,0.413043478 +2310,SPECIAL NEEDS EDUCATION,Education,192495,3240,144858,98736,3329,0.022464859,58000,46000,75000,140128,100814,68067,4629,0.043900496,43000,35000,54000,0.578718249,0.348837209 +3602,BOTANY,Biology & Life Science,19960,323,13071,9457,449,0.033210059,70000,42000,110000,13863,9100,6255,327,0.034687599,50000,32000,76000,0.590130976,0.4 +3600,BIOLOGY,Biology & Life Science,1085977,21994,898342,703347,19368,0.021104706,95000,56000,174000,718231,512669,394936,28639,0.052907033,54000,37000,80000,0.601913416,0.759259259 +5001,ASTRONOMY AND ASTROPHYSICS,Physical Sciences,6331,136,5480,4548,112,0.020028612,96000,60000,150000,3899,2720,2163,298,0.098740888,85000,56000,109000,0.61886608,0.129411765 +5003,CHEMISTRY,Physical Sciences,464784,8694,336838,273532,10411,0.029981368,1.00E+05,62000,160000,282037,180034,145119,10316,0.054194904,60000,40000,90000,0.622349934,0.666666667 +3608,PHYSIOLOGY,Biology & Life Science,59363,1155,50450,38252,1078,0.020920664,90000,55000,151000,34819,25501,18261,1284,0.047937278,50000,35000,78000,0.630300907,0.8 +2404,BIOMEDICAL ENGINEERING,Engineering,22155,475,19474,16845,366,0.018447581,90000,49000,150000,12362,9626,8051,547,0.053769783,70000,48000,104000,0.641857635,0.285714286 +3501,LIBRARY SCIENCE,Education,28963,314,15651,10914,483,0.029936779,52000,41996,76000,15850,6798,4292,743,0.098528047,40000,30000,55000,0.646307991,0.3 +3603,MOLECULAR BIOLOGY,Biology & Life Science,37872,875,32729,26944,950,0.028207488,85000,50000,155000,20564,15914,11602,679,0.04092087,50000,31000,75000,0.648093641,0.7 +3607,PHARMACOLOGY,Biology & Life Science,8853,168,7571,6238,188,0.024229927,105000,70000,137000,4506,3126,2463,57,0.017907634,66000,38000,105000,0.662699304,0.590909091 +3609,ZOOLOGY,Biology & Life Science,106415,1978,80607,60310,1723,0.020927973,110000,65000,230000,52896,34015,25588,1680,0.047065415,55000,35000,88000,0.667970197,1 +5007,PHYSICS,Physical Sciences,227722,4361,168583,140603,6189,0.035411851,1.00E+05,62000,140000,111298,72752,57486,3832,0.050036561,74000,43000,110000,0.671706684,0.351351351 +3611,NEUROSCIENCE,Biology & Life Science,14429,286,12551,10044,225,0.017611146,58000,45000,90000,6993,4802,3580,360,0.069740411,40000,30000,79000,0.673559892,0.45 +5201,EDUCATIONAL PSYCHOLOGY,Psychology & Social Work,28941,396,18993,12772,499,0.025600246,61000,45500,84000,13515,8561,5713,655,0.071072049,40000,34000,70000,0.681670435,0.525 +3601,BIOCHEMICAL SCIENCES,Biology & Life Science,128892,2765,109944,90589,2728,0.024211872,96000,55000,175000,58550,43165,34108,2888,0.062710355,55000,36000,85000,0.687636709,0.745454545 +3605,GENETICS,Biology & Life Science,12106,261,10450,9060,207,0.019423853,78000,48000,120000,5255,4020,3187,192,0.045584046,56000,36000,90000,0.697310063,0.392857143 +5008,MATERIALS SCIENCE,Engineering,14184,299,12263,9894,273,0.021777281,95000,65000,125000,5643,4619,4001,134,0.02819272,80000,65000,103000,0.715388107,0.1875 +6102,COMMUNICATION DISORDERS SCIENCES AND SERVICES,Health,182108,2947,145102,93323,2103,0.0142862,65000,50000,83000,59427,39683,24385,1578,0.038244347,44000,32700,60000,0.753961124,0.477272727 +5203,COUNSELING PSYCHOLOGY,Psychology & Social Work,51812,724,38468,28808,1420,0.035599679,50000,36000,65000,16781,12377,8502,835,0.063200121,40000,25000,50000,0.755354045,0.25 +5202,CLINICAL PSYCHOLOGY,Psychology & Social Work,22716,355,16612,12022,782,0.044958032,70000,47000,95000,6519,4368,3033,357,0.075555556,46000,30000,70000,0.777013853,0.52173913 +6106,HEALTH AND MEDICAL PREPARATORY PROGRAMS,Health,114971,1766,78132,58825,1732,0.021686868,135000,70000,294000,26320,16221,12185,1012,0.05872454,51000,35000,87000,0.813717788,1.647058824 +2303,SCHOOL STUDENT COUNSELING,Education,19841,260,11313,8130,613,0.051400302,56000,42000,70000,2232,1328,980,169,0.112892452,42000,27000,51000,0.898880986,0.333333333 +2301,EDUCATIONAL ADMINISTRATION AND SUPERVISION,Education,54159,841,34142,26850,582,0.016760742,65000,50000,86000,4003,3079,2434,0,0,58000,45000,79000,0.931174994,0.120689655 From 2d2ff3e9457549d51f8e571c52099bfe9b2017ad Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 17:29:54 -0400 Subject: [PATCH 18/34] Create majors-list.csv List of majors by code and category. --- college-majors/majors-list.csv | 175 +++++++++++++++++++++++++++++++++ 1 file changed, 175 insertions(+) create mode 100644 college-majors/majors-list.csv diff --git a/college-majors/majors-list.csv b/college-majors/majors-list.csv new file mode 100644 index 0000000..e737c6b --- /dev/null +++ b/college-majors/majors-list.csv @@ -0,0 +1,175 @@ +FOD1P,Major,Major_Category +1100,GENERAL AGRICULTURE,Agriculture & Natural Resources +1101,AGRICULTURE PRODUCTION AND MANAGEMENT,Agriculture & Natural Resources +1102,AGRICULTURAL ECONOMICS,Agriculture & Natural Resources +1103,ANIMAL SCIENCES,Agriculture & Natural Resources +1104,FOOD SCIENCE,Agriculture & Natural Resources +1105,PLANT SCIENCE AND AGRONOMY,Agriculture & Natural Resources +1106,SOIL SCIENCE,Agriculture & Natural Resources +1199,MISCELLANEOUS AGRICULTURE,Agriculture & Natural Resources +1302,FORESTRY,Agriculture & Natural Resources +1303,NATURAL RESOURCES MANAGEMENT,Agriculture & Natural Resources +6000,FINE ARTS,Arts +6001,DRAMA AND THEATER ARTS,Arts +6002,MUSIC,Arts +6003,VISUAL AND PERFORMING ARTS,Arts +6004,COMMERCIAL ART AND GRAPHIC DESIGN,Arts +6005,FILM VIDEO AND PHOTOGRAPHIC ARTS,Arts +6007,STUDIO ARTS,Arts +6099,MISCELLANEOUS FINE ARTS,Arts +1301,ENVIRONMENTAL SCIENCE,Biology & Life Science +3600,BIOLOGY,Biology & Life Science +3601,BIOCHEMICAL SCIENCES,Biology & Life Science +3602,BOTANY,Biology & Life Science +3603,MOLECULAR BIOLOGY,Biology & Life Science +3604,ECOLOGY,Biology & Life Science +3605,GENETICS,Biology & Life Science +3606,MICROBIOLOGY,Biology & Life Science +3607,PHARMACOLOGY,Biology & Life Science +3608,PHYSIOLOGY,Biology & Life Science +3609,ZOOLOGY,Biology & Life Science +3611,NEUROSCIENCE,Biology & Life Science +3699,MISCELLANEOUS BIOLOGY,Biology & Life Science +4006,COGNITIVE SCIENCE AND BIOPSYCHOLOGY,Biology & Life Science +6200,GENERAL BUSINESS,Business +6201,ACCOUNTING,Business +6202,ACTUARIAL SCIENCE,Business +6203,BUSINESS MANAGEMENT AND ADMINISTRATION,Business +6204,OPERATIONS LOGISTICS AND E-COMMERCE,Business +6205,BUSINESS ECONOMICS,Business +6206,MARKETING AND MARKETING RESEARCH,Business +6207,FINANCE,Business +6209,HUMAN RESOURCES AND PERSONNEL MANAGEMENT,Business +6210,INTERNATIONAL BUSINESS,Business +6211,HOSPITALITY MANAGEMENT,Business +6212,MANAGEMENT INFORMATION SYSTEMS AND STATISTICS,Business +6299,MISCELLANEOUS BUSINESS & MEDICAL ADMINISTRATION,Business +1901,COMMUNICATIONS,Communications & Journalism +1902,JOURNALISM,Communications & Journalism +1903,MASS MEDIA,Communications & Journalism +1904,ADVERTISING AND PUBLIC RELATIONS,Communications & Journalism +2001,COMMUNICATION TECHNOLOGIES,Computers & Mathematics +2100,COMPUTER AND INFORMATION SYSTEMS,Computers & Mathematics +2101,COMPUTER PROGRAMMING AND DATA PROCESSING,Computers & Mathematics +2102,COMPUTER SCIENCE,Computers & Mathematics +2105,INFORMATION SCIENCES,Computers & Mathematics +2106,COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY,Computers & Mathematics +2107,COMPUTER NETWORKING AND TELECOMMUNICATIONS,Computers & Mathematics +3700,MATHEMATICS,Computers & Mathematics +3701,APPLIED MATHEMATICS,Computers & Mathematics +3702,STATISTICS AND DECISION SCIENCE,Computers & Mathematics +4005,MATHEMATICS AND COMPUTER SCIENCE,Computers & Mathematics +2300,GENERAL EDUCATION,Education +2301,EDUCATIONAL ADMINISTRATION AND SUPERVISION,Education +2303,SCHOOL STUDENT COUNSELING,Education +2304,ELEMENTARY EDUCATION,Education +2305,MATHEMATICS TEACHER EDUCATION,Education +2306,PHYSICAL AND HEALTH EDUCATION TEACHING,Education +2307,EARLY CHILDHOOD EDUCATION,Education +2308,SCIENCE AND COMPUTER TEACHER EDUCATION,Education +2309,SECONDARY TEACHER EDUCATION,Education +2310,SPECIAL NEEDS EDUCATION,Education +2311,SOCIAL SCIENCE OR HISTORY TEACHER EDUCATION,Education +2312,TEACHER EDUCATION: MULTIPLE LEVELS,Education +2313,LANGUAGE AND DRAMA EDUCATION,Education +2314,ART AND MUSIC EDUCATION,Education +2399,MISCELLANEOUS EDUCATION,Education +3501,LIBRARY SCIENCE,Education +1401,ARCHITECTURE,Engineering +2400,GENERAL ENGINEERING,Engineering +2401,AEROSPACE ENGINEERING,Engineering +2402,BIOLOGICAL ENGINEERING,Engineering +2403,ARCHITECTURAL ENGINEERING,Engineering +2404,BIOMEDICAL ENGINEERING,Engineering +2405,CHEMICAL ENGINEERING,Engineering +2406,CIVIL ENGINEERING,Engineering +2407,COMPUTER ENGINEERING,Engineering +2408,ELECTRICAL ENGINEERING,Engineering +2409,ENGINEERING MECHANICS PHYSICS AND SCIENCE,Engineering +2410,ENVIRONMENTAL ENGINEERING,Engineering +2411,GEOLOGICAL AND GEOPHYSICAL ENGINEERING,Engineering +2412,INDUSTRIAL AND MANUFACTURING ENGINEERING,Engineering +2413,MATERIALS ENGINEERING AND MATERIALS SCIENCE,Engineering +2414,MECHANICAL ENGINEERING,Engineering +2415,METALLURGICAL ENGINEERING,Engineering +2416,MINING AND MINERAL ENGINEERING,Engineering +2417,NAVAL ARCHITECTURE AND MARINE ENGINEERING,Engineering +2418,NUCLEAR ENGINEERING,Engineering +2419,PETROLEUM ENGINEERING,Engineering +2499,MISCELLANEOUS ENGINEERING,Engineering +2500,ENGINEERING TECHNOLOGIES,Engineering +2501,ENGINEERING AND INDUSTRIAL MANAGEMENT,Engineering +2502,ELECTRICAL ENGINEERING TECHNOLOGY,Engineering +2503,INDUSTRIAL PRODUCTION TECHNOLOGIES,Engineering +2504,MECHANICAL ENGINEERING RELATED TECHNOLOGIES,Engineering +2599,MISCELLANEOUS ENGINEERING TECHNOLOGIES,Engineering +5008,MATERIALS SCIENCE,Engineering +4002,NUTRITION SCIENCES,Health +6100,GENERAL MEDICAL AND HEALTH SERVICES,Health +6102,COMMUNICATION DISORDERS SCIENCES AND SERVICES,Health +6103,HEALTH AND MEDICAL ADMINISTRATIVE SERVICES,Health +6104,MEDICAL ASSISTING SERVICES,Health +6105,MEDICAL TECHNOLOGIES TECHNICIANS,Health +6106,HEALTH AND MEDICAL PREPARATORY PROGRAMS,Health +6107,NURSING,Health +6108,PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION,Health +6109,TREATMENT THERAPY PROFESSIONS,Health +6110,COMMUNITY AND PUBLIC HEALTH,Health +6199,MISCELLANEOUS HEALTH MEDICAL PROFESSIONS,Health +1501,AREA ETHNIC AND CIVILIZATION STUDIES,Humanities & Liberal Arts +2601,LINGUISTICS AND COMPARATIVE LANGUAGE AND LITERATURE,Humanities & Liberal Arts +2602,FRENCH GERMAN LATIN AND OTHER COMMON FOREIGN LANGUAGE STUDIES,Humanities & Liberal Arts +2603,OTHER FOREIGN LANGUAGES,Humanities & Liberal Arts +3301,ENGLISH LANGUAGE AND LITERATURE,Humanities & Liberal Arts +3302,COMPOSITION AND RHETORIC,Humanities & Liberal Arts +3401,LIBERAL ARTS,Humanities & Liberal Arts +3402,HUMANITIES,Humanities & Liberal Arts +4001,INTERCULTURAL AND INTERNATIONAL STUDIES,Humanities & Liberal Arts +4801,PHILOSOPHY AND RELIGIOUS STUDIES,Humanities & Liberal Arts +4901,THEOLOGY AND RELIGIOUS VOCATIONS,Humanities & Liberal Arts +5502,ANTHROPOLOGY AND ARCHEOLOGY,Humanities & Liberal Arts +6006,ART HISTORY AND CRITICISM,Humanities & Liberal Arts +6402,HISTORY,Humanities & Liberal Arts +6403,UNITED STATES HISTORY,Humanities & Liberal Arts +2201,COSMETOLOGY SERVICES AND CULINARY ARTS,Industrial Arts & Consumer Services +2901,FAMILY AND CONSUMER SCIENCES,Industrial Arts & Consumer Services +3801,MILITARY TECHNOLOGIES,Industrial Arts & Consumer Services +4101,PHYSICAL FITNESS PARKS RECREATION AND LEISURE,Industrial Arts & Consumer Services +5601,CONSTRUCTION SERVICES,Industrial Arts & Consumer Services +5701,"ELECTRICAL, MECHANICAL, AND PRECISION TECHNOLOGIES AND PRODUCTION",Industrial Arts & Consumer Services +5901,TRANSPORTATION SCIENCES AND TECHNOLOGIES,Industrial Arts & Consumer Services +4000,MULTI/INTERDISCIPLINARY STUDIES,Interdisciplinary +3201,COURT REPORTING,Law & Public Policy +3202,PRE-LAW AND LEGAL STUDIES,Law & Public Policy +5301,CRIMINAL JUSTICE AND FIRE PROTECTION,Law & Public Policy +5401,PUBLIC ADMINISTRATION,Law & Public Policy +5402,PUBLIC POLICY,Law & Public Policy +bbbb ,N/A (less than bachelor's degree),NA +5000,PHYSICAL SCIENCES,Physical Sciences +5001,ASTRONOMY AND ASTROPHYSICS,Physical Sciences +5002,ATMOSPHERIC SCIENCES AND METEOROLOGY,Physical Sciences +5003,CHEMISTRY,Physical Sciences +5004,GEOLOGY AND EARTH SCIENCE,Physical Sciences +5005,GEOSCIENCES,Physical Sciences +5006,OCEANOGRAPHY,Physical Sciences +5007,PHYSICS,Physical Sciences +5098,MULTI-DISCIPLINARY OR GENERAL SCIENCE,Physical Sciences +5102,"NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES",Physical Sciences +5200,PSYCHOLOGY,Psychology & Social Work +5201,EDUCATIONAL PSYCHOLOGY,Psychology & Social Work +5202,CLINICAL PSYCHOLOGY,Psychology & Social Work +5203,COUNSELING PSYCHOLOGY,Psychology & Social Work +5205,INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY,Psychology & Social Work +5206,SOCIAL PSYCHOLOGY,Psychology & Social Work +5299,MISCELLANEOUS PSYCHOLOGY,Psychology & Social Work +5403,HUMAN SERVICES AND COMMUNITY ORGANIZATION,Psychology & Social Work +5404,SOCIAL WORK,Psychology & Social Work +4007,INTERDISCIPLINARY SOCIAL SCIENCES,Social Science +5500,GENERAL SOCIAL SCIENCES,Social Science +5501,ECONOMICS,Social Science +5503,CRIMINOLOGY,Social Science +5504,GEOGRAPHY,Social Science +5505,INTERNATIONAL RELATIONS,Social Science +5506,POLITICAL SCIENCE AND GOVERNMENT,Social Science +5507,SOCIOLOGY,Social Science +5599,MISCELLANEOUS SOCIAL SCIENCES,Social Science From 0332d45f8a90ff6c1518198d44ba08999571ef95 Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 17:51:06 -0400 Subject: [PATCH 19/34] Create readme.MD --- college-majors/readme.MD | 46 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 46 insertions(+) create mode 100644 college-majors/readme.MD diff --git a/college-majors/readme.MD b/college-majors/readme.MD new file mode 100644 index 0000000..8334f2e --- /dev/null +++ b/college-majors/readme.MD @@ -0,0 +1,46 @@ +This repo contains the data and code for FiveThirtyEight's story on earnings of college majors. +All data is from American Community Survey 2010-2012 Public Use Microdata Series. +Download data here: http://www.census.gov/acs/www/data_documentation/pums_data/ +Documentation here: http://www.census.gov/acs/www/data_documentation/pums_documentation/ + +college-majors-rscript.R: +- My R script for parsing the data. +- Assumes you've already downloaded the data and selected only records with non-NA values for college major (FOD1P) +- Outputs data to csv + +majors-list.csv: +- List of majors with their FOD1P codes and major categories. +- Major categories are from Carnevale et al, "What's It Worth?: The Economic Value of College Majors." Georgetown University Center on Education and the Workforce, 2011. http://cew.georgetown.edu/whatsitworth + +Three data files: +- all-ages.csv +- recent-grads.csv (ages <28) +- grad-students.csv (ages 25+) +All contain basic earnings and labor force information. +recent-grads contains more detailed breakdown, including by sex and by the type of job they got. Full headers below. +grad-students contains details on graduate school attendees. + +Headers for recent-grads.csv +Header | Description +---|---------| +Rank | Rank by median earnings +Major_code | Major code, FO1DP in ACS PUMS +Major | Major description +Major_category | Category of major from Carnevale et al +Total | Total number of people with major +Sample_size | Sample size (unweighted) of full-time, year-round ONLY (used for earnings) +Men | Male graduates +Women | Female graduates +ShareWomen | Women as share of total +Employed | Number employed (ESR == 1 or 2) +Full_time | Employed 35 hours or more +Part_time | Employed less than 35 hours +Full_time_year_round | Employed at least 50 weeks (WKW == 1) and at least 35 hours (WKHP >= 35) +Unemployed | Number unemployed (ESR == 3) +Unemployment_rate | Unemployed / (Unemployed + Employed) +Median | Median earnings of full-time, year-round workers +P25th | 25th percentile of earnigns +P75th | 75th percentile of earnings +College_jobs | Number with job requiring a college degree +Non_college_jobs | Number with job not requiring a college degree +Low_wage_jobs | Number in low-wage service jobs From f89686630fa5db8c5632a2b64fea29aab7417664 Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 17:51:35 -0400 Subject: [PATCH 20/34] Create README.md --- college-majors/README.md | 46 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 46 insertions(+) create mode 100644 college-majors/README.md diff --git a/college-majors/README.md b/college-majors/README.md new file mode 100644 index 0000000..8334f2e --- /dev/null +++ b/college-majors/README.md @@ -0,0 +1,46 @@ +This repo contains the data and code for FiveThirtyEight's story on earnings of college majors. +All data is from American Community Survey 2010-2012 Public Use Microdata Series. +Download data here: http://www.census.gov/acs/www/data_documentation/pums_data/ +Documentation here: http://www.census.gov/acs/www/data_documentation/pums_documentation/ + +college-majors-rscript.R: +- My R script for parsing the data. +- Assumes you've already downloaded the data and selected only records with non-NA values for college major (FOD1P) +- Outputs data to csv + +majors-list.csv: +- List of majors with their FOD1P codes and major categories. +- Major categories are from Carnevale et al, "What's It Worth?: The Economic Value of College Majors." Georgetown University Center on Education and the Workforce, 2011. http://cew.georgetown.edu/whatsitworth + +Three data files: +- all-ages.csv +- recent-grads.csv (ages <28) +- grad-students.csv (ages 25+) +All contain basic earnings and labor force information. +recent-grads contains more detailed breakdown, including by sex and by the type of job they got. Full headers below. +grad-students contains details on graduate school attendees. + +Headers for recent-grads.csv +Header | Description +---|---------| +Rank | Rank by median earnings +Major_code | Major code, FO1DP in ACS PUMS +Major | Major description +Major_category | Category of major from Carnevale et al +Total | Total number of people with major +Sample_size | Sample size (unweighted) of full-time, year-round ONLY (used for earnings) +Men | Male graduates +Women | Female graduates +ShareWomen | Women as share of total +Employed | Number employed (ESR == 1 or 2) +Full_time | Employed 35 hours or more +Part_time | Employed less than 35 hours +Full_time_year_round | Employed at least 50 weeks (WKW == 1) and at least 35 hours (WKHP >= 35) +Unemployed | Number unemployed (ESR == 3) +Unemployment_rate | Unemployed / (Unemployed + Employed) +Median | Median earnings of full-time, year-round workers +P25th | 25th percentile of earnigns +P75th | 75th percentile of earnings +College_jobs | Number with job requiring a college degree +Non_college_jobs | Number with job not requiring a college degree +Low_wage_jobs | Number in low-wage service jobs From 2899153cf644fb12a2e04dd5756cc70e433239ae Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 17:58:33 -0400 Subject: [PATCH 21/34] Update README.md --- college-majors/README.md | 45 ++++++++++++++++++++-------------------- 1 file changed, 23 insertions(+), 22 deletions(-) diff --git a/college-majors/README.md b/college-majors/README.md index 8334f2e..c653e93 100644 --- a/college-majors/README.md +++ b/college-majors/README.md @@ -21,26 +21,27 @@ recent-grads contains more detailed breakdown, including by sex and by the type grad-students contains details on graduate school attendees. Headers for recent-grads.csv + Header | Description ----|---------| -Rank | Rank by median earnings -Major_code | Major code, FO1DP in ACS PUMS -Major | Major description -Major_category | Category of major from Carnevale et al -Total | Total number of people with major -Sample_size | Sample size (unweighted) of full-time, year-round ONLY (used for earnings) -Men | Male graduates -Women | Female graduates -ShareWomen | Women as share of total -Employed | Number employed (ESR == 1 or 2) -Full_time | Employed 35 hours or more -Part_time | Employed less than 35 hours -Full_time_year_round | Employed at least 50 weeks (WKW == 1) and at least 35 hours (WKHP >= 35) -Unemployed | Number unemployed (ESR == 3) -Unemployment_rate | Unemployed / (Unemployed + Employed) -Median | Median earnings of full-time, year-round workers -P25th | 25th percentile of earnigns -P75th | 75th percentile of earnings -College_jobs | Number with job requiring a college degree -Non_college_jobs | Number with job not requiring a college degree -Low_wage_jobs | Number in low-wage service jobs +---|--------- +`Rank` | Rank by median earnings +`Major_code` | Major code, FO1DP in ACS PUMS +`Major` | Major description +`Major_category` | Category of major from Carnevale et al +`Total` | Total number of people with major +`Sample_size` | Sample size (unweighted) of full-time, year-round ONLY (used for earnings) +`Men` | Male graduates +`Women` | Female graduates +`ShareWomen` | Women as share of total +`Employed` | Number employed (ESR == 1 or 2) +`Full_time` | Employed 35 hours or more +`Part_time` | Employed less than 35 hours +`Full_time_year_round` | Employed at least 50 weeks (WKW == 1) and at least 35 hours (WKHP >= 35) +`Unemployed` | Number unemployed (ESR == 3) +`Unemployment_rate` | Unemployed / (Unemployed + Employed) +`Median` | Median earnings of full-time, year-round workers +`P25th` | 25th percentile of earnigns +`P75th` | 75th percentile of earnings +`College_jobs` | Number with job requiring a college degree +`Non_college_jobs` | Number with job not requiring a college degree +`Low_wage_jobs` | Number in low-wage service jobs From 0744e8834aa73a70f59bf2a6aa5200cdbb4c2034 Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 18:01:20 -0400 Subject: [PATCH 22/34] Update README.md --- college-majors/README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/college-majors/README.md b/college-majors/README.md index c653e93..2cb00ad 100644 --- a/college-majors/README.md +++ b/college-majors/README.md @@ -12,7 +12,7 @@ majors-list.csv: - List of majors with their FOD1P codes and major categories. - Major categories are from Carnevale et al, "What's It Worth?: The Economic Value of College Majors." Georgetown University Center on Education and the Workforce, 2011. http://cew.georgetown.edu/whatsitworth -Three data files: +Three main data files: - all-ages.csv - recent-grads.csv (ages <28) - grad-students.csv (ages 25+) @@ -20,6 +20,8 @@ All contain basic earnings and labor force information. recent-grads contains more detailed breakdown, including by sex and by the type of job they got. Full headers below. grad-students contains details on graduate school attendees. +Additionally, women-stem.csv contains data for scatter plot in associated DataLab post on women in science/technology jobs. It is a subset of recent-grads.csv + Headers for recent-grads.csv Header | Description From 15886d7ce311494a6b38157469b58ce972e69b63 Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 18:03:22 -0400 Subject: [PATCH 23/34] Create women-stem.csv --- college-majors/women-stem.csv | 78 +++++++++++++++++++++++++++++++++++ 1 file changed, 78 insertions(+) create mode 100644 college-majors/women-stem.csv diff --git a/college-majors/women-stem.csv b/college-majors/women-stem.csv new file mode 100644 index 0000000..c4b3a95 --- /dev/null +++ b/college-majors/women-stem.csv @@ -0,0 +1,78 @@ +Rank,Major_code,Major,Major_category,Total,Men,Women,ShareWomen,Median +1,2419,PETROLEUM ENGINEERING,Engineering,2339,2057,282,0.120564344,110000 +2,2416,MINING AND MINERAL ENGINEERING,Engineering,756,679,77,0.101851852,75000 +3,2415,METALLURGICAL ENGINEERING,Engineering,856,725,131,0.153037383,73000 +4,2417,NAVAL ARCHITECTURE AND MARINE ENGINEERING,Engineering,1258,1123,135,0.107313196,70000 +5,2418,NUCLEAR ENGINEERING,Engineering,2573,2200,373,0.144966965,65000 +6,2405,CHEMICAL ENGINEERING,Engineering,32260,21239,11021,0.341630502,65000 +7,5001,ASTRONOMY AND ASTROPHYSICS,Physical Sciences,1792,832,960,0.535714286,62000 +8,2414,MECHANICAL ENGINEERING,Engineering,91227,80320,10907,0.119558903,60000 +9,2401,AEROSPACE ENGINEERING,Engineering,15058,12953,2105,0.139792801,60000 +10,2408,ELECTRICAL ENGINEERING,Engineering,81527,65511,16016,0.196450256,60000 +11,2407,COMPUTER ENGINEERING,Engineering,41542,33258,8284,0.199412643,60000 +12,5008,MATERIALS SCIENCE,Engineering,4279,2949,1330,0.310820285,60000 +13,2404,BIOMEDICAL ENGINEERING,Engineering,14955,8407,6548,0.437846874,60000 +14,2409,ENGINEERING MECHANICS PHYSICS AND SCIENCE,Engineering,4321,3526,795,0.183985189,58000 +15,2402,BIOLOGICAL ENGINEERING,Engineering,8925,6062,2863,0.320784314,57100 +16,2412,INDUSTRIAL AND MANUFACTURING ENGINEERING,Engineering,18968,12453,6515,0.343473218,57000 +17,2400,GENERAL ENGINEERING,Engineering,61152,45683,15469,0.252959838,56000 +18,2403,ARCHITECTURAL ENGINEERING,Engineering,2825,1835,990,0.350442478,54000 +19,2102,COMPUTER SCIENCE,Computers & Mathematics,128319,99743,28576,0.222695002,53000 +20,2502,ELECTRICAL ENGINEERING TECHNOLOGY,Engineering,11565,8181,3384,0.292607004,52000 +21,2413,MATERIALS ENGINEERING AND MATERIALS SCIENCE,Engineering,2993,2020,973,0.325091881,52000 +22,2499,MISCELLANEOUS ENGINEERING,Engineering,9133,7398,1735,0.189970437,50000 +23,2406,CIVIL ENGINEERING,Engineering,53153,41081,12072,0.227117943,50000 +24,2500,ENGINEERING TECHNOLOGIES,Engineering,3600,2695,905,0.251388889,50000 +25,2411,GEOLOGICAL AND GEOPHYSICAL ENGINEERING,Engineering,720,488,232,0.322222222,50000 +26,2410,ENVIRONMENTAL ENGINEERING,Engineering,4047,2662,1385,0.342228811,50000 +27,6107,NURSING,Health,209394,21773,187621,0.896018988,48000 +28,2503,INDUSTRIAL PRODUCTION TECHNOLOGIES,Engineering,4631,3477,1154,0.24919024,46000 +29,5102,"NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES",Physical Sciences,2116,528,1588,0.75047259,46000 +30,2105,INFORMATION SCIENCES,Computers & Mathematics,11913,9005,2908,0.244103081,45000 +31,2100,COMPUTER AND INFORMATION SYSTEMS,Computers & Mathematics,36698,27392,9306,0.253583302,45000 +32,5007,PHYSICS,Physical Sciences,32142,23080,9062,0.281936407,45000 +33,3701,APPLIED MATHEMATICS,Computers & Mathematics,4939,2794,2145,0.434298441,45000 +34,3700,MATHEMATICS,Computers & Mathematics,72397,39956,32441,0.448098678,45000 +35,3702,STATISTICS AND DECISION SCIENCE,Computers & Mathematics,6251,2960,3291,0.526475764,45000 +36,3607,PHARMACOLOGY,Biology & Life Science,1762,515,1247,0.707718502,45000 +37,6105,MEDICAL TECHNOLOGIES TECHNICIANS,Health,15914,3916,11998,0.75392736,45000 +38,5006,OCEANOGRAPHY,Physical Sciences,2418,752,1666,0.688999173,44700 +39,2501,ENGINEERING AND INDUSTRIAL MANAGEMENT,Engineering,2906,2400,506,0.174122505,44000 +40,4005,MATHEMATICS AND COMPUTER SCIENCE,Computers & Mathematics,609,500,109,0.178981938,42000 +41,6104,MEDICAL ASSISTING SERVICES,Health,11123,803,10320,0.927807246,42000 +42,2101,COMPUTER PROGRAMMING AND DATA PROCESSING,Computers & Mathematics,4168,3046,1122,0.269193858,41300 +43,4006,COGNITIVE SCIENCE AND BIOPSYCHOLOGY,Biology & Life Science,3831,1667,2164,0.56486557,41000 +44,2504,MECHANICAL ENGINEERING RELATED TECHNOLOGIES,Engineering,4790,4419,371,0.077453027,40000 +45,2599,MISCELLANEOUS ENGINEERING TECHNOLOGIES,Engineering,8804,7043,1761,0.200022717,40000 +46,5000,PHYSICAL SCIENCES,Physical Sciences,1436,894,542,0.377437326,40000 +47,1401,ARCHITECTURE,Engineering,46420,25463,20957,0.451464886,40000 +48,3605,GENETICS,Biology & Life Science,3635,1761,1874,0.515543329,40000 +49,3603,MOLECULAR BIOLOGY,Biology & Life Science,18300,7426,10874,0.59420765,40000 +50,6108,PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION,Health,23551,8697,14854,0.630716318,40000 +51,5003,CHEMISTRY,Physical Sciences,66530,32923,33607,0.505140538,39000 +52,3606,MICROBIOLOGY,Biology & Life Science,15232,6383,8849,0.580948004,38000 +53,2106,COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY,Computers & Mathematics,8066,6607,1459,0.180882718,37500 +54,3601,BIOCHEMICAL SCIENCES,Biology & Life Science,39107,18951,20156,0.515406449,37400 +55,3602,BOTANY,Biology & Life Science,1329,626,703,0.52896915,37000 +56,2107,COMPUTER NETWORKING AND TELECOMMUNICATIONS,Computers & Mathematics,7613,5291,2322,0.305004597,36400 +57,5004,GEOLOGY AND EARTH SCIENCE,Physical Sciences,10972,5813,5159,0.470196865,36200 +58,5005,GEOSCIENCES,Physical Sciences,1978,809,1169,0.591001011,36000 +59,6199,MISCELLANEOUS HEALTH MEDICAL PROFESSIONS,Health,13386,1589,11797,0.881293889,36000 +60,1301,ENVIRONMENTAL SCIENCE,Biology & Life Science,25965,10787,15178,0.584556133,35600 +61,5002,ATMOSPHERIC SCIENCES AND METEOROLOGY,Physical Sciences,4043,2744,1299,0.321296067,35000 +62,2001,COMMUNICATION TECHNOLOGIES,Computers & Mathematics,18035,11431,6604,0.366176878,35000 +63,5098,MULTI-DISCIPLINARY OR GENERAL SCIENCE,Physical Sciences,62052,27015,35037,0.564639335,35000 +64,3608,PHYSIOLOGY,Biology & Life Science,22060,8422,13638,0.618223028,35000 +65,3611,NEUROSCIENCE,Biology & Life Science,13663,4944,8719,0.63814682,35000 +66,6103,HEALTH AND MEDICAL ADMINISTRATIVE SERVICES,Health,18109,4266,13843,0.764426528,35000 +67,4002,NUTRITION SCIENCES,Health,18909,2563,16346,0.864456079,35000 +68,6110,COMMUNITY AND PUBLIC HEALTH,Health,19735,4103,15632,0.792095262,34000 +69,3699,MISCELLANEOUS BIOLOGY,Biology & Life Science,10706,4747,5959,0.556603774,33500 +70,6106,HEALTH AND MEDICAL PREPARATORY PROGRAMS,Health,12740,5521,7219,0.566640502,33500 +71,3600,BIOLOGY,Biology & Life Science,280709,111762,168947,0.601858152,33400 +72,3604,ECOLOGY,Biology & Life Science,9154,3878,5276,0.576360061,33000 +73,6109,TREATMENT THERAPY PROFESSIONS,Health,48491,13487,35004,0.721865913,33000 +74,6100,GENERAL MEDICAL AND HEALTH SERVICES,Health,33599,7574,26025,0.774576624,32400 +75,6102,COMMUNICATION DISORDERS SCIENCES AND SERVICES,Health,38279,1225,37054,0.967998119,28000 +76,3609,ZOOLOGY,Biology & Life Science,8409,3050,5359,0.637293376,26000 + From 45bf746768771a2097a66a65165c33eef3e7d7f2 Mon Sep 17 00:00:00 2001 From: Ben Casselman Date: Thu, 11 Sep 2014 18:08:37 -0400 Subject: [PATCH 24/34] Update README.md --- college-majors/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/college-majors/README.md b/college-majors/README.md index 2cb00ad..d3eca9f 100644 --- a/college-majors/README.md +++ b/college-majors/README.md @@ -20,7 +20,7 @@ All contain basic earnings and labor force information. recent-grads contains more detailed breakdown, including by sex and by the type of job they got. Full headers below. grad-students contains details on graduate school attendees. -Additionally, women-stem.csv contains data for scatter plot in associated DataLab post on women in science/technology jobs. It is a subset of recent-grads.csv +Additionally, women-stem.csv contains data for scatter plot in associated DataLab post on women in science/technology jobs. It is a subset of recent-grads.csv. (Small easter egg: Check out my related Shiny app: https://bencasselman.shinyapps.io/new-test/) Headers for recent-grads.csv From d5751046e3b660a34fc8c3996dd0825446bbfe4b Mon Sep 17 00:00:00 2001 From: Bi Date: Mon, 15 Sep 2014 13:58:13 -0400 Subject: [PATCH 25/34] whizzinator ftw --- nfl-suspensions/nfl-suspensions-data.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nfl-suspensions/nfl-suspensions-data.csv b/nfl-suspensions/nfl-suspensions-data.csv index 84106bc..25bba26 100644 --- a/nfl-suspensions/nfl-suspensions-data.csv +++ b/nfl-suspensions/nfl-suspensions-data.csv @@ -1 +1 @@ -name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year P. Hornung,GB,14,Personal conduct,Gambling-related,1963,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,TEN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,BUF,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,IND,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,MIN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,STL,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file +name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year O. Smith,MIN,16,"Substance abuse, repeated offense","Found with dried urine and ""The Original Whizzinator""",2005,http://sports.espn.go.com/nfl/news/story?id=2079032 P. Hornung,GB,14,Personal conduct,Gambling-related,1963,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,TEN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,BUF,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,IND,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,MIN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,STL,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file From 3cf27bb0768f2e5ef0983cec921132af23a8dbfb Mon Sep 17 00:00:00 2001 From: Frank Bi Date: Mon, 15 Sep 2014 14:58:28 -0400 Subject: [PATCH 26/34] no welker? wow --- nfl-suspensions/nfl-suspensions-data.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nfl-suspensions/nfl-suspensions-data.csv b/nfl-suspensions/nfl-suspensions-data.csv index 25bba26..b1524f3 100644 --- a/nfl-suspensions/nfl-suspensions-data.csv +++ b/nfl-suspensions/nfl-suspensions-data.csv @@ -1 +1 @@ -name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year O. Smith,MIN,16,"Substance abuse, repeated offense","Found with dried urine and ""The Original Whizzinator""",2005,http://sports.espn.go.com/nfl/news/story?id=2079032 P. Hornung,GB,14,Personal conduct,Gambling-related,1963,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,TEN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,BUF,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,IND,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,MIN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,STL,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file +name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year O. Smith,MIN,16,"Substance abuse, repeated offense","Found with dried urine and ""The Original Whizzinator""",2005,http://sports.espn.go.com/nfl/news/story?id=2079032 K. Robinson,GB,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2629860 P. Hornung,GB,14,Personal conduct,Gambling-related, ,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,TEN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,BUF,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html W. Welker,DEN,4,PEDs,,2014,http://www.usatoday.com/story/sports/nfl/broncos/2014/09/02/wes-welker-suspended-four-games-amphetamine-denver/14992795/ J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,IND,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,MIN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,STL,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file From dd52363a9cb20a35026d5415304290b4180d30e6 Mon Sep 17 00:00:00 2001 From: Frank Bi Date: Mon, 15 Sep 2014 18:16:01 -0400 Subject: [PATCH 27/34] corrected a few player/teams --- nfl-suspensions/nfl-suspensions-data.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nfl-suspensions/nfl-suspensions-data.csv b/nfl-suspensions/nfl-suspensions-data.csv index b1524f3..2c872c7 100644 --- a/nfl-suspensions/nfl-suspensions-data.csv +++ b/nfl-suspensions/nfl-suspensions-data.csv @@ -1 +1 @@ -name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year O. Smith,MIN,16,"Substance abuse, repeated offense","Found with dried urine and ""The Original Whizzinator""",2005,http://sports.espn.go.com/nfl/news/story?id=2079032 K. Robinson,GB,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2629860 P. Hornung,GB,14,Personal conduct,Gambling-related, ,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,TEN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,BUF,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html W. Welker,DEN,4,PEDs,,2014,http://www.usatoday.com/story/sports/nfl/broncos/2014/09/02/wes-welker-suspended-four-games-amphetamine-denver/14992795/ J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,IND,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,MIN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,STL,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file +name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year O. Smith,MIN,16,"Substance abuse, repeated offense","Found with dried urine and ""The Original Whizzinator""",2005,http://sports.espn.go.com/nfl/news/story?id=2079032 K. Robinson,GB,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2629860 P. Hornung,GB,14,Personal conduct,Gambling-related, ,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,WAS,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,SEA,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html W. Welker,DEN,4,PEDs,,2014,http://www.usatoday.com/story/sports/nfl/broncos/2014/09/02/wes-welker-suspended-four-games-amphetamine-denver/14992795/ J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,TEN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,NO,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file From b78de60300ed0753c89e81c705e5341b7119524d Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Tue, 16 Sep 2014 13:07:53 -0400 Subject: [PATCH 28/34] added entry for college majors story --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7918dc5..ca186fc 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,7 @@ We hope you'll use it to check our work and to create stories and visualizations Article Date(s) | Headline(s) | Folder ---|---------|------------- +Sept. 12, 2014 | [The Economic Guide To Picking A College Major](http://fivethirtyeight.com/features/the-economic-guide-to-picking-a-college-major/) | `college-majors` Sept. 9, 2014 | [The NFL’s Uneven History Of Punishing Domestic Violence](http://fivethirtyeight.com/features/nfl-domestic-violence-policy-suspensions/) | `nfl-suspensions` Sept. 5, 2014 | [41 Percent of Fliers Say It’s Rude To Recline Your Airplane Seat](http://fivethirtyeight.com/datalab/airplane-etiquette-recline-seat/) | `flying-etiquette-survey` Aug. 20, 2014 | [Most Police Don’t Live In The Cities They Serve](http://fivethirtyeight.com/datalab/most-police-dont-live-in-the-cities-they-serve/) | `police-locals` From 268fae7c8eadaba8a85835de093b97b7772f5ce9 Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Tue, 16 Sep 2014 18:48:22 -0400 Subject: [PATCH 29/34] add data for Nate's methodology feature --- forecast-methodology/README.md | 17 +++++++++++++++++ .../historical-senate-predictions.csv | 1 + forecast-methodology/senate-calibration.csv | 1 + 3 files changed, 19 insertions(+) create mode 100644 forecast-methodology/README.md create mode 100644 forecast-methodology/historical-senate-predictions.csv create mode 100644 forecast-methodology/senate-calibration.csv diff --git a/forecast-methodology/README.md b/forecast-methodology/README.md new file mode 100644 index 0000000..11c07bf --- /dev/null +++ b/forecast-methodology/README.md @@ -0,0 +1,17 @@ +### Airline safety data + +The data behind the story, [Here’s What’s Under The Hood Of Our Senate Forecasting Model](http://fivethirtyeight.com/features/heres-whats-under-the-hood-of-our-senate-forecasting-model) + +Header | Definition +---|--------- +`state` | Election +`year` | Year of election +`candidate` | Last name +`forecast_prob` | Probability of winning election per FiveThirtyEight Election Day forecast +`result` | `Win` or `Loss` + +For archived results, see: + + * *2008* https://web.archive.org/web/20081106113055/http://www.fivethirtyeight.com/ + * *2010* http://elections.nytimes.com/2010/forecasts/senate + * *2012* http://fivethirtyeight.blogs.nytimes.com/fivethirtyeights-2012-forecast/ diff --git a/forecast-methodology/historical-senate-predictions.csv b/forecast-methodology/historical-senate-predictions.csv new file mode 100644 index 0000000..1de2ae1 --- /dev/null +++ b/forecast-methodology/historical-senate-predictions.csv @@ -0,0 +1 @@ +state,year,candidate,forecast_prob,result,winflag Alabama,2008,Sessions,1.00,Win,1 Alabama,2008,Figures,0.00,Lose,0 Alabama,2010,Shelby,1.00,Win,1 Alabama,2010,Barnes,0.00,Loss,0 Alaska,2008,Begich,1.00,Win,1 Alaska,2008,Stevens,0.00,Lose,0 Alaska,2010,Miller,0.71,Lose,0 Alaska,2010,Murkowski,0.21,Win,1 Alaska,2010,McAdams,0.08,Loss,0 Arizona,2010,Glassman,1.00,Win,1 Arizona,2010,McCain,0.00,Loss,0 Arizona,2012,Flake,0.96,Win,1 Arizona,2012,Carmona,0.04,Loss,0 Arkansas,2008,Pryor,1.00,Win,1 Arkansas,2010,Boozman,1.00,Win,1 Arkansas,2010,Lincoln,0.00,Loss,0 California,2012,Feinstein,1.00,Win,1 California,2012,Emken,0.00,Loss,0 Colorado,2008,M. Udall,1.00,Win,1 Colorado,2008,Schaeffer,0.00,Lose,0 Colorado,2010,Buck,0.65,Loss,0 Colorado,2010,Bennett,0.35,Win,1 Connecticut,2010,Blumenthal,1.00,Win,1 Connecticut,2010,McMahon,0.00,Loss,0 Connecticut,2012,Murphy,0.96,Win,1 Connecticut,2012,McMahon,0.04,Loss,0 Delaware,2008,Biden,1.00,Win,1 Delaware,2008,O'Connell,0.00,Lose,0 Delaware,2010,Coons,1.00,Win,1 Delaware,2010,O'Donnell,0.00,Loss,0 Delaware,2012,Carper,1.00,Win,1 Delaware,2012,Wade,0.00,Loss,0 Florida,2010,Rubio,0.97,Win,1 Florida,2010,Crist,0.03,Loss,0 Florida,2010,Meeks,0.00,Loss,0 Florida,2012,Nelson,1.00,Win,1 Florida,2012,Mack,0.00,Loss,0 Georgia,2008,Chambilss,0.88,Win,1 Georgia,2008,Martin,0.12,Lose,0 Georgia,2010,Isakson,1.00,Win,1 Georgia,2010,Thurmond,0.00,Loss,0 Hawaii,2010,Inouye,1.00,Win,1 Hawaii,2010,Cavasso,0.00,Loss,0 Hawaii,2012,Hirono,1.00,Win,1 Hawaii,2012,Lingle,0.00,Loss,0 Idaho,2008,Risch,1.00,Win,1 Idaho,2008,LaRocco,0.00,Lose,0 Idaho,2010,Crapo,1.00,Win,1 Idaho,2010,Sullivan,0.00,Loss,0 Illinois,2008,Durbin,1.00,Win,1 Illinois,2008,Sauerberg,0.00,Lose,0 Illinois,2010,Kirk,0.69,Win,1 Illinois,2010,Giannoulias,0.31,Loss,0 Indiana,2010,Coats,1.00,Win,1 Indiana,2010,Ellsworth,0.00,Loss,0 Indiana,2012,Donnelly,0.70,Win,1 Indiana,2012,Lingle,0.30,Loss,0 Iowa,2008,Harkin,1.00,Win,1 Iowa,2008,Reed,0.00,Lose,0 Iowa,2010,Grassley,1.00,Win,1 Iowa,2010,Conlin,0.00,Loss,0 Kansas,2008,Roberts,1.00,Win,1 Kansas,2008,Slattery,0.00,Lose,0 Kansas,2010,Moran,1.00,Win,1 Kansas,2010,Johnston,0.00,Loss,0 Kentucky,2008,McConnell,0.92,Win,1 Kentucky,2008,Lunsford,0.08,Lose,0 Kentucky,2010,Paul,1.00,Win,1 Kentucky,2010,Conway,0.00,Loss,0 Louisiana,2008,Landireu,1.00,Win,1 Louisiana,2008,Kennedy,0.00,Lose,0 Louisiana,2010,Vitter,1.00,Win,1 Louisiana,2010,Melancon,0.00,Loss,0 Maine,2008,Collins,1.00,Win,1 Maine,2008,Allen,0.00,Lose,0 Maine,2012,King,0.93,Win,1 Maine,2012,Summers,0.06,Loss,0 Maine,2012,Dill,0.01,Loss,0 Maryland,2010,Murkowski,1.00,Win,1 Maryland,2010,Wargotz,0.00,Loss,0 Maryland,2012,Cardin,1.00,Win,1 Maryland,2012,Bongino,0.00,Loss,0 Massachusetts,2008,Kerry,1.00,Win,1 Massachusetts,2008,Beatty,0.00,Lose,0 Massachusetts,2012,Warren,0.94,Win,1 Massachusetts,2012,Brown,0.06,Loss,0 Michigan,2008,Levin,1.00,Win,1 Michigan,2008,Hoogendyk,0.00,Lose,0 Michigan,2012,Stabenow,1.00,Win,1 Michigan,2012,Hoekstra,0.00,Loss,0 Minnesota,2008,Franken,0.52,Win,1 Minnesota,2008,Coleman,0.48,Lose,0 Minnesota,2012,Klobuchar,1.00,Win,1 Minnesota,2012,Bills,0.00,Loss,0 Mississippi,2008,Cochran,1.00,Win,1 Mississippi,2008,Fleming,0.00,Lose,0 Mississippi,2012,Wicker,1.00,Win,1 Mississippi,2012,Gore,0.00,Loss,0 Mississippi (special election),2008,Wicker,0.94,Win,1 Mississippi (special election),2008,Musgrove,0.06,Lose,0 Missouri,2010,Blunt,0.99,Win,1 Missouri,2010,Carnahan,0.01,Loss,0 Missouri,2012,McCaskill,0.98,Win,1 Missouri,2012,Akin,0.02,Loss,0 Montana,2008,Baucus,1.00,Win,1 Montana,2008,Kelleher,0.00,Lose,0 Montana,2012,Rehberg,0.66,Win,1 Montana,2012,Tester,0.34,Loss,0 Nebraska,2008,Johanns,0.99,Win,1 Nebraska,2008,Kleeb,0.01,Lose,0 Nebraska,2012,Fischer,0.99,Win,1 Nebraska,2012,Kerrey,0.01,Loss,0 Nevada,2010,Angle,0.83,Loss,0 Nevada,2010,Reid,0.17,Win,1 Nevada,2012,Heller,0.83,Win,1 Nevada,2012,Berkeley,0.17,Loss,0 New Hampshire,2008,Shaheen,0.99,Win,1 New Hampshire,2008,Sununu,0.01,Lose,0 New Hampshire,2010,Ayotte,1.00,Win,1 New Hampshire,2010,Hodes,0.00,Loss,0 New Jersey,2008,Lautenberg,1.00,Win,1 New Jersey,2008,Zimmer,0.00,Lose,0 New Jersey,2012,Menendez,1.00,Win,1 New Jersey,2012,Kyrillos,0.00,Loss,0 New Mexico,2008,T. Udall,1.00,Win,1 New Mexico,2008,Pearce,0.00,Lose,0 New Mexico,2012,Heinrich,0.97,Win,1 New Mexico,2012,Wilson,0.03,Loss,0 New York,2010,Schumer,1.00,Win,1 New York,2010,Townsend,0.00,Loss,0 New York,2012,Gillibrand,1.00,Win,1 New York,2012,Long,0.00,Loss,0 New York (special election),2010,Gillibrand,1.00,Win,1 New York (special election),2010,DioGuardi,0.00,Loss,0 North Carolina,2008,Hagan,0.88,Win,1 North Carolina,2008,Dole,0.12,Lose,0 North Carolina,2010,Burr,1.00,Win,1 North Carolina,2010,Marshall,0.00,Loss,0 North Dakota,2010,Hoeven,1.00,Win,1 North Dakota,2010,Potter,0.00,Loss,0 North Dakota,2012,Berg,0.92,Loss,0 North Dakota,2012,Heitkamp,0.08,Win,1 Ohio,2010,Portman,1.00,Win,1 Ohio,2010,Fisher,0.00,Loss,0 Ohio,2012,Brown,0.97,Win,1 Ohio,2012,Mandel,0.03,Loss,0 Oklahoma,2008,Inhofe,1.00,Win,1 Oklahoma,2008,Rice,0.00,Lose,0 Oklahoma,2010,Coburn,1.00,Win,1 Oklahoma,2010,Rogers,0.00,Loss,0 Oregon,2008,Merkley,0.92,Win,1 Oregon,2008,Smith,0.08,Lose,0 Oregon,2010,Wyden,1.00,Win,1 Oregon,2010,Huffman,0.00,Loss,0 Pennsylvania,2010,Toomey,0.97,Win,1 Pennsylvania,2010,Sestak,0.03,Loss,0 Pennsylvania,2012,Casey,0.99,Win,1 Pennsylvania,2012,Smith,0.01,Loss,0 Rhode Island,2008,Reed,1.00,Win,1 Rhode Island,2008,Tingle,0.00,Lose,0 Rhode Island,2012,Whitehouse,1.00,Win,1 Rhode Island,2012,Hinkley,0.00,Loss,0 South Carolina,2008,Graham,1.00,Win,1 South Carolina,2008,Conley,0.00,Lose,0 South Carolina,2010,DeMint,1.00,Win,1 South Carolina,2010,Greene,0.00,Loss,0 South Dakota,2008,Johnson,1.00,Win,1 South Dakota,2008,Dykstra,0.00,Lose,0 South Dakota,2010,Thune,1.00,Win,1 Tennessee,2008,Alexander,1.00,Win,1 Tennessee,2008,Tuke,0.00,Lose,0 Tennessee,2012,Corker,1.00,Win,1 Tennessee,2012,Clayton,0.00,Loss,0 Texas,2008,Cornyn,1.00,Win,1 Texas,2008,Noriega,0.00,Lose,0 Texas,2012,Cruz,1.00,Win,1 Texas,2012,Sadler,0.00,Loss,0 Utah,2010,Lee,1.00,Win,1 Utah,2010,Granato,0.00,Loss,0 Utah,2012,Hatch,1.00,Win,1 Utah,2012,Lowell,0.00,Loss,0 Vermont,2010,Leahy,1.00,Win,1 Vermont,2010,Britton,0.00,Loss,0 Vermont,2012,Sanders,1.00,Win,1 Vermont,2012,MacGovern,0.00,Loss,0 Virginia,2008,Warner,1.00,Win,1 Virginia,2008,Gilmore,0.00,Lose,0 Virginia,2012,Kaine,0.88,Win,1 Virginia,2012,Allen,0.12,Loss,0 Washington,2010,Murray,0.80,Win,1 Washington,2010,Rossi,0.20,Loss,0 Washington,2012,Cantwell,0.88,Win,1 Washington,2012,Baumgartner,0.12,Loss,0 West Virginia,2010,Manchin,0.89,Win,1 West Virginia,2010,Raese,0.11,Loss,0 West Virginia,2012,Manchin,0.92,Win,1 West Virginia,2012,Raese,0.08,Loss,0 Wisconsin,2010,Johnson,0.97,Win,1 Wisconsin,2010,Feingold,0.03,Loss,0 Wisconsin,2012,Thompson,0.79,Win,1 Wisconsin,2012,Baldwin,0.21,Loss,0 Wyoming,2008,Enzi,1.00,Win,1 Wyoming,2008,Rothfuss,0.00,Lose,0 Wyoming,2012,Barrasso,1.00,Win,1 Wyoming,2012,Chestnut,0.00,Loss,0 Wyoming (special election),2008,Barrasso,1.00,Win,1 Wyoming (special election),2008,Carter,0.00,Lose,0 \ No newline at end of file diff --git a/forecast-methodology/senate-calibration.csv b/forecast-methodology/senate-calibration.csv new file mode 100644 index 0000000..1de2ae1 --- /dev/null +++ b/forecast-methodology/senate-calibration.csv @@ -0,0 +1 @@ +state,year,candidate,forecast_prob,result,winflag Alabama,2008,Sessions,1.00,Win,1 Alabama,2008,Figures,0.00,Lose,0 Alabama,2010,Shelby,1.00,Win,1 Alabama,2010,Barnes,0.00,Loss,0 Alaska,2008,Begich,1.00,Win,1 Alaska,2008,Stevens,0.00,Lose,0 Alaska,2010,Miller,0.71,Lose,0 Alaska,2010,Murkowski,0.21,Win,1 Alaska,2010,McAdams,0.08,Loss,0 Arizona,2010,Glassman,1.00,Win,1 Arizona,2010,McCain,0.00,Loss,0 Arizona,2012,Flake,0.96,Win,1 Arizona,2012,Carmona,0.04,Loss,0 Arkansas,2008,Pryor,1.00,Win,1 Arkansas,2010,Boozman,1.00,Win,1 Arkansas,2010,Lincoln,0.00,Loss,0 California,2012,Feinstein,1.00,Win,1 California,2012,Emken,0.00,Loss,0 Colorado,2008,M. Udall,1.00,Win,1 Colorado,2008,Schaeffer,0.00,Lose,0 Colorado,2010,Buck,0.65,Loss,0 Colorado,2010,Bennett,0.35,Win,1 Connecticut,2010,Blumenthal,1.00,Win,1 Connecticut,2010,McMahon,0.00,Loss,0 Connecticut,2012,Murphy,0.96,Win,1 Connecticut,2012,McMahon,0.04,Loss,0 Delaware,2008,Biden,1.00,Win,1 Delaware,2008,O'Connell,0.00,Lose,0 Delaware,2010,Coons,1.00,Win,1 Delaware,2010,O'Donnell,0.00,Loss,0 Delaware,2012,Carper,1.00,Win,1 Delaware,2012,Wade,0.00,Loss,0 Florida,2010,Rubio,0.97,Win,1 Florida,2010,Crist,0.03,Loss,0 Florida,2010,Meeks,0.00,Loss,0 Florida,2012,Nelson,1.00,Win,1 Florida,2012,Mack,0.00,Loss,0 Georgia,2008,Chambilss,0.88,Win,1 Georgia,2008,Martin,0.12,Lose,0 Georgia,2010,Isakson,1.00,Win,1 Georgia,2010,Thurmond,0.00,Loss,0 Hawaii,2010,Inouye,1.00,Win,1 Hawaii,2010,Cavasso,0.00,Loss,0 Hawaii,2012,Hirono,1.00,Win,1 Hawaii,2012,Lingle,0.00,Loss,0 Idaho,2008,Risch,1.00,Win,1 Idaho,2008,LaRocco,0.00,Lose,0 Idaho,2010,Crapo,1.00,Win,1 Idaho,2010,Sullivan,0.00,Loss,0 Illinois,2008,Durbin,1.00,Win,1 Illinois,2008,Sauerberg,0.00,Lose,0 Illinois,2010,Kirk,0.69,Win,1 Illinois,2010,Giannoulias,0.31,Loss,0 Indiana,2010,Coats,1.00,Win,1 Indiana,2010,Ellsworth,0.00,Loss,0 Indiana,2012,Donnelly,0.70,Win,1 Indiana,2012,Lingle,0.30,Loss,0 Iowa,2008,Harkin,1.00,Win,1 Iowa,2008,Reed,0.00,Lose,0 Iowa,2010,Grassley,1.00,Win,1 Iowa,2010,Conlin,0.00,Loss,0 Kansas,2008,Roberts,1.00,Win,1 Kansas,2008,Slattery,0.00,Lose,0 Kansas,2010,Moran,1.00,Win,1 Kansas,2010,Johnston,0.00,Loss,0 Kentucky,2008,McConnell,0.92,Win,1 Kentucky,2008,Lunsford,0.08,Lose,0 Kentucky,2010,Paul,1.00,Win,1 Kentucky,2010,Conway,0.00,Loss,0 Louisiana,2008,Landireu,1.00,Win,1 Louisiana,2008,Kennedy,0.00,Lose,0 Louisiana,2010,Vitter,1.00,Win,1 Louisiana,2010,Melancon,0.00,Loss,0 Maine,2008,Collins,1.00,Win,1 Maine,2008,Allen,0.00,Lose,0 Maine,2012,King,0.93,Win,1 Maine,2012,Summers,0.06,Loss,0 Maine,2012,Dill,0.01,Loss,0 Maryland,2010,Murkowski,1.00,Win,1 Maryland,2010,Wargotz,0.00,Loss,0 Maryland,2012,Cardin,1.00,Win,1 Maryland,2012,Bongino,0.00,Loss,0 Massachusetts,2008,Kerry,1.00,Win,1 Massachusetts,2008,Beatty,0.00,Lose,0 Massachusetts,2012,Warren,0.94,Win,1 Massachusetts,2012,Brown,0.06,Loss,0 Michigan,2008,Levin,1.00,Win,1 Michigan,2008,Hoogendyk,0.00,Lose,0 Michigan,2012,Stabenow,1.00,Win,1 Michigan,2012,Hoekstra,0.00,Loss,0 Minnesota,2008,Franken,0.52,Win,1 Minnesota,2008,Coleman,0.48,Lose,0 Minnesota,2012,Klobuchar,1.00,Win,1 Minnesota,2012,Bills,0.00,Loss,0 Mississippi,2008,Cochran,1.00,Win,1 Mississippi,2008,Fleming,0.00,Lose,0 Mississippi,2012,Wicker,1.00,Win,1 Mississippi,2012,Gore,0.00,Loss,0 Mississippi (special election),2008,Wicker,0.94,Win,1 Mississippi (special election),2008,Musgrove,0.06,Lose,0 Missouri,2010,Blunt,0.99,Win,1 Missouri,2010,Carnahan,0.01,Loss,0 Missouri,2012,McCaskill,0.98,Win,1 Missouri,2012,Akin,0.02,Loss,0 Montana,2008,Baucus,1.00,Win,1 Montana,2008,Kelleher,0.00,Lose,0 Montana,2012,Rehberg,0.66,Win,1 Montana,2012,Tester,0.34,Loss,0 Nebraska,2008,Johanns,0.99,Win,1 Nebraska,2008,Kleeb,0.01,Lose,0 Nebraska,2012,Fischer,0.99,Win,1 Nebraska,2012,Kerrey,0.01,Loss,0 Nevada,2010,Angle,0.83,Loss,0 Nevada,2010,Reid,0.17,Win,1 Nevada,2012,Heller,0.83,Win,1 Nevada,2012,Berkeley,0.17,Loss,0 New Hampshire,2008,Shaheen,0.99,Win,1 New Hampshire,2008,Sununu,0.01,Lose,0 New Hampshire,2010,Ayotte,1.00,Win,1 New Hampshire,2010,Hodes,0.00,Loss,0 New Jersey,2008,Lautenberg,1.00,Win,1 New Jersey,2008,Zimmer,0.00,Lose,0 New Jersey,2012,Menendez,1.00,Win,1 New Jersey,2012,Kyrillos,0.00,Loss,0 New Mexico,2008,T. Udall,1.00,Win,1 New Mexico,2008,Pearce,0.00,Lose,0 New Mexico,2012,Heinrich,0.97,Win,1 New Mexico,2012,Wilson,0.03,Loss,0 New York,2010,Schumer,1.00,Win,1 New York,2010,Townsend,0.00,Loss,0 New York,2012,Gillibrand,1.00,Win,1 New York,2012,Long,0.00,Loss,0 New York (special election),2010,Gillibrand,1.00,Win,1 New York (special election),2010,DioGuardi,0.00,Loss,0 North Carolina,2008,Hagan,0.88,Win,1 North Carolina,2008,Dole,0.12,Lose,0 North Carolina,2010,Burr,1.00,Win,1 North Carolina,2010,Marshall,0.00,Loss,0 North Dakota,2010,Hoeven,1.00,Win,1 North Dakota,2010,Potter,0.00,Loss,0 North Dakota,2012,Berg,0.92,Loss,0 North Dakota,2012,Heitkamp,0.08,Win,1 Ohio,2010,Portman,1.00,Win,1 Ohio,2010,Fisher,0.00,Loss,0 Ohio,2012,Brown,0.97,Win,1 Ohio,2012,Mandel,0.03,Loss,0 Oklahoma,2008,Inhofe,1.00,Win,1 Oklahoma,2008,Rice,0.00,Lose,0 Oklahoma,2010,Coburn,1.00,Win,1 Oklahoma,2010,Rogers,0.00,Loss,0 Oregon,2008,Merkley,0.92,Win,1 Oregon,2008,Smith,0.08,Lose,0 Oregon,2010,Wyden,1.00,Win,1 Oregon,2010,Huffman,0.00,Loss,0 Pennsylvania,2010,Toomey,0.97,Win,1 Pennsylvania,2010,Sestak,0.03,Loss,0 Pennsylvania,2012,Casey,0.99,Win,1 Pennsylvania,2012,Smith,0.01,Loss,0 Rhode Island,2008,Reed,1.00,Win,1 Rhode Island,2008,Tingle,0.00,Lose,0 Rhode Island,2012,Whitehouse,1.00,Win,1 Rhode Island,2012,Hinkley,0.00,Loss,0 South Carolina,2008,Graham,1.00,Win,1 South Carolina,2008,Conley,0.00,Lose,0 South Carolina,2010,DeMint,1.00,Win,1 South Carolina,2010,Greene,0.00,Loss,0 South Dakota,2008,Johnson,1.00,Win,1 South Dakota,2008,Dykstra,0.00,Lose,0 South Dakota,2010,Thune,1.00,Win,1 Tennessee,2008,Alexander,1.00,Win,1 Tennessee,2008,Tuke,0.00,Lose,0 Tennessee,2012,Corker,1.00,Win,1 Tennessee,2012,Clayton,0.00,Loss,0 Texas,2008,Cornyn,1.00,Win,1 Texas,2008,Noriega,0.00,Lose,0 Texas,2012,Cruz,1.00,Win,1 Texas,2012,Sadler,0.00,Loss,0 Utah,2010,Lee,1.00,Win,1 Utah,2010,Granato,0.00,Loss,0 Utah,2012,Hatch,1.00,Win,1 Utah,2012,Lowell,0.00,Loss,0 Vermont,2010,Leahy,1.00,Win,1 Vermont,2010,Britton,0.00,Loss,0 Vermont,2012,Sanders,1.00,Win,1 Vermont,2012,MacGovern,0.00,Loss,0 Virginia,2008,Warner,1.00,Win,1 Virginia,2008,Gilmore,0.00,Lose,0 Virginia,2012,Kaine,0.88,Win,1 Virginia,2012,Allen,0.12,Loss,0 Washington,2010,Murray,0.80,Win,1 Washington,2010,Rossi,0.20,Loss,0 Washington,2012,Cantwell,0.88,Win,1 Washington,2012,Baumgartner,0.12,Loss,0 West Virginia,2010,Manchin,0.89,Win,1 West Virginia,2010,Raese,0.11,Loss,0 West Virginia,2012,Manchin,0.92,Win,1 West Virginia,2012,Raese,0.08,Loss,0 Wisconsin,2010,Johnson,0.97,Win,1 Wisconsin,2010,Feingold,0.03,Loss,0 Wisconsin,2012,Thompson,0.79,Win,1 Wisconsin,2012,Baldwin,0.21,Loss,0 Wyoming,2008,Enzi,1.00,Win,1 Wyoming,2008,Rothfuss,0.00,Lose,0 Wyoming,2012,Barrasso,1.00,Win,1 Wyoming,2012,Chestnut,0.00,Loss,0 Wyoming (special election),2008,Barrasso,1.00,Win,1 Wyoming (special election),2008,Carter,0.00,Lose,0 \ No newline at end of file From 7a4a7b77639bb1110d9db18c996b9c1bb7447fb1 Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Tue, 16 Sep 2014 18:50:01 -0400 Subject: [PATCH 30/34] Update README.md --- forecast-methodology/README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/forecast-methodology/README.md b/forecast-methodology/README.md index 11c07bf..d9864bd 100644 --- a/forecast-methodology/README.md +++ b/forecast-methodology/README.md @@ -1,6 +1,6 @@ -### Airline safety data +### Historical FiveThirtyEight Senate Forecasts -The data behind the story, [Here’s What’s Under The Hood Of Our Senate Forecasting Model](http://fivethirtyeight.com/features/heres-whats-under-the-hood-of-our-senate-forecasting-model) +The data behind the story [Here’s What’s Under The Hood Of Our Senate Forecasting Model](http://fivethirtyeight.com/features/heres-whats-under-the-hood-of-our-senate-forecasting-model) Header | Definition ---|--------- @@ -12,6 +12,6 @@ Header | Definition For archived results, see: - * *2008* https://web.archive.org/web/20081106113055/http://www.fivethirtyeight.com/ - * *2010* http://elections.nytimes.com/2010/forecasts/senate - * *2012* http://fivethirtyeight.blogs.nytimes.com/fivethirtyeights-2012-forecast/ + * **2008** https://web.archive.org/web/20081106113055/http://www.fivethirtyeight.com/ + * **2010** http://elections.nytimes.com/2010/forecasts/senate + * **2012** http://fivethirtyeight.blogs.nytimes.com/fivethirtyeights-2012-forecast/ From e718c7a8890c289927ccc15e790e163cb21ae134 Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Tue, 16 Sep 2014 18:51:10 -0400 Subject: [PATCH 31/34] Delete senate-calibration.csv --- forecast-methodology/senate-calibration.csv | 1 - 1 file changed, 1 deletion(-) delete mode 100644 forecast-methodology/senate-calibration.csv diff --git a/forecast-methodology/senate-calibration.csv b/forecast-methodology/senate-calibration.csv deleted file mode 100644 index 1de2ae1..0000000 --- a/forecast-methodology/senate-calibration.csv +++ /dev/null @@ -1 +0,0 @@ -state,year,candidate,forecast_prob,result,winflag Alabama,2008,Sessions,1.00,Win,1 Alabama,2008,Figures,0.00,Lose,0 Alabama,2010,Shelby,1.00,Win,1 Alabama,2010,Barnes,0.00,Loss,0 Alaska,2008,Begich,1.00,Win,1 Alaska,2008,Stevens,0.00,Lose,0 Alaska,2010,Miller,0.71,Lose,0 Alaska,2010,Murkowski,0.21,Win,1 Alaska,2010,McAdams,0.08,Loss,0 Arizona,2010,Glassman,1.00,Win,1 Arizona,2010,McCain,0.00,Loss,0 Arizona,2012,Flake,0.96,Win,1 Arizona,2012,Carmona,0.04,Loss,0 Arkansas,2008,Pryor,1.00,Win,1 Arkansas,2010,Boozman,1.00,Win,1 Arkansas,2010,Lincoln,0.00,Loss,0 California,2012,Feinstein,1.00,Win,1 California,2012,Emken,0.00,Loss,0 Colorado,2008,M. Udall,1.00,Win,1 Colorado,2008,Schaeffer,0.00,Lose,0 Colorado,2010,Buck,0.65,Loss,0 Colorado,2010,Bennett,0.35,Win,1 Connecticut,2010,Blumenthal,1.00,Win,1 Connecticut,2010,McMahon,0.00,Loss,0 Connecticut,2012,Murphy,0.96,Win,1 Connecticut,2012,McMahon,0.04,Loss,0 Delaware,2008,Biden,1.00,Win,1 Delaware,2008,O'Connell,0.00,Lose,0 Delaware,2010,Coons,1.00,Win,1 Delaware,2010,O'Donnell,0.00,Loss,0 Delaware,2012,Carper,1.00,Win,1 Delaware,2012,Wade,0.00,Loss,0 Florida,2010,Rubio,0.97,Win,1 Florida,2010,Crist,0.03,Loss,0 Florida,2010,Meeks,0.00,Loss,0 Florida,2012,Nelson,1.00,Win,1 Florida,2012,Mack,0.00,Loss,0 Georgia,2008,Chambilss,0.88,Win,1 Georgia,2008,Martin,0.12,Lose,0 Georgia,2010,Isakson,1.00,Win,1 Georgia,2010,Thurmond,0.00,Loss,0 Hawaii,2010,Inouye,1.00,Win,1 Hawaii,2010,Cavasso,0.00,Loss,0 Hawaii,2012,Hirono,1.00,Win,1 Hawaii,2012,Lingle,0.00,Loss,0 Idaho,2008,Risch,1.00,Win,1 Idaho,2008,LaRocco,0.00,Lose,0 Idaho,2010,Crapo,1.00,Win,1 Idaho,2010,Sullivan,0.00,Loss,0 Illinois,2008,Durbin,1.00,Win,1 Illinois,2008,Sauerberg,0.00,Lose,0 Illinois,2010,Kirk,0.69,Win,1 Illinois,2010,Giannoulias,0.31,Loss,0 Indiana,2010,Coats,1.00,Win,1 Indiana,2010,Ellsworth,0.00,Loss,0 Indiana,2012,Donnelly,0.70,Win,1 Indiana,2012,Lingle,0.30,Loss,0 Iowa,2008,Harkin,1.00,Win,1 Iowa,2008,Reed,0.00,Lose,0 Iowa,2010,Grassley,1.00,Win,1 Iowa,2010,Conlin,0.00,Loss,0 Kansas,2008,Roberts,1.00,Win,1 Kansas,2008,Slattery,0.00,Lose,0 Kansas,2010,Moran,1.00,Win,1 Kansas,2010,Johnston,0.00,Loss,0 Kentucky,2008,McConnell,0.92,Win,1 Kentucky,2008,Lunsford,0.08,Lose,0 Kentucky,2010,Paul,1.00,Win,1 Kentucky,2010,Conway,0.00,Loss,0 Louisiana,2008,Landireu,1.00,Win,1 Louisiana,2008,Kennedy,0.00,Lose,0 Louisiana,2010,Vitter,1.00,Win,1 Louisiana,2010,Melancon,0.00,Loss,0 Maine,2008,Collins,1.00,Win,1 Maine,2008,Allen,0.00,Lose,0 Maine,2012,King,0.93,Win,1 Maine,2012,Summers,0.06,Loss,0 Maine,2012,Dill,0.01,Loss,0 Maryland,2010,Murkowski,1.00,Win,1 Maryland,2010,Wargotz,0.00,Loss,0 Maryland,2012,Cardin,1.00,Win,1 Maryland,2012,Bongino,0.00,Loss,0 Massachusetts,2008,Kerry,1.00,Win,1 Massachusetts,2008,Beatty,0.00,Lose,0 Massachusetts,2012,Warren,0.94,Win,1 Massachusetts,2012,Brown,0.06,Loss,0 Michigan,2008,Levin,1.00,Win,1 Michigan,2008,Hoogendyk,0.00,Lose,0 Michigan,2012,Stabenow,1.00,Win,1 Michigan,2012,Hoekstra,0.00,Loss,0 Minnesota,2008,Franken,0.52,Win,1 Minnesota,2008,Coleman,0.48,Lose,0 Minnesota,2012,Klobuchar,1.00,Win,1 Minnesota,2012,Bills,0.00,Loss,0 Mississippi,2008,Cochran,1.00,Win,1 Mississippi,2008,Fleming,0.00,Lose,0 Mississippi,2012,Wicker,1.00,Win,1 Mississippi,2012,Gore,0.00,Loss,0 Mississippi (special election),2008,Wicker,0.94,Win,1 Mississippi (special election),2008,Musgrove,0.06,Lose,0 Missouri,2010,Blunt,0.99,Win,1 Missouri,2010,Carnahan,0.01,Loss,0 Missouri,2012,McCaskill,0.98,Win,1 Missouri,2012,Akin,0.02,Loss,0 Montana,2008,Baucus,1.00,Win,1 Montana,2008,Kelleher,0.00,Lose,0 Montana,2012,Rehberg,0.66,Win,1 Montana,2012,Tester,0.34,Loss,0 Nebraska,2008,Johanns,0.99,Win,1 Nebraska,2008,Kleeb,0.01,Lose,0 Nebraska,2012,Fischer,0.99,Win,1 Nebraska,2012,Kerrey,0.01,Loss,0 Nevada,2010,Angle,0.83,Loss,0 Nevada,2010,Reid,0.17,Win,1 Nevada,2012,Heller,0.83,Win,1 Nevada,2012,Berkeley,0.17,Loss,0 New Hampshire,2008,Shaheen,0.99,Win,1 New Hampshire,2008,Sununu,0.01,Lose,0 New Hampshire,2010,Ayotte,1.00,Win,1 New Hampshire,2010,Hodes,0.00,Loss,0 New Jersey,2008,Lautenberg,1.00,Win,1 New Jersey,2008,Zimmer,0.00,Lose,0 New Jersey,2012,Menendez,1.00,Win,1 New Jersey,2012,Kyrillos,0.00,Loss,0 New Mexico,2008,T. Udall,1.00,Win,1 New Mexico,2008,Pearce,0.00,Lose,0 New Mexico,2012,Heinrich,0.97,Win,1 New Mexico,2012,Wilson,0.03,Loss,0 New York,2010,Schumer,1.00,Win,1 New York,2010,Townsend,0.00,Loss,0 New York,2012,Gillibrand,1.00,Win,1 New York,2012,Long,0.00,Loss,0 New York (special election),2010,Gillibrand,1.00,Win,1 New York (special election),2010,DioGuardi,0.00,Loss,0 North Carolina,2008,Hagan,0.88,Win,1 North Carolina,2008,Dole,0.12,Lose,0 North Carolina,2010,Burr,1.00,Win,1 North Carolina,2010,Marshall,0.00,Loss,0 North Dakota,2010,Hoeven,1.00,Win,1 North Dakota,2010,Potter,0.00,Loss,0 North Dakota,2012,Berg,0.92,Loss,0 North Dakota,2012,Heitkamp,0.08,Win,1 Ohio,2010,Portman,1.00,Win,1 Ohio,2010,Fisher,0.00,Loss,0 Ohio,2012,Brown,0.97,Win,1 Ohio,2012,Mandel,0.03,Loss,0 Oklahoma,2008,Inhofe,1.00,Win,1 Oklahoma,2008,Rice,0.00,Lose,0 Oklahoma,2010,Coburn,1.00,Win,1 Oklahoma,2010,Rogers,0.00,Loss,0 Oregon,2008,Merkley,0.92,Win,1 Oregon,2008,Smith,0.08,Lose,0 Oregon,2010,Wyden,1.00,Win,1 Oregon,2010,Huffman,0.00,Loss,0 Pennsylvania,2010,Toomey,0.97,Win,1 Pennsylvania,2010,Sestak,0.03,Loss,0 Pennsylvania,2012,Casey,0.99,Win,1 Pennsylvania,2012,Smith,0.01,Loss,0 Rhode Island,2008,Reed,1.00,Win,1 Rhode Island,2008,Tingle,0.00,Lose,0 Rhode Island,2012,Whitehouse,1.00,Win,1 Rhode Island,2012,Hinkley,0.00,Loss,0 South Carolina,2008,Graham,1.00,Win,1 South Carolina,2008,Conley,0.00,Lose,0 South Carolina,2010,DeMint,1.00,Win,1 South Carolina,2010,Greene,0.00,Loss,0 South Dakota,2008,Johnson,1.00,Win,1 South Dakota,2008,Dykstra,0.00,Lose,0 South Dakota,2010,Thune,1.00,Win,1 Tennessee,2008,Alexander,1.00,Win,1 Tennessee,2008,Tuke,0.00,Lose,0 Tennessee,2012,Corker,1.00,Win,1 Tennessee,2012,Clayton,0.00,Loss,0 Texas,2008,Cornyn,1.00,Win,1 Texas,2008,Noriega,0.00,Lose,0 Texas,2012,Cruz,1.00,Win,1 Texas,2012,Sadler,0.00,Loss,0 Utah,2010,Lee,1.00,Win,1 Utah,2010,Granato,0.00,Loss,0 Utah,2012,Hatch,1.00,Win,1 Utah,2012,Lowell,0.00,Loss,0 Vermont,2010,Leahy,1.00,Win,1 Vermont,2010,Britton,0.00,Loss,0 Vermont,2012,Sanders,1.00,Win,1 Vermont,2012,MacGovern,0.00,Loss,0 Virginia,2008,Warner,1.00,Win,1 Virginia,2008,Gilmore,0.00,Lose,0 Virginia,2012,Kaine,0.88,Win,1 Virginia,2012,Allen,0.12,Loss,0 Washington,2010,Murray,0.80,Win,1 Washington,2010,Rossi,0.20,Loss,0 Washington,2012,Cantwell,0.88,Win,1 Washington,2012,Baumgartner,0.12,Loss,0 West Virginia,2010,Manchin,0.89,Win,1 West Virginia,2010,Raese,0.11,Loss,0 West Virginia,2012,Manchin,0.92,Win,1 West Virginia,2012,Raese,0.08,Loss,0 Wisconsin,2010,Johnson,0.97,Win,1 Wisconsin,2010,Feingold,0.03,Loss,0 Wisconsin,2012,Thompson,0.79,Win,1 Wisconsin,2012,Baldwin,0.21,Loss,0 Wyoming,2008,Enzi,1.00,Win,1 Wyoming,2008,Rothfuss,0.00,Lose,0 Wyoming,2012,Barrasso,1.00,Win,1 Wyoming,2012,Chestnut,0.00,Loss,0 Wyoming (special election),2008,Barrasso,1.00,Win,1 Wyoming (special election),2008,Carter,0.00,Lose,0 \ No newline at end of file From cca76949e42abd44c6d157ce4218d335aaa48fc4 Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Wed, 17 Sep 2014 11:20:43 -0400 Subject: [PATCH 32/34] update headline --- forecast-methodology/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/forecast-methodology/README.md b/forecast-methodology/README.md index d9864bd..f7355ab 100644 --- a/forecast-methodology/README.md +++ b/forecast-methodology/README.md @@ -1,6 +1,6 @@ ### Historical FiveThirtyEight Senate Forecasts -The data behind the story [Here’s What’s Under The Hood Of Our Senate Forecasting Model](http://fivethirtyeight.com/features/heres-whats-under-the-hood-of-our-senate-forecasting-model) +The data behind the story [How The FiveThirtyEight Senate Forecast Model Works](http://fivethirtyeight.com/features/how-the-fivethirtyeight-senate-forecast-model-works/) Header | Definition ---|--------- From 230b62ff30725a78beae8daef9e0a4326dc78f7c Mon Sep 17 00:00:00 2001 From: Andrei Scheinkman Date: Wed, 17 Sep 2014 11:24:08 -0400 Subject: [PATCH 33/34] add senate forecast methodology feature --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ca186fc..a705433 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,7 @@ We hope you'll use it to check our work and to create stories and visualizations Article Date(s) | Headline(s) | Folder ---|---------|------------- +Sept. 17, 2014 | [How The FiveThirtyEight Senate Forecast Model Works](http://fivethirtyeight.com/features/how-the-fivethirtyeight-senate-forecast-model-works/) | `forecast-methodology` Sept. 12, 2014 | [The Economic Guide To Picking A College Major](http://fivethirtyeight.com/features/the-economic-guide-to-picking-a-college-major/) | `college-majors` Sept. 9, 2014 | [The NFL’s Uneven History Of Punishing Domestic Violence](http://fivethirtyeight.com/features/nfl-domestic-violence-policy-suspensions/) | `nfl-suspensions` Sept. 5, 2014 | [41 Percent of Fliers Say It’s Rude To Recline Your Airplane Seat](http://fivethirtyeight.com/datalab/airplane-etiquette-recline-seat/) | `flying-etiquette-survey` From c40c32694bb29413229afb678f4c9091eec30617 Mon Sep 17 00:00:00 2001 From: atmccann Date: Mon, 22 Sep 2014 13:30:58 -0400 Subject: [PATCH 34/34] add D. Scott, update S.Holmes from NYG to NYJ --- nfl-suspensions/nfl-suspensions-data.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nfl-suspensions/nfl-suspensions-data.csv b/nfl-suspensions/nfl-suspensions-data.csv index 2c872c7..2398e06 100644 --- a/nfl-suspensions/nfl-suspensions-data.csv +++ b/nfl-suspensions/nfl-suspensions-data.csv @@ -1 +1 @@ -name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year O. Smith,MIN,16,"Substance abuse, repeated offense","Found with dried urine and ""The Original Whizzinator""",2005,http://sports.espn.go.com/nfl/news/story?id=2079032 K. Robinson,GB,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2629860 P. Hornung,GB,14,Personal conduct,Gambling-related, ,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,WAS,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,SEA,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html W. Welker,DEN,4,PEDs,,2014,http://www.usatoday.com/story/sports/nfl/broncos/2014/09/02/wes-welker-suspended-four-games-amphetamine-denver/14992795/ J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYG,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,TEN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,NO,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ \ No newline at end of file +name,team,games,category,desc.,year,source F. Davis,WAS,Indef.,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Blackmon,JAX,Indef.,"Substance abuse, repeated offense",,2014,http://espn.go.com/nfl/story/_/id/11257934/justin-blackmon-jacksonville-jaguars-arrested-marijuana-possession L. Brazill,IND,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364622/article/lavon-brazill-released-by-colts-in-wake-of-suspension T. Jackson,WAS,Indef.,"Substance abuse, repeated offense",,2014,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl M. Hapes,NYG,Indef.,Personal conduct,Gambling-related,1946,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock R. Rice,BAL,Indef.,Personal conduct,Domestic violence,2014,http://espn.go.com/new-york/nfl/story/_/id/11489134/baltimore-ravens-cut-ray-rice-new-video-surfaces F. Filchock,NYG,36,Personal conduct,Gambling-related,1947,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock J. Jolly,GB,32,"Substance abuse, repeated offense","Arrest, felony possession of codeine",2010,http://www.nfl.com/news/story/0ap1000000145928/article/johnny-jolly-reinstated-by-nfl-after-Indefiniteinite-suspension O. Thurman,CIN,32,"Substance abuse, repeated offense",,2008,http://www.nfl.com/news/story/09000d5d80864644/article/bengals-release-reinstated-thurman-after-twoyear-suspension A. Jones,TEN,20,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 A. Schlichter,IND,16,Personal conduct,Gambling-related,1983,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock D. Stallworth,NE,16,Personal conduct,DUI manslaughter,2009,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock W. Bryant,ARI,16,"Substance abuse, repeated offense",,2005,http://www.azcentral.com/sports/cardinals/articles/2009/05/13/20090513cards0514.html J. Evans,TEN,16,"Substance abuse, repeated offense",,2000,http://articles.philly.com/2000-06-21/sports/25602268_1_linebacker-george-koonce-linebacker-na-il-diggs-draft T. Jackson,TB,16,"Substance abuse, repeated offense",,2012,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl D. Washington,ARI,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year B. Williams,PHI,16,"Substance abuse, repeated offense",Marijuana-related,2001,http://articles.philly.com/2001-04-05/sports/25330303_1_training-camp-eagles-marijuana R. Williams,MIA,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2421774 S. Wilson,CIN,16,"Substance abuse, repeated offense",Cocaine-related,1989,http://www.enquirer.com/editions/1999/01/31/spt_hard_fall_for_man.html J. Gordon,CLE,16,"Substance abuse, repeated offense",Marijuana-related,2014,http://espn.go.com/nfl/story/_/id/11418388/josh-gordon-cleveland-browns-suspended-one-year O. Smith,MIN,16,"Substance abuse, repeated offense","Found with dried urine and ""The Original Whizzinator""",2005,http://sports.espn.go.com/nfl/news/story?id=2079032 K. Robinson,GB,16,"Substance abuse, repeated offense",,2006,http://sports.espn.go.com/nfl/news/story?id=2629860 P. Hornung,GB,14,Personal conduct,Gambling-related, ,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock A. Karras,DET,14,Personal conduct,Gambling-related,1963,http://www.usatoday.com/story/sports/nfl/lions/2012/10/10/alex-karras-obituary-detroit-lions/1623419/ J. Brent,DAL,10,Personal conduct,DUI manslaughter,2014,http://www.nfl.com/news/story/0ap3000000388413/article/dallas-cowboys-josh-brent-suspended-10-weeks D. Evans,SEA,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000236542/article/dequin-evans-suspended-eight-bengals-games-for-peds J. Ferguson,FREE,8,"PEDs, repeated offense",,2010,http://sports.espn.go.com/nfl/news/story?id=4973457 A. Jackson,BAL,8,"PEDs, repeated offense",,2013,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy W. Saunders,IND,8,"PEDs, repeated offense",,2013,http://espn.go.com/nfl/story/_/id/9509539/indianapolis-colts-release-weslye-saunders H. Thomas,FREE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/07/01/hollis-thomas-career-could-end-with-suspension/ R. Tucker,CLE,8,"PEDs, repeated offense",,2010,http://profootballtalk.nbcsports.com/2010/03/07/ryan-tucker-jason-ferguson-suspended-eight-games-each/ C. Henry,CIN,8,Personal conduct,Multiple arrests,2007,http://sports.espn.go.com/nfl/news/story?id=2832015 T. Johnson,BAL,8,Personal conduct,"Arrest, possession of weapon",2006,http://profootballtalk.nbcsports.com/2014/06/24/artist-formerly-known-as-tank-johnson-friends-with-roger-goodell/ J. Blackmon,JAX,8,"Substance abuse, repeated offense",,2013,http://www.cbssports.com/nfl/eye-on-football/24171316/jaguars-wr-justin-blackmon-suspended-for-the-rest-of-2013-season T. Couch,JAX,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html K. Lang,DEN,6,PEDs,,2007,http://www.nytimes.com/2007/10/05/sports/football/05nfl.html R. McBean,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended D.J. Williams,DEN,6,PEDs,"Alleged ""non-human"" urine in system",2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended W. Hill,NYG,6,"Substance abuse, repeated offense",,2014,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy A. Haynesworth,TEN,5,In-game violence,Stomping on player,2006,http://sports.espn.go.com/nfl/news/story?id=2610577 B. Sochia,MIA,5,PEDs,,1990,http://articles.sun-sentinel.com/1990-08-24/sports/9002100425_1_alfred-oglesby-shula-brian-sochia T. Pryor,OAK,5,Personal conduct,Improper gifts while in college,2011,http://espn.go.com/nfl/story/_/id/7040047/nfl-upholds-terrelle-pryor-5-game-ban-cites-integrity M. Ariey,GB,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html O. Ayanbadejo,CHI,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2967677 S. Bailey,STL,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000349785/article/st-louis-rams-stedman-bailey-suspended-four-games A. Barbre,CAR,4,PEDs,,2012,http://seattletimes.com/html/localnews/2018272778_apfbnseahawksbarbresuspended.html T. Bennett,DET,4,PEDs,,2001,http://articles.latimes.com/2001/dec/15/sports/sp-15083 J. Black,WAS,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000113061/article/jordan-black-of-redskins-suspended-four-games-for-peds D. Blackstock,CIN,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3631111 B. Bolden,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000092510/article/brandon-bolden-suspended-for-violating-drug-policy D. Boston,MIA,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1939250 D. Bowe,KC,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4663877 D. Brown,HOU,4,PEDs,,2012,http://sports.espn.go.com/nfl/news/story?id=5600928 G. Brown,WAS,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000051195/article/garrett-brown-of-san-diego-chargers-suspended-four-games R. Buchanan,JAX,4,PEDs,,2002,http://a.espncdn.com/nfl/news/2002/0911/1430323.html B. Buckner,CAR,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1455668.html T. Burse,SEA,4,PEDs,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne L. Bush,KC,4,PEDs,,2002,http://a.espncdn.com/nfl/columns/pasquarelli_len/1457788.html B. Chamberlain,MIN,4,PEDs,,2003,http://a.espncdn.com/nfl/news/2003/0711/1579603.html J. Chatman,NYJ,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d80a65c4c/article/chatman-suspended-four-games-for-violating-nfls-steroids-policy M. Cloud,KC,4,PEDs,,2003,http://a.espncdn.com/nfl/columns/pasquarelli_len/1529903.html J. Cooper,OAK,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=2949591 S. Cooper,SD,4,PEDs,,2008,http://sports.espn.go.com/nfl/news/story?id=3348671 J. Cunningham,NE,4,PEDs,,2012,http://espn.go.com/boston/nfl/story/_/id/8679955/jermaine-cunningham-new-england-patriots-suspended-four-games-violating-nfl-policy-performance-enhancing-substances B. Cushing,HOU,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5172060 S. Davis,ARI,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Falcons-guard-Scott-Davis-suspended-by-NFL-for-steroid-abuse/id-1e82e1a0780f24c6559a167118382f28 T. Doctor,BUF,4,PEDs,,1989,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html S. Doctor,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html M. Douglass,DET,4,PEDs,,1989,http://www.utsandiego.com/uniontrib/20080921/news_1s21nfl89.html J. Dunbar,STL,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000229913/article/st-louis-rams-jolonn-dunbar-suspended-four-games R. Edwards,MIN,4,PEDs,,2007,http://www.twincities.com/ci_7641964?source=rss B. Eldridge,STL,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82a4a506/article/brody-eldridge-st-louis-rams-te-suspended-four-games L. Flowers,DEN,4,PEDs,,2004,http://sports.espn.go.com/nfl/news/story?id=1585992 E. Gant,CIN,4,PEDs,,2010,http://blog.azcardinals.com/2010/06/21/gant-suspended-four-games/ D. Graham,HOU,4,PEDs,,2002,http://www.nytimes.com/2002/12/19/sports/nfl-texans-lineman-suspended.html L. Grant,FREE,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000161912/article/larry-grant-suspended-four-games-for-violating-nfl-drug-policy V. Green,SD,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7667289/denver-broncos-dj-williams-ryan-mcbean-virgil-green-suspended S. Gregory,NYJ,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5648428 C. Griffin,WAS,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8709862/cedric-griffin-washington-redskins-suspended-four-games W. Guy,SEA,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000098505/article/winston-guy-of-seahawks-suspended-for-illegal-substances J. Haden,CLE,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000060490/article/joe-haden-of-cleveland-browns-suspended-four-games A. Hall,TEN,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6927311/tennessee-titans-ahmard-hall-suspended-4-games-nfl J. Hanson,PHI,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4645055 J. Hawley,ATL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000097773/article/joe-hawley-of-atlanta-falcons-suspended-four-games-by-nfl K. Henderson,SF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html C. Henry,TEN,4,PEDs,,2007,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html W. Hill,NYG,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000078540/article/will-hill-suspended-by-nfl-for-violating-ped-policy A. Holmes,OAK,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22915004/raiders-wr-andre-holmes-suspended-for-ped-violation B. Irvin,DET,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9287069/bruce-irvin-seattle-seahawks-suspended-four-games A. Jackson,BAL,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000225102/article/ravens-asa-jackson-banned-8-games-for-violating-ped-policy R. James,ATL,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5364259 M. Jaworski,BUF,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html J. Jenkins,WAS,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000221583/article/redskins-jarvis-jenkins-suspended-4-games-for-peds T. Jervey,SF,4,PEDs,,1999,http://www.sfgate.com/sports/article/49ers-Notebook-Jervey-Suspended-for-Steroid-Use-2901850.php L. Johnson,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000367649/article/eagles-lane-johnson-suspended-four-games-for-peds D. Jordan,MIA,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000363402/article/dion-jordan-suspended-four-games-for-ped-violation J. Kennedy,NYG,4,PEDs,,2011,http://espn.go.com/new-york/nfl/story/_/id/7089792/new-york-giants-dt-jimmy-kennedy-suspended-nfl V. Kirk,STL,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends J. Knott,PHI,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000339592/article/jake-knott-suspended-for-violating-substance-abuse-policy L. Lawton,OAK,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4771154 M. Lehr,ATL,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2629991 T. Lewis,WAS,4,PEDs,,2011,http://www.washingtonpost.com/blogs/football-insider/post/report-redskins-trent-williams-and-fred-davis-to-be-suspended-for-four-games/2011/12/04/gIQAZJ6tSO_blog.html D. Love,MIN,4,PEDs,,2013,http://www.cbssports.com/nfl/eye-on-football/22974075/vikings-ol-demarcus-love-suspended-for-ped-violation D. Lutui,TEN,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000150698/article/deuce-lutui-suspended-by-nfl-for-drug-violation A. Madise,DEN,4,PEDs,,2005,http://sports.espn.go.com/nfl/news/story?id=1974527 R. Mathis,IND,4,PEDs,,2014,http://www.nfl.com/news/story/0ap2000000350988/article/colts-robert-mathis-suspended-four-games-for-ped G. McRath,TEN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5285379 S. Merriman,SD,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2635475 G. Miller,CHI,4,PEDs,,2013,http://www.nfl.com/news/story/0ap1000000209177/article/chicago-bears-gabe-miller-evan-rodriguez-apologize J. Miller,CHI,4,PEDs,,1999,http://www.nytimes.com/1999/12/02/sports/pro-football-bears-lose-miller-to-steroid-suspension.html N. Miller,STL,4,PEDs,,2012,http://profootball.scout.com/story/1159088-nick-miller-suspended-four-games D. Moch,CIN,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8048956/dontay-moch-cincinnati-bengals-suspended-four-games-peds J. Moffitt,CLE,4,PEDs,,2011,http://seattletimes.com/html/seahawksblog/2016949836_seahawksrookiejohnmoffittsuspendedforperformanceenhancingdrugs.html E. Moore,NYG,4,PEDs,,1993,http://www.nytimes.com/1993/07/30/sports/pro-football-giants-moore-faces-ban-by-nfl.html S. Morris,MIA,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2568282 M. Neal,GB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/7682945/nfl-suspends-mike-neal-green-bay-packers-1st-four-games S. Nealy,MIN,4,PEDs,,2014,http://espn.go.com/nfl/story/_/id/11204290/spencer-nealy-minnesota-vikings-suspended-four-games-ped-use A. Neblett,CAR,4,PEDs,,2012,http://www.nfl.com/news/story/09000d5d82aa5c20/article/andre-neblett-suspended-four-games-for-ped-violation K. Newman,ATL,4,PEDs,,2003,http://sports.espn.go.com/espn/wire?id=1606334 A. Odom,CIN,4,PEDs,,2010,http://sports.espn.go.com/nfl/news/story?id=5687593 C. Pace,NYJ,4,PEDs,,2009,http://sports.espn.go.com/nfl/news/story?id=4303126 J. Peppers,CAR,4,PEDs,,2002,http://www.nytimes.com/2002/12/04/sports/pro-football-peppers-to-serve-four-game-suspension.html K. Peterson,DEN,4,PEDs,,2007,http://www.denverpost.com/ci_6314165 L. Petitgout,TB,4,PEDs,,2008,http://tbo.com/sports/sports/2008/aug/20/sp-petitgout-violated-nfl-steroids-policy-ar-136563/ A. Pettis,STL,4,PEDs,,2014,http://www.foxsports.com/nfl/story/St-Louis-Rams-wide-receiver-Austin-Pettis-suspended-four-games-for-NFL-drug-policy-violation-122111?gt1=39002 A. Pinnock,SD,4,PEDs,,2004,http://www.utsandiego.com/news/2004/Nov/10/chargers-fullback-andrew-pinnock-suspended-for/ R. Putzier,SF,4,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends R. Razzano,TB,4,PEDs,,2005,http://sports.espn.go.com/espn/wire?section=nfl&id=2163692 L. Reynolds,JAX,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9967595/laroy-reynolds-jacksonville-jaguars-suspended-4-games-positive-test G. Robinson,ARI,4,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/09/22/gerell-robinson-gets-four-game-suspension/ S. Rogers,DET,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2630061 T. Sash,NYG,4,PEDs,,2012,http://espn.go.com/new-york/nfl/story/_/id/8219721/tyler-sash-new-york-giants-suspended-four-games T. Sauerbrun,DEN,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2512355 Q. Saulsberry,DEN,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000217875/article/quentin-saulsberry-of-denver-broncos-had-dui-arrest O. Scandrick,DAL,4,PEDs,MDMA,2014,http://espn.go.com/dallas/nfl/story/_/id/11341354/orlando-scandrick-dallas-cowboys-suspended-four-games-performance-enhancing-drugs S. Shanle,STL,4,PEDs,,2003,http://www.utsandiego.com/sports/nfl/20080921-9999-1s21list.html D. Shelton,CHI,4,PEDs,,2002,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html T.J. Slaughter,JAX,4,PEDs,,2002,http://articles.orlandosentinel.com/2002-09-07/sports/0209070474_1_slaughter-coleman-tennessee-titans R. Solt,PHI,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html B. Spikes,NE,4,PEDs,,2010,http://sports.espn.go.com/boston/nfl/news/story?id=5906897 S. Springs,SEA,4,PEDs,,2001,http://articles.philly.com/2001-11-28/sports/25320203_1_seahawks-springs-lamar-chapman-browns-president-carmen-policy J. Steed,PIT,4,PEDs,,1995,http://articles.chicagotribune.com/1995-10-24/sports/9510240320_1_nose-tackle-joel-steed-bernard-williams-nfl M. Stevens,PHI,4,PEDs,,1997,http://articles.philly.com/2014-07-02/sports/51005838_1_lane-johnson-groveton-linebacker-jake-knott M. Stroud,JAX,4,PEDs,,2007,http://sports.espn.go.com/nfl/news/story?id=3088185 A. Talib,TB,4,PEDs,,2012,http://www.nfl.com/news/story/0ap1000000079902/article/aqib-talib-of-buccaneers-suspended-four-games-for-adderall-use H. Taylor,CHI,4,PEDs,,1999,http://www.nytimes.com/2001/10/07/sports/pro-football-notebook-nfl-is-seeing-fewer-flaws-in-testing-players-for-drugs.html H. Thomas,NO,4,PEDs,,2006,http://sports.espn.go.com/nfl/news/story?id=2687451 J. Thomas,IND,4,PEDs,,2011,http://espn.go.com/nfl/story/_/id/7062953/indianapolis-colts-guard-jaime-thomas-banned-4-games-violating-steroid-policy R. Tucker,CLE,4,PEDs,,2007,http://www.nfl.com/news/story/09000d5d8012fe77/article/browns-offensive-lineman-ryan-tucker-suspended-4-games-for-violating-nfl-steroid-policy K. Uecker,GB,4,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/nfl-bans-15-for-drugs-or-steroids.html A. Ulmer,MIN,4,PEDs,,1997,http://www.apnewsarchive.com/1997/Vikings-rookie-suspended-for-steroid-use/id-6fa45c120b20b6e4d035442c8a62da30 J. Waddy,GB,4,PEDs,,1998,http://a.espncdn.com/nfl/columns/pasquarelli_len/1403350.html J. Welbourn,KC,4,PEDs,,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2150559 L. West,NYG,4,PEDs,,1999,http://static.espn.go.com/nfl/news/1999/1201/205894.html P. Wiggins,PIT,4,PEDs,,1998,http://alb.merlinone.net/mweb/wmsql.wm.request?oneimage&imageid=5942417 B. Williams,CIN,4,PEDs,,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-Bobbie-Williams-suspension-substance-abuse-policy-090311?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxsports%2FRSS%2FNFL+(FOXSports.com+News+for+NFL) K. Winslow,NYJ,4,PEDs,,2013,http://www.nfl.com/news/story/0ap2000000260647/article/kellen-winslow-suspended-4-games-for-ped-violation E. Wright,TB,4,PEDs,,2012,http://espn.go.com/nfl/story/_/id/8680228/eric-wright-tampa-bay-buccaneers-suspended-4-games F. Wycheck,WAS,4,PEDs,,1994,http://articles.philly.com/1994-11-30/sports/25868967_1_frank-wycheck-steroids-nfl-policy T. Zbikowski,FREE,4,PEDs,,2013,http://espn.go.com/nfl/story/_/id/9660103/nfl-suspends-free-agents-tom-zbikowski-brandon-mcdonald L. Ziemba,CAR,4,PEDs,,2012,http://blogs.charlotte.com/panthers/2012/10/ziemba-suspended-4-games-for-violating-ped-policy.html W. Welker,DEN,4,PEDs,,2014,http://www.usatoday.com/story/sports/nfl/broncos/2014/09/02/wes-welker-suspended-four-games-amphetamine-denver/14992795/ J. Allen,KC,4,Personal conduct,"DUI arrest, multiple",2007,http://sports.espn.go.com/nfl/news/story?id=2851494 J. Cooper,CAR,4,Personal conduct,"DUI arrest, drugs",2003,http://www.usatoday.com/sports/nfl/arrests/all/car/all/ M. Goodson,NYJ,4,Personal conduct,"Arrest, possession of weapon and marijuana",2013,http://espn.go.com/new-york/nfl/story/_/id/9603404/mike-goodson-new-york-jets-suspended-4-games C. Henry,CIN,4,Personal conduct,Mulitple arrests,2007,http://www.nfl.com/news/story/09000d5d80b58799/article/bengals-wr-henry-activated-after-serving-fourgame-suspension B. McKinnie,MIN,4,Personal conduct,"Accused of disorderly conduct, resisting arrest",2008,http://sports.espn.go.com/nfl/news/story?id=3560135 B. Roethlisberger,PIT,4,Personal conduct,Sexual assault,2012,http://www.nfl.com/news/story/09000d5d81a3eb23/article/goodell-reduces-roethlisbergers-suspension-to-four-games E. Warfield,KC,4,Personal conduct,"DUI arrest, multiple",2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2106473 M. Prater,DEN,4,Substance abuse,Alcohol-related,2014,http://www.nfl.com/news/story/0ap3000000383065/article/broncos-matt-prater-will-be-suspended-four-games F. Alexander,HOU,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/10873670/de-frank-alexander-carolina-panthers-suspended-four-games-violating-nfl-substance-abuse-policy J. Blackmon,JAX,4,Substance abuse,,2013,http://thebiglead.com/2013/04/30/justin-blackmon-of-the-jaguars-suspended-for-4-games-for-violating-league-policy-on-substance-abuse/ L. Brazill,IND,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214428/article/lavon-brazill-suspended-for-violating-substance-policy B. Collins,MIA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000214394/article/brandon-collins-banned-for-violating-substance-policy F. Davis,WAS,4,Substance abuse,Marijuana-related,2011,http://www.cbssports.com/nfl/eye-on-football/24448694/redskins-te-fred-davis-suspended-Indefiniteinitely-by-nfl J. Ferguson,NYJ,4,Substance abuse,,1999,http://sports.espn.go.com/nfl/news/story?id=4973457 W. Green,CLE,4,Substance abuse,Marijuana-related,2003,http://sports.espn.go.com/nfl/news/story?id=1665738 R. Harrison,NE,4,Substance abuse,,2007,http://sports.espn.go.com/nfl/news/story?id=2999994 W. Hill,NYG,4,Substance abuse,Marijuana-related,2013,http://espn.go.com/new-york/nfl/story/_/id/11007693/will-hill-new-york-giants-suspended-six-games-violating-nfl-substance-abuse-policy S. Holmes,NYJ,4,Substance abuse,,2010,http://sports.espn.go.com/new-york/nfl/news/story?id=5077088 J. Hosley,TEN,4,Substance abuse,,2014,http://www.nfl.com/news/story/0ap2000000355977/article/giants-jayron-hosley-suspended-for-four-games R. Jackson,WAS,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000152373/article/washington-redskins-lb-rob-jackson-suspended-four-games T. Jackson,TB,4,Substance abuse,,2009,http://www.nfl.com/news/story/0ap2000000364087/article/tanard-jackson-suspended-Indefiniteinitely-by-nfl J. James,ARI,4,Substance abuse,,2013,http://profootballtalk.nbcsports.com/2013/02/13/javarris-james-suspended-four-games/ V. Miller,DEN,4,Substance abuse,Marijuana-related,2013,http://www.denverpost.com/ci_23711440/broncos-star-von-miller-suspended-four-games-by O. Mobley,DEN,4,Substance abuse,,1989,http://articles.chicagotribune.com/1989-08-30/sports/8901090097_1_steroid-drug-policy-league-spokesman-joe-browne B. Moore,WAS,4,Substance abuse,,2014,http://www.cbssports.com/nfl/eye-on-football/24519089/redskins-de-brandon-moore-suspended-4-games S. Nelson,BUF,4,Substance abuse,,2010,http://www.buffalobills.com/news/article-3/TE-Nelson-suspended-for-first-four-games/b4507a26-f7ac-4bf9-9cf7-c47b2f079781 B. Reed,PIT,4,Substance abuse,,2013,http://www.behindthesteelcurtain.com/2013/7/19/4537156/former-steelers-receiver-bert-reed-suspended-four-games D. Robinson,CAR,4,Substance abuse,,2010,http://sports.espn.go.com/nfl/news/story?id=5906973 A. Sanders,JAX,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11249916/ace-sanders-jacksonville-jaguars-takes-leave-suspension-looming V. Taua,SEA,4,Substance abuse,,2013,http://seattletimes.com/html/seahawks/2022327022_seahawks25xml.html C. Thompson,BAL,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000156390/article/christian-thompson-suspended-by-nfl-for-substance-abuse W. Thurmond,SEA,4,Substance abuse,,2013,http://www.nfl.com/news/story/0ap2000000286330/article/walter-thurmond-to-drop-appeal-of-4game-suspension D. Washington,ARI,4,Substance abuse,,2012,http://www.nfl.com/news/story/0ap2000000354739/article/daryl-washington-suspended-for-at-least-one-year R. Watkins,KC,4,Substance abuse,,2014,http://espn.go.com/nfl/story/_/id/11173854/rokevious-watkins-kansas-city-chiefs-suspended-four-games-violating-nfl-substance-abuse-policy L. White,FREE,4,Substance abuse,,2010,http://www.nfl.com/news/story/09000d5d818ee863/article/nfl-reveals-fourgame-ban-for-white-eightgamer-for-thomas R. Williams,MIA,4,Substance abuse,,2005,http://sports.espn.go.com/nfl/news/story?id=2421774 B. Browner,SEA,4,"Substance abuse, repeated offense",,2013,http://profootballtalk.nbcsports.com/2014/03/05/browner-is-reinstated-with-four-game-suspension/ J. Lewis,BAL,4,"Substance abuse, repeated offense",,2004,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=1279780 A. Smith,HOU,3,In-game violence,Ripping off opponent's helmet,2013,http://www.nfl.com/news/story/0ap1000000233139/article/houston-texans-de-antonio-smiths-suspension-appeal-denied V. Amoia,NO,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html J. Brandom,ARI,3,PEDs,,1990,http://articles.latimes.com/1990-08-14/sports/sp-693_1_offensive-linemen L. Cheek,DAL,3,PEDs,,1990,http://www.nytimes.com/1990/08/17/sports/drug-suspension-for-bax-of-bucs.html B. Hartmann,WAS,3,PEDs,,2012,http://profootballtalk.nbcsports.com/2012/05/22/hartmann-explains-his-three-game-suspension/ M. Mraz,LA,3,PEDs,,1989,http://articles.latimes.com/1989-08-30/sports/sp-1284_1_nfl-suspends B. Riley,NYJ,3,PEDs,,1989,http://www.nytimes.com/1989/08/30/sports/two-suspended-jets-are-out-of-a-job.html C. Benson,DEN,3,Personal conduct,Misdemeanour assault,2014,http://www.foxsports.com/nfl/story/Cincinnati-Bengals-RB-Cedric-Benson-suspended-three-games-092211 A. Berry,CLE,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000052406/article/aaron-berry-gets-3game-nfl-suspension-for-arrests J. Felton,CAR,3,Personal conduct,Reckless driving,2013,http://www.nfl.com/news/story/0ap1000000234517/article/minnesota-vikings-jerome-felton-suspended-3-games C. Haggans,WAS,3,Personal conduct,DUI arrest,2013,http://www.mercurynews.com/49ers/ci_21575932/san-francisco-49ers-linebacker-clark-haggans-suspended?source=rss_viewed V. Jackson,SD,3,Personal conduct,DUI arrest,2010,http://sports.espn.go.com/nfl/news/story?id=5345629 D. Jarrett,CAR,3,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/09000d5d829ad13c/article/dwayne-jarrett-announces-retirement-from-football M. Jones,JAX,3,Personal conduct,"Arrest, cocaine possession",2009,http://sports.espn.go.com/nfl/news/story?id=4207106 M. Lynch,BUF,3,Personal conduct,Misdemeanour gun charge,2009,http://sports.espn.go.com/nfl/news/story?id=4054396 M. Pittman,TB,3,Personal conduct,Domestic violence,2004,http://sports.espn.go.com/nfl/news/story?id=1826233 D. Washington,KC,3,Personal conduct,"DUI, marijuana-related",2012,http://www.nfl.com/news/story/09000d5d82ab54ab/article/kansas-city-chiefs-donald-washington-charged-with-dui D.J. Williams,DEN,3,Personal conduct,DUI arrest,2012,http://espn.go.com/nfl/story/_/id/8466699/denver-broncos-linebacker-dj-williams-suspended-3-more-games L. Irvin,LA,3,Substance abuse,Marijuana-related,1989,http://articles.latimes.com/1989-08-30/sports/sp-1280_1_leroy-irvin J. Simpson,IND,3,Substance abuse,Marijuana-related,2012,http://espn.go.com/nfl/story/_/id/7849039/free-agent-receiver-jerome-simpson-suspended-three-games-league-source-says C. Martin,GB,2,In-game violence,Illegal hit,1986,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock N. Suh,DET,2,In-game violence,Stomping on player,2011,http://espn.go.com/nfl/story/_/id/7293935/ndamukong-suh-detroit-lions-suspended-two-games-pay W. Smith,NO,2,PEDs,,2012,http://www.nfl.com/news/story/09000d5d821ea898/article/nfl-suspends-vikes-williams-saints-smith-in-starcaps-case K. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games P. Williams,MIN,2,PEDs,,2011,http://espn.go.com/nfl/story/_/id/6922853/nfl-suspends-minnesota-vikings-kevin-williams-three-others-two-games S. Brandon,DEN,2,Personal conduct,Domestic violence,2007,http://www.denverpost.com/broncos/ci_6362668 J. Bridges,ARI,2,Personal conduct,"Arrest, misdemeanour assault for pointing gun at stripper",2012,http://www.newsobserver.com/2012/11/14/2482573/guard-jeremy-bridges-to-get-2nd.html F. Evans,MIN,2,Personal conduct,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d80496e88/article/vikings-evans-gets-twogame-suspension-per-nfl-conduct-policy L. Hill,SEA,2,Personal conduct,Domestic violence,2013,http://www.nfl.com/news/story/0ap1000000132752/article/seattle-seahawks-leroy-hill-arrested-on-assault-charges M. Leshoure,DET,2,Personal conduct,"Arrest, Marijuana-related",2012,http://www.nfl.com/news/story/09000d5d829cc3b8/article/mikel-leshoure-suspended-two-games-by-nfl B. McDonald,FREE,2,Personal conduct,,2013,http://www.usatoday.com/story/sports/nfl/2013/09/10/nfl-suspends-tom-zbikowski-brandon-mcdonald/2795979/ B. Underwood,GB,2,Personal conduct,Domestic violence,2011,http://www.nationalfootballpost.com/Report-NFL-suspends-Brandon-Underwood-for-2-games.html M. Vick,ATL,2,Personal conduct,Dogfighting,2007,http://espn.go.com/blog/nflnation/tag/_/name/frank-filchock C. Williams,BAL,2,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5401102 J. Babineaux,SEA,2,Substance abuse,,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html J. Gordon,CLE,2,Substance abuse,,2013,http://www.nfl.com/news/story/0ap1000000210218/article/josh-gordon-suspended-two-cleveland-browns-games D. Goldson,DEN,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284209/article/bucs-dashon-goldson-has-onegame-suspension-upheld M. Griffin,TEN,1,In-game violence,Illegal hit,2013,http://www.nfl.com/news/story/0ap2000000287948/article/titans-michael-griffin-suspended-1-game-for-illegal-hit J. Harrison,PIT,1,In-game violence,Helmet-to-helmet hit,2011,http://espn.go.com/nfl/story/_/id/7348112/pittsburgh-steelers-james-harrison-banned-1-game-hit-cleveland-browns-colt-mccoy J. Mays,DEN,1,In-game violence,Helmet-to-helmet hit,2012,http://www.nfl.com/news/story/0ap1000000066219/article/joe-mays-suspended-one-game-for-hit-on-matt-schaub B. Meriweather,WAS,1,In-game violence,Helmet-to-helmet hit,2013,http://www.nfl.com/news/story/0ap2000000268595/article/brandon-meriweathers-suspension-reduced-to-1-game E. Walden,IND,1,In-game violence,Head-butt,2013,http://www.nfl.com/news/story/0ap2000000284117/article/erik-walden-has-onegame-ban-for-headbutt-upheld J. Babineaux,ATL,1,Personal conduct,Accused of battery and resisting arrest,2010,http://usatoday30.usatoday.com/sports/football/nfl/falcons/2010-08-03-jonathan-babineaux_N.htm C. Benson,PIT,1,Personal conduct,Misdemeanour assault,2014,http://espn.go.com/nfl/story/_/id/7119178/suspension-cincinnati-bengals-cedric-benson-reduced-1-game-3 R. Bernard,SEA,1,Personal conduct,Assault,2008,http://seattletimes.com/html/seahawks/2008148770_webhawk31.html M. Boley,NYG,1,Personal conduct,Domestic violence,2009,http://sports.espn.go.com/nfl/news/story?id=4311313 K. Britt,TEN,1,Personal conduct,DUI arrest,2012,http://www.nfl.com/news/story/0ap1000000056660/article/kenny-britt-of-titans-suspended-one-game-by-nfl D. Carswell,DEN,1,Personal conduct,Domestic violence,2003,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Dobbs,SF,1,Personal conduct,"DUI arrest, possession of marijuana",2013,http://espn.go.com/nfl/trainingcamp13/story/_/id/9568430/demarcus-dobbs-san-francisco-49ers-suspended-week-1 B. Hopkins,TEN,1,Personal conduct,Domestic violence,2005,http://sports.espn.go.com/nfl/columns/story?columnist=pasquarelli_len&id=2138940 L. Johnson,KC,1,Personal conduct,Simple assault for spitting drink in a woman's face,2008,http://sports.espn.go.com/nfl/news/story?id=3675871 R. Manning,CHI,1,Personal conduct,Felony arrest charges,2006,http://sports.espn.go.com/nfl/news/story?id=2672378 B. Marshall,DEN,1,Personal conduct,Domestic violence,2012,http://www.nfl.com/news/story/09000d5d827969b7/article/report-brandon-marshall-accused-of-hitting-woman-outside-club T. McDaniel,TB,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5622330 Q. Ojinnaka,ATL,1,Personal conduct,Domestic violence,2010,http://sports.espn.go.com/nfl/news/story?id=5249193 M. Purify,CIN,1,Personal conduct,Disorderly conduct,2010,http://espn.go.com/blog/afcnorth/post/_/id/16670/bengals-wr-purify-suspended-one-game D. Rhodes,CAR,1,Personal conduct,Reckless driving,2007,http://sports.espn.go.com/nfl/news/story?id=2925395 V. Riley,KC,1,Personal conduct,Domestic violence,2002,http://a.espncdn.com/nfl/news/2003/0703/1576427.html D. Rodgers,MIA,1,Personal conduct,Domestic violence,2003,http://articles.sun-sentinel.com/2002-07-19/sports/0207190115_1_derrick-rodgers-kareff-rodgers-william-peguero A. Talib,TB,1,Personal conduct,"Simple battery, resisting arrest",2009,http://www.denverpost.com/broncos/ci_25352579/broncos-cornerback-aqib-talib-comes-denver-plenty-baggage F. Washington,OAK,1,Personal conduct,Domestic violence,2008,http://espn.go.com/blog/baltimore-ravens/post/_/id/10593/what-punishment-should-ray-rice-expect P. Zukauskas,CLE,1,Personal conduct,DUI (acquitted),2004,http://www.usatoday.com/sports/nfl/arrests/ N. Bradham,BUF,1,Substance abuse,Marijuana-related,2014,http://www.nfl.com/news/story/0ap2000000371523/article/bills-lb-nigel-bradham-suspended-for-opening-game N. Collins,CHI,1,Substance abuse,Marijuana-related,2012,http://www.nfl.com/news/story/09000d5d82aaddb5/article/chicago-bears-dt-nate-collins-suspended-one-game-by-nfl T. Hali,KC,1,Substance abuse,,2012,http://espn.go.com/nfl/trainingcamp12/story/_/id/8284849/kansas-city-chiefs-tamba-hali-suspended-one-game-nfl I. Pead,STL,1,Substance abuse,Marijuana-related,2013,http://www.nfl.com/news/story/0ap1000000208343/article/isaiah-pead-suspended-for-substance-abuse-violation D. Reed,BAL,1,Substance abuse,Marijuana-related,2011,http://www.nfl.com/news/story/09000d5d821eb87b/article/ravens-david-reed-suspended-for-substanceabuse-violation L. Wilson,NO,1,Substance abuse,Marijuana-related,2012,http://profootballtalk.nbcsports.com/2012/07/06/saints-linebacker-lawrence-wilson-suspended-fined-by-league/ D. Scott,MIN,3,Personal conduct,Child endangerment,2008,http://sports.espn.go.com/nfl/news/story?id=3487505 \ No newline at end of file