diff --git a/README.md b/README.md
index dde17ad0..4a828187 100644
--- a/README.md
+++ b/README.md
@@ -55,62 +55,8 @@ Visit following repos to see projects contributed by Azure ML users:
- [Fine tune natural language processing models using Azure Machine Learning service](https://github.com/Microsoft/AzureML-BERT)
- [Fashion MNIST with Azure ML SDK](https://github.com/amynic/azureml-sdk-fashion)
- ## Azure Machine Learning Resources & Links
-## Product Documentation
-- [Azure Machine Learning service](https://docs.microsoft.com/en-us/azure/machine-learning/service/)
-- [Azure Machine Learning Studio](https://docs.microsoft.com/en-us/azure/machine-learning/studio/)
-
-## Product Team Blogs
-- [What’s new in Azure Machine Learning service](https://aka.ms/aml-blog-whats-new)
-- [Announcing automated ML capability in Azure Machine Learning](https://aka.ms/aml-blog-automl)
-- [Experimentation using Azure Machine Learning](https://aka.ms/aml-blog-experimentation)
-- [Azure AI – Making AI real for business](https://aka.ms/aml-blog-overview)
-
-## Community Blogs
-- [Power Bat – How Spektacom is Powering the Game of Cricket with Microsoft AI](https://blogs.technet.microsoft.com/machinelearning/2018/10/11/power-bat-how-spektacom-is-powering-the-game-of-cricket-with-microsoft-ai/)
-
-## Ignite 2018 Public Preview Launch Sessions
-- [AI with Azure Machine Learning services: Simplifying the data science process](https://myignite.techcommunity.microsoft.com/sessions/66248)
-- [AI TechTalk: Azure Machine Learning SDK - a walkthrough](https://myignite.techcommunity.microsoft.com/sessions/66265)
-- [AI for an intelligent cloud and intelligent edge: Discover, deploy, and manage with Azure ML services](https://myignite.techcommunity.microsoft.com/sessions/65389)
-- [Generating high quality models efficiently using Automated ML and Hyperparameter Tuning](https://myignite.techcommunity.microsoft.com/sessions/66245)
-- [AI for pros: Deep learning with PyTorch using the Azure Data Science Virtual Machine and scaling training with Azure ML](https://myignite.techcommunity.microsoft.com/sessions/66244)
-
-## Get-started Videos on YouTube
-- [Get started with Python SDK](https://youtu.be/VIsXeTuW3FU)
-- [Get started from Azure Portal](https://youtu.be/lCkYUHV86Mk)
-
-
-## Third Party Articles
-- [Azure’s new machine learning features embrace Python](https://www.infoworld.com/article/3306840/azure/azures-new-machine-learning-features-embrace-python.html) (InfoWorld)
-- [How to use Azure ML in Windows 10](https://www.infoworld.com/article/3308381/azure/how-to-use-azure-ml-in-windows-10.html) (InfoWorld)
-- [How Azure ML Streamlines Cloud-based Machine Learning](https://thenewstack.io/how-the-azure-ml-streamlines-cloud-based-machine-learning/) (The New Stack)
-- [Facebook launches PyTorch 1.0 with integrations for Google Cloud, AWS, and Azure Machine Learning](https://venturebeat.com/2018/10/02/facebook-launches-pytorch-1-0-integrations-for-google-cloud-aws-and-azure-machine-learning/) (VentureBeat)
-- [How Microsoft Uses Machine Learning to Help You Build Machine Learning Pipelines](https://towardsdatascience.com/how-microsoft-uses-machine-learning-to-help-you-build-machine-learning-pipelines-be75f710613b) (Towards Data Science)
-- [Microsoft's Machine Learning Tools for Developers Get Smarter](https://techcrunch.com/2018/09/24/microsofts-machine-learning-tools-for-developers-get-smarter/) (TechCrunch)
-- [Microsoft introduces Azure service to automatically build AI models](https://venturebeat.com/2018/09/24/microsoft-introduces-azure-service-to-automatically-build-ai-models/) (VentureBeat)
-
-## Community Projects
-- [Use Papermill with Azure ML](https://github.com/jreynolds01/papermill_execution_azureml/)
-- [Fashion MNIST](https://github.com/amynic/azureml-sdk-fashion)
-- Keras on Databricks
-- [Samples from CSS](https://github.com/Azure/AMLSamples)
-
-
-## Azure Machine Learning Studio Resources
-- [A-Z Machine Learning using Azure Machine Learning (AzureML)](https://www.udemy.com/machine-learning-using-azureml/)
-- [Machine Learning In The Cloud With Azure Machine Learning](https://www.udemy.com/machine-learning-in-the-cloud-with-azure-machine-learning/)
-- [How to Become A Data Scientist Using Azure Machine Learning](https://www.udemy.com/azure-machine-learning-introduction/)
-- [Learn Azure Machine Learning from scratch](https://www.udemy.com/learn-azure-machine-learning-from-scratch/)
-- [Azure Machine Learning Studio PowerShell Module](https://aka.ms/amlps)
-
-## Forum Help
-- [Azure Machine Learning service](https://social.msdn.microsoft.com/Forums/en-US/home?forum=AzureMachineLearningService)
-- [Azure Machine Learning Studio](https://social.msdn.microsoft.com/forums/azure/en-US/home?forum=MachineLearning)
-
-
## Data/Telemetry
-This repository collects usage data and sends it to Microsoft to help improve our products and services. Read Microsoft's [privacy statement to learn more](https://privacy.microsoft.com/en-US/privacystatement)
+This repository collects usage data and sends it to Mircosoft to help improve our products and services. Read Microsoft's [privacy statement to learn more](https://privacy.microsoft.com/en-US/privacystatement)
To opt out of tracking, please go to the raw markdown or .ipynb files and remove the following line of code:
@@ -119,5 +65,14 @@ To opt out of tracking, please go to the raw markdown or .ipynb files and remove
```
This URL will be slightly different depending on the file.
+## Data/Telemetry
+This repository collects usage data and sends it to Mircosoft to help improve our products and services. Read Microsoft's [privacy statement to learn more](https://privacy.microsoft.com/en-US/privacystatement)
+
+To opt out of tracking, please go to the raw markdown or .ipynb files and remove the following line of code:
+
+```sh
+ ""
+```
+This URL will be slightly different depending on the file.
diff --git a/how-to-use-azureml/README.md b/how-to-use-azureml/README.md
index b1c31812..cedd4581 100644
--- a/how-to-use-azureml/README.md
+++ b/how-to-use-azureml/README.md
@@ -2,7 +2,7 @@
Learn how to use Azure Machine Learning services for experimentation and model management.
-If you are using an Azure Machine Learning Notebook VM, you are all set. Otherwise, go through the [configuration Notebook](../configuration.ipynb) first if you haven't already to establish your connection to the AzureML Workspace. Then, run the notebooks in following recommended order.
+As a pre-requisite, run the [configuration Notebook](../configuration.ipynb) notebook first to set up your Azure ML Workspace. Then, run the notebooks in following recommended order.
* [train-within-notebook](./training/train-within-notebook): Train a model hile tracking run history, and learn how to deploy the model as web service to Azure Container Instance.
* [train-on-local](./training/train-on-local): Learn how to submit a run to local computer and use Azure ML managed run configuration.
@@ -15,6 +15,3 @@ If you are using an Azure Machine Learning Notebook VM, you are all set. Otherw
* [enable-app-insights-in-production-service](./deployment/enable-app-insights-in-production-service) Learn how to use App Insights with production web service.
Find quickstarts, end-to-end tutorials, and how-tos on the [official documentation site for Azure Machine Learning service](https://docs.microsoft.com/en-us/azure/machine-learning/service/).
-
-
- 
diff --git a/how-to-use-azureml/automated-machine-learning/automl_env.yml b/how-to-use-azureml/automated-machine-learning/automl_env.yml
index 6a3cd379..0dc80e8f 100644
--- a/how-to-use-azureml/automated-machine-learning/automl_env.yml
+++ b/how-to-use-azureml/automated-machine-learning/automl_env.yml
@@ -10,7 +10,7 @@ dependencies:
- urllib3<1.24
- scipy>=1.0.0,<=1.1.0
- scikit-learn>=0.19.0,<=0.20.3
-- pandas>=0.22.0,<0.23.0
+- pandas>=0.22.0,<=0.23.4
- py-xgboost<=0.80
- pip:
diff --git a/how-to-use-azureml/automated-machine-learning/classification-with-deployment/auto-ml-classification-with-deployment.ipynb b/how-to-use-azureml/automated-machine-learning/classification-with-deployment/auto-ml-classification-with-deployment.ipynb
index 9052e55c..2e00e9c3 100644
--- a/how-to-use-azureml/automated-machine-learning/classification-with-deployment/auto-ml-classification-with-deployment.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/classification-with-deployment/auto-ml-classification-with-deployment.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -18,7 +25,7 @@
"\n",
"## Contents\n",
"1. [Introduction](#Introduction)\n",
- "1. [Setup](#setup)\n",
+ "1. [Setup](#Setup)\n",
"1. [Train](#Train)\n",
"1. [Deploy](#Deploy)\n",
"1. [Test](#Test)"
@@ -49,7 +56,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "## Setup \n",
+ "## Setup\n",
"\n",
"As part of the setup you have already created an Azure ML `Workspace` object. For AutoML you will need to create an `Experiment` object, which is a named object in a `Workspace` used to run experiments."
]
@@ -500,4 +507,4 @@
},
"nbformat": 4,
"nbformat_minor": 2
-}
+}
\ No newline at end of file
diff --git a/how-to-use-azureml/automated-machine-learning/classification-with-onnx/auto-ml-classification-with-onnx.ipynb b/how-to-use-azureml/automated-machine-learning/classification-with-onnx/auto-ml-classification-with-onnx.ipynb
index bbd35031..a555a3a5 100644
--- a/how-to-use-azureml/automated-machine-learning/classification-with-onnx/auto-ml-classification-with-onnx.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/classification-with-onnx/auto-ml-classification-with-onnx.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -66,11 +73,12 @@
"import numpy as np\n",
"import pandas as pd\n",
"from sklearn import datasets\n",
+ "from sklearn.model_selection import train_test_split\n",
"\n",
"import azureml.core\n",
"from azureml.core.experiment import Experiment\n",
"from azureml.core.workspace import Workspace\n",
- "from azureml.train.automl import AutoMLConfig"
+ "from azureml.train.automl import AutoMLConfig, constants"
]
},
{
@@ -106,7 +114,7 @@
"source": [
"## Data\n",
"\n",
- "This uses scikit-learn's [load_digits](http://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_digits.html) method."
+ "This uses scikit-learn's [load_iris](https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_iris.html) method."
]
},
{
@@ -115,11 +123,17 @@
"metadata": {},
"outputs": [],
"source": [
- "digits = datasets.load_digits()\n",
+ "iris = datasets.load_iris()\n",
+ "X_train, X_test, y_train, y_test = train_test_split(iris.data, \n",
+ " iris.target, \n",
+ " test_size=0.2, \n",
+ " random_state=0)\n",
"\n",
- "# Exclude the first 100 rows from training so that they can be used for test.\n",
- "X_train = digits.data[100:,:]\n",
- "y_train = digits.target[100:]"
+ "# Convert the X_train and X_test to pandas DataFrame and set column names,\n",
+ "# This is needed for initializing the input variable names of ONNX model, \n",
+ "# and the prediction with the ONNX model using the inference helper.\n",
+ "X_train = pd.DataFrame(X_train, columns=['c1', 'c2', 'c3', 'c4'])\n",
+ "X_test = pd.DataFrame(X_test, columns=['c1', 'c2', 'c3', 'c4'])"
]
},
{
@@ -155,9 +169,10 @@
" primary_metric = 'AUC_weighted',\n",
" iteration_timeout_minutes = 60,\n",
" iterations = 10,\n",
- " verbosity = logging.INFO,\n",
+ " verbosity = logging.INFO, \n",
" X = X_train, \n",
" y = y_train,\n",
+ " preprocess=True,\n",
" enable_onnx_compatible_models=True,\n",
" path = project_folder)"
]
@@ -253,6 +268,65 @@
"onnx_fl_path = \"./best_model.onnx\"\n",
"OnnxConverter.save_onnx_model(onnx_mdl, onnx_fl_path)"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Predict with the ONNX model, using onnxruntime package"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import sys\n",
+ "import json\n",
+ "from azureml.automl.core.onnx_convert import OnnxConvertConstants\n",
+ "\n",
+ "if sys.version_info < OnnxConvertConstants.OnnxIncompatiblePythonVersion:\n",
+ " python_version_compatible = True\n",
+ "else:\n",
+ " python_version_compatible = False\n",
+ "\n",
+ "try:\n",
+ " import onnxruntime\n",
+ " from azureml.automl.core.onnx_convert import OnnxInferenceHelper \n",
+ " onnxrt_present = True\n",
+ "except ImportError:\n",
+ " onnxrt_present = False\n",
+ "\n",
+ "def get_onnx_res(run):\n",
+ " res_path = '_debug_y_trans_converter.json'\n",
+ " run.download_file(name=constants.MODEL_RESOURCE_PATH_ONNX, output_file_path=res_path)\n",
+ " with open(res_path) as f:\n",
+ " onnx_res = json.load(f)\n",
+ " return onnx_res\n",
+ "\n",
+ "if onnxrt_present and python_version_compatible: \n",
+ " mdl_bytes = onnx_mdl.SerializeToString()\n",
+ " onnx_res = get_onnx_res(best_run)\n",
+ "\n",
+ " onnxrt_helper = OnnxInferenceHelper(mdl_bytes, onnx_res)\n",
+ " pred_onnx, pred_prob_onnx = onnxrt_helper.predict(X_test)\n",
+ "\n",
+ " print(pred_onnx)\n",
+ " print(pred_prob_onnx)\n",
+ "else:\n",
+ " if not python_version_compatible:\n",
+ " print('Please use Python version 3.6 to run the inference helper.') \n",
+ " if not onnxrt_present:\n",
+ " print('Please install the onnxruntime package to do the prediction with ONNX model.')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
diff --git a/how-to-use-azureml/automated-machine-learning/classification-with-whitelisting/auto-ml-classification-with-whitelisting.ipynb b/how-to-use-azureml/automated-machine-learning/classification-with-whitelisting/auto-ml-classification-with-whitelisting.ipynb
index 61c6fde0..2723a277 100644
--- a/how-to-use-azureml/automated-machine-learning/classification-with-whitelisting/auto-ml-classification-with-whitelisting.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/classification-with-whitelisting/auto-ml-classification-with-whitelisting.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/classification/auto-ml-classification.ipynb b/how-to-use-azureml/automated-machine-learning/classification/auto-ml-classification.ipynb
index bd4b2087..cc5fd649 100644
--- a/how-to-use-azureml/automated-machine-learning/classification/auto-ml-classification.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/classification/auto-ml-classification.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/dataprep-remote-execution/auto-ml-dataprep-remote-execution.ipynb b/how-to-use-azureml/automated-machine-learning/dataprep-remote-execution/auto-ml-dataprep-remote-execution.ipynb
index fbf7b09c..2cc9db13 100644
--- a/how-to-use-azureml/automated-machine-learning/dataprep-remote-execution/auto-ml-dataprep-remote-execution.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/dataprep-remote-execution/auto-ml-dataprep-remote-execution.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/dataprep/auto-ml-dataprep.ipynb b/how-to-use-azureml/automated-machine-learning/dataprep/auto-ml-dataprep.ipynb
index 4af365d9..c8812808 100644
--- a/how-to-use-azureml/automated-machine-learning/dataprep/auto-ml-dataprep.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/dataprep/auto-ml-dataprep.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/exploring-previous-runs/auto-ml-exploring-previous-runs.ipynb b/how-to-use-azureml/automated-machine-learning/exploring-previous-runs/auto-ml-exploring-previous-runs.ipynb
index 309f00d4..3e05980f 100644
--- a/how-to-use-azureml/automated-machine-learning/exploring-previous-runs/auto-ml-exploring-previous-runs.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/exploring-previous-runs/auto-ml-exploring-previous-runs.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/forecasting-bike-share/auto-ml-forecasting-bike-share.ipynb b/how-to-use-azureml/automated-machine-learning/forecasting-bike-share/auto-ml-forecasting-bike-share.ipynb
index 8053693c..6a063f5e 100644
--- a/how-to-use-azureml/automated-machine-learning/forecasting-bike-share/auto-ml-forecasting-bike-share.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/forecasting-bike-share/auto-ml-forecasting-bike-share.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/forecasting-energy-demand/auto-ml-forecasting-energy-demand.ipynb b/how-to-use-azureml/automated-machine-learning/forecasting-energy-demand/auto-ml-forecasting-energy-demand.ipynb
index bbfbc613..9e29e167 100644
--- a/how-to-use-azureml/automated-machine-learning/forecasting-energy-demand/auto-ml-forecasting-energy-demand.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/forecasting-energy-demand/auto-ml-forecasting-energy-demand.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/forecasting-orange-juice-sales/auto-ml-forecasting-orange-juice-sales.ipynb b/how-to-use-azureml/automated-machine-learning/forecasting-orange-juice-sales/auto-ml-forecasting-orange-juice-sales.ipynb
index e0da28d0..d157c9a7 100644
--- a/how-to-use-azureml/automated-machine-learning/forecasting-orange-juice-sales/auto-ml-forecasting-orange-juice-sales.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/forecasting-orange-juice-sales/auto-ml-forecasting-orange-juice-sales.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/missing-data-blacklist-early-termination/auto-ml-missing-data-blacklist-early-termination.ipynb b/how-to-use-azureml/automated-machine-learning/missing-data-blacklist-early-termination/auto-ml-missing-data-blacklist-early-termination.ipynb
index 6fadb639..840cdd80 100644
--- a/how-to-use-azureml/automated-machine-learning/missing-data-blacklist-early-termination/auto-ml-missing-data-blacklist-early-termination.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/missing-data-blacklist-early-termination/auto-ml-missing-data-blacklist-early-termination.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/model-explanation/auto-ml-model-explanation.ipynb b/how-to-use-azureml/automated-machine-learning/model-explanation/auto-ml-model-explanation.ipynb
index 3d473cc7..fff6cc0d 100644
--- a/how-to-use-azureml/automated-machine-learning/model-explanation/auto-ml-model-explanation.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/model-explanation/auto-ml-model-explanation.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/regression/auto-ml-regression.ipynb b/how-to-use-azureml/automated-machine-learning/regression/auto-ml-regression.ipynb
index bb43ea3b..804e8ff7 100644
--- a/how-to-use-azureml/automated-machine-learning/regression/auto-ml-regression.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/regression/auto-ml-regression.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/remote-amlcompute/auto-ml-remote-amlcompute.ipynb b/how-to-use-azureml/automated-machine-learning/remote-amlcompute/auto-ml-remote-amlcompute.ipynb
index aa991391..9af1b1c3 100644
--- a/how-to-use-azureml/automated-machine-learning/remote-amlcompute/auto-ml-remote-amlcompute.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/remote-amlcompute/auto-ml-remote-amlcompute.ipynb
@@ -1,548 +1,555 @@
{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Copyright (c) Microsoft Corporation. All rights reserved.\n",
- "\n",
- "Licensed under the MIT License."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Automated Machine Learning\n",
- "_**Remote Execution using AmlCompute**_\n",
- "\n",
- "## Contents\n",
- "1. [Introduction](#Introduction)\n",
- "1. [Setup](#Setup)\n",
- "1. [Data](#Data)\n",
- "1. [Train](#Train)\n",
- "1. [Results](#Results)\n",
- "1. [Test](#Test)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Introduction\n",
- "In this example we use the scikit-learn's [digit dataset](http://scikit-learn.org/stable/datasets/index.html#optical-recognition-of-handwritten-digits-dataset) to showcase how you can use AutoML for a simple classification problem.\n",
- "\n",
- "Make sure you have executed the [configuration](../../../configuration.ipynb) before running this notebook.\n",
- "\n",
- "In this notebook you would see\n",
- "1. Create an `Experiment` in an existing `Workspace`.\n",
- "2. Create or Attach existing AmlCompute to a workspace.\n",
- "3. Configure AutoML using `AutoMLConfig`.\n",
- "4. Train the model using AmlCompute\n",
- "5. Explore the results.\n",
- "6. Test the best fitted model.\n",
- "\n",
- "In addition this notebook showcases the following features\n",
- "- **Parallel** executions for iterations\n",
- "- **Asynchronous** tracking of progress\n",
- "- **Cancellation** of individual iterations or the entire run\n",
- "- Retrieving models for any iteration or logged metric\n",
- "- Specifying AutoML settings as `**kwargs`"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Setup\n",
- "\n",
- "As part of the setup you have already created an Azure ML `Workspace` object. For AutoML you will need to create an `Experiment` object, which is a named object in a `Workspace` used to run experiments."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "import logging\n",
- "import os\n",
- "import csv\n",
- "\n",
- "from matplotlib import pyplot as plt\n",
- "import numpy as np\n",
- "import pandas as pd\n",
- "from sklearn import datasets\n",
- "\n",
- "import azureml.core\n",
- "from azureml.core.experiment import Experiment\n",
- "from azureml.core.workspace import Workspace\n",
- "from azureml.train.automl import AutoMLConfig"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "ws = Workspace.from_config()\n",
- "\n",
- "# Choose a name for the run history container in the workspace.\n",
- "experiment_name = 'automl-remote-amlcompute'\n",
- "project_folder = './project'\n",
- "\n",
- "experiment = Experiment(ws, experiment_name)\n",
- "\n",
- "output = {}\n",
- "output['SDK version'] = azureml.core.VERSION\n",
- "output['Subscription ID'] = ws.subscription_id\n",
- "output['Workspace Name'] = ws.name\n",
- "output['Resource Group'] = ws.resource_group\n",
- "output['Location'] = ws.location\n",
- "output['Project Directory'] = project_folder\n",
- "output['Experiment Name'] = experiment.name\n",
- "pd.set_option('display.max_colwidth', -1)\n",
- "outputDf = pd.DataFrame(data = output, index = [''])\n",
- "outputDf.T"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Create or Attach existing AmlCompute\n",
- "You will need to create a [compute target](https://docs.microsoft.com/azure/machine-learning/service/concept-azure-machine-learning-architecture#compute-target) for your AutoML run. In this tutorial, you create an AmlCompute as your training compute resource.\n",
- "\n",
- "As with other Azure services, there are limits on certain resources (e.g. AmlCompute) associated with the Azure Machine Learning service. Please read [this article](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-manage-quotas) on the default limits and how to request more quota."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "from azureml.core.compute import AmlCompute\n",
- "from azureml.core.compute import ComputeTarget\n",
- "\n",
- "# Choose a name for your cluster.\n",
- "amlcompute_cluster_name = \"cpucluster\"\n",
- "\n",
- "found = False\n",
- "\n",
- "# Check if this compute target already exists in the workspace.\n",
- "\n",
- "cts = ws.compute_targets\n",
- "if amlcompute_cluster_name in cts and cts[amlcompute_cluster_name].type == 'AmlCompute':\n",
- " found = True\n",
- " print('Found existing compute target.')\n",
- " compute_target = cts[amlcompute_cluster_name]\n",
- "\n",
- "if not found:\n",
- " print('Creating a new compute target...')\n",
- " provisioning_config = AmlCompute.provisioning_configuration(vm_size = \"STANDARD_D2_V2\", # for GPU, use \"STANDARD_NC6\"\n",
- " #vm_priority = 'lowpriority', # optional\n",
- " max_nodes = 6)\n",
- "\n",
- " # Create the cluster.\\n\",\n",
- " compute_target = ComputeTarget.create(ws, amlcompute_cluster_name, provisioning_config)\n",
- "\n",
- " # Can poll for a minimum number of nodes and for a specific timeout.\n",
- " # If no min_node_count is provided, it will use the scale settings for the cluster.\n",
- " compute_target.wait_for_completion(show_output = True, min_node_count = None, timeout_in_minutes = 20)\n",
- "\n",
- " # For a more detailed view of current AmlCompute status, use get_status()."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Data\n",
- "For remote executions, you need to make the data accessible from the remote compute.\n",
- "This can be done by uploading the data to DataStore.\n",
- "In this example, we upload scikit-learn's [load_digits](http://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_digits.html) data."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "data_train = datasets.load_digits()\n",
- "\n",
- "if not os.path.isdir('data'):\n",
- " os.mkdir('data')\n",
- " \n",
- "if not os.path.exists(project_folder):\n",
- " os.makedirs(project_folder)\n",
- " \n",
- "pd.DataFrame(data_train.data).to_csv(\"data/X_train.tsv\", index=False, header=False, quoting=csv.QUOTE_ALL, sep=\"\\t\")\n",
- "pd.DataFrame(data_train.target).to_csv(\"data/y_train.tsv\", index=False, header=False, sep=\"\\t\")\n",
- "\n",
- "ds = ws.get_default_datastore()\n",
- "ds.upload(src_dir='./data', target_path='bai_data', overwrite=True, show_progress=True)\n",
- "\n",
- "from azureml.core.runconfig import DataReferenceConfiguration\n",
- "dr = DataReferenceConfiguration(datastore_name=ds.name, \n",
- " path_on_datastore='bai_data', \n",
- " path_on_compute='/tmp/azureml_runs',\n",
- " mode='download', # download files from datastore to compute target\n",
- " overwrite=False)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "from azureml.core.runconfig import RunConfiguration\n",
- "from azureml.core.conda_dependencies import CondaDependencies\n",
- "\n",
- "# create a new RunConfig object\n",
- "conda_run_config = RunConfiguration(framework=\"python\")\n",
- "\n",
- "# Set compute target to AmlCompute\n",
- "conda_run_config.target = compute_target\n",
- "conda_run_config.environment.docker.enabled = True\n",
- "conda_run_config.environment.docker.base_image = azureml.core.runconfig.DEFAULT_CPU_IMAGE\n",
- "\n",
- "# set the data reference of the run coonfiguration\n",
- "conda_run_config.data_references = {ds.name: dr}\n",
- "\n",
- "cd = CondaDependencies.create(pip_packages=['azureml-sdk[automl]'], conda_packages=['numpy','py-xgboost<=0.80'])\n",
- "conda_run_config.environment.python.conda_dependencies = cd"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "%%writefile $project_folder/get_data.py\n",
- "\n",
- "import pandas as pd\n",
- "\n",
- "def get_data():\n",
- " X_train = pd.read_csv(\"/tmp/azureml_runs/bai_data/X_train.tsv\", delimiter=\"\\t\", header=None, quotechar='\"')\n",
- " y_train = pd.read_csv(\"/tmp/azureml_runs/bai_data/y_train.tsv\", delimiter=\"\\t\", header=None, quotechar='\"')\n",
- "\n",
- " return { \"X\" : X_train.values, \"y\" : y_train[0].values }\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Train\n",
- "\n",
- "You can specify `automl_settings` as `**kwargs` as well. Also note that you can use a `get_data()` function for local excutions too.\n",
- "\n",
- "**Note:** When using AmlCompute, you can't pass Numpy arrays directly to the fit method.\n",
- "\n",
- "|Property|Description|\n",
- "|-|-|\n",
- "|**primary_metric**|This is the metric that you want to optimize. Classification supports the following primary metrics:
accuracy
AUC_weighted
average_precision_score_weighted
norm_macro_recall
precision_score_weighted|\n",
- "|**iteration_timeout_minutes**|Time limit in minutes for each iteration.|\n",
- "|**iterations**|Number of iterations. In each iteration AutoML trains a specific pipeline with the data.|\n",
- "|**n_cross_validations**|Number of cross validation splits.|\n",
- "|**max_concurrent_iterations**|Maximum number of iterations that would be executed in parallel. This should be less than the number of cores on the DSVM.|"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "automl_settings = {\n",
- " \"iteration_timeout_minutes\": 10,\n",
- " \"iterations\": 20,\n",
- " \"n_cross_validations\": 5,\n",
- " \"primary_metric\": 'AUC_weighted',\n",
- " \"preprocess\": False,\n",
- " \"max_concurrent_iterations\": 5,\n",
- " \"verbosity\": logging.INFO\n",
- "}\n",
- "\n",
- "automl_config = AutoMLConfig(task = 'classification',\n",
- " debug_log = 'automl_errors.log',\n",
- " path = project_folder,\n",
- " run_configuration=conda_run_config,\n",
- " data_script = project_folder + \"/get_data.py\",\n",
- " **automl_settings\n",
- " )\n"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Call the `submit` method on the experiment object and pass the run configuration. For remote runs the execution is asynchronous, so you will see the iterations get populated as they complete. You can interact with the widgets and models even when the experiment is running to retrieve the best model up to that point. Once you are satisfied with the model, you can cancel a particular iteration or the whole run.\n",
- "In this example, we specify `show_output = False` to suppress console output while the run is in progress."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "remote_run = experiment.submit(automl_config, show_output = False)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "remote_run"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Results\n",
- "\n",
- "#### Loading executed runs\n",
- "In case you need to load a previously executed run, enable the cell below and replace the `run_id` value."
- ]
- },
- {
- "cell_type": "raw",
- "metadata": {},
- "source": [
- "remote_run = AutoMLRun(experiment = experiment, run_id = 'AutoML_5db13491-c92a-4f1d-b622-8ab8d973a058')"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "#### Widget for Monitoring Runs\n",
- "\n",
- "The widget will first report a \"loading\" status while running the first iteration. After completing the first iteration, an auto-updating graph and table will be shown. The widget will refresh once per minute, so you should see the graph update as child runs complete.\n",
- "\n",
- "You can click on a pipeline to see run properties and output logs. Logs are also available on the DSVM under `/tmp/azureml_run/{iterationid}/azureml-logs`\n",
- "\n",
- "**Note:** The widget displays a link at the bottom. Use this link to open a web interface to explore the individual run details."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "remote_run"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "from azureml.widgets import RunDetails\n",
- "RunDetails(remote_run).show() "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "# Wait until the run finishes.\n",
- "remote_run.wait_for_completion(show_output = True)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "\n",
- "#### Retrieve All Child Runs\n",
- "You can also use SDK methods to fetch all the child runs and see individual metrics that we log."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "children = list(remote_run.get_children())\n",
- "metricslist = {}\n",
- "for run in children:\n",
- " properties = run.get_properties()\n",
- " metrics = {k: v for k, v in run.get_metrics().items() if isinstance(v, float)}\n",
- " metricslist[int(properties['iteration'])] = metrics\n",
- "\n",
- "rundata = pd.DataFrame(metricslist).sort_index(1)\n",
- "rundata"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Cancelling Runs\n",
- "\n",
- "You can cancel ongoing remote runs using the `cancel` and `cancel_iteration` functions."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "# Cancel the ongoing experiment and stop scheduling new iterations.\n",
- "# remote_run.cancel()\n",
- "\n",
- "# Cancel iteration 1 and move onto iteration 2.\n",
- "# remote_run.cancel_iteration(1)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Retrieve the Best Model\n",
- "\n",
- "Below we select the best pipeline from our iterations. The `get_output` method returns the best run and the fitted model. The Model includes the pipeline and any pre-processing. Overloads on `get_output` allow you to retrieve the best run and fitted model for *any* logged metric or for a particular *iteration*."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "best_run, fitted_model = remote_run.get_output()\n",
- "print(best_run)\n",
- "print(fitted_model)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "#### Best Model Based on Any Other Metric\n",
- "Show the run and the model which has the smallest `log_loss` value:"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "lookup_metric = \"log_loss\"\n",
- "best_run, fitted_model = remote_run.get_output(metric = lookup_metric)\n",
- "print(best_run)\n",
- "print(fitted_model)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "#### Model from a Specific Iteration\n",
- "Show the run and the model from the third iteration:"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "iteration = 3\n",
- "third_run, third_model = remote_run.get_output(iteration=iteration)\n",
- "print(third_run)\n",
- "print(third_model)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Test\n",
- "\n",
- "#### Load Test Data"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "digits = datasets.load_digits()\n",
- "X_test = digits.data[:10, :]\n",
- "y_test = digits.target[:10]\n",
- "images = digits.images[:10]"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "#### Testing Our Best Fitted Model"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
- "# Randomly select digits and test.\n",
- "for index in np.random.choice(len(y_test), 2, replace = False):\n",
- " print(index)\n",
- " predicted = fitted_model.predict(X_test[index:index + 1])[0]\n",
- " label = y_test[index]\n",
- " title = \"Label value = %d Predicted value = %d \" % (label, predicted)\n",
- " fig = plt.figure(1, figsize=(3,3))\n",
- " ax1 = fig.add_axes((0,0,.8,.8))\n",
- " ax1.set_title(title)\n",
- " plt.imshow(images[index], cmap = plt.cm.gray_r, interpolation = 'nearest')\n",
- " plt.show()"
- ]
- }
- ],
- "metadata": {
- "authors": [
- {
- "name": "savitam"
- }
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Copyright (c) Microsoft Corporation. All rights reserved.\n",
+ "\n",
+ "Licensed under the MIT License."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Automated Machine Learning\n",
+ "_**Remote Execution using AmlCompute**_\n",
+ "\n",
+ "## Contents\n",
+ "1. [Introduction](#Introduction)\n",
+ "1. [Setup](#Setup)\n",
+ "1. [Data](#Data)\n",
+ "1. [Train](#Train)\n",
+ "1. [Results](#Results)\n",
+ "1. [Test](#Test)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Introduction\n",
+ "In this example we use the scikit-learn's [digit dataset](http://scikit-learn.org/stable/datasets/index.html#optical-recognition-of-handwritten-digits-dataset) to showcase how you can use AutoML for a simple classification problem.\n",
+ "\n",
+ "Make sure you have executed the [configuration](../../../configuration.ipynb) before running this notebook.\n",
+ "\n",
+ "In this notebook you would see\n",
+ "1. Create an `Experiment` in an existing `Workspace`.\n",
+ "2. Create or Attach existing AmlCompute to a workspace.\n",
+ "3. Configure AutoML using `AutoMLConfig`.\n",
+ "4. Train the model using AmlCompute\n",
+ "5. Explore the results.\n",
+ "6. Test the best fitted model.\n",
+ "\n",
+ "In addition this notebook showcases the following features\n",
+ "- **Parallel** executions for iterations\n",
+ "- **Asynchronous** tracking of progress\n",
+ "- **Cancellation** of individual iterations or the entire run\n",
+ "- Retrieving models for any iteration or logged metric\n",
+ "- Specifying AutoML settings as `**kwargs`"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Setup\n",
+ "\n",
+ "As part of the setup you have already created an Azure ML `Workspace` object. For AutoML you will need to create an `Experiment` object, which is a named object in a `Workspace` used to run experiments."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import logging\n",
+ "import os\n",
+ "import csv\n",
+ "\n",
+ "from matplotlib import pyplot as plt\n",
+ "import numpy as np\n",
+ "import pandas as pd\n",
+ "from sklearn import datasets\n",
+ "\n",
+ "import azureml.core\n",
+ "from azureml.core.experiment import Experiment\n",
+ "from azureml.core.workspace import Workspace\n",
+ "from azureml.train.automl import AutoMLConfig"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "ws = Workspace.from_config()\n",
+ "\n",
+ "# Choose a name for the run history container in the workspace.\n",
+ "experiment_name = 'automl-remote-amlcompute'\n",
+ "project_folder = './project'\n",
+ "\n",
+ "experiment = Experiment(ws, experiment_name)\n",
+ "\n",
+ "output = {}\n",
+ "output['SDK version'] = azureml.core.VERSION\n",
+ "output['Subscription ID'] = ws.subscription_id\n",
+ "output['Workspace Name'] = ws.name\n",
+ "output['Resource Group'] = ws.resource_group\n",
+ "output['Location'] = ws.location\n",
+ "output['Project Directory'] = project_folder\n",
+ "output['Experiment Name'] = experiment.name\n",
+ "pd.set_option('display.max_colwidth', -1)\n",
+ "outputDf = pd.DataFrame(data = output, index = [''])\n",
+ "outputDf.T"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Create or Attach existing AmlCompute\n",
+ "You will need to create a [compute target](https://docs.microsoft.com/azure/machine-learning/service/concept-azure-machine-learning-architecture#compute-target) for your AutoML run. In this tutorial, you create an AmlCompute as your training compute resource.\n",
+ "\n",
+ "As with other Azure services, there are limits on certain resources (e.g. AmlCompute) associated with the Azure Machine Learning service. Please read [this article](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-manage-quotas) on the default limits and how to request more quota."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from azureml.core.compute import AmlCompute\n",
+ "from azureml.core.compute import ComputeTarget\n",
+ "\n",
+ "# Choose a name for your cluster.\n",
+ "amlcompute_cluster_name = \"cpucluster\"\n",
+ "\n",
+ "found = False\n",
+ "\n",
+ "# Check if this compute target already exists in the workspace.\n",
+ "\n",
+ "cts = ws.compute_targets\n",
+ "if amlcompute_cluster_name in cts and cts[amlcompute_cluster_name].type == 'AmlCompute':\n",
+ " found = True\n",
+ " print('Found existing compute target.')\n",
+ " compute_target = cts[amlcompute_cluster_name]\n",
+ "\n",
+ "if not found:\n",
+ " print('Creating a new compute target...')\n",
+ " provisioning_config = AmlCompute.provisioning_configuration(vm_size = \"STANDARD_D2_V2\", # for GPU, use \"STANDARD_NC6\"\n",
+ " #vm_priority = 'lowpriority', # optional\n",
+ " max_nodes = 6)\n",
+ "\n",
+ " # Create the cluster.\\n\",\n",
+ " compute_target = ComputeTarget.create(ws, amlcompute_cluster_name, provisioning_config)\n",
+ "\n",
+ " # Can poll for a minimum number of nodes and for a specific timeout.\n",
+ " # If no min_node_count is provided, it will use the scale settings for the cluster.\n",
+ " compute_target.wait_for_completion(show_output = True, min_node_count = None, timeout_in_minutes = 20)\n",
+ "\n",
+ " # For a more detailed view of current AmlCompute status, use get_status()."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Data\n",
+ "For remote executions, you need to make the data accessible from the remote compute.\n",
+ "This can be done by uploading the data to DataStore.\n",
+ "In this example, we upload scikit-learn's [load_digits](http://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_digits.html) data."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data_train = datasets.load_digits()\n",
+ "\n",
+ "if not os.path.isdir('data'):\n",
+ " os.mkdir('data')\n",
+ " \n",
+ "if not os.path.exists(project_folder):\n",
+ " os.makedirs(project_folder)\n",
+ " \n",
+ "pd.DataFrame(data_train.data).to_csv(\"data/X_train.tsv\", index=False, header=False, quoting=csv.QUOTE_ALL, sep=\"\\t\")\n",
+ "pd.DataFrame(data_train.target).to_csv(\"data/y_train.tsv\", index=False, header=False, sep=\"\\t\")\n",
+ "\n",
+ "ds = ws.get_default_datastore()\n",
+ "ds.upload(src_dir='./data', target_path='bai_data', overwrite=True, show_progress=True)\n",
+ "\n",
+ "from azureml.core.runconfig import DataReferenceConfiguration\n",
+ "dr = DataReferenceConfiguration(datastore_name=ds.name, \n",
+ " path_on_datastore='bai_data', \n",
+ " path_on_compute='/tmp/azureml_runs',\n",
+ " mode='download', # download files from datastore to compute target\n",
+ " overwrite=False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from azureml.core.runconfig import RunConfiguration\n",
+ "from azureml.core.conda_dependencies import CondaDependencies\n",
+ "\n",
+ "# create a new RunConfig object\n",
+ "conda_run_config = RunConfiguration(framework=\"python\")\n",
+ "\n",
+ "# Set compute target to AmlCompute\n",
+ "conda_run_config.target = compute_target\n",
+ "conda_run_config.environment.docker.enabled = True\n",
+ "conda_run_config.environment.docker.base_image = azureml.core.runconfig.DEFAULT_CPU_IMAGE\n",
+ "\n",
+ "# set the data reference of the run coonfiguration\n",
+ "conda_run_config.data_references = {ds.name: dr}\n",
+ "\n",
+ "cd = CondaDependencies.create(pip_packages=['azureml-sdk[automl]'], conda_packages=['numpy','py-xgboost<=0.80'])\n",
+ "conda_run_config.environment.python.conda_dependencies = cd"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "%%writefile $project_folder/get_data.py\n",
+ "\n",
+ "import pandas as pd\n",
+ "\n",
+ "def get_data():\n",
+ " X_train = pd.read_csv(\"/tmp/azureml_runs/bai_data/X_train.tsv\", delimiter=\"\\t\", header=None, quotechar='\"')\n",
+ " y_train = pd.read_csv(\"/tmp/azureml_runs/bai_data/y_train.tsv\", delimiter=\"\\t\", header=None, quotechar='\"')\n",
+ "\n",
+ " return { \"X\" : X_train.values, \"y\" : y_train[0].values }\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Train\n",
+ "\n",
+ "You can specify `automl_settings` as `**kwargs` as well. Also note that you can use a `get_data()` function for local excutions too.\n",
+ "\n",
+ "**Note:** When using AmlCompute, you can't pass Numpy arrays directly to the fit method.\n",
+ "\n",
+ "|Property|Description|\n",
+ "|-|-|\n",
+ "|**primary_metric**|This is the metric that you want to optimize. Classification supports the following primary metrics:
accuracy
AUC_weighted
average_precision_score_weighted
norm_macro_recall
precision_score_weighted|\n",
+ "|**iteration_timeout_minutes**|Time limit in minutes for each iteration.|\n",
+ "|**iterations**|Number of iterations. In each iteration AutoML trains a specific pipeline with the data.|\n",
+ "|**n_cross_validations**|Number of cross validation splits.|\n",
+ "|**max_concurrent_iterations**|Maximum number of iterations that would be executed in parallel. This should be less than the number of cores on the DSVM.|"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "automl_settings = {\n",
+ " \"iteration_timeout_minutes\": 10,\n",
+ " \"iterations\": 20,\n",
+ " \"n_cross_validations\": 5,\n",
+ " \"primary_metric\": 'AUC_weighted',\n",
+ " \"preprocess\": False,\n",
+ " \"max_concurrent_iterations\": 5,\n",
+ " \"verbosity\": logging.INFO\n",
+ "}\n",
+ "\n",
+ "automl_config = AutoMLConfig(task = 'classification',\n",
+ " debug_log = 'automl_errors.log',\n",
+ " path = project_folder,\n",
+ " run_configuration=conda_run_config,\n",
+ " data_script = project_folder + \"/get_data.py\",\n",
+ " **automl_settings\n",
+ " )\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Call the `submit` method on the experiment object and pass the run configuration. For remote runs the execution is asynchronous, so you will see the iterations get populated as they complete. You can interact with the widgets and models even when the experiment is running to retrieve the best model up to that point. Once you are satisfied with the model, you can cancel a particular iteration or the whole run.\n",
+ "In this example, we specify `show_output = False` to suppress console output while the run is in progress."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "remote_run = experiment.submit(automl_config, show_output = False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "remote_run"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Results\n",
+ "\n",
+ "#### Loading executed runs\n",
+ "In case you need to load a previously executed run, enable the cell below and replace the `run_id` value."
+ ]
+ },
+ {
+ "cell_type": "raw",
+ "metadata": {},
+ "source": [
+ "remote_run = AutoMLRun(experiment = experiment, run_id = 'AutoML_5db13491-c92a-4f1d-b622-8ab8d973a058')"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### Widget for Monitoring Runs\n",
+ "\n",
+ "The widget will first report a \"loading\" status while running the first iteration. After completing the first iteration, an auto-updating graph and table will be shown. The widget will refresh once per minute, so you should see the graph update as child runs complete.\n",
+ "\n",
+ "You can click on a pipeline to see run properties and output logs. Logs are also available on the DSVM under `/tmp/azureml_run/{iterationid}/azureml-logs`\n",
+ "\n",
+ "**Note:** The widget displays a link at the bottom. Use this link to open a web interface to explore the individual run details."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "remote_run"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from azureml.widgets import RunDetails\n",
+ "RunDetails(remote_run).show() "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Wait until the run finishes.\n",
+ "remote_run.wait_for_completion(show_output = True)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "\n",
+ "#### Retrieve All Child Runs\n",
+ "You can also use SDK methods to fetch all the child runs and see individual metrics that we log."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "children = list(remote_run.get_children())\n",
+ "metricslist = {}\n",
+ "for run in children:\n",
+ " properties = run.get_properties()\n",
+ " metrics = {k: v for k, v in run.get_metrics().items() if isinstance(v, float)}\n",
+ " metricslist[int(properties['iteration'])] = metrics\n",
+ "\n",
+ "rundata = pd.DataFrame(metricslist).sort_index(1)\n",
+ "rundata"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Cancelling Runs\n",
+ "\n",
+ "You can cancel ongoing remote runs using the `cancel` and `cancel_iteration` functions."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Cancel the ongoing experiment and stop scheduling new iterations.\n",
+ "# remote_run.cancel()\n",
+ "\n",
+ "# Cancel iteration 1 and move onto iteration 2.\n",
+ "# remote_run.cancel_iteration(1)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Retrieve the Best Model\n",
+ "\n",
+ "Below we select the best pipeline from our iterations. The `get_output` method returns the best run and the fitted model. The Model includes the pipeline and any pre-processing. Overloads on `get_output` allow you to retrieve the best run and fitted model for *any* logged metric or for a particular *iteration*."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "best_run, fitted_model = remote_run.get_output()\n",
+ "print(best_run)\n",
+ "print(fitted_model)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### Best Model Based on Any Other Metric\n",
+ "Show the run and the model which has the smallest `log_loss` value:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "lookup_metric = \"log_loss\"\n",
+ "best_run, fitted_model = remote_run.get_output(metric = lookup_metric)\n",
+ "print(best_run)\n",
+ "print(fitted_model)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### Model from a Specific Iteration\n",
+ "Show the run and the model from the third iteration:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "iteration = 3\n",
+ "third_run, third_model = remote_run.get_output(iteration=iteration)\n",
+ "print(third_run)\n",
+ "print(third_model)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Test\n",
+ "\n",
+ "#### Load Test Data"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "digits = datasets.load_digits()\n",
+ "X_test = digits.data[:10, :]\n",
+ "y_test = digits.target[:10]\n",
+ "images = digits.images[:10]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### Testing Our Best Fitted Model"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Randomly select digits and test.\n",
+ "for index in np.random.choice(len(y_test), 2, replace = False):\n",
+ " print(index)\n",
+ " predicted = fitted_model.predict(X_test[index:index + 1])[0]\n",
+ " label = y_test[index]\n",
+ " title = \"Label value = %d Predicted value = %d \" % (label, predicted)\n",
+ " fig = plt.figure(1, figsize=(3,3))\n",
+ " ax1 = fig.add_axes((0,0,.8,.8))\n",
+ " ax1.set_title(title)\n",
+ " plt.imshow(images[index], cmap = plt.cm.gray_r, interpolation = 'nearest')\n",
+ " plt.show()"
+ ]
+ }
],
- "kernelspec": {
- "display_name": "Python 3.6",
- "language": "python",
- "name": "python36"
+ "metadata": {
+ "authors": [
+ {
+ "name": "savitam"
+ }
+ ],
+ "kernelspec": {
+ "display_name": "Python 3.6",
+ "language": "python",
+ "name": "python36"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.6.6"
+ }
},
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.6.6"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
\ No newline at end of file
diff --git a/how-to-use-azureml/automated-machine-learning/remote-attach/auto-ml-remote-attach.ipynb b/how-to-use-azureml/automated-machine-learning/remote-attach/auto-ml-remote-attach.ipynb
index 75a10d43..24599a48 100644
--- a/how-to-use-azureml/automated-machine-learning/remote-attach/auto-ml-remote-attach.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/remote-attach/auto-ml-remote-attach.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/remote-execution-with-datastore/auto-ml-remote-execution-with-datastore.ipynb b/how-to-use-azureml/automated-machine-learning/remote-execution-with-datastore/auto-ml-remote-execution-with-datastore.ipynb
index 847c5f1d..d0cdff6d 100644
--- a/how-to-use-azureml/automated-machine-learning/remote-execution-with-datastore/auto-ml-remote-execution-with-datastore.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/remote-execution-with-datastore/auto-ml-remote-execution-with-datastore.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/remote-execution/auto-ml-remote-execution.ipynb b/how-to-use-azureml/automated-machine-learning/remote-execution/auto-ml-remote-execution.ipynb
index ab98207d..f2c78f8c 100644
--- a/how-to-use-azureml/automated-machine-learning/remote-execution/auto-ml-remote-execution.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/remote-execution/auto-ml-remote-execution.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/sample-weight/auto-ml-sample-weight.ipynb b/how-to-use-azureml/automated-machine-learning/sample-weight/auto-ml-sample-weight.ipynb
index 70e7b0d8..cdcaff88 100644
--- a/how-to-use-azureml/automated-machine-learning/sample-weight/auto-ml-sample-weight.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/sample-weight/auto-ml-sample-weight.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/sparse-data-train-test-split/auto-ml-sparse-data-train-test-split.ipynb b/how-to-use-azureml/automated-machine-learning/sparse-data-train-test-split/auto-ml-sparse-data-train-test-split.ipynb
index ac1d59fc..e0772263 100644
--- a/how-to-use-azureml/automated-machine-learning/sparse-data-train-test-split/auto-ml-sparse-data-train-test-split.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/sparse-data-train-test-split/auto-ml-sparse-data-train-test-split.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/automated-machine-learning/subsampling/auto-ml-subsampling-local.ipynb b/how-to-use-azureml/automated-machine-learning/subsampling/auto-ml-subsampling-local.ipynb
index 745b5c08..b45e186a 100644
--- a/how-to-use-azureml/automated-machine-learning/subsampling/auto-ml-subsampling-local.ipynb
+++ b/how-to-use-azureml/automated-machine-learning/subsampling/auto-ml-subsampling-local.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/azure-databricks/README.md b/how-to-use-azureml/azure-databricks/README.md
index cef51274..4749c0c6 100644
--- a/how-to-use-azureml/azure-databricks/README.md
+++ b/how-to-use-azureml/azure-databricks/README.md
@@ -26,4 +26,8 @@ You can use Azure Databricks as a compute target from [Azure Machine Learning Pi
For more on SDK concepts, please refer to [notebooks](https://github.com/Azure/MachineLearningNotebooks).
-**Please let us know your feedback.**
\ No newline at end of file
+**Please let us know your feedback.**
+
+
+
+
\ No newline at end of file
diff --git a/how-to-use-azureml/azure-databricks/amlsdk/build-model-run-history-03.ipynb b/how-to-use-azureml/azure-databricks/amlsdk/build-model-run-history-03.ipynb
index 11ef98b9..6220209b 100644
--- a/how-to-use-azureml/azure-databricks/amlsdk/build-model-run-history-03.ipynb
+++ b/how-to-use-azureml/azure-databricks/amlsdk/build-model-run-history-03.ipynb
@@ -11,6 +11,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -333,6 +340,13 @@
"source": [
"dbutils.notebook.exit(\"success\")"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/azure-databricks/amlsdk/deploy-to-aci-04.ipynb b/how-to-use-azureml/azure-databricks/amlsdk/deploy-to-aci-04.ipynb
index c3aa26d8..7c849e3f 100644
--- a/how-to-use-azureml/azure-databricks/amlsdk/deploy-to-aci-04.ipynb
+++ b/how-to-use-azureml/azure-databricks/amlsdk/deploy-to-aci-04.ipynb
@@ -11,6 +11,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -277,6 +284,13 @@
"#comment to not delete the web service\n",
"myservice.delete()"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/azure-databricks/amlsdk/deploy-to-aks-existingimage-05.ipynb b/how-to-use-azureml/azure-databricks/amlsdk/deploy-to-aks-existingimage-05.ipynb
index bb57cb2c..77cd7a65 100644
--- a/how-to-use-azureml/azure-databricks/amlsdk/deploy-to-aks-existingimage-05.ipynb
+++ b/how-to-use-azureml/azure-databricks/amlsdk/deploy-to-aks-existingimage-05.ipynb
@@ -11,6 +11,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -203,6 +210,13 @@
"#model.delete()\n",
"aks_target.delete() "
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/azure-databricks/amlsdk/ingest-data-02.ipynb b/how-to-use-azureml/azure-databricks/amlsdk/ingest-data-02.ipynb
index 5126fb23..b3fb67d6 100644
--- a/how-to-use-azureml/azure-databricks/amlsdk/ingest-data-02.ipynb
+++ b/how-to-use-azureml/azure-databricks/amlsdk/ingest-data-02.ipynb
@@ -11,6 +11,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -139,6 +146,13 @@
"metadata": {},
"outputs": [],
"source": []
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/azure-databricks/amlsdk/installation-and-configuration-01.ipynb b/how-to-use-azureml/azure-databricks/amlsdk/installation-and-configuration-01.ipynb
index 4a247b67..db4e2974 100644
--- a/how-to-use-azureml/azure-databricks/amlsdk/installation-and-configuration-01.ipynb
+++ b/how-to-use-azureml/azure-databricks/amlsdk/installation-and-configuration-01.ipynb
@@ -11,6 +11,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -143,6 +150,13 @@
" 'Subscription id: ' + ws.subscription_id, \n",
" 'Resource group: ' + ws.resource_group, sep = '\\n')"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/azure-databricks/automl/automl-databricks-local-01.ipynb b/how-to-use-azureml/azure-databricks/automl/automl-databricks-local-01.ipynb
index ff551131..d38240d6 100644
--- a/how-to-use-azureml/azure-databricks/automl/automl-databricks-local-01.ipynb
+++ b/how-to-use-azureml/azure-databricks/automl/automl-databricks-local-01.ipynb
@@ -660,6 +660,13 @@
"metadata": {},
"outputs": [],
"source": []
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/azure-databricks/automl/automl-databricks-local-with-deployment.ipynb b/how-to-use-azureml/azure-databricks/automl/automl-databricks-local-with-deployment.ipynb
index 97e35029..56b23696 100644
--- a/how-to-use-azureml/azure-databricks/automl/automl-databricks-local-with-deployment.ipynb
+++ b/how-to-use-azureml/azure-databricks/automl/automl-databricks-local-with-deployment.ipynb
@@ -796,6 +796,13 @@
"source": [
"myservice.delete()"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/azure-databricks/databricks-as-remote-compute-target/aml-pipelines-use-databricks-as-compute-target.ipynb b/how-to-use-azureml/azure-databricks/databricks-as-remote-compute-target/aml-pipelines-use-databricks-as-compute-target.ipynb
index 4b92d211..e5b071da 100644
--- a/how-to-use-azureml/azure-databricks/databricks-as-remote-compute-target/aml-pipelines-use-databricks-as-compute-target.ipynb
+++ b/how-to-use-azureml/azure-databricks/databricks-as-remote-compute-target/aml-pipelines-use-databricks-as-compute-target.ipynb
@@ -677,6 +677,13 @@
"# Next: ADLA as a Compute Target\n",
"To use ADLA as a compute target from Azure Machine Learning Pipeline, a AdlaStep is used. This [notebook](./aml-pipelines-use-adla-as-compute-target.ipynb) demonstrates the use of AdlaStep in Azure Machine Learning Pipeline."
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/deploy-to-cloud/model-register-and-deploy.ipynb b/how-to-use-azureml/deploy-to-cloud/model-register-and-deploy.ipynb
index f17e0912..bdb88a42 100644
--- a/how-to-use-azureml/deploy-to-cloud/model-register-and-deploy.ipynb
+++ b/how-to-use-azureml/deploy-to-cloud/model-register-and-deploy.ipynb
@@ -9,6 +9,13 @@
"Licensed under the MIT License."
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/how-to-use-azureml/deployment/onnx/onnx-convert-aml-deploy-tinyyolo.ipynb b/how-to-use-azureml/deployment/onnx/onnx-convert-aml-deploy-tinyyolo.ipynb
index 2c7d5513..9c147c3c 100644
--- a/how-to-use-azureml/deployment/onnx/onnx-convert-aml-deploy-tinyyolo.ipynb
+++ b/how-to-use-azureml/deployment/onnx/onnx-convert-aml-deploy-tinyyolo.ipynb
@@ -255,7 +255,7 @@
"source": [
"from azureml.core.conda_dependencies import CondaDependencies \n",
"\n",
- "myenv = CondaDependencies.create(pip_packages=[\"numpy\",\"onnxruntime\",\"azureml-core\"])\n",
+ "myenv = CondaDependencies.create(pip_packages=[\"numpy\",\"onnxruntime==0.4.0\",\"azureml-core\"])\n",
"\n",
"with open(\"myenv.yml\",\"w\") as f:\n",
" f.write(myenv.serialize_to_string())"
diff --git a/how-to-use-azureml/machine-learning-pipelines/intro-to-pipelines/aml-pipelines-setup-schedule-for-a-published-pipeline.ipynb b/how-to-use-azureml/machine-learning-pipelines/intro-to-pipelines/aml-pipelines-setup-schedule-for-a-published-pipeline.ipynb
index a4317294..a85f9bc6 100644
--- a/how-to-use-azureml/machine-learning-pipelines/intro-to-pipelines/aml-pipelines-setup-schedule-for-a-published-pipeline.ipynb
+++ b/how-to-use-azureml/machine-learning-pipelines/intro-to-pipelines/aml-pipelines-setup-schedule-for-a-published-pipeline.ipynb
@@ -63,7 +63,7 @@
"metadata": {},
"outputs": [],
"source": [
- "aml_compute = ws.get_default_compute_target(\"CPU\")"
+ "aml_compute_target = ws.get_default_compute_target(\"CPU\")"
]
},
{
@@ -284,7 +284,10 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "### Disable the schedule"
+ "### Disable the schedule\n",
+ "It is important to note the best practice of disabling schedules when not in use.\n",
+ "The number of schedule triggers allowed per month per region per subscription is 100,000.\n",
+ "This is calculated using the project trigger counts for all active schedules."
]
},
{
diff --git a/how-to-use-azureml/training/README.md b/how-to-use-azureml/training/README.md
index 7e2d8ec9..d2855843 100644
--- a/how-to-use-azureml/training/README.md
+++ b/how-to-use-azureml/training/README.md
@@ -8,5 +8,6 @@ Follow these sample notebooks to learn:
4. [Train on AmlCompute](train-on-amlcompute): train a model using an AmlCompute cluster as compute target.
5. [Train in an HDI Spark cluster](train-in-spark): train a Spark ML model using an HDInsight Spark cluster as compute target.
6. [Logging API](logging-api): experiment with various logging functions to create runs and automatically generate graphs.
+7. [Train and hyperparameter tune on Iris Dataset with Scikit-learn](train-hyperparameter-tune-deploy-with-sklearn): train a model using the Scikit-learn estimator and tune hyperparameters with Hyperdrive.
\ No newline at end of file
diff --git a/how-to-use-azureml/training/logging-api/logging-api.ipynb b/how-to-use-azureml/training/logging-api/logging-api.ipynb
index 21ef594c..70d89f34 100644
--- a/how-to-use-azureml/training/logging-api/logging-api.ipynb
+++ b/how-to-use-azureml/training/logging-api/logging-api.ipynb
@@ -100,7 +100,7 @@
"\n",
"# Check core SDK version number\n",
"\n",
- "print(\"This notebook was created using SDK version 1.0.39, you are currently running version\", azureml.core.VERSION)"
+ "print(\"This notebook was created using SDK version 1.0.41, you are currently running version\", azureml.core.VERSION)"
]
},
{
diff --git a/how-to-use-azureml/training/train-on-amlcompute/train-on-amlcompute.ipynb b/how-to-use-azureml/training/train-on-amlcompute/train-on-amlcompute.ipynb
index a369ff98..40e57e67 100644
--- a/how-to-use-azureml/training/train-on-amlcompute/train-on-amlcompute.ipynb
+++ b/how-to-use-azureml/training/train-on-amlcompute/train-on-amlcompute.ipynb
@@ -164,6 +164,30 @@
"shutil.copy('train.py', project_folder)"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Create environment\n",
+ "\n",
+ "Create Docker based environment with scikit-learn installed."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "from azureml.core import Environment\n",
+ "from azureml.core.conda_dependencies import CondaDependencies\n",
+ "\n",
+ "myenv = Environment(\"myenv\")\n",
+ "\n",
+ "myenv.docker.enabled = True\n",
+ "myenv.python.conda_dependencies = CondaDependencies.create(conda_packages=['scikit-learn'])"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -179,38 +203,32 @@
"metadata": {},
"outputs": [],
"source": [
- "from azureml.core.runconfig import RunConfiguration\n",
- "from azureml.core.conda_dependencies import CondaDependencies\n",
+ "from azureml.core import ScriptRunConfig\n",
"from azureml.core.runconfig import DEFAULT_CPU_IMAGE\n",
"\n",
- "# create a new runconfig object\n",
- "run_config = RunConfiguration()\n",
+ "src = ScriptRunConfig(source_directory=project_folder, script='train.py')\n",
"\n",
- "default_compute_target = ws.get_default_compute_target(type=\"CPU\")\n",
+ "# Use default compute target\n",
+ "src.run_config.target = ws.get_default_compute_target(type=\"CPU\").name\n",
"\n",
- "# signal that you want to use AmlCompute to execute script.\n",
- "run_config.target = default_compute_target.name\n",
- "\n",
- "# enable Docker \n",
- "run_config.environment.docker.enabled = True\n",
- "\n",
- "# set Docker base image to the default CPU-based image\n",
- "run_config.environment.docker.base_image = DEFAULT_CPU_IMAGE\n",
- "\n",
- "# use conda_dependencies.yml to create a conda environment in the Docker image for execution\n",
- "run_config.environment.python.user_managed_dependencies = False\n",
- "\n",
- "# specify CondaDependencies obj\n",
- "run_config.environment.python.conda_dependencies = CondaDependencies.create(conda_packages=['scikit-learn'])\n",
- "\n",
- "# Now submit a run on AmlCompute\n",
- "from azureml.core.script_run_config import ScriptRunConfig\n",
- "\n",
- "script_run_config = ScriptRunConfig(source_directory=project_folder,\n",
- " script='train.py',\n",
- " run_config=run_config)\n",
- "\n",
- "run = experiment.submit(script_run_config)\n",
+ "# Set environment\n",
+ "src.run_config.environment = myenv"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Submit run"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "run = experiment.submit(src)\n",
"\n",
"# Show run details\n",
"run"
@@ -292,27 +310,9 @@
"metadata": {},
"outputs": [],
"source": [
- "from azureml.core.runconfig import RunConfiguration\n",
- "from azureml.core.conda_dependencies import CondaDependencies\n",
- "\n",
- "# create a new RunConfig object\n",
- "run_config = RunConfiguration(framework=\"python\")\n",
- "\n",
- "# Set compute target to AmlCompute target created in previous step\n",
- "run_config.target = cpu_cluster.name\n",
- "\n",
- "# enable Docker \n",
- "run_config.environment.docker.enabled = True\n",
- "\n",
- "# specify CondaDependencies obj\n",
- "run_config.environment.python.conda_dependencies = CondaDependencies.create(conda_packages=['scikit-learn'])\n",
- "\n",
- "from azureml.core import Run\n",
- "from azureml.core import ScriptRunConfig\n",
- "\n",
- "src = ScriptRunConfig(source_directory=project_folder, \n",
- " script='train.py', \n",
- " run_config=run_config) \n",
+ "# Set compute target to the one created in previous step\n",
+ "src.run_config.target = cpu_cluster.name\n",
+ " \n",
"run = experiment.submit(config=src)\n",
"run"
]
@@ -397,27 +397,9 @@
"metadata": {},
"outputs": [],
"source": [
- "from azureml.core.runconfig import RunConfiguration\n",
- "from azureml.core.conda_dependencies import CondaDependencies\n",
- "\n",
- "# create a new RunConfig object\n",
- "run_config = RunConfiguration(framework=\"python\")\n",
- "\n",
- "# Set compute target to AmlCompute target created in previous step\n",
- "run_config.target = cpu_cluster.name\n",
- "\n",
- "# enable Docker \n",
- "run_config.environment.docker.enabled = True\n",
- "\n",
- "# specify CondaDependencies obj\n",
- "run_config.environment.python.conda_dependencies = CondaDependencies.create(conda_packages=['scikit-learn'])\n",
- "\n",
- "from azureml.core import Run\n",
- "from azureml.core import ScriptRunConfig\n",
- "\n",
- "src = ScriptRunConfig(source_directory=project_folder, \n",
- " script='train.py', \n",
- " run_config=run_config) \n",
+ "# Set compute target to the one created in previous step\n",
+ "src.run_config.target = cpu_cluster.name\n",
+ " \n",
"run = experiment.submit(config=src)\n",
"run"
]
diff --git a/how-to-use-azureml/training/train-on-local/train-on-local.ipynb b/how-to-use-azureml/training/train-on-local/train-on-local.ipynb
index f5833223..917e14c9 100644
--- a/how-to-use-azureml/training/train-on-local/train-on-local.ipynb
+++ b/how-to-use-azureml/training/train-on-local/train-on-local.ipynb
@@ -170,15 +170,15 @@
"metadata": {},
"outputs": [],
"source": [
- "from azureml.core.runconfig import RunConfiguration\n",
+ "from azureml.core import Environment\n",
"\n",
"# Editing a run configuration property on-fly.\n",
- "run_config_user_managed = RunConfiguration()\n",
+ "user_managed_env = Environment(\"user-managed-env\")\n",
"\n",
- "run_config_user_managed.environment.python.user_managed_dependencies = True\n",
+ "user_managed_env.python.user_managed_dependencies = True\n",
"\n",
"# You can choose a specific Python environment by pointing to a Python path \n",
- "#run_config.environment.python.interpreter_path = '/home/johndoe/miniconda3/envs/myenv/bin/python'"
+ "#user_managed_env.python.interpreter_path = '/home/johndoe/miniconda3/envs/myenv/bin/python'"
]
},
{
@@ -197,7 +197,16 @@
"source": [
"from azureml.core import ScriptRunConfig\n",
"\n",
- "src = ScriptRunConfig(source_directory='./', script='train.py', run_config=run_config_user_managed)\n",
+ "src = ScriptRunConfig(source_directory='./', script='train.py')\n",
+ "src.run_config.environment = user_managed_env"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
"run = exp.submit(src)"
]
},
@@ -277,13 +286,13 @@
"source": [
"from azureml.core.conda_dependencies import CondaDependencies\n",
"\n",
- "run_config_system_managed = RunConfiguration()\n",
+ "system_managed_env = Environment(\"system-managed-env\")\n",
"\n",
- "run_config_system_managed.environment.python.user_managed_dependencies = False\n",
+ "system_managed_env.python.user_managed_dependencies = False\n",
"\n",
"# Specify conda dependencies with scikit-learn\n",
"cd = CondaDependencies.create(conda_packages=['scikit-learn'])\n",
- "run_config_system_managed.environment.python.conda_dependencies = cd"
+ "system_managed_env.python.conda_dependencies = cd"
]
},
{
@@ -302,7 +311,7 @@
"metadata": {},
"outputs": [],
"source": [
- "src = ScriptRunConfig(source_directory=\"./\", script='train.py', run_config=run_config_system_managed)\n",
+ "src.run_config.environment = system_managed_env\n",
"run = exp.submit(src)"
]
},
@@ -371,18 +380,16 @@
"metadata": {},
"outputs": [],
"source": [
- "run_config_docker = RunConfiguration()\n",
- "run_config_docker.environment.python.user_managed_dependencies = False\n",
- "run_config_docker.environment.docker.enabled = True\n",
+ "docker_env = Environment(\"docker-env\")\n",
+ "\n",
+ "docker_env.python.user_managed_dependencies = False\n",
+ "docker_env.docker.enabled = True\n",
"\n",
"# use the default CPU-based Docker image from Azure ML\n",
- "run_config_docker.environment.docker.base_image = azureml.core.runconfig.DEFAULT_CPU_IMAGE # Reference Docker image\n",
+ "print(docker_env.docker.base_image)\n",
"\n",
"# Specify conda dependencies with scikit-learn\n",
- "cd = CondaDependencies.create(conda_packages=['scikit-learn'])\n",
- "run_config_docker.environment.python.conda_dependencies = cd\n",
- "\n",
- "src = ScriptRunConfig(source_directory=\"./\", script='train.py', run_config=run_config_docker)"
+ "docker_env.python.conda_dependencies = cd"
]
},
{
@@ -402,6 +409,8 @@
"source": [
"import subprocess\n",
"\n",
+ "src.run_config.environment = docker_env\n",
+ "\n",
"# Check if Docker is installed and Linux containers are enabled\n",
"if subprocess.run(\"docker -v\", shell=True).returncode == 0:\n",
" out = subprocess.check_output(\"docker system info\", shell=True).decode('ascii')\n",
@@ -657,7 +666,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.6.8"
+ "version": "3.6.5"
}
},
"nbformat": 4,
diff --git a/how-to-use-azureml/training/train-on-remote-vm/train-on-remote-vm.ipynb b/how-to-use-azureml/training/train-on-remote-vm/train-on-remote-vm.ipynb
index 48772b33..7f3fd5ac 100644
--- a/how-to-use-azureml/training/train-on-remote-vm/train-on-remote-vm.ipynb
+++ b/how-to-use-azureml/training/train-on-remote-vm/train-on-remote-vm.ipynb
@@ -280,20 +280,11 @@
"metadata": {},
"outputs": [],
"source": [
- "from azureml.core.runconfig import RunConfiguration\n",
+ "from azureml.core import Environment\n",
"from azureml.core.conda_dependencies import CondaDependencies\n",
"\n",
- "# create a new RunConfig object\n",
- "conda_run_config = RunConfiguration(framework=\"python\")\n",
- "\n",
- "# Set compute target to the Linux DSVM\n",
- "conda_run_config.target = attached_dsvm_compute.name\n",
- "\n",
- "# set the data reference of the run configuration\n",
- "conda_run_config.data_references = {ds.name: dr}\n",
- "\n",
- "# specify CondaDependencies obj\n",
- "conda_run_config.environment.python.conda_dependencies = CondaDependencies.create(conda_packages=['scikit-learn'])"
+ "conda_env = Environment(\"conda-env\")\n",
+ "conda_env.python.conda_dependencies = CondaDependencies.create(conda_packages=['scikit-learn'])"
]
},
{
@@ -306,18 +297,14 @@
"\n",
"src = ScriptRunConfig(source_directory=script_folder, \n",
" script='train.py', \n",
- " run_config=conda_run_config, \n",
" # pass the datastore reference as a parameter to the training script\n",
" arguments=['--data-folder', str(ds.as_download())] \n",
" ) \n",
- "run = exp.submit(config=src)"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Note: if you need to cancel a run, you can follow [these instructions](https://aka.ms/aml-docs-cancel-run)."
+ "\n",
+ "src.run_config.framework = \"python\"\n",
+ "src.run_config.environment = conda_env\n",
+ "src.run_config.target = attached_dsvm_compute.name\n",
+ "src.run_config.data_references = {ds.name: dr}"
]
},
{
@@ -326,9 +313,18 @@
"metadata": {},
"outputs": [],
"source": [
+ "run = exp.submit(config=src)\n",
+ "\n",
"run.wait_for_completion(show_output=True)"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Note: if you need to cancel a run, you can follow [these instructions](https://aka.ms/aml-docs-cancel-run)."
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -359,17 +355,7 @@
"metadata": {},
"outputs": [],
"source": [
- "# create a new RunConfig object\n",
- "vm_run_config = RunConfiguration(framework=\"python\")\n",
- "\n",
- "# Set compute target to the Linux DSVM\n",
- "vm_run_config.target = attached_dsvm_compute.name\n",
- "\n",
- "# set the data reference of the run coonfiguration\n",
- "conda_run_config.data_references = {ds.name: dr}\n",
- "\n",
- "# Let system know that you will configure the Python environment yourself.\n",
- "vm_run_config.environment.python.user_managed_dependencies = True"
+ "conda_env.python.user_managed_dependencies = True"
]
},
{
@@ -385,11 +371,6 @@
"metadata": {},
"outputs": [],
"source": [
- "src = ScriptRunConfig(source_directory=script_folder, \n",
- " script='train.py', \n",
- " run_config=vm_run_config,\n",
- " # pass the datastore reference as a parameter to the training script\n",
- " arguments=['--data-folder', str(ds.as_download())])\n",
"run = exp.submit(config=src)\n",
"run.wait_for_completion(show_output=True)"
]
@@ -398,7 +379,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "You can choose to SSH into the VM and install Azure ML SDK, and any other missing dependencies, in that Python environment. For demonstration purposes, we simply are going to use another script `train2.py` that doesn't have azureml dependencies, and submit it instead."
+ "You can choose to SSH into the VM and install Azure ML SDK, and any other missing dependencies, in that Python environment. For demonstration purposes, we simply are going to use another script `train2.py` that doesn't have azureml or data store dependencies, and submit it instead."
]
},
{
@@ -411,7 +392,10 @@
"shutil.copy('./train2.py', os.path.join(script_folder, 'train2.py'))\n",
"\n",
"with open(os.path.join(script_folder, './train2.py'), 'r') as training_script:\n",
- " print(training_script.read())"
+ " print(training_script.read())\n",
+ " \n",
+ "src.run_config.data_references = {}\n",
+ "src.script = \"train2.py\""
]
},
{
@@ -427,10 +411,8 @@
"metadata": {},
"outputs": [],
"source": [
- "src = ScriptRunConfig(source_directory=script_folder, \n",
- " script='train2.py', \n",
- " run_config=vm_run_config)\n",
"run = exp.submit(config=src)\n",
+ "\n",
"run.wait_for_completion(show_output=True)"
]
},
@@ -464,24 +446,10 @@
"metadata": {},
"outputs": [],
"source": [
- "# Load the \"cpu-dsvm.runconfig\" file (created by the above attach operation) in memory\n",
- "docker_run_config = RunConfiguration(framework=\"python\")\n",
+ "conda_env.docker.enabled = True\n",
+ "conda_env.python.user_managed_dependencies = False\n",
"\n",
- "# Set compute target to the Linux DSVM\n",
- "docker_run_config.target = attached_dsvm_compute.name\n",
- "\n",
- "# Use Docker in the remote VM\n",
- "docker_run_config.environment.docker.enabled = True\n",
- "\n",
- "# Use CPU base image from DockerHub\n",
- "docker_run_config.environment.docker.base_image = azureml.core.runconfig.DEFAULT_CPU_IMAGE\n",
- "print('Base Docker image is:', docker_run_config.environment.docker.base_image)\n",
- "\n",
- "# set the data reference of the run coonfiguration\n",
- "docker_run_config.data_references = {ds.name: dr}\n",
- "\n",
- "# specify CondaDependencies obj\n",
- "docker_run_config.environment.python.conda_dependencies = CondaDependencies.create(conda_packages=['scikit-learn'])"
+ "print('Base Docker image is:', conda_env.docker.base_image)"
]
},
{
@@ -498,20 +466,11 @@
"metadata": {},
"outputs": [],
"source": [
- "src = ScriptRunConfig(source_directory=script_folder, \n",
- " script='train.py', \n",
- " run_config=docker_run_config,\n",
- " # pass the datastore reference as a parameter to the training script\n",
- " arguments=['--data-folder', str(ds.as_download())])\n",
- "run = exp.submit(config=src)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "metadata": {},
- "outputs": [],
- "source": [
+ "src.script = \"train.py\"\n",
+ "src.run_config.data_references = {ds.name: dr}\n",
+ "\n",
+ "run = exp.submit(config=src)\n",
+ "\n",
"run.wait_for_completion(show_output=True)"
]
},
@@ -525,20 +484,20 @@
"\n",
"```python\n",
"# use an image available in Docker Hub without authentication\n",
- "run_config_docker.environment.docker.base_image = \"continuumio/miniconda3\"\n",
+ "conda_env.docker.base_image = \"continuumio/miniconda3\"\n",
"\n",
"# or, use an image available in a private Azure Container Registry\n",
- "run_config_docker.environment.docker.base_image = \"mycustomimage:1.0\"\n",
- "run_config_docker.environment.docker.base_image_registry.address = \"myregistry.azurecr.io\"\n",
- "run_config_docker.environment.docker.base_image_registry.username = \"username\"\n",
- "run_config_docker.environment.docker.base_image_registry.password = \"password\"\n",
+ "conda_env.docker.base_image = \"mycustomimage:1.0\"\n",
+ "conda_env.docker.base_image_registry.address = \"myregistry.azurecr.io\"\n",
+ "conda_env.docker.base_image_registry.username = \"username\"\n",
+ "conda_env.docker.base_image_registry.password = \"password\"\n",
"```\n",
"\n",
"When you are using a custom Docker image, you might already have your environment setup properly in a Python environment in the Docker image. In that case, you can skip specifying conda dependencies, and just use `user_managed_dependencies` option instead:\n",
"```python\n",
- "run_config_docker.environment.python.user_managed_dependencies = True\n",
+ "conda_env.python.user_managed_dependencies = True\n",
"# path to the Python environment in the custom Docker image\n",
- "run_config.environment.python.interpreter_path = '/opt/conda/bin/python'\n",
+ "conda_env.python.interpreter_path = '/opt/conda/bin/python'\n",
"```"
]
},
@@ -640,7 +599,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.6.6"
+ "version": "3.6.5"
}
},
"nbformat": 4,
diff --git a/how-to-use-azureml/work-with-data/README.md b/how-to-use-azureml/work-with-data/README.md
new file mode 100644
index 00000000..0b2958d0
--- /dev/null
+++ b/how-to-use-azureml/work-with-data/README.md
@@ -0,0 +1,9 @@
+# Work With Data Using Azure Machine Learning Service
+
+Azure Machine Learning Datasets (preview) make it easier to access and work with your data. Datasets manage data in various scenarios such as model training and pipeline creation. Using the Azure Machine Learning SDK, you can access underlying storage, explore and prepare data, manage the life cycle of different Dataset definitions, and compare between Datasets used in training and in production.
+
+- For an example of using Datasets, see the [sample](datasets).
+- For advanced data preparation examples, see [dataprep](dataprep).
+
+
+
\ No newline at end of file
diff --git a/how-to-use-azureml/work-with-data/dataprep/README.md b/how-to-use-azureml/work-with-data/dataprep/README.md
index 439fb91f..b6b9d429 100644
--- a/how-to-use-azureml/work-with-data/dataprep/README.md
+++ b/how-to-use-azureml/work-with-data/dataprep/README.md
@@ -222,3 +222,5 @@ Bug fixes
IMPORTANT: Please read the notice and find out more about this NYC Taxi and Limousine Commission dataset here: http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml
IMPORTANT: Please read the notice and find out more about this Chicago Police Department dataset here: https://catalog.data.gov/dataset/crimes-2001-to-present-398a4
+
+
diff --git a/how-to-use-azureml/work-with-data/dataprep/case-studies/new-york-taxi/new-york-taxi.ipynb b/how-to-use-azureml/work-with-data/dataprep/case-studies/new-york-taxi/new-york-taxi.ipynb
index 16578f1a..45ab51ca 100644
--- a/how-to-use-azureml/work-with-data/dataprep/case-studies/new-york-taxi/new-york-taxi.ipynb
+++ b/how-to-use-azureml/work-with-data/dataprep/case-studies/new-york-taxi/new-york-taxi.ipynb
@@ -477,6 +477,13 @@
"dflow_path = path.join(mkdtemp(), \"new_york_taxi.dprep\")\n",
"combined_df.save(file_path=dflow_path)"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/work-with-data/dataprep/case-studies/new-york-taxi/new-york-taxi_scale-out.ipynb b/how-to-use-azureml/work-with-data/dataprep/case-studies/new-york-taxi/new-york-taxi_scale-out.ipynb
index 66e5fc00..657eaa19 100644
--- a/how-to-use-azureml/work-with-data/dataprep/case-studies/new-york-taxi/new-york-taxi_scale-out.ipynb
+++ b/how-to-use-azureml/work-with-data/dataprep/case-studies/new-york-taxi/new-york-taxi_scale-out.ipynb
@@ -97,6 +97,13 @@
"spark_df = df.take(5).to_pandas_dataframe()\n",
"spark_df.head(5)"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/work-with-data/dataprep/data/crime-full.csv b/how-to-use-azureml/work-with-data/dataprep/data/crime-full.csv
new file mode 100644
index 00000000..e46bda18
--- /dev/null
+++ b/how-to-use-azureml/work-with-data/dataprep/data/crime-full.csv
@@ -0,0 +1,1001 @@
+ID,Case Number,Date,Block,IUCR,Primary Type,Description,Location Description,Damage Cost,Arrest,Domestic,Beat,District,Ward,Community Area,FBI Code,X Coordinate,Y Coordinate,Year,Updated On,Latitude,Longitude,Location
+2705685,HJ329710,2003-04-26 00:00:00,105XX S WOOD ST,0460,BATTERY,SIMPLE,RESIDENCE,4615,False,False,2212,NA,19,72,08B,1166261,1834693,2003,ERROR,41.701967722,-87.666817049,"(41.701967722, -87.666817049)"
+8367900,HT600798,2011-11-22 15:15:00,063XX S PULASKI RD,0890,THEFT,FROM BUILDING,LIBRARY,3882,False,False,813,8,13,65,06,1150746,1862490,2011,ERROR,41.778563069,-87.722907063,"(41.778563069, -87.722907063)"
+8726660,HV402430,2012-07-26 19:30:00,019XX W BELMONT AVE,0610,BURGLARY,FORCIBLE ENTRY,SMALL RETAIL STORE,4566,False,False,1931,19,32,5,05,1162975,1921223,2012,ERROR,41.939485082,-87.676427052,"(41.939485082, -87.676427052)"
+9103375,HW247768,2013-04-25 14:20:00,047XX S ASHLAND AVE,0460,BATTERY,SIMPLE,SIDEWALK,2469,False,False,931,9,20,61,08B,1166425,1873469,2013,ERROR,41.808370972,-87.665113707,"(41.808370972, -87.665113707)"
+3807148,HL176623,2005-02-12 01:24:03,078XX S EAST END AVE,0920,MOTOR VEHICLE THEFT,ATT: AUTOMOBILE,ALLEY,989,False,False,414,4,8,43,07,1188944,1853066,2005,ERROR,41.751873397,-87.583173082,"(41.751873397, -87.583173082)"
+4241820,HL534761,2005-08-07 21:12:26,068XX S MARSHFIELD AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3807,False,False,725,7,17,67,08B,1166478,1859475,2005,ERROR,41.769968592,-87.665318117,"(41.769968592, -87.665318117)"
+4824796,HM433465,2006-06-23 22:15:00,105XX S STATE ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1504,False,False,512,5,34,49,14,1178075,1835093,2006,ERROR,41.702806335,-87.623545729,"(41.702806335, -87.623545729)"
+8172753,HT407165,2011-07-20 17:50:00,021XX W 21ST PL,0820,THEFT,$500 AND UNDER,RESIDENCE,262,False,False,1223,12,25,31,06,1162541,1889761,2011,2011-03-08 09:56:44,41.853160001,-87.678904133,"(41.853160001, -87.678904133)"
+8154927,HT390078,2011-07-10 15:50:00,046XX W NORTH AVE,0860,THEFT,RETAIL THEFT,DEPARTMENT STORE,2972,True,False,2533,25,37,25,06,1144852,1910260,2011,2011-11-07 10:34:01,41.909763298,-87.743312036,"(41.909763298, -87.743312036)"
+6944181,HR349635,2009-05-30 18:13:00,015XX W 63RD ST,031A,ROBBERY,ARMED: HANDGUN,ALLEY,1296,False,False,713,7,16,67,03,1167116,1862990,2009,2009-12-06 18:29:17,41.779600581,-87.662879029,"(41.779600581, -87.662879029)"
+5836733,HN643782,2007-10-12 14:00:00,027XX W SUMMERDALE AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE-GARAGE,3105,False,False,2011,20,40,4,14,1157009,1935459,2007,ERROR,41.978672864,-87.697965904,"(41.978672864, -87.697965904)"
+7740163,HS548309,2010-10-04 21:30:00,057XX N WASHTENAW AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,APARTMENT,594,True,False,2011,20,40,2,18,1157257,1938221,2010,2010-04-10 23:26:24,41.986246871,-87.696978408,"(41.986246871, -87.696978408)"
+4984650,HM597309,2006-09-11 18:30:00,052XX S STATE ST,0890,THEFT,FROM BUILDING,"SCHOOL, PUBLIC, BUILDING",1591,False,False,232,2,3,40,06,1177212,1869954,2006,ERROR,41.798488523,-87.625655865,"(41.798488523, -87.625655865)"
+3941717,HL312501,2005-04-22 08:00:00,069XX S EBERHART AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,1397,False,True,322,3,6,69,08B,1180740,1858964,2005,ERROR,41.76825049,-87.613055702,"(41.76825049, -87.613055702)"
+5084563,HM687682,2006-10-28 14:30:00,022XX S PULASKI RD,0560,ASSAULT,SIMPLE,STREET,2224,False,False,1013,10,22,29,08A,1150013,1889063,2006,ERROR,41.851497405,-87.724904562,"(41.851497405, -87.724904562)"
+8136835,HT371007,2011-06-28 23:20:00,011XX N CHRISTIANA AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,538,True,False,1121,11,26,23,18,1153742,1907328,2011,ERROR,41.901545171,-87.710731851,"(41.901545171, -87.710731851)"
+1815636,G631826,2001-10-20 18:30:00,046XX S HALSTED ST,5002,OTHER OFFENSE,OTHER VEHICLE OFFENSE,STREET,2501,True,False,921,NA,NA,NA,26,1171705,1874218,2001,ERROR,41.810312019,-87.645725963,"(41.810312019, -87.645725963)"
+9276577,HW420770,2013-08-23 16:40:00,007XX S ALBANY AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,658,True,False,1134,11,24,27,18,1155766,1896834,2013,ERROR,41.872708075,-87.703580324,"(41.872708075, -87.703580324)"
+1603336,G368431,2001-06-24 19:52:14,001XX W CHICAGO AV,5001,OTHER OFFENSE,OTHER CRIME INVOLVING PROPERTY,PARKING LOT/GARAGE(NON.RESID.),3948,True,False,1832,NA,NA,NA,26,1175257,1905662,2001,ERROR,41.896517917,-87.631755414,"(41.896517917, -87.631755414)"
+7210353,HR608426,2009-10-26 08:40:00,015XX S PULASKI RD,2024,NARCOTICS,POSS: HEROIN(WHITE),ABANDONED BUILDING,1124,True,False,1012,10,24,29,18,1149936,1891869,2009,2009-04-11 09:53:16,41.859198911,-87.725114223,"(41.859198911, -87.725114223)"
+4471848,HL301576,2005-04-17 20:50:03,006XX E GRAND AVE,1330,CRIMINAL TRESPASS,TO LAND,OTHER,3257,False,False,1834,18,42,8,26,1180772,1904096,2005,2007-11-06 15:52:33,41.892095212,-87.611548469,"(41.892095212, -87.611548469)"
+7637700,HS441827,2010-08-02 12:45:00,028XX W 22ND PL,1570,SEX OFFENSE,PUBLIC INDECENCY,SIDEWALK,2297,False,False,1033,10,12,30,17,1157857,1888970,2010,ERROR,41.851086084,-87.696117577,"(41.851086084, -87.696117577)"
+4703044,HM309199,2006-04-24 00:00:00,012XX N CLARK ST,0820,THEFT,$500 AND UNDER,STREET,20,False,False,1821,18,42,8,06,1175274,1908508,2006,2014-04-12 12:43:35,41.904327102,-87.631607477,"(41.904327102, -87.631607477)"
+3961270,HL324634,2005-04-29 08:30:00,005XX W DIVISION ST,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,CHA HALLWAY/STAIRWELL/ELEVATOR,4726,False,False,1821,18,27,8,04B,1172300,1908305,2005,ERROR,41.903836297,-87.642537685,"(41.903836297, -87.642537685)"
+2281333,HH546276,2002-07-30 13:30:00,069XX S EMERALD AVE,2014,NARCOTICS,MANU/DELIVER: HEROIN (WHITE),SIDEWALK,864,True,False,732,NA,6,68,18,1172538,1859044,2002,ERROR,41.76865457,-87.643117449,"(41.76865457, -87.643117449)"
+1837655,G672065,2001-11-07 21:45:40,062XX S ST LAWRENCE AV,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,4001,True,False,313,NA,NA,NA,14,1181266,1863792,2001,ERROR,41.78148689,-87.610979035,"(41.78148689, -87.610979035)"
+1842160,G679483,2001-11-11 03:30:00,021XX N CAMPBELL AV,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,1986,False,False,1431,NA,NA,NA,07,1159571,1914405,2001,ERROR,41.920846924,-87.689126006,"(41.920846924, -87.689126006)"
+2636288,HJ216645,2003-03-03 20:48:00,045XX W WASHINGTON BLVD,1506,PROSTITUTION,SOLICIT ON PUBLIC WAY,STREET,1393,True,False,1113,NA,28,26,16,1146373,1900156,2003,ERROR,41.882007967,-87.737982025,"(41.882007967, -87.737982025)"
+1496183,G233892,2001-04-24 09:00:00,004XX E MC FETRIDGE DR,0820,THEFT,$500 AND UNDER,PARK PROPERTY,187,False,False,133,NA,NA,NA,06,1179031,1894246,2001,2014-04-12 12:43:35,41.865106307,-87.618243723,"(41.865106307, -87.618243723)"
+3931945,HL305935,2005-04-19 16:00:00,015XX N ARTESIAN AVE,0810,THEFT,OVER $500,RESIDENTIAL YARD (FRONT/BACK),1386,False,False,1423,14,1,24,06,1159834,1910187,2005,2014-04-12 12:43:35,41.909266991,-87.688276249,"(41.909266991, -87.688276249)"
+5621453,HN427508,2007-06-25 13:25:00,040XX W DICKENS AVE,2022,NARCOTICS,POSS: COCAINE,STREET,2783,True,False,2525,25,30,20,18,1149318,1913614,2007,2007-01-07 02:00:46,41.918881522,-87.726818542,"(41.918881522, -87.726818542)"
+1709847,G508926,2001-08-26 02:00:00,010XX N MONTICELLO AV,0460,BATTERY,SIMPLE,RESIDENCE,3761,False,True,1112,NA,NA,NA,08B,1151889,1906869,2001,ERROR,41.900322332,-87.717550266999993,"(41.900322332, -87.717550267)"
+2306701,HH595350,2002-08-21 05:45:00,001XX W POLK ST,0915,MOTOR VEHICLE THEFT,"TRUCK, BUS, MOTOR HOME",STREET,1890,False,False,131,NA,2,32,07,1175097,1896746,2002,ERROR,41.872055484,-87.63261045,"(41.872055484, -87.63261045)"
+6581196,HP653741,2008-10-07 03:00:00,034XX W SCHOOL ST,0820,THEFT,$500 AND UNDER,RESIDENTIAL YARD (FRONT/BACK),312,False,False,1732,17,35,21,06,1152747,1921690,2008,ERROR,41.940975485,-87.714005626,"(41.940975485, -87.714005626)"
+5443942,HN272087,2007-04-08 15:44:18,059XX S LAFLIN ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1938,False,False,713,7,16,67,14,1167399,1865013,2007,ERROR,41.785145883,-87.661783592,"(41.785145883, -87.661783592)"
+3792137,HK836619,2004-12-30 18:30:00,131XX S VERNON AVE,2027,NARCOTICS,POSS: CRACK,RESIDENCE PORCH/HALLWAY,4455,True,False,533,5,9,54,18,1181519,1818462,2004,ERROR,41.657089903,-87.61144499,"(41.657089903, -87.61144499)"
+9206054,HW352076,2013-07-07 15:00:00,016XX W 38TH ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,975,True,True,912,9,11,59,08B,1165971,1879568,2013,2013-08-07 12:07:35,41.825116974,-87.666605306,"(41.825116974, -87.666605306)"
+4720801,HM327230,2006-05-03 05:03:58,026XX E 73RD ST,0334,ROBBERY,ATTEMPT: ARMED-KNIFE/CUT INSTR,SIDEWALK,4270,False,False,334,3,7,43,03,1194873,1857481,2006,2006-07-05 03:57:33,41.763844577,-87.561301231,"(41.763844577, -87.561301231)"
+7034576,HR441456,2009-07-21 21:05:00,107XX S HALSTED ST,0326,ROBBERY,AGGRAVATED VEHICULAR HIJACKING,GAS STATION,1442,True,False,2233,22,34,75,03,1172840,1833829,2009,ERROR,41.699454527,-87.642752065,"(41.699454527, -87.642752065)"
+8348862,HT582100,2011-11-09 15:00:00,108XX S BENSLEY AVE,0560,ASSAULT,SIMPLE,SIDEWALK,844,False,False,434,4,10,51,08A,1194612,1833847,2011,ERROR,41.698997218,-87.563033068,"(41.698997218, -87.563033068)"
+2882234,HJ552553,2003-08-08 22:00:00,109XX S WABASH AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE-GARAGE,664,False,False,513,5,9,49,14,1178490,1832061,2003,ERROR,41.694476704,-87.622117791,"(41.694476704, -87.622117791)"
+8571720,HV245210,2011-12-26 09:00:00,038XX W NORTH AVE,0842,THEFT,AGG: FINANCIAL ID THEFT,BANK,4830,False,False,2535,25,30,23,06,1150240,1910394,2011,ERROR,41.910027597,-87.723515111,"(41.910027597, -87.723515111)"
+3479397,HK551539,2004-08-11 11:00:00,014XX S CHRISTIANA AVE,0810,THEFT,OVER $500,STREET,3767,False,False,1021,10,24,29,06,1154306,1892825,2004,2014-04-12 12:43:35,41.861736212,-87.709047718,"(41.861736212, -87.709047718)"
+6571624,HP644036,2008-10-23 18:10:00,003XX S PLYMOUTH CT,0340,ROBBERY,ATTEMPT: STRONGARM-NO WEAPON,STREET,3266,False,False,123,1,2,32,03,1176091,1898936,2008,2008-06-11 15:42:26,41.878042652,-87.628895109,"(41.878042652, -87.628895109)"
+3425217,HK489162,2004-07-11 19:46:59,060XX S MICHIGAN AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,SIDEWALK,1195,False,True,311,3,20,40,08B,1178229,1865098,2004,ERROR,41.785140156,-87.62207368,"(41.785140156, -87.62207368)"
+9297900,HW443063,2013-09-08 14:30:00,073XX S MICHIGAN AVE,0320,ROBBERY,STRONGARM - NO WEAPON,STREET,3308,False,False,323,3,6,69,03,1178393,1856302,2013,2013-02-10 11:54:38,41.760999284,-87.621739229,"(41.760999284, -87.621739229)"
+5343960,HM744635,2006-11-28 07:45:00,042XX S CALUMET AVE,1506,PROSTITUTION,SOLICIT ON PUBLIC WAY,STREET,2763,True,False,214,2,3,38,16,1179097,1876982,2006,ERROR,41.81773117,-87.61852889,"(41.81773117, -87.61852889)"
+7231348,HR644530,2009-11-15 13:15:00,048XX N KENMORE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,2613,True,True,2024,20,46,3,08B,1168339,1932383,2009,ERROR,41.969994063,-87.656388912,"(41.969994063, -87.656388912)"
+8276922,HT511056,2011-09-23 18:15:00,076XX S CICERO AVE,0860,THEFT,RETAIL THEFT,DEPARTMENT STORE,3184,True,False,833,8,13,65,06,1145766,1853738,2011,ERROR,41.75464162,-87.741385158,"(41.75464162, -87.741385158)"
+7096630,HR505081,2009-08-26 18:00:00,081XX S PAULINA ST,0460,BATTERY,SIMPLE,RESIDENCE PORCH/HALLWAY,2842,False,False,614,6,18,71,08B,1166381,1850921,2009,ERROR,41.746497306,-87.66591694,"(41.746497306, -87.66591694)"
+3509426,HK586658,2004-08-28 00:00:00,083XX S KINGSTON AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,606,False,False,423,4,7,46,07,1194581,1850155,2004,ERROR,41.743748652,-87.562611996,"(41.743748652, -87.562611996)"
+9478072,HX130921,2014-01-21 17:00:00,068XX S WOLCOTT AVE,4387,OTHER OFFENSE,VIOLATE ORDER OF PROTECTION,RESIDENCE,1761,False,True,726,7,17,67,26,1164830,1859219,2014,ERROR,41.769301059,-87.671366222,"(41.769301059, -87.671366222)"
+9320325,HW464485,2013-09-23 21:30:00,016XX E 77TH ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1715,False,True,414,4,8,43,14,1188749,1854298,2013,ERROR,41.755258781,-87.583848327,"(41.755258781, -87.583848327)"
+8528788,HV205948,2012-03-20 09:50:00,111XX S EWING AVE,1305,CRIMINAL DAMAGE,CRIMINAL DEFACEMENT,RESIDENCE-GARAGE,1676,False,False,433,4,10,52,14,1202171,1831712,2012,ERROR,41.692949738,-87.535428598,"(41.692949738, -87.535428598)"
+4290691,HL605721,2005-09-11 14:00:00,001XX N DEARBORN ST,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),2621,False,False,122,1,42,32,06,1175948,1901601,2005,2014-04-12 12:43:35,41.885358785,-87.629339896,"(41.885358785, -87.629339896)"
+9191309,HW336113,2013-06-25 11:28:00,013XX N ASHLAND AVE,0860,THEFT,RETAIL THEFT,DEPARTMENT STORE,3808,True,False,1433,14,1,24,06,1165434,1909298,2013,ERROR,41.906710108,-87.66772974,"(41.906710108, -87.66772974)"
+6943981,HR348351,2009-05-29 22:00:00,057XX N MC VICKER AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,1332,False,False,1622,16,45,10,14,1134948,1938056,2009,ERROR,41.986219618,-87.779035389,"(41.986219618, -87.779035389)"
+1432501,G153916,2001-03-18 01:15:59,023XX N HAMLIN AV,0460,BATTERY,SIMPLE,RESIDENCE,2320,True,False,2525,NA,NA,NA,08B,1150616,1915362,2001,ERROR,41.923652901,-87.722003735,"(41.923652901, -87.722003735)"
+8288964,HT523191,2011-10-01 16:10:00,021XX E 70TH ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,4671,True,False,331,3,5,43,18,1191556,1859009,2011,2011-01-10 19:38:17,41.768118581,-87.573409074,"(41.768118581, -87.573409074)"
+7910721,HT140388,2011-01-28 23:30:00,029XX W ADAMS ST,0530,ASSAULT,AGGRAVATED: OTHER DANG WEAPON,APARTMENT,4639,False,False,1124,11,2,27,04A,1156613,1898917,2011,ERROR,41.878406942,-87.700414194,"(41.878406942, -87.700414194)"
+2089112,HH309698,2002-04-15 20:15:00,010XX N LAWLER AV,2027,NARCOTICS,POSS: CRACK,SIDEWALK,1200,True,False,1531,NA,NA,NA,18,1142456,1906817,2002,ERROR,41.900360209,-87.752199731,"(41.900360209, -87.752199731)"
+9419206,HW562896,2013-12-08 01:39:00,011XX S CANAL ST,0810,THEFT,OVER $500,RESTAURANT,4414,False,False,124,1,2,28,06,1173358,1895046,2013,ERROR,41.867429345,-87.639045471,"(41.867429345, -87.639045471)"
+8846059,HV519322,2012-10-14 20:00:00,018XX W 103RD ST,0610,BURGLARY,FORCIBLE ENTRY,OTHER,4604,False,False,2213,22,19,72,05,1165953,1836420,2012,ERROR,41.70671343,-87.667895994,"(41.70671343, -87.667895994)"
+6454875,HP535283,2008-08-26 03:22:00,019XX W 19TH ST,0560,ASSAULT,SIMPLE,APARTMENT,1503,False,False,1223,12,25,31,08A,1163581,1890708,2008,ERROR,41.855736847,-87.675060338,"(41.855736847, -87.675060338)"
+8223778,HT457480,2011-08-20 15:15:00,007XX E 43RD ST,0560,ASSAULT,SIMPLE,CHA PARKING LOT/GROUNDS,4240,False,False,213,2,4,38,08A,1182085,1876707,2011,ERROR,41.816907818,-87.607576648,"(41.816907818, -87.607576648)"
+1622655,G400595,2001-07-09 14:55:00,035XX N HERMITAGE AV,0560,ASSAULT,SIMPLE,ALLEY,2256,False,False,1923,NA,NA,NA,08A,1164066,1923605,2001,ERROR,41.945998404,-87.672349817,"(41.945998404, -87.672349817)"
+7843346,HS655355,2010-12-10 22:15:00,028XX S SPAULDING AVE,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,SIDEWALK,2971,True,False,1032,10,22,30,15,1154782,1885145,2010,ERROR,41.840651893,-87.707505856,"(41.840651893, -87.707505856)"
+6043466,HP146623,2008-01-28 00:00:07,091XX S STONY ISLAND AVE,031A,ROBBERY,ARMED: HANDGUN,SMALL RETAIL STORE,3209,False,False,413,4,8,48,03,1188345,1844791,2008,2008-08-02 08:13:34,41.729180293,-87.585631578,"(41.729180293, -87.585631578)"
+9633417,HX284237,2014-05-31 15:00:00,083XX S INGLESIDE AVE,0820,THEFT,$500 AND UNDER,APARTMENT,380,False,False,632,6,8,44,06,1183965,1849926,2014,2014-07-06 12:40:43,41.743374586,-87.601516477,"(41.743374586, -87.601516477)"
+9050651,HW196019,2013-03-16 14:30:00,037XX N SEMINARY AVE,0810,THEFT,OVER $500,OTHER,3835,False,False,1923,19,44,6,06,1168275,1925255,2013,ERROR,41.950435964,-87.656831163,"(41.950435964, -87.656831163)"
+1724326,G530529,2001-08-24 09:00:00,068XX N FRANCISCO AV,0810,THEFT,OVER $500,CONSTRUCTION SITE,4601,False,False,2411,NA,NA,NA,06,1155826,1945498,2001,2014-04-12 12:43:35,42.006244328,-87.70204429,"(42.006244328, -87.70204429)"
+7313924,HS117962,2009-11-23 09:18:00,001XX W JACKSON BLVD,1110,DECEPTIVE PRACTICE,BOGUS CHECK,BANK,2873,True,False,112,1,2,32,11,1175229,1898922,2009,2011-03-01 19:34:38,41.878023606,-87.632060555,"(41.878023606, -87.632060555)"
+8348182,HT581427,2011-11-08 17:45:00,049XX S WABASH AVE,0820,THEFT,$500 AND UNDER,"SCHOOL, PUBLIC, BUILDING",404,True,False,231,2,3,38,06,1177513,1872176,2011,2011-09-11 12:54:43,41.804579093,-87.624484847,"(41.804579093, -87.624484847)"
+8457513,HV134404,2012-01-27 10:40:00,095XX S LAFAYETTE AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,4775,False,False,511,5,21,49,07,1177575,1841925,2012,ERROR,41.721565569,-87.625170844,"(41.721565569, -87.625170844)"
+3991779,HL277064,2005-04-05 22:00:00,004XX S CICERO AVE,1506,PROSTITUTION,SOLICIT ON PUBLIC WAY,STREET,4442,True,False,1533,15,24,25,16,1144422,1897554,2005,ERROR,41.874904679,-87.745211632,"(41.874904679, -87.745211632)"
+8231576,HT460583,2011-08-03 11:00:00,025XX W 63RD ST,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,OTHER,2479,False,False,825,8,15,66,26,1160154,1862826,2011,ERROR,41.779296661,-87.688407212,"(41.779296661, -87.688407212)"
+4496745,HL799743,2005-12-20 09:05:00,073XX S SACRAMENTO AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,4808,False,False,835,8,18,66,05,1157607,1855700,2005,ERROR,41.75979389,-87.697937855,"(41.75979389, -87.697937855)"
+5033246,HM641247,2006-10-04 20:00:00,080XX S LAFLIN ST,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,4181,False,False,612,6,21,71,05,1167772,1851438,2006,ERROR,41.747886306,-87.660805171,"(41.747886306, -87.660805171)"
+5208608,HM778355,2006-12-16 19:10:00,068XX S HALSTED ST,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,TAVERN/LIQUOR STORE,3007,True,False,723,7,6,68,15,1172116,1859172,2006,2007-01-01 07:32:02,41.7690151,-87.644660529,"(41.7690151, -87.644660529)"
+2528826,HJ107508,2003-01-04 22:02:46,030XX W 47TH ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,4398,False,False,912,NA,14,58,14,1157054,1873373,2003,ERROR,41.808302333,-87.699487137,"(41.808302333, -87.699487137)"
+1613083,G380569,2001-06-30 03:34:50,010XX E 133 ST,0560,ASSAULT,SIMPLE,CHA APARTMENT,4421,True,False,533,NA,NA,NA,08A,1185848,1817236,2001,ERROR,41.653625,-87.595643042,"(41.653625, -87.595643042)"
+5350380,HN205637,2007-03-03 10:00:00,032XX W 63RD ST,0460,BATTERY,SIMPLE,APARTMENT,1902,False,False,823,8,15,66,08B,1155671,1862624,2007,2007-08-03 21:51:06,41.77883343,-87.704847919,"(41.77883343, -87.704847919)"
+5570467,HN377874,2007-04-02 12:00:00,064XX S LANGLEY AVE,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,4605,False,True,312,3,20,42,26,1181963,1862332,2007,ERROR,41.777464417,-87.608468819,"(41.777464417, -87.608468819)"
+3864729,HL237399,2005-03-16 10:00:00,046XX S HALSTED ST,0860,THEFT,RETAIL THEFT,GROCERY FOOD STORE,3954,True,False,921,9,11,61,06,1171713,1873921,2005,ERROR,41.809496845,-87.645705337,"(41.809496845, -87.645705337)"
+4208971,HL527767,2005-07-04 22:30:00,056XX S MICHIGAN AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,1863,False,True,233,2,20,40,08B,1178081,1867582,2005,ERROR,41.791959854,-87.622541015,"(41.791959854, -87.622541015)"
+4616724,HM210940,2006-03-03 10:26:14,0000X W RANDOLPH ST,1330,CRIMINAL TRESPASS,TO LAND,RESTAURANT,1416,True,False,122,1,42,32,26,1175995,1901321,2006,2006-07-03 03:46:57,41.884589391,-87.629175742,"(41.884589391, -87.629175742)"
+9574311,HX225021,2014-04-15 20:00:00,088XX S LOOMIS ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,4758,False,False,2222,22,21,71,07,1168581,1846266,2014,2014-06-05 00:39:53,41.733676216,-87.657989464,"(41.733676216, -87.657989464)"
+3138687,HK129812,2004-01-16 21:30:00,115XX S YALE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,4990,False,True,522,5,34,53,08B,1176719,1828319,2004,ERROR,41.684248043,-87.628713951,"(41.684248043, -87.628713951)"
+8344443,HT528932,2011-10-05 05:00:00,052XX W SCHOOL ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,2954,False,False,1634,16,38,15,14,1140574,1921391,2011,2011-08-11 10:43:52,41.940387619,-87.758753823,"(41.940387619, -87.758753823)"
+1796827,G622864,2001-10-15 20:30:00,030XX S GRATTEN AV,0810,THEFT,OVER $500,OTHER,2409,False,False,923,NA,NA,NA,06,1169291,1884678,2001,2014-04-12 12:43:35,41.839067958,-87.654276965,"(41.839067958, -87.654276965)"
+6321465,HP407211,2008-06-21 01:00:00,013XX S KEDZIE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,SIDEWALK,1039,False,False,1022,10,24,29,08B,1155195,1893805,2008,ERROR,41.864407654,-87.705758038,"(41.864407654, -87.705758038)"
+4048269,HL397796,2005-06-04 01:00:00,106XX S HALSTED ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,VEHICLE NON-COMMERCIAL,1253,False,True,2233,22,34,73,08B,1172820,1834491,2005,ERROR,41.701271596,-87.642805861,"(41.701271596, -87.642805861)"
+3192419,HK199140,2004-02-23 08:15:00,068XX S STEWART AVE,0460,BATTERY,SIMPLE,"SCHOOL, PUBLIC, BUILDING",2632,True,False,722,7,6,68,08B,1174671,1859859,2004,ERROR,41.770843786,-87.635274724,"(41.770843786, -87.635274724)"
+2000440,HH198576,2002-02-20 16:32:03,064XX W DIVERSEY AV,0620,BURGLARY,UNLAWFUL ENTRY,APPLIANCE STORE,4375,False,False,2512,NA,NA,NA,05,NA,NA,2002,ERROR,NA,NA,
+9584763,HX234897,2014-04-23 21:50:00,026XX N RUTHERFORD AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,1333,False,False,2512,25,36,18,08B,1130931,1916809,2014,ERROR,41.927985963,-87.794301643,"(41.927985963, -87.794301643)"
+6633395,HP703001,2008-11-26 10:25:55,001XX N STATE ST,0850,THEFT,ATTEMPT THEFT,SIDEWALK,1180,True,False,122,1,42,32,06,1176393,1900887,2008,2008-01-12 07:38:55,41.8833895,-87.627727352,"(41.8833895, -87.627727352)"
+10025851,HY215334,2015-04-09 08:09:00,037XX N KILPATRICK AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,4106,True,True,1731,17,38,15,08B,1144437,1924607,2015,ERROR,41.949140682,-87.744474617,"(41.949140682, -87.744474617)"
+4257303,HL576564,2005-08-28 00:01:00,018XX N KEDVALE AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,1447,False,False,2534,25,30,20,14,1148380,1912201,2005,ERROR,41.915022267,-87.730301385,"(41.915022267, -87.730301385)"
+5994905,HP103223,2008-01-02 20:45:00,029XX W WARREN BLVD,2027,NARCOTICS,POSS: CRACK,SIDEWALK,2969,True,False,1331,12,2,27,18,1156699,1900170,2008,2008-03-01 08:43:16,41.881843556,-87.700064472,"(41.881843556, -87.700064472)"
+6422343,HP506170,2008-08-05 23:00:00,008XX E 101ST ST,0820,THEFT,$500 AND UNDER,VEHICLE NON-COMMERCIAL,111,False,False,511,5,8,50,06,1183373,1838023,2008,2008-11-08 08:34:38,41.710725164,-87.604055073,"(41.710725164, -87.604055073)"
+20991,HW370238,2013-07-19 21:43:00,038XX W HIRSCH ST,0110,HOMICIDE,FIRST DEGREE MURDER,STREET,3308,False,False,2535,25,30,23,01A,1150202,1908997,2013,2013-03-10 07:24:17,41.906194835,-87.723691183,"(41.906194835, -87.723691183)"
+6084521,HP178194,2008-02-16 03:00:00,066XX S ASHLAND AVE,0313,ROBBERY,ARMED: OTHER DANGEROUS WEAPON,SIDEWALK,3004,False,False,725,7,17,67,03,1166856,1860593,2008,ERROR,41.773028465,-87.663900629,"(41.773028465, -87.663900629)"
+10080403,HY268040,2015-05-19 11:00:00,049XX W IRVING PARK RD,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,3481,False,True,1624,16,45,15,08B,1142440,1926175,2015,ERROR,41.95348083,-87.751776252,"(41.95348083, -87.751776252)"
+6924204,HR316222,2009-05-12 09:00:00,0000X W 95TH ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,CTA GARAGE / OTHER PROPERTY,3480,True,False,634,6,21,49,18,1177743,1841988,2009,ERROR,41.721734655,-87.624553594,"(41.721734655, -87.624553594)"
+6386680,HP461038,2008-07-18 22:43:31,045XX W HARRISON ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,2401,True,False,1131,11,24,26,18,1146348,1896935,2008,ERROR,41.873169637,-87.738155845,"(41.873169637, -87.738155845)"
+6784849,HR199128,2009-03-04 20:12:00,066XX N CLARK ST,2170,NARCOTICS,POSSESSION OF DRUG EQUIPMENT,ALLEY,3928,True,False,2432,24,40,1,18,1164013,1944171,2009,2009-04-03 20:55:02,42.002433404,-87.671961019,"(42.002433404, -87.671961019)"
+7712756,HS519770,2010-09-17 12:11:00,060XX S WESTERN AVE,0820,THEFT,$500 AND UNDER,SMALL RETAIL STORE,37,False,False,825,8,15,66,06,1161368,1864419,2010,ERROR,41.783642999,-87.683912427,"(41.783642999, -87.683912427)"
+7906876,HT136770,2011-01-26 15:55:00,0000X S KOSTNER AVE,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,SIDEWALK,4097,True,False,1113,11,28,26,26,1147028,1899356,2011,ERROR,41.87980018,-87.735597307,"(41.87980018, -87.735597307)"
+7991866,HT223888,2011-03-28 19:15:00,110XX S PRINCETON AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,544,True,False,513,5,34,49,18,1176291,1831621,2011,ERROR,41.693318823,-87.630182058,"(41.693318823, -87.630182058)"
+7123089,HR531884,2009-09-11 18:13:00,013XX S MILLARD AVE,051A,ASSAULT,AGGRAVATED: HANDGUN,STREET,4647,True,False,1011,10,24,29,04A,1152210,1893660,2009,ERROR,41.864069113,-87.71671981,"(41.864069113, -87.71671981)"
+2000324,HH200986,2002-02-21 18:47:45,014XX N AVERS AV,0460,BATTERY,SIMPLE,RESIDENCE,3701,False,True,2535,NA,NA,NA,08B,1150481,1909461,2002,ERROR,41.907462651,-87.722654169,"(41.907462651, -87.722654169)"
+8240399,HT466105,2011-08-25 22:55:00,021XX N CICERO AVE,1513,PROSTITUTION,SOLICIT FOR BUSINESS,STREET,2564,True,False,2522,25,31,19,16,1144003,1913897,2011,2011-02-09 09:05:11,41.919759591,-87.746339498,"(41.919759591, -87.746339498)"
+1514753,G260660,2001-05-06 18:53:39,028XX W 19 ST,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,STREET,3078,True,False,1022,NA,NA,NA,15,1157943,1890640,2001,2010-02-06 10:34:17,41.855666993,-87.695756427,"(41.855666993, -87.695756427)"
+3724031,HK768759,2004-11-12 13:00:00,012XX S ASHLAND AVE,1120,DECEPTIVE PRACTICE,FORGERY,RESIDENCE,1595,False,False,1224,12,2,28,10,1165874,1894646,2004,ERROR,41.866494521,-87.666531674,"(41.866494521, -87.666531674)"
+9095092,HW222941,2013-04-07 10:05:00,039XX S CALUMET AVE,2014,NARCOTICS,MANU/DELIVER: HEROIN (WHITE),SIDEWALK,3181,True,False,213,2,3,38,18,1179129,1878622,2013,2013-03-05 09:26:15,41.822230731,-87.618361446,"(41.822230731, -87.618361446)"
+9606372,HX256322,2014-05-10 14:15:00,017XX S ASHLAND AVE,0860,THEFT,RETAIL THEFT,OTHER,824,False,False,1233,12,25,31,06,1166044,1891531,2014,ERROR,41.857943062,-87.665996477,"(41.857943062, -87.665996477)"
+2080168,HH302067,2002-04-11 17:30:00,005XX S CENTRAL AV,0460,BATTERY,SIMPLE,RESIDENCE,830,False,False,1522,NA,NA,NA,08B,1139180,1897038,2002,ERROR,41.873585657,-87.764470903,"(41.873585657, -87.764470903)"
+2538562,HJ119047,2003-01-10 17:30:00,030XX N MOBILE AVE,0890,THEFT,FROM BUILDING,"SCHOOL, PUBLIC, BUILDING",1800,False,False,2511,NA,36,19,06,1133838,1919613,2003,ERROR,41.935629815,-87.783553233,"(41.935629815, -87.783553233)"
+5728743,HN535876,2007-08-18 03:00:00,055XX W DAKIN ST,0460,BATTERY,SIMPLE,ALLEY,3956,False,False,1633,16,38,15,08B,1138581,1925659,2007,ERROR,41.952135858,-87.765975048,"(41.952135858, -87.765975048)"
+4533362,HM121306,2006-01-05 13:00:00,112XX S PERRY AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,STREET,4073,False,True,522,5,34,49,08B,1177464,1830657,2006,ERROR,41.690647109,-87.62591646,"(41.690647109, -87.62591646)"
+2940341,HJ623964,2003-09-11 22:52:01,079XX S JUSTINE ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,3976,False,False,612,6,21,71,14,1167342,1852128,2003,ERROR,41.749788975,-87.662361113,"(41.749788975, -87.662361113)"
+4022229,HL375934,2005-05-23 16:30:00,043XX W IRVING PARK RD,1320,CRIMINAL DAMAGE,TO VEHICLE,OTHER,547,False,False,1722,17,38,16,14,1146478,1926264,2005,ERROR,41.953648902,-87.736929761,"(41.953648902, -87.736929761)"
+8856428,HV530199,2012-10-22 19:10:00,001XX N LA CROSSE AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,RESIDENCE-GARAGE,3046,False,False,1532,15,28,25,07,1144050,1900929,2012,ERROR,41.884173077,-87.746492747,"(41.884173077, -87.746492747)"
+10126995,HY315210,2015-04-01 09:00:00,099XX S WINSTON AVE,1153,DECEPTIVE PRACTICE,FINANCIAL IDENTITY THEFT OVER $ 300,RESIDENCE,3601,False,False,2213,22,21,73,11,1168775,1838907,2015,ERROR,41.713477841,-87.6574904,"(41.713477841, -87.6574904)"
+7059731,HR465421,2009-08-04 10:00:00,050XX W ADDISON ST,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE,3296,False,False,1634,16,38,15,05,1142074,1923423,2009,2009-03-09 12:45:23,41.945935898,-87.753190197,"(41.945935898, -87.753190197)"
+4369628,HL653099,2005-10-04 14:15:00,0000X E 68TH ST,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,4938,False,False,322,3,20,69,05,1178251,1859995,2005,ERROR,41.7711365,-87.622147753,"(41.7711365, -87.622147753)"
+2085336,HH300310,2002-04-11 14:22:32,052XX S ASHLAND AV,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,2024,True,False,932,NA,NA,NA,18,1166514,1870200,2002,ERROR,41.79939856,-87.664880524,"(41.79939856, -87.664880524)"
+2837739,HJ500794,2003-07-17 12:00:00,064XX S ASHLAND AVE,0820,THEFT,$500 AND UNDER,PARKING LOT/GARAGE(NON.RESID.),327,False,False,725,7,15,67,06,1166729,1862274,2003,2014-04-12 12:43:35,41.777644057,-87.664318242,"(41.777644057, -87.664318242)"
+9359551,HW502824,2013-10-16 13:00:00,087XX S CONSTANCE AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,SIDEWALK,4794,False,False,412,4,8,48,14,1189994,1847553,2013,ERROR,41.736720026,-87.579502355,"(41.736720026, -87.579502355)"
+4269836,HL586435,2005-09-01 00:00:00,099XX S BEVERLY AVE,0890,THEFT,FROM BUILDING,RESIDENCE,2317,False,True,2213,22,21,72,06,1168186,1838983,2005,ERROR,41.713699063,-87.659645355,"(41.713699063, -87.659645355)"
+3579880,HK667872,2004-10-05 09:30:00,053XX S COTTAGE GROVE AVE,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,3907,False,False,2131,2,5,41,05,1182540,1869405,2004,ERROR,41.796859993,-87.606134249,"(41.796859993, -87.606134249)"
+1396555,G081867,2001-02-09 10:00:00,070XX S SANGAMON ST,1812,NARCOTICS,POSS: CANNABIS MORE THAN 30GMS,STREET,2543,True,False,733,NA,NA,NA,18,1171146,1858301,2001,ERROR,41.766646226,-87.648241507,"(41.766646226, -87.648241507)"
+6210516,HP298503,2008-04-23 19:00:00,088XX S COLFAX AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,3830,False,False,423,4,7,46,05,1195065,1846888,2008,2008-08-05 07:57:25,41.734771822,-87.560946053,"(41.734771822, -87.560946053)"
+8335396,HT565225,2011-10-29 12:22:19,069XX S LAFAYETTE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESTAURANT,4794,False,True,731,7,6,69,08B,1176984,1859255,2011,2011-07-11 12:45:02,41.769134515,-87.626814372,"(41.769134515, -87.626814372)"
+4575638,HL791694,2005-12-15 20:55:00,006XX N TRUMBULL AVE,2024,NARCOTICS,POSS: HEROIN(WHITE),SIDEWALK,1930,True,False,1121,11,27,23,18,1153311,1903852,2005,ERROR,41.892015265,-87.712407374,"(41.892015265, -87.712407374)"
+9527333,HX181612,2014-03-12 10:50:00,081XX S VINCENNES AVE,0545,ASSAULT,PRO EMP HANDS NO/MIN INJURY,"SCHOOL, PUBLIC, BUILDING",1878,True,False,622,6,21,44,08A,1174722,1850745,2014,ERROR,41.745832739,-87.635358835,"(41.745832739, -87.635358835)"
+2802818,HJ444885,2003-06-21 19:30:00,029XX S STATE ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,CHA PARKING LOT/GROUNDS,4371,False,True,2113,1,3,35,08B,1176715,1885559,2003,ERROR,41.841321197,-87.627008027,"(41.841321197, -87.627008027)"
+8240826,HT474337,2011-08-31 10:04:00,070XX S CLYDE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,ALLEY,3112,True,False,331,3,5,43,08B,1191389,1858691,2011,2011-01-09 06:32:18,41.767250011,-87.574031486,"(41.767250011, -87.574031486)"
+8766702,HV441335,2012-08-21 22:30:00,023XX N MILWAUKEE AVE,0620,BURGLARY,UNLAWFUL ENTRY,OTHER,4672,False,False,1414,14,35,22,05,1157125,1915354,2012,2012-03-09 18:32:27,41.923501123,-87.698087331,"(41.923501123, -87.698087331)"
+9497756,HX152161,2014-02-15 11:52:00,071XX S CONSTANCE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,4239,False,True,324,3,5,43,08B,1189655,1857726,2014,ERROR,41.764643801,-87.580418177,"(41.764643801, -87.580418177)"
+7234599,HR643869,2009-11-15 00:30:00,002XX W NORTH AVE,0890,THEFT,FROM BUILDING,OTHER,3514,False,False,1814,18,43,7,06,1174055,1911024,2009,2010-05-01 11:53:51,41.911258405,-87.636010015,"(41.911258405, -87.636010015)"
+3179722,HK182024,2004-02-13 23:00:00,013XX W IRVING PARK RD,0810,THEFT,OVER $500,STREET,4624,False,False,1923,19,47,6,06,1166363,1926630,2004,2014-04-12 12:43:35,41.954250222,-87.663819997,"(41.954250222, -87.663819997)"
+4222202,HL539526,2005-08-10 01:50:00,043XX S LAMON AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,CHA PARKING LOT/GROUNDS,4720,False,False,814,8,23,56,14,1144637,1875298,2005,ERROR,41.813827102,-87.744982032,"(41.813827102, -87.744982032)"
+7219347,HR634999,2009-11-09 19:00:00,052XX S RACINE AVE,0560,ASSAULT,SIMPLE,APARTMENT,2784,False,True,934,9,16,61,08A,1169250,1870146,2009,ERROR,41.799191555,-87.654848486,"(41.799191555, -87.654848486)"
+7793169,HS594082,2010-11-01 18:00:00,019XX W 95TH ST,1350,CRIMINAL TRESPASS,TO STATE SUP LAND,LIBRARY,553,False,False,2221,22,19,72,26,1164769,1841686,2010,2010-07-11 08:22:48,41.721189215,-87.672083692,"(41.721189215, -87.672083692)"
+2103641,HH335780,2002-04-28 01:50:00,014XX W MARQUETTE RD,0560,ASSAULT,SIMPLE,STREET,4679,False,False,725,NA,17,67,08A,1167596,1860349,2002,ERROR,41.772343059,-87.661194963,"(41.772343059, -87.661194963)"
+8223696,HT457644,2011-08-20 17:25:00,098XX S HALSTED ST,0320,ROBBERY,STRONGARM - NO WEAPON,STREET,1911,True,False,2223,22,21,73,03,1172676,1839503,2011,ERROR,41.715028437,-87.643186054,"(41.715028437, -87.643186054)"
+7585036,HS388608,2010-07-01 06:25:00,003XX N OAKLEY BLVD,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,2283,False,False,1332,12,27,28,07,1160973,1902387,2010,2010-02-07 11:19:23,41.887839582,-87.684308839,"(41.887839582, -87.684308839)"
+5931509,HN704677,2007-11-12 23:30:00,079XX S STATE ST,0320,ROBBERY,STRONGARM - NO WEAPON,CTA PLATFORM,3105,False,False,623,6,6,44,03,1177618,1852608,2007,2007-12-12 01:05:15,41.750880081,-87.624691153,"(41.750880081, -87.624691153)"
+5710926,HN519237,2007-08-09 16:00:00,012XX N ROCKWELL ST,0890,THEFT,FROM BUILDING,RESIDENCE,3673,False,False,1423,14,26,24,06,1158874,1908481,2007,ERROR,41.904605346,-87.691849732,"(41.904605346, -87.691849732)"
+3611691,HK705389,2004-10-23 13:30:00,010XX S WELLS ST,0810,THEFT,OVER $500,STREET,2968,False,False,131,1,2,32,06,1174825,1895931,2004,2014-04-12 12:43:35,41.86982516,-87.633633456,"(41.86982516, -87.633633456)"
+4713760,HM209421,2006-03-02 13:48:00,072XX S PAULINA ST,2095,NARCOTICS,ATTEMPT POSSESSION NARCOTICS,STREET,2117,True,False,735,7,17,67,18,1166303,1856763,2006,ERROR,41.762530229,-87.666036716,"(41.762530229, -87.666036716)"
+2607516,HJ206193,2003-02-26 14:20:00,034XX S DR MARTIN LUTHER KING JR DR,1330,CRIMINAL TRESPASS,TO LAND,DRUG STORE,3921,False,False,2122,NA,4,35,26,1179511,1882404,2003,ERROR,41.832600096,-87.616844359,"(41.832600096, -87.616844359)"
+6611578,HP684171,2008-11-15 03:25:00,009XX W BELMONT AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESTAURANT,1170,True,False,1924,19,44,6,14,1169428,1921475,2008,ERROR,41.940038439,-87.652703194,"(41.940038439, -87.652703194)"
+8020502,HT251222,2011-04-14 22:00:00,066XX S TALMAN AVE,0820,THEFT,$500 AND UNDER,STREET,490,False,False,831,8,15,66,06,1159896,1860350,2011,ERROR,41.772507471,-87.689421041,"(41.772507471, -87.689421041)"
+3795590,HL160354,2005-01-28 23:00:00,036XX N MARSHFIELD AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2815,False,False,1923,19,47,6,14,1164641,1923969,2005,ERROR,41.946985052,-87.670225966,"(41.946985052, -87.670225966)"
+4925940,HM538019,2006-08-13 16:09:24,060XX S VERNON AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,OTHER,3128,True,True,313,3,20,42,08B,1180344,1865263,2006,ERROR,41.785544659,-87.61431417,"(41.785544659, -87.61431417)"
+8500347,HV177396,2012-02-29 11:20:00,001XX W LAKE ST,1210,DECEPTIVE PRACTICE,THEFT OF LABOR/SERVICES,CTA GARAGE / OTHER PROPERTY,4130,True,False,113,1,42,32,11,1175354,1901695,2012,2012-01-03 08:18:16,41.885630077,-87.631518326,"(41.885630077, -87.631518326)"
+2617371,HJ216694,2003-03-03 18:00:00,073XX S SOUTH SHORE DR,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,1366,False,False,334,NA,7,43,26,1195387,1857193,2003,ERROR,41.76304161,-87.559426843,"(41.76304161, -87.559426843)"
+7970463,HT202960,2011-02-15 17:00:00,077XX S NORMAL AVE,1110,DECEPTIVE PRACTICE,BOGUS CHECK,APARTMENT,4925,False,False,621,6,17,69,11,1174337,1853795,2011,ERROR,41.754210881,-87.636679059,"(41.754210881, -87.636679059)"
+6529891,HP602686,2008-10-01 02:46:00,002XX E 35TH ST,0820,THEFT,$500 AND UNDER,SIDEWALK,496,False,False,2112,2,2,35,06,1178613,1881880,2008,ERROR,41.831182706,-87.620155187,"(41.831182706, -87.620155187)"
+7957427,HT189220,2011-03-05 02:00:00,044XX N MILWAUKEE AVE,0460,BATTERY,SIMPLE,SIDEWALK,4218,False,False,1623,16,45,15,08B,1141633,1928786,2011,2011-08-03 11:36:40,41.960660635,-87.754678083,"(41.960660635, -87.754678083)"
+8157874,HT373208,2011-06-30 09:40:00,038XX W MADISON ST,2027,NARCOTICS,POSS: CRACK,GROCERY FOOD STORE,4416,True,False,1122,11,28,26,18,1150456,1899690,2011,ERROR,41.880650508,-87.723001331,"(41.880650508, -87.723001331)"
+3216861,HK232167,2004-03-10 18:30:00,0000X W 111TH ST,0890,THEFT,FROM BUILDING,HOSPITAL BUILDING/GROUNDS,2419,False,False,522,5,34,49,06,1177728,1831317,2004,ERROR,41.692452292,-87.624930074,"(41.692452292, -87.624930074)"
+2177171,HH431013,2002-06-10 05:51:58,046XX W 82ND ST,0460,BATTERY,SIMPLE,APARTMENT,4946,False,False,834,NA,13,70,08B,1146910,1849636,2002,ERROR,41.743363318,-87.737296807,"(41.743363318, -87.737296807)"
+8393994,HT626631,2011-12-10 20:40:00,076XX S NORMAL AVE,0460,BATTERY,SIMPLE,STREET,3091,False,False,621,6,17,69,08B,1174322,1854368,2011,ERROR,41.755783597,-87.636717026,"(41.755783597, -87.636717026)"
+3445477,HK002362,2004-07-23 21:30:00,021XX W SUPERIOR ST,0820,THEFT,$500 AND UNDER,RESIDENCE,26,False,False,1313,12,1,24,06,1162023,1904942,2004,2014-04-12 12:43:35,41.894828854,-87.680381499,"(41.894828854, -87.680381499)"
+1393385,G083313,2001-02-09 22:06:39,063XX S ALBANY AV,2027,NARCOTICS,POSS: CRACK,STREET,1258,True,False,823,NA,NA,NA,18,1156765,1862558,2001,ERROR,41.778630305,-87.700838972,"(41.778630305, -87.700838972)"
+8144026,HT378531,2011-07-02 23:00:00,033XX W 63RD ST,1310,CRIMINAL DAMAGE,TO PROPERTY,OTHER,2973,False,False,823,8,15,66,14,1155411,1862617,2011,2011-05-07 14:12:04,41.778819432,-87.705801296,"(41.778819432, -87.705801296)"
+1971985,HH155823,2002-01-29 15:25:27,033XX W FLOURNOY ST,0460,BATTERY,SIMPLE,STREET,4324,False,False,1134,NA,NA,NA,08B,1154134,1896793,2002,ERROR,41.872628267,-87.709573266,"(41.872628267, -87.709573266)"
+8586946,HV261160,2012-04-25 19:30:00,103XX S TORRENCE AVE,0810,THEFT,OVER $500,RESIDENCE,3718,False,False,434,4,10,51,06,1195470,1836864,2012,2012-10-05 12:01:25,41.707255067,-87.559792308,"(41.707255067, -87.559792308)"
+4342220,HL629648,2005-09-22 17:00:00,021XX N LAWLER AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3886,True,False,2522,25,31,19,08B,1142418,1913633,2005,ERROR,41.919064771,-87.752169679,"(41.919064771, -87.752169679)"
+9280006,HW424844,2013-08-25 21:30:00,001XX W 95TH ST,0890,THEFT,FROM BUILDING,RESTAURANT,4034,False,False,634,6,21,49,06,1176654,1841992,2013,ERROR,41.721770166,-87.628542273,"(41.721770166, -87.628542273)"
+2813480,HJ464372,2003-06-30 18:40:01,005XX S COLUMBUS DR,0820,THEFT,$500 AND UNDER,PARK PROPERTY,143,True,False,124,1,2,32,06,1178319,1898125,2003,2014-04-12 12:43:35,41.875766752,-87.620739245,"(41.875766752, -87.620739245)"
+3561152,HK648531,2004-09-26 04:30:45,110XX S HALSTED ST,0560,ASSAULT,SIMPLE,OTHER,4272,True,False,2233,22,34,75,08A,1172920,1831338,2004,ERROR,41.692617079,-87.642532293,"(41.692617079, -87.642532293)"
+10050076,HY238761,2015-04-28 07:55:00,082XX S MARYLAND AVE,031A,ROBBERY,ARMED: HANDGUN,ALLEY,3860,False,False,631,6,8,44,03,1183383,1850376,2015,2015-05-05 12:47:16,41.744622997,-87.603634954,"(41.744622997, -87.603634954)"
+8001148,HT233085,2011-04-03 23:15:00,107XX S BENSLEY AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,638,False,True,434,4,10,51,26,1194521,1834420,2011,2011-06-04 13:32:13,41.700571822,-87.563347504,"(41.700571822, -87.563347504)"
+6228780,HP311138,2008-05-01 15:18:59,0000X E GARFIELD BLVD,0560,ASSAULT,SIMPLE,RESTAURANT,1289,False,False,233,2,20,40,08A,1177260,1868390,2008,ERROR,41.794195672,-87.625527066,"(41.794195672, -87.625527066)"
+6779900,HR184949,2009-02-23 16:00:00,010XX W GARFIELD BLVD,0820,THEFT,$500 AND UNDER,RESIDENCE,477,False,False,712,7,16,68,06,1170399,1868173,2009,2009-06-04 15:49:19,41.79375246,-87.65069229,"(41.79375246, -87.65069229)"
+7426826,HS229492,2010-03-28 01:59:00,066XX N OLMSTED AVE,0460,BATTERY,SIMPLE,PARKING LOT/GARAGE(NON.RESID.),643,True,False,1612,16,41,9,08B,1124889,1943652,2010,ERROR,42.001748276,-87.815908566,"(42.001748276, -87.815908566)"
+2466429,HH796219,2002-11-22 20:00:00,074XX S INDIANA AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,4674,False,True,323,NA,6,69,26,1178843,1855836,2002,ERROR,41.759710302,-87.620104123,"(41.759710302, -87.620104123)"
+4607990,HM202545,2006-02-26 12:00:00,069XX S CORNELL AVE,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,1838,False,False,332,3,5,43,05,1188596,1859060,2006,2006-05-03 04:52:17,41.768329782,-87.584257056,"(41.768329782, -87.584257056)"
+4704001,HM309457,2006-04-22 00:00:00,043XX W 59TH ST,1305,CRIMINAL DAMAGE,CRIMINAL DEFACEMENT,RESIDENTIAL YARD (FRONT/BACK),3755,False,False,813,8,13,62,14,1148566,1865172,2006,ERROR,41.785965095,-87.730830299,"(41.785965095, -87.730830299)"
+4742590,HM348904,2006-05-13 16:30:00,029XX E 80TH ST,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,STREET,693,True,False,422,4,7,46,15,1196921,1852523,2006,ERROR,41.75018879,-87.553959645,"(41.75018879, -87.553959645)"
+6917090,HR321572,2009-05-14 22:30:00,022XX N NAGLE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3547,True,True,2512,25,36,19,08B,1133001,1914445,2009,2009-03-06 14:53:51,41.921462904,-87.786750394,"(41.921462904, -87.786750394)"
+6072784,HP171029,2008-02-11 20:52:00,013XX S CANAL ST,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,GROCERY FOOD STORE,3576,False,False,131,1,2,28,11,1173296,1893975,2008,ERROR,41.864491821,-87.639304867,"(41.864491821, -87.639304867)"
+8412665,HT645859,2011-12-24 07:30:00,021XX N CALIFORNIA AVE,0340,ROBBERY,ATTEMPT: STRONGARM-NO WEAPON,SIDEWALK,1132,False,False,1431,14,1,22,03,1157384,1914494,2011,2012-12-01 19:07:21,41.921135948,-87.69715911,"(41.921135948, -87.69715911)"
+3341445,HK378381,2004-05-20 22:30:00,002XX E OHIO ST,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),3433,False,False,1834,18,42,8,06,1178331,1904297,2004,2014-04-12 12:43:35,41.892702762,-87.620506953,"(41.892702762, -87.620506953)"
+6468782,HP546433,2008-09-01 02:01:30,037XX N HALSTED ST,0460,BATTERY,SIMPLE,SIDEWALK,4456,False,False,2324,19,46,6,08B,1170291,1925093,2008,2008-09-10 20:44:50,41.949947525,-87.649425319,"(41.949947525, -87.649425319)"
+8339679,HT573293,2011-11-03 13:20:00,007XX E 60TH ST,1330,CRIMINAL TRESPASS,TO LAND,RESIDENCE,4190,False,False,313,3,20,42,26,1182232,1865350,2011,2011-04-11 10:08:19,41.785739862,-87.607389268,"(41.785739862, -87.607389268)"
+1950234,HH139194,2002-01-18 17:00:00,009XX W HURON ST,0810,THEFT,OVER $500,OTHER,4875,False,False,1323,NA,NA,NA,06,1169707,1905109,2002,2014-04-12 12:43:35,41.895123178,-87.652155546,"(41.895123178, -87.652155546)"
+7041908,HR449221,2009-07-26 01:00:00,015XX N OAKLEY BLVD,0810,THEFT,OVER $500,STREET,2985,False,False,1424,14,1,24,06,1160755,1910100,2009,ERROR,41.9090092,-87.684895322,"(41.9090092, -87.684895322)"
+6768049,HR182077,2009-02-21 17:10:00,119XX S MICHIGAN AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1367,False,False,532,5,9,53,14,1178941,1825981,2009,ERROR,41.677782065,-87.620650719,"(41.677782065, -87.620650719)"
+3758036,HL123864,2005-01-14 07:45:00,068XX S CARPENTER ST,031A,ROBBERY,ARMED: HANDGUN,STREET,3785,False,False,724,7,17,68,03,1170445,1859718,2005,ERROR,41.770549943,-87.65076972,"(41.770549943, -87.65076972)"
+9421792,HW565556,2013-12-10 12:10:00,065XX S SANGAMON ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,3539,False,True,723,7,17,68,08B,1171144,1861336,2013,ERROR,41.774974679,-87.648160214,"(41.774974679, -87.648160214)"
+7746209,HS553647,2010-10-08 08:30:00,075XX S KINGSTON AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,APARTMENT,1033,False,True,421,4,7,43,14,1194540,1855586,2010,ERROR,41.758652752,-87.562583957,"(41.758652752, -87.562583957)"
+3024764,HJ733776,2003-11-01 00:00:00,086XX S HERMITAGE AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,4585,False,False,614,6,18,71,05,1166139,1847570,2003,ERROR,41.73730682,-87.666898779,"(41.73730682, -87.666898779)"
+6155450,HP244652,2008-03-26 09:00:00,047XX S KEDVALE AVE,0820,THEFT,$500 AND UNDER,VEHICLE NON-COMMERCIAL,11,False,False,815,8,23,57,06,1149453,1872819,2008,ERROR,41.806932525,-87.727380443,"(41.806932525, -87.727380443)"
+2806099,HJ459080,2003-06-28 11:01:33,052XX S MARSHFIELD AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3964,False,False,932,9,16,61,08B,1166277,1869726,2003,ERROR,41.798102902,-87.665763163,"(41.798102902, -87.665763163)"
+1454319,G168841,2001-03-24 21:20:00,014XX S LOOMIS ST,2024,NARCOTICS,POSS: HEROIN(WHITE),CHA PARKING LOT/GROUNDS,4558,True,False,1231,NA,NA,NA,18,1167225,1893379,2001,ERROR,41.862988863,-87.661608429,"(41.862988863, -87.661608429)"
+5328640,HN178376,2007-02-15 17:43:21,0000X W 47TH ST,1330,CRIMINAL TRESPASS,TO LAND,PARK PROPERTY,1763,True,False,231,2,3,38,26,1176599,1873813,2007,ERROR,41.809091808,-87.627787677,"(41.809091808, -87.627787677)"
+5030418,HM631435,2006-09-30 04:01:00,012XX S SAWYER AVE,0560,ASSAULT,SIMPLE,RESIDENCE,1035,True,False,1022,10,24,29,08A,1154859,1893942,2006,2006-06-10 04:52:45,41.86479033,-87.706987824,"(41.86479033, -87.706987824)"
+9694653,HX345023,2014-07-14 16:10:00,038XX W CHICAGO AVE,2028,NARCOTICS,POSS: SYNTHETIC DRUGS,OTHER,1780,True,False,1112,11,27,23,18,1150812,1905031,2014,ERROR,41.89529982,-87.7215543,"(41.89529982, -87.7215543)"
+2506466,HH847658,2002-12-19 09:26:25,010XX S LOOMIS ST,0460,BATTERY,SIMPLE,SIDEWALK,2190,False,False,1231,NA,2,28,08B,1167166,1895406,2002,ERROR,41.868552388,-87.661766802,"(41.868552388, -87.661766802)"
+3995692,HL357532,2005-05-14 23:00:00,106XX S MACKINAW AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,4448,False,False,432,4,10,52,14,1200233,1834857,2005,ERROR,41.70162895,-87.542418081,"(41.70162895, -87.542418081)"
+1406698,G119938,2001-03-01 16:31:26,023XX W MADISON ST,0320,ROBBERY,STRONGARM - NO WEAPON,STREET,1768,False,False,1332,NA,NA,NA,03,1161051,1900007,2001,ERROR,41.881307035,-87.684088522,"(41.881307035, -87.684088522)"
+2063190,HH283739,2002-04-03 19:45:00,040XX N LINCOLN AV,1330,CRIMINAL TRESPASS,TO LAND,DRUG STORE,622,True,False,1912,NA,NA,NA,26,1162045,1927127,2002,ERROR,41.955705485,-87.679679583,"(41.955705485, -87.679679583)"
+2187834,HH444731,2002-06-15 21:22:16,004XX E 75TH ST,0915,MOTOR VEHICLE THEFT,"TRUCK, BUS, MOTOR HOME",STREET,1461,False,False,323,NA,6,69,07,1180456,1855421,2002,ERROR,41.758534647,-87.61420526,"(41.758534647, -87.61420526)"
+4856312,HM458067,2006-07-06 11:34:00,037XX S WESTERN AVE,0460,BATTERY,SIMPLE,CTA BUS,2800,False,False,913,9,12,59,08B,1161018,1879907,2006,ERROR,41.826151267,-87.684767164,"(41.826151267, -87.684767164)"
+4948851,HM562638,2006-08-25 20:00:00,069XX S LOOMIS BLVD,0890,THEFT,FROM BUILDING,RESIDENCE,3312,False,False,734,7,17,67,06,1168156,1858673,2006,ERROR,41.767731872,-87.65919032,"(41.767731872, -87.65919032)"
+6687849,HR102460,2009-01-02 15:29:00,105XX S EGGLESTON AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,1562,False,False,2233,22,34,49,18,1175109,1835065,2009,2009-02-01 16:25:12,41.702796067,-87.634407275,"(41.702796067, -87.634407275)"
+7550137,HS346624,2010-06-07 05:46:00,007XX W GARFIELD BLVD,0610,BURGLARY,FORCIBLE ENTRY,SMALL RETAIL STORE,4436,False,False,934,9,3,61,05,1172153,1868433,2010,ERROR,41.794427528,-87.644252869,"(41.794427528, -87.644252869)"
+8453368,HV131074,2012-01-23 22:00:00,068XX N SHERIDAN RD,0820,THEFT,$500 AND UNDER,STREET,44,False,False,2431,24,49,1,06,1167006,1945516,2012,ERROR,42.006060138,-87.660911233,"(42.006060138, -87.660911233)"
+1754134,G565506,2001-09-20 22:05:00,007XX E 111 ST,0460,BATTERY,SIMPLE,POLICE FACILITY/VEH PARKING LOT,715,False,False,531,NA,NA,NA,08B,1183305,1831462,2001,ERROR,41.692722515,-87.604507439,"(41.692722515, -87.604507439)"
+2522777,HJ100697,2002-12-31 23:30:00,116XX S VINCENNES AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2478,False,False,2234,NA,34,75,14,1165846,1827777,2002,ERROR,41.682997842,-87.668532113,"(41.682997842, -87.668532113)"
+1864439,G708189,2001-11-25 13:30:00,007XX N LARAMIE AV,0325,ROBBERY,VEHICULAR HIJACKING,ALLEY,1350,False,False,1524,NA,NA,NA,03,1141513,1904551,2001,ERROR,41.894159515,-87.755719492,"(41.894159515, -87.755719492)"
+6934825,HR340739,2009-05-25 21:45:00,061XX S RACINE AVE,2027,NARCOTICS,POSS: CRACK,SIDEWALK,1582,True,False,713,7,16,67,18,1169326,1864268,2009,ERROR,41.783059997,-87.654739922,"(41.783059997, -87.654739922)"
+7981176,HT213299,2011-03-21 13:59:00,001XX W 35TH ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,CTA TRAIN,4539,True,False,924,9,11,34,18,1175731,1881812,2011,ERROR,41.831061278,-87.630731407,"(41.831061278, -87.630731407)"
+4065862,HL408235,2005-06-08 22:48:24,002XX W 87TH ST,0840,THEFT,FINANCIAL ID THEFT: OVER $300,WAREHOUSE,3963,False,False,622,6,21,44,06,1176403,1847255,2005,ERROR,41.736218161,-87.629303966,"(41.736218161, -87.629303966)"
+2034759,HH247819,2002-03-16 10:00:00,018XX N DRAKE AV,0930,MOTOR VEHICLE THEFT,THEFT/RECOVERY: AUTOMOBILE,STREET,776,False,False,1422,NA,NA,NA,07,1152570,1911949,2002,ERROR,41.914248882,-87.714914388,"(41.914248882, -87.714914388)"
+5544920,HN356358,2007-05-21 17:00:00,090XX S LAFLIN ST,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,3133,False,False,2222,22,21,73,26,1167966,1844587,2007,ERROR,41.729082013,-87.660290623,"(41.729082013, -87.660290623)"
+4959301,HM571754,2006-08-29 22:30:00,015XX E 87TH ST,0610,BURGLARY,FORCIBLE ENTRY,SMALL RETAIL STORE,1634,True,False,412,4,8,48,05,1187761,1847553,2006,2008-02-05 01:04:48,41.736773407,-87.587683232,"(41.736773407, -87.587683232)"
+7521660,HS325090,2010-05-25 00:00:00,030XX N PARKSIDE AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,3579,False,False,2514,25,31,19,14,1138129,1919810,2010,ERROR,41.93609381,-87.767778496,"(41.93609381, -87.767778496)"
+4982342,HM596076,2006-09-12 00:00:00,014XX N DAMEN AVE,0820,THEFT,$500 AND UNDER,VEHICLE NON-COMMERCIAL,35,False,False,1424,14,1,24,06,1162762,1909616,2006,2014-04-12 12:43:35,41.907639198,-87.677536132,"(41.907639198, -87.677536132)"
+7403488,HS205438,2010-03-13 04:25:00,080XX S MAY ST,0810,THEFT,OVER $500,STREET,2170,False,False,612,6,21,71,06,1170015,1851280,2010,ERROR,41.74740433,-87.652590689,"(41.74740433, -87.652590689)"
+3140084,HK132250,2004-01-18 11:06:46,024XX N RACINE AVE,0460,BATTERY,SIMPLE,STREET,2504,False,False,1933,19,32,7,08B,1167856,1916386,2004,ERROR,41.926108075,-87.658627954,"(41.926108075, -87.658627954)"
+5902358,HN700127,2007-11-10 11:00:00,003XX S WACKER DR,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),749,False,False,112,1,2,32,06,1174015,1898799,2007,2014-04-12 12:43:35,41.877713219,-87.636521697,"(41.877713219, -87.636521697)"
+4572931,HM163096,2006-02-04 14:00:00,045XX S WESTERN AVE,0820,THEFT,$500 AND UNDER,PARKING LOT/GARAGE(NON.RESID.),42,False,False,914,9,12,61,06,1161174,1874190,2006,2014-04-12 12:43:35,41.810459905,-87.684353246,"(41.810459905, -87.684353246)"
+10012442,HY202116,2015-03-28 21:12:00,050XX N FRANCISCO AVE,2093,NARCOTICS,FOUND SUSPECT NARCOTICS,APARTMENT,1022,True,False,2031,20,40,4,26,1156167,1933292,2015,2015-04-04 12:43:24,41.972743598,-87.701121216,"(41.972743598, -87.701121216)"
+6554328,HN700877,2007-11-11 04:00:00,076XX S RHODES AVE,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,STREET,4899,False,False,624,6,6,69,04B,1181189,1854379,2007,ERROR,41.755658442,-87.611550936,"(41.755658442, -87.611550936)"
+4398984,HL638310,2005-10-05 11:25:00,011XX N MONTICELLO AVE,2095,NARCOTICS,ATTEMPT POSSESSION NARCOTICS,STREET,3766,True,False,1112,11,27,23,18,1151799,1907151,2005,ERROR,41.901097939,-87.717873412,"(41.901097939, -87.717873412)"
+2797787,HJ448611,2003-06-23 07:00:00,057XX S ABERDEEN ST,0890,THEFT,FROM BUILDING,STREET,1540,False,False,712,7,16,68,06,1169915,1867003,2003,ERROR,41.79055238,-87.652501059,"(41.79055238, -87.652501059)"
+4471342,HL761655,2005-11-29 09:57:17,071XX S LAFAYETTE AVE,1750,OFFENSE INVOLVING CHILDREN,CHILD ABUSE,RESIDENCE,3232,True,False,731,7,6,69,20,1177037,1857432,2005,ERROR,41.764130805,-87.626675,"(41.764130805, -87.626675)"
+2751617,HJ389272,2003-05-27 08:16:40,028XX W 24TH BLVD,0460,BATTERY,SIMPLE,"SCHOOL, PUBLIC, BUILDING",2758,False,False,1033,NA,12,30,08B,1157546,1887831,2003,ERROR,41.847966869,-87.697289982,"(41.847966869, -87.697289982)"
+8965579,HW113481,2013-01-11 03:00:00,023XX N LOWELL AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,3640,False,False,2522,25,31,20,26,1146957,1915184,2013,2013-05-02 14:37:42,41.923235246,-87.735452966,"(41.923235246, -87.735452966)"
+5171598,HM762872,2006-12-08 13:45:00,044XX W GLADYS AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,1177,False,True,1131,11,24,26,08B,1146659,1898021,2006,ERROR,41.876143827,-87.736986299,"(41.876143827, -87.736986299)"
+5510052,HN329067,2007-05-08 00:30:00,049XX W BELDEN AVE,0890,THEFT,FROM BUILDING,APARTMENT,2656,False,True,2522,25,31,19,06,1142729,1914878,2007,ERROR,41.922475392,-87.750995953,"(41.922475392, -87.750995953)"
+6808651,HR218704,2009-03-16 14:17:54,004XX N CENTRAL AVE,0460,BATTERY,SIMPLE,SIDEWALK,2744,False,False,1512,15,29,25,08B,1138919,1902473,2009,ERROR,41.888504748,-87.765297105,"(41.888504748, -87.765297105)"
+4991519,HM449098,2006-07-01 22:02:41,071XX S MERRILL AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,4231,True,False,333,3,5,43,18,1191746,1858246,2006,ERROR,41.766020241,-87.572737379,"(41.766020241, -87.572737379)"
+4052767,HL403567,2005-06-06 19:30:00,025XX S WASHTENAW AVE,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,STREET,3538,False,False,1034,10,12,30,04B,1158738,1886739,2005,ERROR,41.844945991,-87.692945166,"(41.844945991, -87.692945166)"
+8032674,HT264580,2011-04-21 13:30:00,098XX S ELLIS AVE,0890,THEFT,FROM BUILDING,RESIDENCE,4298,False,False,511,5,8,50,06,1184583,1839875,2011,ERROR,41.715779068,-87.599566057,"(41.715779068, -87.599566057)"
+6241707,HP331800,2008-05-12 08:00:00,047XX W HARRISON ST,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,APARTMENT,3322,False,False,1131,11,24,25,26,1144898,1896892,2008,ERROR,41.873079106,-87.743480642,"(41.873079106, -87.743480642)"
+3134450,HK125197,2004-01-14 12:00:00,064XX S WINCHESTER AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,3991,True,False,726,7,15,67,07,1164415,1862214,2004,ERROR,41.777528496,-87.672803106,"(41.777528496, -87.672803106)"
+1329888,G024689,2001-01-12 11:00:00,109XX S EDBROOKE AV,4650,OTHER OFFENSE,SEX OFFENDER: FAIL TO REGISTER,RESIDENCE,3264,True,False,513,NA,NA,NA,26,1179220,1832688,2001,ERROR,41.696180708,-87.619426047,"(41.696180708, -87.619426047)"
+5756722,HN564951,2007-09-02 06:30:00,014XX W 77TH ST,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2012,False,False,612,6,17,71,14,1167956,1853723,2007,2007-06-09 01:56:11,41.754152713,-87.660065416,"(41.754152713, -87.660065416)"
+8280908,HT515268,2011-09-26 15:06:00,057XX S SACRAMENTO AVE,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,4992,False,False,824,8,14,63,05,1157396,1866517,2011,2011-01-10 09:51:22,41.789481609,-87.69841849,"(41.789481609, -87.69841849)"
+7835980,HS637015,2010-11-28 22:35:00,103XX S ALBANY AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,4609,False,True,2211,22,19,74,08B,1157431,1835903,2010,2010-08-12 16:32:38,41.705471163,-87.699117536,"(41.705471163, -87.699117536)"
+3607193,HK688263,2004-10-15 11:56:00,081XX S WOODLAWN AVE,0915,MOTOR VEHICLE THEFT,"TRUCK, BUS, MOTOR HOME",STREET,756,False,False,411,4,8,45,07,1185584,1851347,2004,ERROR,41.74723602,-87.595539795,"(41.74723602, -87.595539795)"
+9468000,HX121120,2014-01-18 23:00:00,015XX S KEDZIE AVE,0820,THEFT,$500 AND UNDER,RESIDENCE,155,False,False,1022,10,24,29,06,1155311,1892547,2014,ERROR,41.860953237,-87.705365981,"(41.860953237, -87.705365981)"
+6576153,HP648649,2008-10-25 10:30:00,041XX W POTOMAC AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,4740,False,False,2534,25,37,23,14,1148653,1908301,2008,ERROR,41.904315009,-87.729399290999993,"(41.904315009, -87.729399291)"
+3864612,HL239886,2005-01-21 00:01:00,100XX W OHARE ST,0890,THEFT,FROM BUILDING,AIRPORT/AIRCRAFT,4122,False,False,1651,16,41,76,06,1100635,1934208,2005,ERROR,41.976200173,-87.905312411,"(41.976200173, -87.905312411)"
+6466118,HP543667,2008-08-30 13:24:00,001XX N STATE ST,0860,THEFT,RETAIL THEFT,DEPARTMENT STORE,3056,True,False,122,1,42,32,06,1176390,1900949,2008,2008-02-09 08:07:10,41.883559699,-87.627736496,"(41.883559699, -87.627736496)"
+5519425,HL290196,2005-04-12 11:30:00,010XX N RIDGEWAY AVE,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,ALLEY,2680,True,False,1112,NA,27,23,26,NA,NA,2005,2007-08-08 02:59:32,NA,NA,
+2939383,HJ625230,2003-09-11 10:00:00,021XX N DAMEN AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,3838,False,False,1432,14,32,22,26,1162713,1914372,2003,ERROR,41.92069102,-87.677582552,"(41.92069102, -87.677582552)"
+2424495,HH744202,2001-10-19 13:00:00,073XX S HALSTED ST,1120,DECEPTIVE PRACTICE,FORGERY,CURRENCY EXCHANGE,4149,False,False,733,NA,17,68,10,1172207,1855826,2001,ERROR,41.759831266,-87.644425197,"(41.759831266, -87.644425197)"
+9212260,HW358008,2013-07-11 15:00:00,052XX W LE MOYNE ST,0810,THEFT,OVER $500,APARTMENT,4849,False,True,2532,25,37,25,06,1141354,1909518,2013,2013-12-07 09:06:47,41.907792476,-87.756180729,"(41.907792476, -87.756180729)"
+4506402,HL736000,2005-11-15 03:42:50,0000X E BURTON PL,2022,NARCOTICS,POSS: COCAINE,STREET,2650,True,False,1824,18,43,8,18,1176556,1910448,2005,ERROR,41.909621673,-87.626839707,"(41.909621673, -87.626839707)"
+1344183,G043772,2001-01-21 16:50:00,042XX S WENTWORTH AV,1330,CRIMINAL TRESPASS,TO LAND,GAS STATION,3960,False,False,935,NA,NA,NA,26,1175608,1876581,2001,ERROR,41.816709722,-87.631339516,"(41.816709722, -87.631339516)"
+1563501,G320369,2001-06-03 04:40:00,035XX S FEDERAL ST,0460,BATTERY,SIMPLE,CHA APARTMENT,791,False,True,211,NA,NA,NA,08B,1176255,1881268,2001,ERROR,41.829556721,-87.628825201,"(41.829556721, -87.628825201)"
+3340028,HK377408,2004-05-20 20:54:54,007XX S WESTERN AVE,1330,CRIMINAL TRESPASS,TO LAND,GROCERY FOOD STORE,555,True,False,1224,12,2,28,26,1160541,1896784,2004,ERROR,41.872473399,-87.68605047,"(41.872473399, -87.68605047)"
+9985418,HY175099,2015-03-06 23:40:00,015XX N WELLS ST,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,RESTAURANT,3210,False,False,1821,18,43,8,11,1174460,1910637,2015,ERROR,41.910187414,-87.634533777,"(41.910187414, -87.634533777)"
+5212650,HM793429,2006-12-24 11:45:00,041XX W VAN BUREN ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1567,False,False,1132,11,24,26,14,1148616,1897735,2006,2007-02-01 06:08:05,41.875321473,-87.729808188,"(41.875321473, -87.729808188)"
+10002890,HY192231,2015-03-20 16:27:00,033XX W 60TH ST,2826,OTHER OFFENSE,HARASSMENT BY ELECTRONIC MEANS,RESIDENCE,509,False,False,822,8,16,66,26,1154876,1864671,2015,ERROR,41.784466611,-87.70770788,"(41.784466611, -87.70770788)"
+6237879,HP323989,2008-05-08 10:35:00,053XX S WESTERN BLVD,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,PARKING LOT/GARAGE(NON.RESID.),2025,False,False,915,9,16,63,07,1161471,1869210,2008,2008-11-05 13:01:30,41.796788001,-87.683402001,"(41.796788001, -87.683402001)"
+9198183,HW343691,2013-07-01 12:30:00,078XX S LAFLIN ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1113,False,False,612,6,17,71,14,1167515,1852777,2013,2013-02-07 08:31:12,41.751566217,-87.661708602,"(41.751566217, -87.661708602)"
+9914993,HY104705,2015-01-05 05:00:00,045XX S DREXEL BLVD,0820,THEFT,$500 AND UNDER,APARTMENT,127,False,False,221,2,4,39,06,1182916,1875077,2015,2015-12-01 12:48:04,41.812415676,-87.604579073,"(41.812415676, -87.604579073)"
+5812687,HN606869,2007-06-14 15:00:00,056XX S DORCHESTER AVE,0890,THEFT,FROM BUILDING,GAS STATION,2970,False,False,2133,2,5,41,06,1186553,1867773,2007,2007-10-10 01:49:09,41.792287561,-87.591469992,"(41.792287561, -87.591469992)"
+1758189,G568662,2001-09-22 11:17:43,031XX W 26 ST,5001,OTHER OFFENSE,OTHER CRIME INVOLVING PROPERTY,PARKING LOT/GARAGE(NON.RESID.),992,True,False,1033,NA,NA,NA,26,1156100,1886534,2001,ERROR,41.844437017,-87.70263184,"(41.844437017, -87.70263184)"
+6402809,HP474280,2008-07-23 16:00:00,089XX S YATES BLVD,0842,THEFT,AGG: FINANCIAL ID THEFT,RESIDENCE,1990,False,False,413,4,7,48,06,1193691,1845865,2008,2008-08-08 18:07:56,41.731998345,-87.566013112,"(41.731998345, -87.566013112)"
+5475427,HN298043,2007-04-22 08:35:00,053XX S KEDZIE AVE,1513,PROSTITUTION,SOLICIT FOR BUSINESS,STREET,1380,True,False,911,9,14,63,16,1155993,1869052,2007,ERROR,41.796466324,-87.703494798,"(41.796466324, -87.703494798)"
+1523992,G255343,2001-05-04 09:55:00,056XX S ROCKWELL ST,141C,WEAPONS VIOLATION,UNLAWFUL USE OTHER DANG WEAPON,"SCHOOL, PUBLIC, BUILDING",3922,True,False,824,NA,NA,NA,15,1159962,1867094,2001,ERROR,41.791012589,-87.688993852,"(41.791012589, -87.688993852)"
+2921705,HJ600586,2003-09-01 01:00:00,023XX N KARLOV AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3929,False,True,2525,25,31,20,08B,1148703,1915194,2003,ERROR,41.923229102,-87.729037228,"(41.923229102, -87.729037228)"
+1854395,G695770,2001-11-19 10:10:00,066XX S PULASKI RD,0810,THEFT,OVER $500,COMMERCIAL / BUSINESS OFFICE,3532,False,False,833,NA,NA,NA,06,1150890,1860070,2001,2014-04-12 12:43:35,41.771919396,-87.722442165,"(41.771919396, -87.722442165)"
+1908796,G765379,2001-12-23 04:20:00,055XX W VAN BUREN ST,0460,BATTERY,SIMPLE,RESIDENCE,1688,False,False,1522,NA,NA,NA,08B,1139450,1897421,2001,ERROR,41.874631745,-87.763470245,"(41.874631745, -87.763470245)"
+8164922,HT399379,2011-07-15 23:40:00,076XX S CICERO AVE,0560,ASSAULT,SIMPLE,STREET,1389,False,False,833,8,13,65,08A,1145766,1853738,2011,ERROR,41.75464162,-87.741385158,"(41.75464162, -87.741385158)"
+3254937,HK279665,2004-04-03 10:00:00,065XX N BOSWORTH AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,3491,False,False,2432,24,40,1,05,1164802,1943333,2004,ERROR,42.000117152,-87.669082287,"(42.000117152, -87.669082287)"
+5390304,HN233940,2007-03-18 19:50:00,006XX N ALBANY AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,VEHICLE NON-COMMERCIAL,1362,False,True,1313,12,27,23,08B,1155550,1904304,2007,ERROR,41.893210839,-87.704172295,"(41.893210839, -87.704172295)"
+8413638,HT647149,2011-12-25 17:30:00,069XX S CAMPBELL AVE,0330,ROBBERY,AGGRAVATED,SIDEWALK,1377,False,False,832,8,15,66,03,1160874,1858299,2011,ERROR,41.766859084,-87.685892542,"(41.766859084, -87.685892542)"
+9527581,HX181802,2014-03-12 12:15:00,054XX S WINCHESTER AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,1147,False,True,932,9,16,61,08B,1164316,1868765,2014,ERROR,41.795507366,-87.672981591,"(41.795507366, -87.672981591)"
+5133690,HM731231,2006-11-20 14:00:00,073XX N HARLEM AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,2303,False,False,1611,16,41,9,26,1127349,1948389,2006,ERROR,42.014705871,-87.806751157,"(42.014705871, -87.806751157)"
+1995039,HH153002,2002-01-28 07:00:00,074XX N DAMEN AV,0460,BATTERY,SIMPLE,RESIDENCE,794,False,True,2424,NA,NA,NA,08B,1161699,1949553,2002,ERROR,42.01725048,-87.680322966,"(42.01725048, -87.680322966)"
+4296516,HL531043,2005-08-05 23:09:43,006XX N CENTRAL PARK AVE,2024,NARCOTICS,POSS: HEROIN(WHITE),STREET,2630,True,False,1122,11,27,23,18,1152231,1903962,2005,ERROR,41.892338494,-87.716370862,"(41.892338494, -87.716370862)"
+5458813,HN287100,2007-04-16 17:45:00,051XX S ASHLAND AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,PARKING LOT/GARAGE(NON.RESID.),4687,True,True,932,9,16,61,08B,1166579,1870797,2007,ERROR,41.801035411,-87.66462512,"(41.801035411, -87.66462512)"
+1556046,G312776,2001-05-30 16:45:00,014XX E 69 ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE PORCH/HALLWAY,1587,False,False,332,NA,NA,NA,14,1187298,1859575,2001,ERROR,41.769773909,-87.588998442,"(41.769773909, -87.588998442)"
+6713807,HR129777,2009-01-19 21:00:00,020XX N MOZART ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,4049,False,False,1414,14,35,22,14,1157024,1913723,2009,ERROR,41.919027585,-87.698502808,"(41.919027585, -87.698502808)"
+1940740,HH119927,2002-01-11 12:00:00,047XX S UNION AV,0460,BATTERY,SIMPLE,"SCHOOL, PUBLIC, BUILDING",3229,True,False,935,NA,NA,NA,08B,1172475,1873203,2002,ERROR,41.807509816,-87.642931616,"(41.807509816, -87.642931616)"
+3362955,HK409648,2004-06-04 17:00:00,055XX W QUINCY ST,051A,ASSAULT,AGGRAVATED: HANDGUN,STREET,3449,False,False,1522,15,29,25,04A,1139492,1898492,2004,ERROR,41.877569945,-87.763289921,"(41.877569945, -87.763289921)"
+1892993,G744161,2001-12-12 11:40:00,077XX W HOWARD ST,0840,THEFT,FINANCIAL ID THEFT: OVER $300,RESIDENCE,2824,False,False,1611,NA,NA,NA,06,1123943,1949779,2001,ERROR,42.018576967,-87.819253498,"(42.018576967, -87.819253498)"
+4987543,HM599912,2006-09-13 23:41:57,032XX S LITUANICA AVE,1305,CRIMINAL DAMAGE,CRIMINAL DEFACEMENT,PARKING LOT/GARAGE(NON.RESID.),2748,True,False,924,9,11,60,14,1170787,1883697,2006,ERROR,41.836343419,-87.648816066,"(41.836343419, -87.648816066)"
+8978243,HW122178,2013-01-04 11:00:00,017XX N LOTUS AVE,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,2463,False,False,2532,25,37,25,26,1139764,1910834,2013,2013-12-02 12:25:23,41.91143294,-87.761989425,"(41.91143294, -87.761989425)"
+9287934,HW432629,2013-09-01 03:30:00,023XX S HOMAN AVE,0460,BATTERY,SIMPLE,SIDEWALK,2341,False,False,1024,10,22,30,08B,1154021,1888439,2013,2013-02-09 12:27:03,41.849706206,-87.710210751,"(41.849706206, -87.710210751)"
+3601383,HK694936,2004-09-18 00:00:00,002XX N KILBOURN AVE,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,RESIDENCE,3628,False,False,1113,11,28,26,11,1146400,1900624,2004,ERROR,41.883291699,-87.737870956,"(41.883291699, -87.737870956)"
+7719567,HS527233,2010-09-21 20:50:00,051XX W WELLINGTON AVE,4387,OTHER OFFENSE,VIOLATE ORDER OF PROTECTION,RESIDENCE,3751,False,True,2521,25,31,19,26,1141674,1919503,2010,2010-11-10 15:54:50,41.935186459,-87.754757729,"(41.935186459, -87.754757729)"
+6550412,HP624139,2008-10-13 00:00:37,052XX S MARSHFIELD AVE,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,STREET,2524,True,False,932,9,16,61,15,1166269,1870015,2008,ERROR,41.798896123,-87.66578427,"(41.798896123, -87.66578427)"
+2902949,HJ579061,2003-07-16 15:58:00,046XX W 55TH ST,1206,DECEPTIVE PRACTICE,"THEFT BY LESSEE,MOTOR VEH",OTHER,4441,True,False,813,8,23,56,11,1146337,1867704,2003,ERROR,41.792955883,-87.738938839,"(41.792955883, -87.738938839)"
+3505136,HK581743,2004-08-25 18:04:00,071XX W 64TH PL,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,4733,False,False,812,8,23,64,26,1129743,1860965,2004,ERROR,41.774761494,-87.799941841,"(41.774761494, -87.799941841)"
+8081212,HT310002,2011-05-23 11:30:00,046XX N SHERIDAN RD,0460,BATTERY,SIMPLE,SIDEWALK,3485,False,False,2312,19,46,3,08B,1168819,1931361,2011,ERROR,41.967179243,-87.654653712,"(41.967179243, -87.654653712)"
+1652291,G430211,2001-07-22 12:15:00,012XX N PARKSIDE AV,2230,LIQUOR LAW VIOLATION,ILLEGAL CONSUMPTION BY MINOR,STREET,1369,True,False,2531,NA,NA,NA,22,1138416,1907506,2001,ERROR,41.902325047,-87.767022333,"(41.902325047, -87.767022333)"
+7784284,HS576050,2010-10-21 19:27:56,008XX E 89TH ST,2027,NARCOTICS,POSS: CRACK,APARTMENT,4100,True,False,632,6,8,44,18,1183562,1846188,2010,2010-10-11 15:04:15,41.733126496,-87.603109289,"(41.733126496, -87.603109289)"
+4392495,HL685535,2005-10-18 07:00:00,008XX N LATROBE AVE,0810,THEFT,OVER $500,STREET,4453,False,False,1524,15,37,25,06,1141162,1905112,2005,2014-04-12 12:43:35,41.895705443,-87.756994782,"(41.895705443, -87.756994782)"
+8322510,HT548001,2011-10-17 17:30:00,067XX S CLYDE AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,4763,False,False,331,3,5,43,26,1191419,1860438,2011,ERROR,41.772043187,-87.573864982,"(41.772043187, -87.573864982)"
+5784220,HN581658,2007-06-08 23:40:00,003XX S WASHTENAW AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,SIDEWALK,2376,False,True,1125,11,2,27,08B,1158395,1898272,2007,ERROR,41.876600753,-87.693888703,"(41.876600753, -87.693888703)"
+1473650,G192572,2001-04-05 10:10:00,028XX W ARTHINGTON ST,2024,NARCOTICS,POSS: HEROIN(WHITE),STREET,1925,True,False,1135,NA,NA,NA,18,1157618,1895874,2001,ERROR,41.870036252,-87.6968069,"(41.870036252, -87.6968069)"
+7157534,HR565848,2009-10-01 15:40:00,079XX S DAMEN AVE,0320,ROBBERY,STRONGARM - NO WEAPON,SIDEWALK,531,False,False,611,6,18,71,03,1164362,1852231,2009,2009-10-10 16:21:59,41.750134873,-87.673278237,"(41.750134873, -87.673278237)"
+3712271,HK684159,2004-10-13 13:15:00,072XX S SOUTH CHICAGO AVE,5011,OTHER OFFENSE,LICENSE VIOLATION,RESIDENCE-GARAGE,824,False,False,323,3,5,69,26,1183382,1857501,2004,2007-11-06 15:52:33,41.764174754,-87.603417126,"(41.764174754, -87.603417126)"
+1741181,G550640,2001-09-12 14:00:00,021XX W RANDOLPH ST,1750,OFFENSE INVOLVING CHILDREN,CHILD ABUSE,RESIDENCE,4543,False,True,1332,NA,NA,NA,20,1162226,1901155,2001,ERROR,41.884432772,-87.679741878,"(41.884432772, -87.679741878)"
+6882076,HR288440,2009-04-25 18:00:00,046XX S RICHMOND ST,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,4485,False,False,912,9,14,58,14,1157528,1873541,2009,ERROR,41.80875374,-87.697744048,"(41.80875374, -87.697744048)"
+8303183,HT520944,2011-09-30 03:15:00,002XX E 121ST PL,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,2521,False,False,532,5,9,53,08B,1180264,1824414,2011,ERROR,41.673451854,-87.615855891,"(41.673451854, -87.615855891)"
+9010374,HW157593,2013-02-15 12:30:00,051XX S CALIFORNIA AVE,0820,THEFT,$500 AND UNDER,PARKING LOT/GARAGE(NON.RESID.),94,False,False,923,9,14,63,06,1158620,1870342,2013,ERROR,41.799953035,-87.693826098,"(41.799953035, -87.693826098)"
+7689122,HS495203,2010-08-31 19:00:00,003XX E OHIO ST,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,RESIDENCE,4329,False,False,1834,18,42,8,11,1178952,1904236,2010,ERROR,41.892521195,-87.618228164,"(41.892521195, -87.618228164)"
+1438982,G153765,2001-03-17 23:38:07,062XX S ST LAWRENCE AV,1821,NARCOTICS,MANU/DEL:CANNABIS 10GM OR LESS,STREET,4128,True,False,313,NA,NA,NA,18,1181276,1863401,2001,ERROR,41.780413719,-87.610954415,"(41.780413719, -87.610954415)"
+9340354,HW484281,2013-10-07 23:00:00,096XX S WENTWORTH AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,2824,False,False,511,5,21,49,05,1176693,1840729,2013,ERROR,41.718303448,-87.628437301,"(41.718303448, -87.628437301)"
+3044554,HJ746479,2003-11-08 10:25:00,018XX W 51ST ST,2017,NARCOTICS,MANU/DELIVER:CRACK,SIDEWALK,1194,True,False,932,9,16,61,18,1165175,1870833,2003,ERROR,41.801164057,-87.669773064,"(41.801164057, -87.669773064)"
+6080834,HP159980,2008-02-05 10:10:00,010XX N HUDSON AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,964,True,False,1823,18,27,8,18,1172947,1907120,2008,ERROR,41.900570272,-87.640196289,"(41.900570272, -87.640196289)"
+4594393,HM187557,2006-02-18 03:50:00,027XX N MILWAUKEE AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,OTHER,4685,False,False,1412,14,35,22,14,1153678,1918136,2006,2014-04-12 12:43:35,41.931204528,-87.710678708,"(41.931204528, -87.710678708)"
+9681055,HX331130,2014-07-04 15:00:00,021XX W PETERSON AVE,0860,THEFT,RETAIL THEFT,DEPARTMENT STORE,4484,True,False,2413,24,40,2,06,1161031,1939882,2014,2014-11-07 12:39:31,41.990726931,-87.683051337,"(41.990726931, -87.683051337)"
+6696343,HR110836,2009-01-07 19:30:00,021XX W SHAKESPEARE AVE,0320,ROBBERY,STRONGARM - NO WEAPON,STREET,3344,False,False,1432,14,32,22,03,1161425,1914413,2009,2009-03-02 19:02:28,41.920830456,-87.682313785,"(41.920830456, -87.682313785)"
+7313029,HS117588,2010-01-13 00:21:00,032XX N CLARK ST,2022,NARCOTICS,POSS: COCAINE,STREET,4814,True,False,1924,19,44,6,18,1169902,1921495,2010,ERROR,41.94008298,-87.650960519,"(41.94008298, -87.650960519)"
+8914447,HV587762,2012-12-03 19:40:00,077XX S ASHLAND AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,4861,True,False,612,6,17,71,18,1167067,1853091,2012,2012-03-12 20:28:11,41.752437462,-87.663341352,"(41.752437462, -87.663341352)"
+8813683,HV486788,2012-09-22 09:00:00,017XX E 56TH ST,0890,THEFT,FROM BUILDING,APARTMENT,3006,False,False,235,2,5,41,06,1188630,1868244,2012,ERROR,41.793530583,-87.583839014,"(41.793530583, -87.583839014)"
+2915956,HJ592169,2003-08-28 08:00:00,078XX S GREENWOOD AVE,0560,ASSAULT,SIMPLE,RESIDENCE,3119,False,False,624,6,8,69,08A,1184870,1853297,2003,2007-11-06 15:52:33,41.752603788,-87.598095,"(41.752603788, -87.598095)"
+5426156,HN256370,2007-03-29 18:30:00,0000X W CERMAK RD,0810,THEFT,OVER $500,STREET,1448,False,False,134,1,3,33,06,1176378,1889737,2007,2014-04-12 12:43:35,41.852793534,-87.628118788,"(41.852793534, -87.628118788)"
+1331639,G028143,2001-01-12 21:00:00,034XX S KING DR,0820,THEFT,$500 AND UNDER,DRUG STORE,282,True,False,2122,NA,NA,NA,06,1179512,1882402,2001,2014-04-12 12:43:35,41.832594585,-87.616840751,"(41.832594585, -87.616840751)"
+1947050,HH132691,2002-01-17 18:49:57,005XX E 44 PL,0460,BATTERY,SIMPLE,RESIDENCE,4529,False,False,222,NA,NA,NA,08B,1180563,1875665,2002,ERROR,41.814083626,-87.613191703,"(41.814083626, -87.613191703)"
+2490949,HH828905,2002-12-07 18:00:00,008XX W 53RD ST,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,RESIDENCE,2258,False,False,934,NA,3,61,11,1171449,1869703,2002,ERROR,41.797928002,-87.646797215,"(41.797928002, -87.646797215)"
+5985175,HN780490,2007-12-27 17:30:00,019XX E 79TH ST,031A,ROBBERY,ARMED: HANDGUN,OTHER,2491,True,False,414,4,8,43,03,1190626,1853018,2007,ERROR,41.751701272,-87.577010969,"(41.751701272, -87.577010969)"
+2817048,HJ473101,2003-07-04 23:55:30,050XX N WESTERN AVE,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,1995,False,False,2031,20,47,4,05,1159496,1933143,2003,ERROR,41.972266669,-87.688883926,"(41.972266669, -87.688883926)"
+9456119,HX108965,2014-01-10 01:04:00,075XX S LAFAYETTE AVE,2028,NARCOTICS,POSS: SYNTHETIC DRUGS,STREET,1608,True,False,623,6,6,69,18,1177099,1855191,2014,2014-12-01 00:40:28,41.757979849,-87.626515246,"(41.757979849, -87.626515246)"
+2798720,HJ444156,2003-06-21 15:58:37,001XX W LAKE ST,0312,ROBBERY,ARMED:KNIFE/CUTTING INSTRUMENT,CTA PLATFORM,1268,False,False,113,1,42,32,03,1175497,1901776,2003,ERROR,41.885849135,-87.630990773,"(41.885849135, -87.630990773)"
+7499449,HS302738,2010-05-11 17:56:00,045XX N BROADWAY,0486,BATTERY,DOMESTIC BATTERY SIMPLE,STREET,2688,False,False,2311,19,46,3,08B,1168079,1930569,2010,2010-12-05 14:32:35,41.965022021,-87.65739756,"(41.965022021, -87.65739756)"
+3967996,HL332690,2005-05-03 13:20:00,014XX S CHRISTIANA AVE,0545,ASSAULT,PRO EMP HANDS NO/MIN INJURY,"SCHOOL, PUBLIC, BUILDING",2513,True,False,1021,10,24,29,08A,1154231,1892646,2005,ERROR,41.861246512,-87.709327807,"(41.861246512, -87.709327807)"
+8209042,HT442926,2011-08-11 14:41:00,068XX S WOLCOTT AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,1871,True,False,726,7,17,67,18,1164911,1859184,2011,2011-11-08 15:42:15,41.769203304,-87.6710703,"(41.769203304, -87.6710703)"
+4973670,HM585353,2006-09-06 07:50:00,094XX S LAFAYETTE AVE,0810,THEFT,OVER $500,STREET,4120,False,False,634,6,21,49,06,1177555,1842613,2006,2014-04-12 12:43:35,41.723453982,-87.625223371,"(41.723453982, -87.625223371)"
+1393322,G107984,2001-02-22 22:15:00,087XX S PEORIA ST,0271,CRIM SEXUAL ASSAULT,ATTEMPT AGG: HANDGUN,STREET,1517,False,False,2222,NA,NA,NA,02,1171783,1847121,2001,ERROR,41.735952909,-87.646233916,"(41.735952909, -87.646233916)"
+9297259,HW442278,2013-09-07 15:30:00,059XX S ELIZABETH ST,0560,ASSAULT,SIMPLE,RESIDENCE,1658,False,False,713,7,16,67,08A,1168974,1865056,2013,2013-10-09 09:12:36,41.785229979,-87.656007708,"(41.785229979, -87.656007708)"
+8764812,HV435925,2012-08-17 15:00:00,053XX S MONITOR AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,2173,False,False,811,8,23,56,07,1138309,1868694,2012,ERROR,41.795821159,-87.768353304,"(41.795821159, -87.768353304)"
+6872272,HR278952,2009-04-21 02:08:00,083XX S KEDZIE AVE,0610,BURGLARY,FORCIBLE ENTRY,BARBERSHOP,2575,False,False,834,8,18,70,05,1156456,1849198,2009,ERROR,41.741974607,-87.702331067,"(41.741974607, -87.702331067)"
+3886460,HL262763,2005-03-29 08:00:00,062XX W DICKENS AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,926,False,False,2512,25,29,19,07,1134702,1913339,2005,ERROR,41.918397987,-87.780526574,"(41.918397987, -87.780526574)"
+9247581,HW393661,2013-08-04 23:33:00,083XX S DORCHESTER AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,STREET,2059,True,True,412,4,8,45,08B,1187024,1850166,2013,2013-05-08 05:38:09,41.743961235,-87.590300673,"(41.743961235, -87.590300673)"
+6240467,HP328601,2008-05-09 00:00:00,038XX N PACIFIC AVE,0890,THEFT,FROM BUILDING,RESIDENCE,957,False,False,1631,16,36,17,06,1122068,1924371,2008,2008-11-05 08:02:48,41.948885353,-87.82670641,"(41.948885353, -87.82670641)"
+2325815,HH620831,2002-08-29 18:30:00,009XX E 82ND ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1157,False,False,631,NA,8,44,14,1184144,1850866,2002,ERROR,41.745949866,-87.600831299,"(41.745949866, -87.600831299)"
+1481452,G218910,2001-04-14 10:15:00,017XX W 43 ST,0820,THEFT,$500 AND UNDER,STREET,248,False,False,914,NA,NA,NA,06,1165712,1876148,2001,2014-04-12 12:43:35,41.815737633,-87.667652714,"(41.815737633, -87.667652714)"
+2193379,HH452636,2002-06-19 11:09:24,027XX E 76TH ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,509,False,False,421,NA,7,43,14,1195835,1855198,2002,ERROR,41.757556115,-87.557850794,"(41.757556115, -87.557850794)"
+6970254,HR375030,2009-06-14 14:15:00,052XX W WOLFRAM ST,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE,683,False,False,2514,25,31,19,05,1140877,1918484,2009,ERROR,41.932404942,-87.757711919,"(41.932404942, -87.757711919)"
+7626585,HS431129,2010-07-26 19:16:00,012XX W WASHBURNE AVE,2220,LIQUOR LAW VIOLATION,ILLEGAL POSSESSION BY MINOR,STREET,4211,True,False,1231,12,2,28,22,1168368,1894493,2010,ERROR,41.866021153,-87.65738041,"(41.866021153, -87.65738041)"
+8990632,HW137651,2013-01-30 12:12:00,060XX S TALMAN AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,1914,True,False,825,8,15,66,05,1159702,1864538,2013,2013-05-02 08:59:06,41.784003919,-87.690017346,"(41.784003919, -87.690017346)"
+3647659,HK742033,2004-11-10 09:15:00,062XX S COTTAGE GROVE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,STREET,3824,False,True,313,3,20,42,08B,1182595,1863841,2004,ERROR,41.781590611,-87.606105147,"(41.781590611, -87.606105147)"
+6003770,HP103458,2008-01-03 00:06:00,056XX S TRIPP AVE,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,SIDEWALK,2815,True,False,813,8,13,62,15,1148949,1867064,2008,2008-09-01 10:07:35,41.791149667,-87.729377285,"(41.791149667, -87.729377285)"
+6025842,HP129074,2008-01-02 16:00:00,069XX S KIMBARK AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,3731,False,False,321,3,5,69,14,1185895,1859153,2008,ERROR,41.768649107,-87.59415445,"(41.768649107, -87.59415445)"
+4800609,HM411215,2006-05-17 20:00:00,114XX S DR MARTIN LUTHER KING JR DR,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,3162,False,True,531,5,9,49,26,1180987,1829335,2006,ERROR,41.686939238,-87.613059096,"(41.686939238, -87.613059096)"
+1666539,G443084,2001-07-27 21:11:26,048XX W FLETCHER ST,0460,BATTERY,SIMPLE,RESIDENCE,2067,True,False,2521,NA,NA,NA,08B,1143266,1920538,2001,ERROR,41.937996967,-87.748881061,"(41.937996967, -87.748881061)"
+5182497,HM771133,2006-12-13 02:45:33,037XX W ROOSEVELT RD,0460,BATTERY,SIMPLE,STREET,1387,False,False,1011,10,24,29,08B,1151547,1894410,2006,2007-11-06 15:52:33,41.866140241,-87.719133978,"(41.866140241, -87.719133978)"
+2653415,HJ264288,2003-03-27 17:55:45,035XX S RHODES AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,1255,False,False,212,NA,4,35,08B,1180131,1881336,2003,ERROR,41.829655213,-87.614602295,"(41.829655213, -87.614602295)"
+1351172,G053225,2001-01-25 20:00:00,023XX W CULLERTON ST,0820,THEFT,$500 AND UNDER,STREET,16,False,False,1223,NA,NA,NA,06,1161315,1890317,2001,2014-04-12 12:43:35,41.854711274,-87.683388522,"(41.854711274, -87.683388522)"
+10107538,HY295865,2015-06-10 18:55:00,031XX W VAN BUREN ST,2024,NARCOTICS,POSS: HEROIN(WHITE),PARK PROPERTY,515,True,False,1134,11,28,27,18,1155706,1897956,2015,ERROR,41.875788166,-87.703770398,"(41.875788166, -87.703770398)"
+2379764,HH688374,2002-10-02 22:17:34,012XX E 93RD ST,0560,ASSAULT,SIMPLE,OTHER,3430,False,True,413,NA,8,47,08A,1186314,1843608,2002,ERROR,41.725982183,-87.593108809,"(41.725982183, -87.593108809)"
+2267732,HH544517,2002-07-29 18:20:00,024XX N MONTICELLO AVE,0460,BATTERY,SIMPLE,APARTMENT,1972,False,False,2524,NA,35,22,08B,1151599,1915885,2002,ERROR,41.925068771,-87.718378015,"(41.925068771, -87.718378015)"
+9401609,HW544488,2013-11-22 15:00:00,022XX W 47TH ST,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,1599,False,True,931,9,12,61,26,1161952,1873419,2013,ERROR,41.80832803,-87.681521068,"(41.80832803, -87.681521068)"
+1724872,G526711,2001-09-02 23:30:00,008XX W BARRY AV,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,1898,False,False,1932,NA,NA,NA,07,1170165,1920835,2001,ERROR,41.938266163,-87.650013252,"(41.938266163, -87.650013252)"
+7236503,HR651141,2009-11-19 12:30:00,045XX N KEDZIE AVE,0843,THEFT,ATTEMPT FINANCIAL IDENTITY THEFT,RESIDENCE,1452,False,False,1724,17,33,14,06,1154268,1930085,2009,ERROR,41.963981641,-87.708190292,"(41.963981641, -87.708190292)"
+4531738,HM116986,2006-01-10 17:40:00,018XX W ADDISON ST,0460,BATTERY,SIMPLE,STREET,1107,False,False,1923,19,47,5,08B,1163300,1923889,2006,ERROR,41.94679389,-87.675157351,"(41.94679389, -87.675157351)"
+6323346,HP407292,2008-06-21 01:08:00,027XX W 79TH ST,1220,DECEPTIVE PRACTICE,THEFT OF LOST/MISLAID PROP,ALLEY,1728,True,False,835,8,18,70,11,1159359,1852062,2008,ERROR,41.749774969,-87.691616189,"(41.749774969, -87.691616189)"
+2811252,HJ435689,2003-06-17 19:01:00,007XX N HARDING AVE,2024,NARCOTICS,POSS: HEROIN(WHITE),SIDEWALK,3835,True,False,1112,11,27,23,18,1149954,1904935,2003,ERROR,41.895053131,-87.724708046,"(41.895053131, -87.724708046)"
+10109799,HY298102,2015-06-12 13:35:00,055XX W BELMONT AVE,0560,ASSAULT,SIMPLE,ALLEY,4032,False,False,2514,25,30,19,08A,1138524,1920677,2015,ERROR,41.938465788,-87.766305737,"(41.938465788, -87.766305737)"
+2122047,HH360853,2002-05-08 03:00:00,035XX W 115TH PL,0810,THEFT,OVER $500,STREET,586,False,False,2211,NA,19,74,06,1155019,1827742,2002,2014-04-12 12:43:35,41.683124226,-87.70816705,"(41.683124226, -87.70816705)"
+5459179,HN286810,2007-04-14 11:00:00,017XX N SEDGWICK ST,0610,BURGLARY,FORCIBLE ENTRY,CONSTRUCTION SITE,4496,False,False,1813,18,43,7,05,1173287,1911789,2007,2007-01-05 07:13:54,41.913374701,-87.638808607,"(41.913374701, -87.638808607)"
+9427739,HW571708,2013-12-15 12:19:00,038XX W 65TH PL,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,RESIDENCE,2456,True,False,833,8,13,65,15,1151877,1860935,2013,ERROR,41.774273798,-87.718801431,"(41.774273798, -87.718801431)"
+9549159,HX200896,2014-03-23 14:00:00,0000X W WASHINGTON ST,1152,DECEPTIVE PRACTICE,ILLEGAL USE CASH CARD,BANK,506,False,False,111,1,42,32,11,1175824,1900858,2014,ERROR,41.883322741,-87.629817609,"(41.883322741, -87.629817609)"
+3085284,HJ808984,2003-12-10 01:30:00,015XX W MADISON ST,031A,ROBBERY,ARMED: HANDGUN,STREET,1775,False,False,1211,12,2,28,03,1165905,1900059,2003,ERROR,41.881347579,-87.666263434,"(41.881347579, -87.666263434)"
+4372149,HL665453,2005-10-10 19:30:00,037XX N RECREATION DR,0820,THEFT,$500 AND UNDER,PARK PROPERTY,375,False,False,2323,19,46,6,06,1171814,1925403,2005,2014-04-12 12:43:35,41.950764691,-87.643817819,"(41.950764691, -87.643817819)"
+8955831,HW104841,2013-01-01 20:21:00,027XX W 56TH ST,2826,OTHER OFFENSE,HARASSMENT BY ELECTRONIC MEANS,RESIDENCE,4110,False,False,824,8,16,63,26,1159094,1867451,2013,2013-10-01 14:22:16,41.792010053,-87.692166871,"(41.792010053, -87.692166871)"
+7846213,HS658466,2010-12-13 10:50:00,032XX W 26TH ST,031A,ROBBERY,ARMED: HANDGUN,SMALL RETAIL STORE,4184,True,False,1024,10,22,30,03,1155078,1886589,2010,2012-06-02 11:35:31,41.844608478,-87.706380961,"(41.844608478, -87.706380961)"
+7357351,HS158950,2010-02-10 08:10:00,003XX S SACRAMENTO BLVD,033A,ROBBERY,ATTEMPT: ARMED-HANDGUN,STREET,3954,False,False,1124,11,28,27,03,1156394,1898275,2010,2010-06-07 20:35:42,41.876649659,-87.701235678,"(41.876649659, -87.701235678)"
+8459205,HV136620,2012-01-28 22:45:00,008XX N TRIPP AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2553,False,False,1111,11,37,23,14,1147864,1905093,2012,ERROR,41.895527127,-87.732380072,"(41.895527127, -87.732380072)"
+1389813,G101962,2001-02-19 18:05:00,016XX E 74 PL,0560,ASSAULT,SIMPLE,STREET,681,False,True,324,NA,NA,NA,08A,1188468,1855950,2001,ERROR,41.75979873,-87.584825427,"(41.75979873, -87.584825427)"
+7865849,HS679407,2010-12-28 12:40:00,031XX W MADISON ST,0560,ASSAULT,SIMPLE,APARTMENT,1924,False,False,1124,11,28,27,08A,1155534,1899811,2010,ERROR,41.880881934,-87.704352007,"(41.880881934, -87.704352007)"
+4757789,HM369541,2006-05-23 16:00:00,017XX N WOLCOTT AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,2770,False,True,1434,14,32,24,26,1163450,1911711,2006,ERROR,41.913373563,-87.674949723,"(41.913373563, -87.674949723)"
+3189601,HK196709,2004-02-21 18:00:00,025XX N HARLEM AVE,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),1669,False,False,2512,25,36,18,06,1127702,1916103,2004,2014-04-12 12:43:35,41.9261037,-87.806183216,"(41.9261037, -87.806183216)"
+4409636,HL704892,2005-10-30 15:03:19,083XX S BOND AVE,0454,BATTERY,AGG PO HANDS NO/MIN INJURY,RESIDENCE,4370,True,False,424,4,10,46,08B,1198647,1849847,2005,ERROR,41.742802579,-87.547724486,"(41.742802579, -87.547724486)"
+1505171,G248949,2001-05-01 12:00:00,002XX S MICHIGAN AV,0560,ASSAULT,SIMPLE,STREET,861,False,False,123,NA,NA,NA,08A,1177284,1899473,2001,ERROR,41.879489257,-87.624498463,"(41.879489257, -87.624498463)"
+4586711,HM178303,2006-02-13 02:00:53,003XX N LARAMIE AVE,0460,BATTERY,SIMPLE,RESTAURANT,1167,False,False,1532,15,28,25,08B,1141691,1901663,2006,ERROR,41.886231203,-87.755137217,"(41.886231203, -87.755137217)"
+1989552,HH189521,2002-02-15 19:50:00,075XX S SAGINAW AV,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,1219,True,False,421,NA,NA,NA,07,1195277,1855344,2002,ERROR,41.757970535,-87.559890935,"(41.757970535, -87.559890935)"
+3644751,HK740805,2004-11-08 17:00:00,018XX S KARLOV AVE,0810,THEFT,OVER $500,STREET,788,False,False,1012,10,24,29,06,1149319,1890548,2004,2014-04-12 12:43:35,41.855585896,-87.727413274,"(41.855585896, -87.727413274)"
+8573990,HV248559,2012-04-18 23:00:00,004XX N CENTRAL PARK BLVD,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,602,False,False,1122,11,27,23,07,1152144,1902675,2012,ERROR,41.888808551,-87.716724345,"(41.888808551, -87.716724345)"
+3524215,HK604674,2004-09-05 19:15:00,036XX W SHAKESPEARE AVE,2027,NARCOTICS,POSS: CRACK,SIDEWALK,4206,True,False,2525,25,26,22,18,1151518,1913999,2004,2007-11-06 15:52:33,41.919895016,-87.718725318,"(41.919895016, -87.718725318)"
+1847188,G685045,2001-11-14 09:00:00,050XX S LAWNDALE AV,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE-GARAGE,3981,False,False,821,NA,NA,NA,05,1152515,1871081,2001,ERROR,41.802103414,-87.716195637,"(41.802103414, -87.716195637)"
+7342528,HS143733,2010-01-30 11:35:00,010XX W FOSTER AVE,0340,ROBBERY,ATTEMPT: STRONGARM-NO WEAPON,ALLEY,1187,False,False,2023,20,48,77,03,1168536,1934754,2010,2010-11-02 08:18:49,41.976495882,-87.655595568,"(41.976495882, -87.655595568)"
+7778066,HS583693,2010-10-26 13:20:00,003XX W 117TH ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,4154,False,True,522,5,34,53,08B,1176304,1827385,2010,ERROR,41.681694308,-87.630261037,"(41.681694308, -87.630261037)"
+1348067,G033281,2001-01-16 13:30:00,011XX N WASHTENAW AV,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,783,True,False,1311,NA,NA,NA,18,1158142,1907777,2001,ERROR,41.902688501,-87.694557839,"(41.902688501, -87.694557839)"
+9251968,HW395546,2013-05-19 00:01:00,005XX E 32ND ST,0840,THEFT,FINANCIAL ID THEFT: OVER $300,RESIDENCE,2608,False,False,211,2,4,35,06,1180472,1883635,2013,2013-08-08 11:12:43,41.835955998,-87.613280481,"(41.835955998, -87.613280481)"
+1866081,G710432,2001-08-30 04:15:00,055XX W NORTH AV,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,3533,False,False,2532,NA,NA,NA,05,1138844,1910120,2001,ERROR,41.909490409,-87.765386627,"(41.909490409, -87.765386627)"
+3462034,HK533284,2004-08-01 00:00:00,004XX N OAKLEY BLVD,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),2427,False,False,1313,12,27,24,06,1161044,1902666,2004,2014-04-12 12:43:35,41.888603708,-87.684040351,"(41.888603708, -87.684040351)"
+8200080,HT434131,2011-08-05 01:00:00,043XX S HONORE ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,3797,False,False,914,9,12,61,07,1164697,1876102,2011,2011-06-08 10:43:36,41.81563292,-87.67137723,"(41.81563292, -87.67137723)"
+1532170,G282968,2001-05-15 17:00:00,008XX W CUYLER AV,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,589,False,False,2322,NA,NA,NA,07,1169953,1927283,2001,ERROR,41.955964358,-87.650603629,"(41.955964358, -87.650603629)"
+8748519,HV423660,2012-08-09 23:43:00,003XX N DEARBORN ST,0460,BATTERY,SIMPLE,BAR OR TAVERN,4895,True,False,1831,18,42,8,08B,1175921,1902673,2012,2012-10-08 09:09:49,41.888301019,-87.629406752,"(41.888301019, -87.629406752)"
+3064212,HJ783363,2003-11-26 12:45:00,003XX N MICHIGAN AVE,0890,THEFT,FROM BUILDING,RESTAURANT,4952,False,False,122,1,42,32,06,1177207,1902277,2003,ERROR,41.887185329,-87.624696174,"(41.887185329, -87.624696174)"
+9266858,HW411605,2013-08-16 21:00:00,026XX N MOZART ST,0820,THEFT,$500 AND UNDER,STREET,2,False,False,1411,14,35,22,06,1156956,1917741,2013,ERROR,41.930054663,-87.69864338,"(41.930054663, -87.69864338)"
+2563813,HJ151075,2003-01-24 17:00:00,037XX S DR MARTIN LUTHER KING JR DR,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE-GARAGE,995,False,False,211,NA,3,35,05,1179437,1879984,2003,ERROR,41.825961127,-87.617189893,"(41.825961127, -87.617189893)"
+6272130,HP360251,2008-05-27 23:19:23,078XX S CLYDE AVE,0495,BATTERY,AGGRAVATED OF A SENIOR CITIZEN,RESIDENCE,1708,True,False,414,4,8,43,04B,1191603,1853399,2008,ERROR,41.752723145,-87.573418451,"(41.752723145, -87.573418451)"
+1694291,G483134,2001-08-14 15:00:00,063XX S ELLIS AV,041A,BATTERY,AGGRAVATED: HANDGUN,STREET,1918,False,False,314,NA,NA,NA,04B,1184186,1863155,2001,ERROR,41.779671095,-87.600293674,"(41.779671095, -87.600293674)"
+9180052,HW325256,2013-06-19 00:05:00,063XX S DR MARTIN LUTHER KING JR DR,1210,DECEPTIVE PRACTICE,THEFT OF LABOR/SERVICES,CTA PLATFORM,2418,True,False,312,3,20,69,11,1179964,1863307,2013,ERROR,41.780185918,-87.615767262,"(41.780185918, -87.615767262)"
+9280642,HW425506,2013-08-26 22:00:00,018XX N LARRABEE ST,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE-GARAGE,2483,False,False,1813,18,43,7,05,1171935,1912782,2013,ERROR,41.916129478,-87.643746195,"(41.916129478, -87.643746195)"
+4593336,HM184287,2006-02-16 10:20:00,008XX E 103RD ST,0460,BATTERY,SIMPLE,"SCHOOL, PUBLIC, BUILDING",3892,False,False,512,5,9,50,08B,1183714,1836812,2006,2006-06-03 03:53:14,41.707394098,-87.602843897,"(41.707394098, -87.602843897)"
+8204247,HT438156,2011-08-08 14:10:00,092XX S CLYDE AVE,0915,MOTOR VEHICLE THEFT,"TRUCK, BUS, MOTOR HOME",STREET,845,False,False,413,4,8,48,07,1191741,1844312,2011,2011-09-08 09:44:36,41.727784247,-87.573206878,"(41.727784247, -87.573206878)"
+7787558,HS589500,2010-10-27 10:00:00,070XX S PERRY AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,3600,False,False,731,7,6,69,07,1176581,1858104,2010,2010-05-11 08:26:29,41.765985117,-87.628326152,"(41.765985117, -87.628326152)"
+5607127,HN408670,2007-06-16 08:15:00,002XX W 106TH PL,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,4526,False,True,512,5,34,49,14,1176238,1834270,2007,ERROR,41.700589255,-87.630296938,"(41.700589255, -87.630296938)"
+8287357,HT521174,2011-09-30 11:00:00,052XX W JACKSON BLVD,1310,CRIMINAL DAMAGE,TO PROPERTY,APARTMENT,2963,False,False,1522,15,29,25,14,1141368,1898125,2011,2011-01-10 10:34:37,41.876528452,-87.756410705,"(41.876528452, -87.756410705)"
+2090773,HH320445,2002-04-20 19:30:00,054XX W JACKSON BL,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,3689,False,False,1522,NA,NA,NA,26,1140018,1898171,2002,ERROR,41.876679476,-87.761366414,"(41.876679476, -87.761366414)"
+9718774,HX368460,2014-07-31 11:30:00,042XX S CALIFORNIA AVE,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,4785,False,False,921,9,12,58,05,1158367,1876251,2014,2014-07-08 12:40:12,41.816173258,-87.694592874,"(41.816173258, -87.694592874)"
+5349618,HN204723,2007-03-02 20:20:00,036XX W CORTLAND ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,3550,True,False,2535,25,26,22,08B,1151444,1912332,2007,2007-08-03 21:51:06,41.915322073,-87.719041079,"(41.915322073, -87.719041079)"
+9883576,HX534835,2014-12-08 06:30:00,026XX N OAK PARK AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,1739,False,False,2512,25,36,18,14,1130669,1917134,2014,ERROR,41.928882318,-87.79525692,"(41.928882318, -87.79525692)"
+2130685,HH371576,2002-05-14 14:00:00,034XX N NARRAGANSETT AVE,0810,THEFT,OVER $500,"SCHOOL, PUBLIC, BUILDING",2624,False,False,1632,NA,36,17,06,1133059,1921942,2002,2014-04-12 12:43:35,41.942034525,-87.786361549,"(41.942034525, -87.786361549)"
+1450362,G178877,2001-03-29 17:50:47,003XX W 52 PL,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,STREET,3979,False,False,934,NA,NA,NA,04B,1174942,1870105,2001,ERROR,41.798953863,-87.633975858,"(41.798953863, -87.633975858)"
+3802924,HL107794,2005-01-05 11:00:00,051XX S CICERO AVE,1513,PROSTITUTION,SOLICIT FOR BUSINESS,STREET,4516,True,False,814,8,23,56,16,1145182,1870371,2005,ERROR,41.800296394,-87.743107012,"(41.800296394, -87.743107012)"
+6423969,HP506680,2008-08-08 17:00:00,105XX S VINCENNES AVE,0890,THEFT,FROM BUILDING,CONSTRUCTION SITE,3187,False,False,2212,22,19,72,06,1168786,1835112,2008,2008-06-09 10:53:12,41.703063528,-87.657559187,"(41.703063528, -87.657559187)"
+4619517,HM216542,2006-03-06 13:00:00,032XX S KEDZIE AVE,0890,THEFT,FROM BUILDING,RESTAURANT,4455,False,False,1033,10,12,30,06,1155585,1883125,2006,2006-08-03 04:01:50,41.835092676,-87.704613393,"(41.835092676, -87.704613393)"
+3896698,HL272683,2005-04-03 19:00:00,028XX N NARRAGANSETT AVE,0820,THEFT,$500 AND UNDER,PARKING LOT/GARAGE(NON.RESID.),40,False,False,2511,25,36,19,06,1133225,1917988,2005,2014-04-12 12:43:35,41.931181393,-87.785844226,"(41.931181393, -87.785844226)"
+8760257,HV434693,2012-08-17 15:30:00,051XX N MILWAUKEE AVE,1345,CRIMINAL DAMAGE,TO CITY OF CHICAGO PROPERTY,POLICE FACILITY/VEH PARKING LOT,653,True,False,1623,16,45,11,14,1138481,1933660,2012,ERROR,41.974093149,-87.766147965,"(41.974093149, -87.766147965)"
+5284889,HN142213,2007-01-24 07:45:00,003XX W 83RD ST,0810,THEFT,OVER $500,CONSTRUCTION SITE,3850,False,False,622,6,21,44,06,1175483,1849872,2007,2014-04-12 12:43:35,41.743420145,-87.632596441,"(41.743420145, -87.632596441)"
+6146157,HP237155,2008-03-21 16:00:00,055XX W NORTH AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,PARKING LOT/GARAGE(NON.RESID.),2698,False,False,2532,25,37,25,14,1138898,1910041,2008,ERROR,41.909272642,-87.765190174,"(41.909272642, -87.765190174)"
+5828373,HN638214,2007-10-09 16:00:00,013XX E 62ND ST,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,STREET,4548,True,False,314,3,20,42,26,1185883,1864191,2007,ERROR,41.782474101,-87.594039684,"(41.782474101, -87.594039684)"
+9962492,HY151390,2015-02-13 20:00:00,019XX W MORSE AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,OTHER,581,False,False,2424,24,49,1,14,1161994,1946107,2015,ERROR,42.007788395,-87.679334315,"(42.007788395, -87.679334315)"
+6576639,HP649030,2008-10-26 14:44:24,026XX W CHICAGO AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,1628,False,False,1313,12,26,24,05,1158778,1905190,2008,2009-01-08 20:33:55,41.895576534999996,-87.692292699,"(41.895576535, -87.692292699)"
+2773697,HJ394838,2003-05-29 17:10:00,008XX N AVERS AVE,2024,NARCOTICS,POSS: HEROIN(WHITE),SIDEWALK,1426,True,False,1112,NA,27,23,18,1150597,1905710,2003,ERROR,41.897167269,-87.722326187,"(41.897167269, -87.722326187)"
+3455350,HK523596,2004-07-29 00:00:00,068XX W SHAKESPEARE AVE,0915,MOTOR VEHICLE THEFT,"TRUCK, BUS, MOTOR HOME",STREET,876,False,False,2512,25,36,25,07,1130189,1913566,2004,ERROR,41.919099535,-87.797102792,"(41.919099535, -87.797102792)"
+1510568,G238792,2001-04-26 20:58:13,047XX W LAKE ST,2024,NARCOTICS,POSS: HEROIN(WHITE),ALLEY,1889,True,False,1113,NA,NA,NA,18,1144354,1901858,2001,ERROR,41.886716653,-87.745353037,"(41.886716653, -87.745353037)"
+10002833,HY192117,2015-03-20 16:50:00,109XX S MICHIGAN AVE,0560,ASSAULT,SIMPLE,STREET,2360,False,False,513,5,9,49,08A,1178806,1832645,2015,ERROR,41.696072117,-87.620943149,"(41.696072117, -87.620943149)"
+9628747,HX278675,2014-05-27 15:00:00,027XX N CLYBOURN AVE,0890,THEFT,FROM BUILDING,GROCERY FOOD STORE,2623,False,False,1931,19,32,7,06,1162878,1918140,2014,2014-03-06 12:44:29,41.931027188,-87.676870318,"(41.931027188, -87.676870318)"
+9380277,HW523315,2013-11-06 16:00:00,072XX S MAPLEWOOD AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3549,False,False,832,8,18,66,08B,1160671,1856428,2013,ERROR,41.761728977,-87.686688178,"(41.761728977, -87.686688178)"
+3098367,HJ826189,2003-12-19 03:20:00,087XX S SAGINAW AVE,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,RESIDENCE,1560,True,False,423,4,7,46,15,1195358,1847409,2003,ERROR,41.736194269,-87.559855496,"(41.736194269, -87.559855496)"
+8700475,HV376946,2012-07-11 02:30:00,013XX W LOYOLA AVE,0820,THEFT,$500 AND UNDER,RESIDENCE,179,False,False,2432,24,40,1,06,1165965,1943761,2012,ERROR,42.001266756,-87.664791595,"(42.001266756, -87.664791595)"
+6309518,HP399117,2008-06-16 06:00:00,047XX S WOLCOTT AVE,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE,2208,False,False,931,9,20,61,05,1164528,1873118,2008,ERROR,41.80744805,-87.672081377,"(41.80744805, -87.672081377)"
+2246591,HH520136,2002-07-19 00:30:00,032XX W BELLE PLAINE AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,1923,False,False,1724,NA,33,16,14,1153950,1927112,2002,ERROR,41.955829898,-87.709439072,"(41.955829898, -87.709439072)"
+1703748,G500124,2001-08-22 02:45:00,059XX W FULTON ST,0460,BATTERY,SIMPLE,APARTMENT,1254,False,True,1512,NA,NA,NA,08B,1136489,1901353,2001,ERROR,41.885475115,-87.774247889,"(41.885475115, -87.774247889)"
+2097320,HH313066,2002-04-17 12:39:00,044XX S FEDERAL ST,1350,CRIMINAL TRESPASS,TO STATE SUP LAND,CHA PARKING LOT/GROUNDS,4334,True,False,221,NA,NA,NA,26,1176474,1875517,2002,ERROR,41.813770553,-87.628194868,"(41.813770553, -87.628194868)"
+2304088,HH586111,2002-08-17 09:18:40,014XX S SPRINGFIELD AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,APARTMENT,3059,False,False,1011,NA,24,29,14,1150654,1892710,2002,ERROR,41.861492727,-87.722456686,"(41.861492727, -87.722456686)"
+2503528,HH844467,2002-12-17 17:20:00,086XX S COMMERCIAL AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,VEHICLE NON-COMMERCIAL,2687,False,False,424,NA,10,46,08B,1197693,1847869,2002,ERROR,41.737398641,-87.551285747,"(41.737398641, -87.551285747)"
+7702717,HS509807,2010-09-11 03:30:00,057XX S DR MARTIN LUTHER KING JR DR,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2786,False,False,234,2,20,40,14,1179868,1866840,2010,2010-11-09 10:33:16,41.789883007,-87.616011151,"(41.789883007, -87.616011151)"
+4497359,HL799972,2005-12-20 14:10:00,0000X N STATE ST,0860,THEFT,RETAIL THEFT,DEPARTMENT STORE,687,True,False,122,1,42,32,06,1176321,1900593,2005,ERROR,41.882584372,-87.628000611,"(41.882584372, -87.628000611)"
+1913830,G774488,2001-11-21 17:00:00,004XX S DEARBORN ST,0810,THEFT,OVER $500,COMMERCIAL / BUSINESS OFFICE,4896,False,False,132,NA,NA,NA,06,1176036,1898446,2001,2014-04-12 12:43:35,41.876699301,-87.629111816,"(41.876699301, -87.629111816)"
+7752781,HS561321,2010-10-12 19:00:00,023XX N ORCHARD ST,0810,THEFT,OVER $500,STREET,3795,False,False,1812,18,43,7,06,1171165,1916071,2010,ERROR,41.925171608,-87.646478328,"(41.925171608, -87.646478328)"
+1495352,G236482,2001-04-25 08:00:00,054XX N SHERIDAN RD,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,APARTMENT,1411,False,False,2023,NA,NA,NA,26,1168688,1936590,2001,ERROR,41.981530612,-87.654983135,"(41.981530612, -87.654983135)"
+4269646,HL579828,2005-08-29 19:47:25,029XX N MONITOR AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,1280,False,True,2514,25,30,19,08B,1136910,1919097,2005,ERROR,41.934159241,-87.772275653,"(41.934159241, -87.772275653)"
+8734967,HV410309,2012-06-06 09:00:00,030XX N ELSTON AVE,5002,OTHER OFFENSE,OTHER VEHICLE OFFENSE,OTHER,2621,False,False,1411,14,1,21,26,1158467,1919885,2012,2014-03-02 14:06:09,41.935907119,-87.693031988,"(41.935907119, -87.693031988)"
+6183611,HP273306,2008-04-10 19:00:00,031XX N MELVINA AVE,0810,THEFT,OVER $500,STREET,2739,False,False,2511,25,36,19,06,1134469,1920529,2008,2008-12-04 08:34:56,41.938132293,-87.781212545,"(41.938132293, -87.781212545)"
+7078825,HR486686,2009-08-16 11:45:00,049XX W AUGUSTA BLVD,0470,PUBLIC PEACE VIOLATION,RECKLESS CONDUCT,RESIDENTIAL YARD (FRONT/BACK),3558,True,False,1531,15,37,25,24,1143223,1906157,2009,ERROR,41.898534802,-87.749398973,"(41.898534802, -87.749398973)"
+5779480,HN586714,2007-09-13 10:30:14,006XX W 61ST ST,2095,NARCOTICS,ATTEMPT POSSESSION NARCOTICS,SIDEWALK,2183,True,False,711,7,16,68,18,1172737,1864389,2007,ERROR,41.783317484,-87.642230568,"(41.783317484, -87.642230568)"
+9870258,HX520700,2014-11-25 22:12:00,062XX W 64TH ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,990,False,False,812,8,23,64,07,1135733,1861466,2014,2014-02-12 12:51:55,41.776032284,-87.777971032,"(41.776032284, -87.777971032)"
+8288909,HT523203,2011-10-01 17:20:00,048XX W FLOURNOY ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,2283,True,False,1533,15,24,25,18,1144395,1896558,2011,2011-01-10 18:31:03,41.872172039,-87.745335817,"(41.872172039, -87.745335817)"
+8102316,HT336736,2011-06-08 11:03:00,042XX S ASHLAND AVE,0850,THEFT,ATTEMPT THEFT,PARKING LOT/GARAGE(NON.RESID.),4936,True,False,914,9,12,61,06,1166338,1876850,2011,2011-09-06 11:16:04,41.817650668,-87.665336409,"(41.817650668, -87.665336409)"
+7465353,HS267327,2010-04-20 07:15:00,059XX S INDIANA AVE,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,4064,False,False,233,2,20,40,05,1178571,1865818,2010,2010-03-07 11:45:21,41.787108136,-87.620797891,"(41.787108136, -87.620797891)"
+2448483,HH774056,2002-11-12 03:30:00,027XX S EMERALD AVE,0820,THEFT,$500 AND UNDER,STREET,467,False,False,923,NA,11,60,06,1171708,1886483,2002,2014-04-12 12:43:35,41.843968255,-87.645354708,"(41.843968255, -87.645354708)"
+7555079,HS359022,2010-06-14 11:45:00,021XX N HUMBOLDT BLVD,0810,THEFT,OVER $500,SIDEWALK,576,False,False,1414,14,35,22,06,1156190,1914398,2010,ERROR,41.920896739,-87.701548757,"(41.920896739, -87.701548757)"
+10102657,HY291732,2015-04-15 12:30:00,098XX S CHARLES ST,1153,DECEPTIVE PRACTICE,FINANCIAL IDENTITY THEFT OVER $ 300,RESIDENCE,1478,False,False,2213,22,19,72,11,1167555,1839283,2015,ERROR,41.714535835,-87.661947749,"(41.714535835, -87.661947749)"
+9023020,HW170629,2013-02-26 04:45:00,119XX S PERRY AVE,031A,ROBBERY,ARMED: HANDGUN,STREET,1991,False,False,522,5,9,53,03,1177683,1825981,2013,2013-02-04 12:18:39,41.677810527,-87.625255393,"(41.677810527, -87.625255393)"
+4650295,HM247617,2006-03-23 06:22:00,027XX N RUTHERFORD AVE,0930,MOTOR VEHICLE THEFT,THEFT/RECOVERY: AUTOMOBILE,STREET,3249,True,False,2512,25,36,18,07,1130917,1917271,2006,ERROR,41.929253988,-87.794342417,"(41.929253988, -87.794342417)"
+7862271,HS676968,2010-12-26 15:15:00,072XX S ROCKWELL ST,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,3255,False,True,831,8,18,66,26,1160255,1856471,2010,2011-01-01 13:13:56,41.761855547,-87.688211689,"(41.761855547, -87.688211689)"
+1549513,G304867,2001-05-26 17:00:00,064XX S COTTAGE GROVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,"SCHOOL, PUBLIC, GROUNDS",4371,False,False,312,NA,NA,NA,07,1182638,1862119,2001,ERROR,41.776864286,-87.606000899,"(41.776864286, -87.606000899)"
+1455026,G184846,2001-04-01 17:12:49,083XX S VERNON AV,0560,ASSAULT,SIMPLE,RESIDENCE,544,False,False,632,NA,NA,NA,08A,1180775,1849537,2001,ERROR,41.742380976,-87.613216643,"(41.742380976, -87.613216643)"
+4427823,HL724219,2005-11-08 00:00:00,014XX E 54TH ST,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE-GARAGE,2419,False,False,2132,2,4,41,05,1186925,1869842,2005,2006-04-02 03:37:59,41.797956235,-87.590040347,"(41.797956235, -87.590040347)"
+5679423,HN487410,2007-07-25 02:40:00,059XX S CAMPBELL AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,2902,True,False,824,8,16,66,14,1160764,1865105,2007,ERROR,41.785537974,-87.686107985,"(41.785537974, -87.686107985)"
+7495732,HS275457,2010-04-25 14:45:00,043XX S DR MARTIN LUTHER KING JR DR,0320,ROBBERY,STRONGARM - NO WEAPON,STREET,1747,False,False,222,2,3,38,03,1179615,1876521,2010,2010-04-06 18:55:38,41.816454308,-87.616642833,"(41.816454308, -87.616642833)"
+7803721,HS613635,2010-11-13 12:10:00,005XX S PULASKI RD,031A,ROBBERY,ARMED: HANDGUN,STREET,2845,False,False,1132,11,24,26,03,1149769,1897321,2010,ERROR,41.874163085,-87.725585552,"(41.874163085, -87.725585552)"
+1710750,G511505,2001-08-25 23:00:00,007XX W WAVELAND AV,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),949,False,False,2323,NA,NA,NA,06,1170739,1924926,2001,2014-04-12 12:43:35,41.94947945,-87.647783443,"(41.94947945, -87.647783443)"
+2224263,HH493721,2002-07-07 18:09:00,104XX S WABASH AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1931,False,False,512,NA,9,49,14,1178385,1835579,2002,ERROR,41.70413297,-87.622395901,"(41.70413297, -87.622395901)"
+6935102,HR333609,2009-05-21 15:30:00,100XX W OHARE ST,0560,ASSAULT,SIMPLE,AIRPORT/AIRCRAFT,3283,False,False,1651,16,41,76,08A,1100635,1934208,2009,ERROR,41.976200173,-87.905312411,"(41.976200173, -87.905312411)"
+5382077,HN231591,2007-03-08 10:10:00,048XX S CHICAGO BEACH DR,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,APARTMENT,1299,False,False,2132,2,4,39,26,1187822,1873221,2007,ERROR,41.807207115,-87.5866433,"(41.807207115, -87.5866433)"
+2472765,HH804536,2002-11-26 22:00:00,045XX N MILWAUKEE AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,OTHER,4091,False,False,1623,NA,45,15,14,1140801,1930053,2002,ERROR,41.96415277,-87.757705682,"(41.96415277, -87.757705682)"
+8663325,HV338303,2012-06-16 12:00:00,079XX S MAY ST,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,4672,False,False,612,6,17,71,26,1169994,1852029,2012,ERROR,41.749460143,-87.652645927,"(41.749460143, -87.652645927)"
+3682557,HK717624,2004-10-29 10:00:00,018XX S KARLOV AVE,2095,NARCOTICS,ATTEMPT POSSESSION NARCOTICS,CHA PARKING LOT/GROUNDS,594,True,False,1012,10,24,29,18,1149325,1890347,2004,ERROR,41.855034211,-87.727396457,"(41.855034211, -87.727396457)"
+8506092,HV183131,2012-03-04 16:20:00,085XX S UNIVERSITY AVE,0560,ASSAULT,SIMPLE,RESIDENCE PORCH/HALLWAY,2189,False,False,412,4,8,45,08A,1185352,1848596,2012,2012-06-03 14:26:12,41.739692446,-87.596476215,"(41.739692446, -87.596476215)"
+1536639,G279063,2001-05-15 01:15:00,069XX S MICHIGAN AV,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,APARTMENT,3491,False,False,322,NA,NA,NA,04B,1178326,1858850,2001,ERROR,41.767992795,-87.621907549,"(41.767992795, -87.621907549)"
+8590655,HV265015,2012-04-30 16:07:00,020XX W 63RD ST,1330,CRIMINAL TRESPASS,TO LAND,RESTAURANT,3738,True,False,726,7,15,67,26,1163970,1862819,2012,2012-01-05 05:05:59,41.779198065,-87.674417489,"(41.779198065, -87.674417489)"
+3957643,HL229706,2005-03-12 02:50:00,038XX W 45TH PL,2022,NARCOTICS,POSS: COCAINE,SIDEWALK,1543,True,False,821,8,14,57,18,1151741,1874241,2005,ERROR,41.810790121,-87.718951399,"(41.810790121, -87.718951399)"
+5944517,HN743446,2007-12-01 08:00:00,052XX W HUTCHINSON ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,1515,False,False,1624,16,38,15,07,1140768,1927717,2007,2007-10-12 01:03:40,41.957743188,-87.757884694,"(41.957743188, -87.757884694)"
+8314963,HT548064,2011-10-18 11:20:00,039XX W WILCOX ST,0520,ASSAULT,AGGRAVATED:KNIFE/CUTTING INSTR,STREET,2006,False,False,1122,11,28,26,04A,1150350,1899010,2011,ERROR,41.878786581,-87.723408302,"(41.878786581, -87.723408302)"
+2262015,HH538299,2002-07-27 00:01:00,070XX S PULASKI RD,1310,CRIMINAL DAMAGE,TO PROPERTY,SMALL RETAIL STORE,4192,False,False,833,NA,13,65,14,1150947,1857820,2002,ERROR,41.765743919,-87.722291814,"(41.765743919, -87.722291814)"
+3238230,HK259979,2004-03-24 11:30:00,019XX W PRYOR AVE,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,692,False,False,2212,22,19,75,26,1165739,1831480,2004,ERROR,41.69316178,-87.668819238,"(41.69316178, -87.668819238)"
+8307337,HT541535,2011-10-13 19:10:00,016XX S DRAKE AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,RESIDENCE PORCH/HALLWAY,3686,True,False,1021,10,24,29,18,1153013,1891601,2011,ERROR,41.858403118,-87.713826549,"(41.858403118, -87.713826549)"
+8075720,HT308470,2011-05-22 12:18:00,030XX N LECLAIRE AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,2281,True,False,2521,25,31,19,18,1141796,1919925,2011,ERROR,41.936342208,-87.754298893,"(41.936342208, -87.754298893)"
+1831471,G661456,2001-11-02 23:30:30,006XX E 46 ST,0810,THEFT,OVER $500,APARTMENT,3210,False,False,222,NA,NA,NA,06,1181656,1874705,2001,2014-04-12 12:43:35,41.811424106,-87.609212194,"(41.811424106, -87.609212194)"
+1577474,G323442,2001-06-04 17:25:00,005XX S DESPLAINES ST,2024,NARCOTICS,POSS: HEROIN(WHITE),STREET,4460,True,False,131,NA,NA,NA,18,1172055,1897694,2001,ERROR,41.874724464,-87.643750852,"(41.874724464, -87.643750852)"
+6763360,HR180663,2009-02-20 17:00:00,028XX N CLARK ST,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),2537,False,False,1932,19,44,6,06,1171377,1919102,2009,ERROR,41.933484144,-87.645610016,"(41.933484144, -87.645610016)"
+6307441,HP396661,2008-06-14 20:00:00,105XX S PERRY AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,4564,False,False,512,5,34,49,14,1177515,1834741,2008,ERROR,41.701853045,-87.625606891,"(41.701853045, -87.625606891)"
+1963559,HH143797,2002-01-23 15:00:00,005XX W HARRISON ST,2111,NARCOTICS,SALE/DEL HYPODERMIC NEEDLE,HOTEL/MOTEL,4004,True,False,131,NA,NA,NA,26,1173114,1897625,2002,ERROR,41.874511711,-87.639864736,"(41.874511711, -87.639864736)"
+4056395,HL405242,2005-06-07 01:00:00,060XX S MARSHFIELD AVE,0820,THEFT,$500 AND UNDER,CHURCH/SYNAGOGUE/PLACE OF WORSHIP,154,False,False,714,7,15,67,06,1166409,1864855,2005,2014-04-12 12:43:35,41.784733473,-87.665417872,"(41.784733473, -87.665417872)"
+6587922,HP660944,2008-11-01 23:35:00,069XX N GLENWOOD AVE,0460,BATTERY,SIMPLE,SIDEWALK,4341,False,False,2431,24,49,1,08B,1165536,1945973,2008,2008-03-11 08:27:31,42.007345709,-87.666306413,"(42.007345709, -87.666306413)"
+7794546,HS604138,2010-11-07 23:30:00,025XX S CALIFORNIA AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,4457,False,True,1033,10,12,30,08B,1158063,1887206,2010,ERROR,41.846241276,-87.695409603,"(41.846241276, -87.695409603)"
+9556953,HX208548,2014-04-02 10:30:00,023XX N KEDZIE BLVD,0890,THEFT,FROM BUILDING,RESIDENCE,1548,False,False,1413,14,26,22,06,1154602,1915578,2014,2014-05-04 00:39:46,41.924166711,-87.707351793,"(41.924166711, -87.707351793)"
+4911586,HM527657,2006-08-08 09:00:00,013XX W HASTINGS ST,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,RESIDENCE,615,False,False,1231,12,2,28,11,1167818,1893895,2006,2006-09-09 04:19:56,41.864392058,-87.659416725,"(41.864392058, -87.659416725)"
+8530103,HV207352,2012-03-21 03:28:00,037XX N DRAKE AVE,041A,BATTERY,AGGRAVATED: HANDGUN,ALLEY,1354,False,False,1732,17,35,16,04B,1152101,1924527,2012,ERROR,41.948773209,-87.716304871,"(41.948773209, -87.716304871)"
+3202279,HK212812,2004-03-01 04:50:00,119XX S MICHIGAN AVE,031A,ROBBERY,ARMED: HANDGUN,STREET,4345,False,False,532,5,9,53,03,1178938,1826078,2004,ERROR,41.678048316,-87.620658763,"(41.678048316, -87.620658763)"
+1535129,G277552,2001-05-14 13:00:20,070XX S RHODES AV,0460,BATTERY,SIMPLE,"SCHOOL, PUBLIC, BUILDING",895,False,False,322,NA,NA,NA,08B,1181167,1858324,2001,ERROR,41.766484442,-87.611510246,"(41.766484442, -87.611510246)"
+9439829,HW583592,2013-12-22 09:00:00,010XX W COLUMBIA AVE,0890,THEFT,FROM BUILDING,RESIDENCE PORCH/HALLWAY,4348,True,False,2432,24,49,1,06,1167737,1945049,2013,ERROR,42.004762897,-87.658235361,"(42.004762897, -87.658235361)"
+1486467,G222730,2001-04-19 14:30:00,007XX N MICHIGAN AV,0820,THEFT,$500 AND UNDER,DEPARTMENT STORE,255,True,False,1834,NA,NA,NA,06,1177338,1905329,2001,2014-04-12 12:43:35,41.8955572,-87.624122473,"(41.8955572, -87.624122473)"
+3473591,HK542000,2004-08-07 02:10:00,0000X W MAPLE ST,0460,BATTERY,SIMPLE,STREET,4558,False,False,1824,18,42,8,08B,1176112,1907663,2004,ERROR,41.90198953,-87.628554812,"(41.90198953, -87.628554812)"
+6110065,HP205470,2008-03-01 12:00:00,051XX S HYDE PARK BLVD,0810,THEFT,OVER $500,STREET,2074,False,False,2132,2,4,41,06,1188191,1871483,2008,2008-05-03 12:11:15,41.80242912,-87.585345416,"(41.80242912, -87.585345416)"
+2531598,HJ111717,2002-12-27 14:00:00,005XX N STATE ST,0890,THEFT,FROM BUILDING,COMMERCIAL / BUSINESS OFFICE,3490,False,False,1834,NA,42,8,06,1176317,1903817,2002,ERROR,41.891431292,-87.62791798,"(41.891431292, -87.62791798)"
+8908679,HV581869,2012-11-29 17:00:00,029XX S DR MARTIN LUTHER KING JR DR,0880,THEFT,PURSE-SNATCHING,RESIDENCE PORCH/HALLWAY,2582,False,False,133,1,4,35,06,1179425,1885823,2012,2012-02-12 14:35:58,41.841984044,-87.617055292,"(41.841984044, -87.617055292)"
+8613270,HV287141,2012-02-24 09:00:00,039XX W 79TH ST,0890,THEFT,FROM BUILDING,"SCHOOL, PUBLIC, BUILDING",4666,False,False,834,8,18,70,06,1151305,1851848,2012,ERROR,41.749348763,-87.721135378,"(41.749348763, -87.721135378)"
+7961115,HT185399,2011-03-02 11:00:00,017XX N WHIPPLE ST,0460,BATTERY,SIMPLE,STREET,631,False,False,1421,14,26,23,08B,1155646,1911652,2011,ERROR,41.91337247,-87.703621623,"(41.91337247, -87.703621623)"
+7919740,HT148765,2011-02-05 14:25:00,075XX S YALE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,STREET,3762,False,True,623,6,17,69,08B,1175854,1854934,2011,2011-08-02 15:08:26,41.75730259,-87.631085699,"(41.75730259, -87.631085699)"
+2663371,HJ278006,2003-04-01 19:15:00,067XX S WOLCOTT AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,1220,False,False,726,NA,15,67,26,1164809,1859980,2003,ERROR,41.77138979,-87.67142173,"(41.77138979, -87.67142173)"
+6550942,HP624443,2008-10-12 17:30:00,071XX S LAWNDALE AVE,0810,THEFT,OVER $500,RESIDENTIAL YARD (FRONT/BACK),1714,False,False,833,8,13,65,06,1152981,1856803,2008,ERROR,41.762913214,-87.714863238,"(41.762913214, -87.714863238)"
+9052143,HW197487,2013-03-18 16:14:00,006XX W CHICAGO AVE,0460,BATTERY,SIMPLE,COMMERCIAL / BUSINESS OFFICE,1207,False,True,1822,18,27,8,08B,1172179,1905661,2013,ERROR,41.896583685,-87.643060288,"(41.896583685, -87.643060288)"
+2128982,HH359279,2002-05-09 08:20:00,040XX S FEDERAL ST,2095,NARCOTICS,ATTEMPT POSSESSION NARCOTICS,CHA PARKING LOT/GROUNDS,2837,True,False,214,NA,3,38,18,1176399,1878070,2002,ERROR,41.820777898,-87.628393146,"(41.820777898, -87.628393146)"
+9466436,HX119098,2014-01-18 12:15:00,016XX N MAPLEWOOD AVE,0560,ASSAULT,SIMPLE,RESIDENCE,3224,True,False,1434,14,1,24,08A,1159155,1910783,2014,ERROR,41.910916447,-87.690754192,"(41.910916447, -87.690754192)"
+6833293,HR212717,2009-03-12 23:27:00,067XX S PARNELL AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,APARTMENT,4242,False,False,722,7,6,68,14,1173780,1859903,2009,2009-02-04 16:12:49,41.770984325,-87.638539479,"(41.770984325, -87.638539479)"
+5816963,HN621314,2007-09-30 22:18:00,033XX W 65TH ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,3009,True,False,823,8,15,66,14,1155444,1861367,2007,ERROR,41.775388583,-87.705713759,"(41.775388583, -87.705713759)"
+8683873,HV358753,2012-06-29 14:40:00,062XX S EBERHART AVE,2024,NARCOTICS,POSS: HEROIN(WHITE),SIDEWALK,2697,True,False,313,3,20,42,18,1180607,1863977,2012,ERROR,41.782009714,-87.613389379,"(41.782009714, -87.613389379)"
+9332406,HW476255,2013-10-02 09:15:00,003XX E 51ST ST,0860,THEFT,RETAIL THEFT,SMALL RETAIL STORE,1444,True,False,231,2,3,40,06,1179083,1871232,2013,2013-02-10 12:40:29,41.801952997,-87.618755627,"(41.801952997, -87.618755627)"
+6106681,HP199670,2008-02-27 19:00:00,003XX W 45TH ST,0890,THEFT,FROM BUILDING,PARK PROPERTY,1877,False,False,935,9,3,37,06,1174657,1874998,2008,2008-01-03 09:26:24,41.812387089,-87.634875192,"(41.812387089, -87.634875192)"
+8322735,HT556921,2011-10-24 09:45:00,016XX W MONROE ST,1320,CRIMINAL DAMAGE,TO VEHICLE,VEHICLE NON-COMMERCIAL,2411,False,True,1211,12,2,28,14,1165749,1899667,2011,2011-10-11 16:19:44,41.880275226,-87.666847435,"(41.880275226, -87.666847435)"
+8806688,HV480499,2012-09-17 23:00:00,066XX S GREENWOOD AVE,0560,ASSAULT,SIMPLE,APARTMENT,661,True,True,321,3,5,42,08A,1184405,1861060,2012,ERROR,41.773917101,-87.599556337,"(41.773917101, -87.599556337)"
+5649250,HN423753,2007-06-23 12:55:00,033XX W FULLERTON AVE,0820,THEFT,$500 AND UNDER,OTHER,203,False,False,1413,14,35,22,06,1153552,1915794,2007,2014-04-12 12:43:35,41.924780401,-87.711204182,"(41.924780401, -87.711204182)"
+9481419,HX134548,2014-01-31 16:30:00,008XX N RIDGEWAY AVE,2024,NARCOTICS,POSS: HEROIN(WHITE),STREET,535,True,False,1112,11,27,23,18,1151276,1905276,2014,2014-05-02 00:38:42,41.895963033,-87.719843697,"(41.895963033, -87.719843697)"
+7452945,HS254403,2010-04-12 18:00:00,011XX S DELANO CT E,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,4917,False,True,131,1,2,32,26,1175238,1895318,2010,ERROR,41.8681338,-87.632135611,"(41.8681338, -87.632135611)"
+9863463,HX513290,2014-11-20 01:26:00,028XX W LAWRENCE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,SIDEWALK,3692,True,False,1911,19,47,4,08B,1156822,1931722,2014,ERROR,41.968422144,-87.698755406,"(41.968422144, -87.698755406)"
+3888951,HL158249,2005-02-02 13:25:00,035XX W CHICAGO AVE,2027,NARCOTICS,POSS: CRACK,RESIDENCE,2282,True,False,1121,11,27,23,18,1152516,1905145,2005,ERROR,41.895579135,-87.715292874,"(41.895579135, -87.715292874)"
+5869284,HN668807,2007-10-24 23:00:00,049XX W WEST END AVE,0326,ROBBERY,AGGRAVATED VEHICULAR HIJACKING,STREET,934,False,False,1532,15,28,25,03,1143315,1900566,2007,ERROR,41.883190721,-87.749200857,"(41.883190721, -87.749200857)"
+2703495,HJ328167,2003-04-27 16:00:00,053XX S MAY ST,0610,BURGLARY,FORCIBLE ENTRY,ABANDONED BUILDING,3328,False,False,934,NA,16,61,05,1169605,1869148,2003,ERROR,41.796445235,-87.653575559,"(41.796445235, -87.653575559)"
+4257280,HL574185,2005-08-27 01:30:00,084XX S ELIZABETH ST,0620,BURGLARY,UNLAWFUL ENTRY,APARTMENT,2999,False,False,613,6,21,71,05,1169506,1848666,2005,ERROR,41.740242188,-87.65453137,"(41.740242188, -87.65453137)"
+5932502,HN731979,2007-11-28 09:30:00,077XX S BURNHAM AVE,0460,BATTERY,SIMPLE,"SCHOOL, PUBLIC, BUILDING",3095,False,False,421,4,7,43,08B,1196020,1854375,2007,2007-11-12 01:04:21,41.755293165,-87.557200019,"(41.755293165, -87.557200019)"
+6238887,HP326210,2008-05-09 08:00:00,011XX N CLARK ST,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),1292,False,False,1824,18,42,8,06,1175376,1907750,2008,2008-12-05 11:05:25,41.902244823,-87.631255595,"(41.902244823, -87.631255595)"
+1875426,G723872,2001-12-03 03:00:00,043XX S SAWYER AV,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,4250,False,False,821,NA,NA,NA,07,1155459,1875390,2001,ERROR,41.813869382,-87.705283202,"(41.813869382, -87.705283202)"
+7725847,HS533443,2010-09-25 13:18:00,023XX N LONG AVE,0810,THEFT,OVER $500,PARK PROPERTY,2755,False,False,2515,25,37,19,06,1139957,1914995,2010,ERROR,41.922847656,-87.761178414,"(41.922847656, -87.761178414)"
+3451995,HK003019,2004-07-24 01:30:00,013XX N HALSTED ST,2027,NARCOTICS,POSS: CRACK,STREET,687,True,False,1822,18,27,8,18,1170807,1909089,2004,ERROR,41.906020499,-87.647998785,"(41.906020499, -87.647998785)"
+4626034,HM223084,2006-03-09 20:19:52,060XX S HARPER AVE,0890,THEFT,FROM BUILDING,APARTMENT,985,False,True,314,3,5,42,06,1187444,1865041,2006,ERROR,41.784769597,-87.588289691,"(41.784769597, -87.588289691)"
+2635210,HJ244826,2003-03-17 22:30:00,041XX W NORTH AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,4737,False,False,2534,25,30,23,07,1148753,1910358,2003,ERROR,41.90995769,-87.728978726,"(41.90995769, -87.728978726)"
+4038854,HL311429,2005-04-22 14:30:00,055XX N LINCOLN AVE,1513,PROSTITUTION,SOLICIT FOR BUSINESS,HOTEL/MOTEL,2883,True,False,2011,20,40,4,16,1158216,1936790,2005,ERROR,41.982300536,-87.693490542,"(41.982300536, -87.693490542)"
+4031728,HL384570,2005-05-28 07:00:00,003XX N LATROBE AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,4941,False,False,1523,15,28,25,07,1141271,1901864,2005,2007-11-06 15:52:33,41.886790527,-87.756674616,"(41.886790527, -87.756674616)"
+9537378,HX190485,2014-03-19 09:02:00,118XX S PERRY AVE,0497,BATTERY,AGGRAVATED DOMESTIC BATTERY: OTHER DANG WEAPON,SIDEWALK,2791,False,True,522,5,34,53,04B,1177670,1826389,2014,2014-04-04 00:38:54,41.678930434,-87.625290705,"(41.678930434, -87.625290705)"
+7080558,HR488689,2009-08-17 13:55:00,012XX W ARTHUR AVE,0850,THEFT,ATTEMPT THEFT,SIDEWALK,2422,False,False,2432,24,40,1,06,1166693,1943419,2009,ERROR,42.000312672,-87.662123274,"(42.000312672, -87.662123274)"
+6119164,HP210946,2008-03-06 13:17:00,020XX N SEDGWICK ST,0460,BATTERY,SIMPLE,STREET,3739,True,False,1814,18,43,7,08B,1173293,1914116,2008,2008-10-03 08:28:03,41.919759963,-87.638717325,"(41.919759963, -87.638717325)"
+5259619,HN135255,2007-01-20 17:00:00,041XX N CLARENDON AVE,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE,2690,False,False,2322,19,46,3,05,1170144,1927369,2007,2007-12-02 06:20:13,41.956196167,-87.649898952,"(41.956196167, -87.649898952)"
+9177023,HW321951,2013-06-16 23:00:00,002XX W 103RD ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,4706,True,False,511,5,9,49,18,1176620,1836684,2013,ERROR,41.707205049,-87.628825892,"(41.707205049, -87.628825892)"
+2827497,HJ477324,2003-07-07 01:35:00,046XX N CLIFTON AVE,0460,BATTERY,SIMPLE,STREET,1471,False,False,2311,19,46,3,08B,1167640,1930699,2003,ERROR,41.965388238,-87.659007885,"(41.965388238, -87.659007885)"
+3012718,HJ716464,2003-10-25 02:42:00,042XX W KAMERLING AVE,0810,THEFT,OVER $500,VEHICLE NON-COMMERCIAL,1750,False,False,2534,25,37,23,06,1147558,1908601,2003,2014-04-12 12:43:35,41.905159324,-87.733413851,"(41.905159324, -87.733413851)"
+3294036,HK326749,2004-04-25 21:00:00,051XX W BLOOMINGDALE AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,4527,False,False,2533,25,37,25,05,1141931,1911525,2004,ERROR,41.913289233,-87.754011314,"(41.913289233, -87.754011314)"
+6803317,HR213727,2009-03-12 16:00:00,0000X N STATE ST,0890,THEFT,FROM BUILDING,SMALL RETAIL STORE,4883,False,False,122,1,42,32,06,1176328,1900431,2009,ERROR,41.882139677,-87.627979796,"(41.882139677, -87.627979796)"
+9971989,HY161202,2015-02-23 14:56:00,004XX E 48TH ST,0820,THEFT,$500 AND UNDER,APARTMENT,404,False,True,223,2,3,38,06,1180243,1873338,2015,2015-06-03 12:42:07,41.807705499,-87.614436883,"(41.807705499, -87.614436883)"
+6271204,HP353232,2008-05-23 19:45:00,094XX S BURNSIDE AVE,0560,ASSAULT,SIMPLE,RESIDENCE,3954,False,False,633,6,9,44,08A,1182714,1842560,2008,2008-02-06 06:39:38,41.72319054,-87.60632814,"(41.72319054, -87.60632814)"
+2826618,HJ482716,2003-04-01 13:00:00,034XX W CARROLL AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,3974,False,False,1123,11,28,27,05,1153347,1902226,2003,ERROR,41.887552644,-87.712318379,"(41.887552644, -87.712318379)"
+7953888,HT186007,2011-03-02 19:00:00,007XX N WABASH AVE,0820,THEFT,$500 AND UNDER,STREET,92,False,False,1834,18,42,8,06,1176565,1905227,2011,2011-03-03 06:43:40,41.895294805,-87.626964572,"(41.895294805, -87.626964572)"
+3979852,HL343037,2005-05-07 19:00:00,016XX E 50TH ST,0810,THEFT,OVER $500,STREET,749,False,False,2132,2,4,39,06,1188465,1872158,2005,2014-04-12 12:43:35,41.804274819,-87.584318985,"(41.804274819, -87.584318985)"
+4101174,HL441592,2005-06-24 16:00:00,061XX S WESTERN AVE,0820,THEFT,$500 AND UNDER,PARKING LOT/GARAGE(NON.RESID.),44,False,False,825,8,15,66,06,1161471,1863600,2005,2014-04-12 12:43:35,41.781393417,-87.683557482,"(41.781393417, -87.683557482)"
+2613348,HJ215734,2003-01-16 16:00:00,077XX S WESTERN AVE,0820,THEFT,$500 AND UNDER,STREET,157,False,False,835,NA,18,70,06,1161675,1853495,2003,2014-04-12 12:43:35,41.753659623,-87.683089644,"(41.753659623, -87.683089644)"
+5184536,HM766200,2006-12-09 17:00:00,031XX W 31ST ST,0820,THEFT,$500 AND UNDER,STREET,311,False,False,1033,10,12,30,06,1155985,1883878,2006,2014-04-12 12:43:35,41.837150955,-87.703125393,"(41.837150955, -87.703125393)"
+8230238,HT464106,2011-08-24 19:15:00,113XX S STEWART AVE,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,RESIDENCE,3176,False,False,2233,22,34,49,04B,1175621,1829403,2011,ERROR,41.687247278,-87.632701111,"(41.687247278, -87.632701111)"
+7374070,HS176750,2010-02-22 20:50:00,019XX S PULASKI RD,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,STREET,4263,True,False,1014,10,24,29,15,1150062,1890214,2010,ERROR,41.854654939,-87.724694776,"(41.854654939, -87.724694776)"
+5274149,HN143339,2007-01-25 19:00:00,079XX S COTTAGE GROVE AVE,1330,CRIMINAL TRESPASS,TO LAND,TAVERN/LIQUOR STORE,1997,True,False,624,6,8,44,26,1182965,1852736,2007,ERROR,41.751108806,-87.605093358,"(41.751108806, -87.605093358)"
+5487050,HN286402,2007-04-16 14:00:00,039XX N LAWNDALE AVE,2890,PUBLIC PEACE VIOLATION,OTHER VIOLATION,"SCHOOL, PUBLIC, BUILDING",640,True,False,1732,17,39,16,26,1150988,1925736,2007,ERROR,41.95211271,-87.720364302,"(41.95211271, -87.720364302)"
+9176249,HW319713,2013-06-15 10:45:00,069XX S CRANDON AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE PORCH/HALLWAY,2794,False,True,331,3,5,43,08B,1192569,1859188,2013,ERROR,41.76858515,-87.569690199,"(41.76858515, -87.569690199)"
+5970003,HN765590,2007-12-18 14:00:00,028XX N MILWAUKEE AVE,0820,THEFT,$500 AND UNDER,VEHICLE-COMMERCIAL,352,False,False,1412,14,35,21,06,1152714,1918810,2007,2014-04-12 12:43:35,41.933073195,-87.71420336,"(41.933073195, -87.71420336)"
+4936885,HM544641,2006-08-16 20:30:00,095XX S INDIANA AVE,0320,ROBBERY,STRONGARM - NO WEAPON,STREET,4828,True,False,511,5,6,49,03,1179217,1841960,2006,ERROR,41.72162439,-87.619155472,"(41.72162439, -87.619155472)"
+9474839,HX128512,2014-01-26 16:00:00,019XX W PETERSON AVE,0850,THEFT,ATTEMPT THEFT,RESTAURANT,3213,True,False,2413,24,40,2,06,1162040,1939914,2014,ERROR,41.990793656,-87.679339104,"(41.990793656, -87.679339104)"
+7802326,HS611894,2010-11-11 18:45:00,004XX S KEDZIE AVE,0820,THEFT,$500 AND UNDER,SMALL RETAIL STORE,174,False,False,1134,11,28,27,06,1155148,1897810,2010,ERROR,41.87539874,-87.705823098,"(41.87539874, -87.705823098)"
+7731223,HS539017,2010-09-28 22:26:00,007XX S CALIFORNIA AVE,2027,NARCOTICS,POSS: CRACK,SIDEWALK,4969,True,False,1135,11,2,27,18,1157851,1896880,2010,ERROR,41.872792072,-87.695924058,"(41.872792072, -87.695924058)"
+5221374,HN105437,2007-01-04 02:13:58,088XX S MARSHFIELD AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,600,True,True,2221,22,21,71,08B,1166921,1846213,2007,2014-04-12 12:43:35,41.733566359,-87.664072408,"(41.733566359, -87.664072408)"
+4542176,HL749208,2005-11-22 06:19:20,045XX W CERMAK RD,1506,PROSTITUTION,SOLICIT ON PUBLIC WAY,STREET,2808,True,False,1012,10,24,29,16,1146657,1889031,2005,ERROR,41.851474184,-87.737222838,"(41.851474184, -87.737222838)"
+4562689,HM152355,2006-01-29 19:30:00,020XX N LAWLER AVE,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,3832,False,False,2522,25,31,19,05,1142381,1913021,2006,ERROR,41.917386066,-87.752320857,"(41.917386066, -87.752320857)"
+9707558,HX357398,2014-07-23 17:30:00,020XX E 71ST ST,0554,ASSAULT,AGG PO HANDS NO/MIN INJURY,SMALL RETAIL STORE,1641,True,False,331,3,5,43,08A,1191387,1858371,2014,ERROR,41.766371955,-87.574049171,"(41.766371955, -87.574049171)"
+4714041,HM227293,2006-03-11 20:25:00,065XX S WOLCOTT AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,622,True,False,726,7,15,67,18,1164765,1861497,2006,ERROR,41.775553569,-87.671540228,"(41.775553569, -87.671540228)"
+5921937,HN718848,2007-11-20 17:36:30,059XX S PAULINA ST,0560,ASSAULT,SIMPLE,RESIDENCE PORCH/HALLWAY,3639,False,False,714,7,15,67,08A,1165991,1865160,2007,2007-02-12 01:04:24,41.785579331,-87.66694177,"(41.785579331, -87.66694177)"
+3218316,HK228080,2004-03-03 15:00:00,039XX W 79TH ST,0330,ROBBERY,AGGRAVATED,"SCHOOL, PUBLIC, GROUNDS",4389,False,False,834,8,18,70,03,1151161,1851841,2004,ERROR,41.749332365,-87.721663241,"(41.749332365, -87.721663241)"
+3487515,HK557821,2004-08-14 06:20:00,006XX N LONG AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,4892,False,False,1524,15,37,25,14,1140252,1903605,2004,ERROR,41.891586777,-87.760374016,"(41.891586777, -87.760374016)"
+2451451,HH777241,2002-11-13 04:00:00,084XX S DREXEL AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,3522,False,False,632,6,8,44,07,1183741,1848976,2002,ERROR,41.740772908,-87.602366784,"(41.740772908, -87.602366784)"
+4502366,HL808084,2005-12-24 13:00:00,066XX N ASHLAND AVE,2826,OTHER OFFENSE,HARASSMENT BY ELECTRONIC MEANS,RESIDENCE,2954,False,False,2432,24,40,1,26,1164366,1944194,2005,ERROR,42.002489027,-87.670661713,"(42.002489027, -87.670661713)"
+4931618,HM406308,2006-06-10 20:45:38,026XX W 47TH ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,3205,True,False,911,9,12,58,18,1159669,1873369,2006,ERROR,41.808238032,-87.689895989,"(41.808238032, -87.689895989)"
+3614068,HK707958,2004-10-24 23:00:00,066XX S MAY ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3727,False,True,724,7,17,68,08B,1169839,1860579,2004,ERROR,41.77292581,-87.652966109,"(41.77292581, -87.652966109)"
+3751122,HK756140,2004-11-17 11:30:00,071XX S VERNON AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,2489,True,False,323,3,6,69,18,1180514,1858040,2004,ERROR,41.765720129,-87.613912421,"(41.765720129, -87.613912421)"
+8775540,HV450164,2012-08-28 03:10:00,040XX S CALUMET AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,3867,True,True,213,2,3,38,08B,1179057,1878335,2012,ERROR,41.821444824,-87.618634338,"(41.821444824, -87.618634338)"
+3361951,HK409235,2004-06-04 00:01:00,022XX S WASHTENAW AVE,0820,THEFT,$500 AND UNDER,STREET,380,False,False,1034,10,28,30,06,1158665,1889279,2004,2014-04-12 12:43:35,41.851917522,-87.693143577,"(41.851917522, -87.693143577)"
+6028483,HP130477,2008-01-18 08:00:00,054XX S BISHOP ST,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,4831,False,False,933,9,16,61,05,1167547,1868813,2008,2008-10-02 09:00:51,41.795570365,-87.661132024,"(41.795570365, -87.661132024)"
+3491821,HK563513,2004-08-17 14:22:57,115XX S CHURCH ST,1320,CRIMINAL DAMAGE,TO VEHICLE,DRIVEWAY - RESIDENTIAL,1773,False,False,2212,22,34,75,14,1165666,1828209,2004,ERROR,41.684187135,-87.669178838,"(41.684187135, -87.669178838)"
+3018372,HJ720023,2003-10-25 01:00:00,038XX W 31ST ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,2821,False,False,1031,10,22,30,08B,1151504,1883738,2003,ERROR,41.836855819,-87.719571859,"(41.836855819, -87.719571859)"
+1354914,G057397,2001-01-28 06:00:00,105XX S TRUMBULL AV,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,1221,False,False,2211,NA,NA,NA,14,1155237,1834766,2001,ERROR,41.702395083,-87.707182113,"(41.702395083, -87.707182113)"
+4569529,HM158752,2006-01-23 08:00:00,072XX S RHODES AVE,0560,ASSAULT,SIMPLE,APARTMENT,3176,False,True,323,3,6,69,08A,1181195,1857297,2006,ERROR,41.763665603,-87.611439209,"(41.763665603, -87.611439209)"
+6806076,HR217090,2009-03-15 12:05:00,054XX N LINCOLN AVE,0820,THEFT,$500 AND UNDER,RESTAURANT,346,False,False,2011,20,40,4,06,1158464,1936018,2009,ERROR,41.980177046,-87.692599697,"(41.980177046, -87.692599697)"
+6083955,HP180648,2008-02-17 16:45:01,049XX S LA CROSSE AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,3195,False,False,814,8,23,56,14,1144901,1871417,2008,ERROR,41.803172073,-87.744111245,"(41.803172073, -87.744111245)"
+8807854,HV481114,2012-09-18 08:00:00,006XX E GRAND AVE,0810,THEFT,OVER $500,OTHER,674,False,False,1834,18,42,8,06,1180766,1904096,2012,ERROR,41.89209535,-87.611570504,"(41.89209535, -87.611570504)"
+2338089,HH593976,2002-08-20 19:30:00,029XX N CENTRAL PARK AVE,2210,LIQUOR LAW VIOLATION,SELL/GIVE/DEL LIQUOR TO MINOR,TAVERN/LIQUOR STORE,3797,True,False,2523,NA,35,21,22,1151842,1919206,2002,ERROR,41.934177086,-87.717397454,"(41.934177086, -87.717397454)"
+8452974,HV130354,2012-01-24 16:11:00,048XX N SHERIDAN RD,0560,ASSAULT,SIMPLE,CURRENCY EXCHANGE,2398,False,True,2024,20,46,3,08A,1168724,1932205,2012,ERROR,41.96949727,-87.654978443,"(41.96949727, -87.654978443)"
+5324749,HN183465,2007-02-18 09:00:00,020XX W 70TH PL,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,2289,True,False,735,7,17,67,26,1163866,1857860,2007,ERROR,41.765592081,-87.674937943,"(41.765592081, -87.674937943)"
+1623626,G373657,2001-06-27 02:16:41,005XX W DIVISION ST,2027,NARCOTICS,POSS: CRACK,STREET,3021,True,False,1823,NA,NA,NA,18,1172307,1908305,2001,ERROR,41.903836143,-87.642511973,"(41.903836143, -87.642511973)"
+6375121,HP457261,2008-07-17 01:28:39,042XX W VAN BUREN ST,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,SIDEWALK,4906,False,False,1132,11,24,26,04B,1148391,1897730,2008,2008-01-08 22:09:13,41.875312091,-87.730634436,"(41.875312091, -87.730634436)"
+3783641,HK789089,2004-12-04 10:37:29,029XX S DEARBORN ST,1822,NARCOTICS,MANU/DEL:CANNABIS OVER 10 GMS,CHA APARTMENT,2874,True,False,2113,1,3,35,18,1176498,1885030,2004,ERROR,41.839874474,-87.627820281,"(41.839874474, -87.627820281)"
+4549735,HM139445,2006-01-22 23:10:00,019XX S RACINE AVE,1330,CRIMINAL TRESPASS,TO LAND,RESIDENCE PORCH/HALLWAY,1515,True,False,1233,12,25,31,26,1168712,1890864,2006,ERROR,41.856055437,-87.656222636,"(41.856055437, -87.656222636)"
+2457835,HH783440,2002-11-10 12:30:00,042XX W 25TH PL,0810,THEFT,OVER $500,STREET,4867,False,False,1013,NA,22,30,06,1148465,1886754,2002,2014-04-12 12:43:35,41.845191169,-87.730645627,"(41.845191169, -87.730645627)"
+6612069,HP685482,2008-11-15 20:00:00,037XX W LEXINGTON ST,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,4044,False,False,1133,11,24,27,26,1151664,1896487,2008,ERROR,41.871837466,-87.718649859,"(41.871837466, -87.718649859)"
+3543604,HK627013,2004-09-16 09:20:00,047XX N WINTHROP AVE,0560,ASSAULT,SIMPLE,SIDEWALK,3752,False,True,2312,19,46,3,08A,1168071,1931384,2004,ERROR,41.967258582,-87.657403334,"(41.967258582, -87.657403334)"
+5036221,HM519102,2006-08-04 11:47:26,051XX W MAYPOLE AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,OTHER,1726,True,False,1532,15,28,25,18,1141785,1900930,2006,ERROR,41.884218022,-87.754810169,"(41.884218022, -87.754810169)"
+8417213,HT650314,2011-12-28 12:50:00,023XX W MADISON ST,2170,NARCOTICS,POSSESSION OF DRUG EQUIPMENT,STREET,2061,True,False,1332,12,2,28,18,1160516,1899992,2011,ERROR,41.881276963,-87.686053431,"(41.881276963, -87.686053431)"
+1406729,G971618,2001-02-23 11:00:00,0000X W HUBBARD ST,0820,THEFT,$500 AND UNDER,TAXICAB,182,False,False,1831,NA,NA,NA,06,1176066,1903352,2001,2014-04-12 12:43:35,41.890160967,-87.628853795,"(41.890160967, -87.628853795)"
+5919963,HN717978,2007-11-20 10:45:00,011XX N KEYSTONE AVE,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,SIDEWALK,1751,True,False,1111,11,27,23,26,1149217,1907290,2007,ERROR,41.901529809,-87.727353784,"(41.901529809, -87.727353784)"
+2685011,HJ285981,2003-04-07 17:30:00,002XX W 24TH PL,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,4426,True,False,2111,NA,25,34,18,1174709,1888096,2003,ERROR,41.848327956,-87.634293516,"(41.848327956, -87.634293516)"
+7647393,HS452564,2010-08-08 11:11:00,044XX N BROADWAY,0870,THEFT,POCKET-PICKING,SMALL RETAIL STORE,644,False,False,2311,19,46,3,06,1168390,1929931,2010,2010-12-08 18:54:25,41.96326459,-87.656272632,"(41.96326459, -87.656272632)"
+9876690,HX527338,2014-12-02 10:50:00,116XX S WALLACE ST,1365,CRIMINAL TRESPASS,TO RESIDENCE,RESIDENCE,4273,True,False,524,5,34,53,26,1174437,1827665,2014,2014-09-12 12:42:40,41.682504278,-87.637086989,"(41.682504278, -87.637086989)"
+8735782,HV411396,2012-08-01 22:30:00,013XX W PRATT BLVD,1812,NARCOTICS,POSS: CANNABIS MORE THAN 30GMS,STREET,4850,True,False,2432,24,49,1,18,1166147,1945262,2012,2012-02-08 02:34:01,42.005381627,-87.664078885,"(42.005381627, -87.664078885)"
+1815802,G640754,2001-10-24 17:35:00,072XX S RIDGELAND AV,0460,BATTERY,SIMPLE,SIDEWALK,3648,False,False,324,NA,NA,NA,08B,1189086,1857179,2001,ERROR,41.763156434,-87.582521182,"(41.763156434, -87.582521182)"
+9048414,HW192963,2013-03-13 16:10:00,035XX E 114TH ST,0460,BATTERY,SIMPLE,STREET,1436,False,False,433,4,10,52,08B,1201622,1829943,2013,ERROR,41.688109378,-87.537498377,"(41.688109378, -87.537498377)"
+4252619,HL568353,2005-08-24 10:51:19,027XX E 83RD ST,0610,BURGLARY,FORCIBLE ENTRY,SMALL RETAIL STORE,1402,False,False,423,4,7,46,05,1195865,1850505,2005,ERROR,41.744677425,-87.557895859,"(41.744677425, -87.557895859)"
+7015773,HR422984,2009-07-11 07:45:00,060XX N BROADWAY,0860,THEFT,RETAIL THEFT,GROCERY FOOD STORE,3873,True,False,2433,24,48,77,06,1167253,1940103,2009,ERROR,41.991201436,-87.660159064,"(41.991201436, -87.660159064)"
+7085175,HR493489,2009-08-20 03:00:00,042XX S COTTAGE GROVE AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,STREET,3060,False,False,213,2,4,38,14,1182265,1877306,2009,ERROR,41.818547345,-87.606897794,"(41.818547345, -87.606897794)"
+3872852,HL239738,2005-03-11 19:30:00,007XX W 112TH ST,0915,MOTOR VEHICLE THEFT,"TRUCK, BUS, MOTOR HOME",STREET,840,False,False,2233,22,34,49,07,1173427,1830631,2005,ERROR,41.690665788,-87.640696894,"(41.690665788, -87.640696894)"
+4784156,HM394717,2006-06-05 08:00:00,058XX N LINCOLN AVE,0890,THEFT,FROM BUILDING,"SCHOOL, PUBLIC, BUILDING",1276,False,False,2011,20,40,2,06,1155783,1938688,2006,2006-09-06 04:07:44,41.987558265,-87.702387107,"(41.987558265, -87.702387107)"
+6149991,HP239396,2008-03-23 02:31:00,017XX N CLARK ST,0460,BATTERY,SIMPLE,BAR OR TAVERN,2251,False,False,1814,18,43,7,08B,1174666,1912148,2008,2008-08-04 17:08:11,41.914329059,-87.633731746,"(41.914329059, -87.633731746)"
+2706200,HJ317376,2003-04-22 23:30:09,058XX W CHICAGO AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,1400,True,False,1511,NA,29,25,18,1137385,1904788,2003,ERROR,41.894885131,-87.77087487,"(41.894885131, -87.77087487)"
+3243981,HK261903,2004-03-25 07:00:00,041XX W BARRY AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,1844,False,False,2523,25,31,21,26,1148267,1920250,2004,ERROR,41.93711164,-87.730508643,"(41.93711164, -87.730508643)"
+4670809,HM272274,2006-04-04 16:30:00,001XX W 110TH PL,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,RESIDENCE PORCH/HALLWAY,2999,False,False,513,5,34,49,04B,1177196,1831716,2006,2006-09-04 03:54:02,41.693559196,-87.626865823,"(41.693559196, -87.626865823)"
+3551830,HK636854,2004-09-20 17:00:00,016XX W HOLLYWOOD AVE,0560,ASSAULT,SIMPLE,APARTMENT,2262,False,False,2012,20,40,77,08A,1164030,1937887,2004,ERROR,41.985189571,-87.672076994,"(41.985189571, -87.672076994)"
+5555385,HN360342,2007-05-20 06:00:00,071XX S SOUTH SHORE DR,0560,ASSAULT,SIMPLE,STREET,4204,False,True,334,3,7,43,08A,1194449,1858304,2007,2007-11-06 15:52:33,41.766113381,-87.562828234,"(41.766113381, -87.562828234)"
+8722256,HV398745,2012-04-24 09:00:00,080XX S DREXEL AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,1617,False,False,631,6,8,44,26,1183677,1851641,2012,ERROR,41.748087445,-87.602518345,"(41.748087445, -87.602518345)"
+2870583,HJ537839,2003-08-03 14:50:00,044XX N HAZEL ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,VEHICLE NON-COMMERCIAL,3347,False,True,2313,19,46,3,08B,1169420,1929662,2003,ERROR,41.96250405,-87.652493562,"(41.96250405, -87.652493562)"
+2202542,HH464935,2002-06-24 21:31:52,001XX W 87TH ST,1330,CRIMINAL TRESPASS,TO LAND,PARKING LOT/GARAGE(NON.RESID.),4936,True,False,622,NA,21,44,26,1176895,1847317,2002,ERROR,41.736377238,-87.627499596,"(41.736377238, -87.627499596)"
+9078445,HW222090,2013-04-06 15:50:00,003XX E 60TH ST,0320,ROBBERY,STRONGARM - NO WEAPON,SIDEWALK,3449,False,False,232,2,20,40,03,1179110,1865332,2013,ERROR,41.785762231,-87.618836444,"(41.785762231, -87.618836444)"
+6538835,HP612336,2008-10-06 14:30:00,012XX N MONTICELLO AVE,1563,SEX OFFENSE,CRIMINAL SEXUAL ABUSE,"SCHOOL, PUBLIC, BUILDING",1976,True,False,2535,25,26,23,17,1151767,1908135,2008,2009-03-07 13:40:43,41.90379876,-87.717965025,"(41.90379876, -87.717965025)"
+1891896,G739646,2001-12-10 17:30:00,001XX W OAK ST,0460,BATTERY,SIMPLE,APARTMENT,3559,False,True,1824,NA,NA,NA,08B,1174581,1907163,2001,ERROR,41.900651882,-87.63419329,"(41.900651882, -87.63419329)"
+6361408,HP448520,2008-07-12 15:30:00,038XX W POLK ST,0560,ASSAULT,SIMPLE,APARTMENT,1593,False,False,1133,11,24,26,08A,1150950,1896132,2008,ERROR,41.870877306,-87.721280557,"(41.870877306, -87.721280557)"
+3347368,HK388596,2004-05-26 07:20:00,092XX S ABERDEEN ST,0460,BATTERY,SIMPLE,SIDEWALK,4671,False,False,2222,22,21,73,08B,1170580,1843176,2004,ERROR,41.725153538,-87.650755883,"(41.725153538, -87.650755883)"
+9948680,HY137572,2015-02-02 10:40:00,052XX W CONGRESS PKWY,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,4151,False,False,1522,15,29,25,05,1141716,1897144,2015,2015-09-02 12:45:35,41.873830036,-87.755157207,"(41.873830036, -87.755157207)"
+8157166,HT392395,2011-07-11 22:03:00,012XX N CLYBOURN AVE,0850,THEFT,ATTEMPT THEFT,SIDEWALK,2478,True,False,1821,18,27,8,06,1172815,1908509,2011,2011-12-07 09:18:42,41.904384688,-87.640639932,"(41.904384688, -87.640639932)"
+5615641,HN424136,2007-06-23 16:58:43,080XX S ST LOUIS AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,754,False,False,834,8,18,70,05,1154418,1850741,2007,2007-03-08 02:38:51,41.746249624,-87.709757369,"(41.746249624, -87.709757369)"
+6678841,HP753255,2008-12-27 17:05:00,052XX N SHERIDAN RD,0860,THEFT,RETAIL THEFT,GROCERY FOOD STORE,1653,True,False,2023,20,48,77,06,1168731,1935088,2008,ERROR,41.977408151,-87.654868748,"(41.977408151, -87.654868748)"
+4652026,HM251430,2006-03-25 00:01:00,097XX S AVENUE L,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,APARTMENT,1778,False,False,432,4,10,52,26,1201832,1841147,2006,2006-04-04 03:37:55,41.718848775,-87.53635002,"(41.718848775, -87.53635002)"
+7172268,HR582951,2009-10-11 12:15:00,003XX W NORTH AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,3748,False,False,1814,18,43,7,26,1173850,1911019,2009,ERROR,41.911249256,-87.636763258,"(41.911249256, -87.636763258)"
+6920364,HR325590,2009-05-17 03:50:00,053XX S NORDICA AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE-GARAGE,1851,False,False,811,8,23,56,14,1130322,1868174,2009,ERROR,41.794534496,-87.797654615,"(41.794534496, -87.797654615)"
+6413617,HP474865,2008-07-25 22:40:00,044XX W MADISON ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,4473,True,False,1113,11,28,26,18,1146975,1899609,2008,2008-07-08 12:18:35,41.880495455,-87.73578545,"(41.880495455, -87.73578545)"
+5099538,HM702282,2006-11-05 05:30:00,039XX N SHERIDAN RD,0870,THEFT,POCKET-PICKING,CTA TRAIN,1993,False,False,2324,19,44,6,06,1168850,1926543,2006,2006-08-11 05:36:51,41.953957812,-87.654680033,"(41.953957812, -87.654680033)"
+7256815,HR671119,2009-11-22 02:00:00,012XX N CLARK ST,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,ATM (AUTOMATIC TELLER MACHINE),2265,False,False,1821,18,42,8,11,1175274,1908508,2009,2009-04-12 14:38:56,41.904327102,-87.631607477,"(41.904327102, -87.631607477)"
+5593784,HN398599,2007-06-11 15:11:00,005XX E 71ST ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,1097,True,False,322,3,6,69,18,1181308,1858110,2007,ERROR,41.765893956,-87.61100002,"(41.765893956, -87.61100002)"
+6361346,HP448207,2008-07-11 08:30:00,051XX S HARPER AVE,0560,ASSAULT,SIMPLE,SIDEWALK,4863,False,True,2132,2,4,41,08A,1187200,1871163,2008,ERROR,41.801574625,-87.588989942,"(41.801574625, -87.588989942)"
+9900148,HX550849,2014-12-21 21:00:00,033XX S INDIANA AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,3486,False,False,211,2,3,35,14,1178111,1882842,2014,ERROR,41.833833929,-87.621967815,"(41.833833929, -87.621967815)"
+9176806,HW321737,2013-06-16 07:30:00,111XX S GREEN ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENTIAL YARD (FRONT/BACK),1833,False,False,2233,22,34,75,14,1172607,1830711,2013,ERROR,41.690903375,-87.643696617,"(41.690903375, -87.643696617)"
+9255503,HW400240,2013-08-09 09:00:00,016XX W WRIGHTWOOD AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,PARKING LOT/GARAGE(NON.RESID.),2272,False,False,1931,19,32,7,14,1164679,1917284,2013,ERROR,41.928640244,-87.670276344,"(41.928640244, -87.670276344)"
+8879865,HV553462,2012-11-08 14:00:00,075XX S CHAMPLAIN AVE,0880,THEFT,PURSE-SNATCHING,SIDEWALK,937,False,False,624,6,6,69,06,1181824,1855392,2012,2012-09-11 10:05:24,41.758423578,-87.609192588,"(41.758423578, -87.609192588)"
+8619862,HV293402,2012-05-19 09:00:00,051XX W HURON ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,3108,False,True,1532,15,28,25,08B,1142167,1904099,2012,ERROR,41.892907066,-87.753328745,"(41.892907066, -87.753328745)"
+8939790,HV611318,2012-12-20 18:00:00,029XX W WASHINGTON BLVD,0610,BURGLARY,FORCIBLE ENTRY,"SCHOOL, PUBLIC, BUILDING",2123,False,False,1222,12,2,27,05,1156901,1900584,2012,2013-01-01 19:08:51,41.882975519,-87.699311498,"(41.882975519, -87.699311498)"
+4471061,HL762489,2005-11-29 18:24:56,025XX S DRAKE AVE,502P,OTHER OFFENSE,FALSE/STOLEN/ALTERED TRP,ALLEY,3995,True,False,1024,10,22,30,26,1153071,1886821,2005,ERROR,41.845285083,-87.71374025,"(41.845285083, -87.71374025)"
+6948596,HR354023,2009-05-08 09:00:00,002XX E GARFIELD BLVD,1152,DECEPTIVE PRACTICE,ILLEGAL USE CASH CARD,RESIDENCE,4044,False,False,232,2,3,40,11,1178909,1868644,2009,ERROR,41.794855256,-87.61947257,"(41.794855256, -87.61947257)"
+3024446,HJ731807,2003-11-01 10:19:57,082XX S COMMERCIAL AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,2796,False,True,424,4,10,46,08B,1197665,1850765,2003,ERROR,41.745346184,-87.551291909,"(41.745346184, -87.551291909)"
+7096237,HR504828,2009-08-26 16:56:00,019XX W 33RD ST,0860,THEFT,RETAIL THEFT,DEPARTMENT STORE,4912,True,False,922,9,11,59,06,1163768,1882841,2009,ERROR,41.834145069,-87.674595443,"(41.834145069, -87.674595443)"
+5309441,HN169039,2007-02-09 18:50:00,061XX W 64TH PL,0560,ASSAULT,SIMPLE,APARTMENT,3080,False,False,812,8,13,64,08A,1136487,1861077,2007,ERROR,41.774951401,-87.775216121,"(41.774951401, -87.775216121)"
+3332497,HK367263,2004-05-16 04:42:21,003XX N STATE ST,0460,BATTERY,SIMPLE,STREET,3474,True,False,1831,18,42,8,08B,1176258,1902572,2004,ERROR,41.888016277,-87.628172231,"(41.888016277, -87.628172231)"
+5531805,HN344079,2007-05-15 14:45:00,080XX S COTTAGE GROVE AVE,033A,ROBBERY,ATTEMPT: ARMED-HANDGUN,SIDEWALK,4786,False,False,631,6,8,44,03,1182985,1852068,2007,2007-03-06 02:49:28,41.749275279,-87.605040789,"(41.749275279, -87.605040789)"
+2251499,HH522712,2002-07-19 21:00:00,054XX N LINCOLN AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,OTHER,811,False,False,2011,NA,40,4,14,1158470,1935921,2002,ERROR,41.979910751,-87.6925803,"(41.979910751, -87.6925803)"
+5009126,HM619632,2006-09-24 03:00:00,021XX N RICHMOND ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,1319,False,True,1414,14,35,22,08B,1156551,1914178,2006,ERROR,41.920285736,-87.700228327,"(41.920285736, -87.700228327)"
+5710364,HN518757,2007-08-01 17:00:00,084XX W BRYN MAWR AVE,0890,THEFT,FROM BUILDING,OTHER,1004,False,False,1614,16,41,76,06,1119008,1936135,2007,ERROR,41.98121629,-87.837704596,"(41.98121629, -87.837704596)"
+3722385,HK829243,2004-12-26 19:40:00,104XX S GREEN ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,STREET,933,False,True,2233,22,34,73,08B,1172542,1835330,2004,ERROR,41.703580052,-87.643799205,"(41.703580052, -87.643799205)"
+3832461,HL203373,2005-02-26 12:35:31,002XX S HOYNE AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,4153,False,False,1211,12,2,28,14,1162403,1898857,2005,ERROR,41.878123162,-87.679156235,"(41.878123162, -87.679156235)"
+8764513,HV439482,2012-08-20 20:08:00,038XX S ELLIS AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE PORCH/HALLWAY,1953,True,True,212,2,4,36,08B,1182599,1879695,2012,ERROR,41.825095178,-87.605598354,"(41.825095178, -87.605598354)"
+4299664,HL609145,2005-09-13 08:30:00,014XX E 73RD ST,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,1634,False,False,324,3,5,43,26,1186949,1856916,2005,ERROR,41.762485657,-87.590361895,"(41.762485657, -87.590361895)"
+5945461,HN743993,2007-12-05 19:06:00,050XX W HURON ST,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,STREET,551,True,False,1531,15,28,25,26,1142830,1904220,2007,2007-09-12 01:04:39,41.89322678,-87.750890754,"(41.89322678, -87.750890754)"
+3283363,HK312676,2004-04-20 00:11:42,046XX N CLIFTON AVE,1220,DECEPTIVE PRACTICE,THEFT OF LOST/MISLAID PROP,STREET,2918,True,False,2311,19,46,3,11,1167636,1931034,2004,ERROR,41.966307576,-87.659012898,"(41.966307576, -87.659012898)"
+4021146,HL375918,2005-05-24 12:46:15,107XX S EBERHART AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,2789,False,False,513,5,9,49,14,1181446,1833717,2005,ERROR,41.698953504,-87.6112443,"(41.698953504, -87.6112443)"
+6928511,HR332778,2009-05-20 17:30:00,007XX W BARRY AVE,0810,THEFT,OVER $500,STREET,4362,False,False,2332,19,44,6,06,1170898,1920733,2009,ERROR,41.937970207,-87.647322338,"(41.937970207, -87.647322338)"
+9938186,HY126791,2015-01-24 00:10:00,026XX W EVERGREEN AVE,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,RESIDENCE,3583,False,False,1423,14,26,24,11,1158479,1908916,2015,ERROR,41.905807118,-87.69328876,"(41.905807118, -87.69328876)"
+2981789,HJ644907,2003-09-21 22:04:00,062XX S MORGAN ST,2027,NARCOTICS,POSS: CRACK,STREET,4061,True,False,712,7,16,68,18,1170765,1863047,2003,ERROR,41.779678145,-87.649499695,"(41.779678145, -87.649499695)"
+2677516,HJ285368,2003-04-07 13:20:00,001XX W 72ND ST,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,1047,False,True,731,NA,6,69,26,1176827,1857294,2003,ERROR,41.763756849,-87.627448846,"(41.763756849, -87.627448846)"
+2878862,HJ547518,2003-08-07 12:00:00,048XX W BELLE PLAINE AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,2191,False,False,1624,16,45,15,05,1143180,1926855,2003,ERROR,41.955332998,-87.749038868,"(41.955332998, -87.749038868)"
+6312467,HP396461,2008-06-13 07:20:00,018XX W LAWRENCE AVE,0460,BATTERY,SIMPLE,PARKING LOT/GARAGE(NON.RESID.),4648,False,False,2032,20,47,4,08B,1163122,1931948,2008,ERROR,41.968911917,-87.675584255,"(41.968911917, -87.675584255)"
+2168387,HH420999,2002-06-02 19:00:00,005XX W WILSON DR,0610,BURGLARY,FORCIBLE ENTRY,OTHER,867,False,False,2313,NA,46,3,05,1171655,1930932,2002,ERROR,41.965939938,-87.644238851,"(41.965939938, -87.644238851)"
+4428519,HL721751,2005-11-07 17:35:28,003XX S CENTRAL AVE,0460,BATTERY,SIMPLE,STREET,2098,True,False,1522,15,29,25,08B,1139164,1897488,2005,ERROR,41.874820808,-87.764518699,"(41.874820808, -87.764518699)"
+6253386,HP340946,2008-05-17 00:30:00,021XX W DIVISION ST,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,1175,False,False,1424,14,32,24,05,1161971,1908008,2008,2008-02-06 10:11:07,41.903243283,-87.680486791,"(41.903243283, -87.680486791)"
+2704055,HJ328889,2003-04-28 10:00:00,115XX S YALE AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,STREET,1601,False,True,522,NA,34,53,26,1176713,1828501,2003,ERROR,41.684747613,-87.628730466,"(41.684747613, -87.628730466)"
+1882196,G720932,2001-12-01 13:10:00,020XX S STATE ST,2024,NARCOTICS,POSS: HEROIN(WHITE),SIDEWALK,800,True,False,2111,NA,NA,NA,18,1176680,1890478,2001,ERROR,41.854820078,-87.626987993,"(41.854820078, -87.626987993)"
+7507209,HS310705,2010-05-16 14:00:00,022XX S KOLIN AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3702,False,True,1013,10,22,29,08B,1147967,1888437,2010,ERROR,41.849819116,-87.732430029,"(41.849819116, -87.732430029)"
+5257400,HM683946,2006-10-26 19:50:02,002XX N KOSTNER AVE,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,SIDEWALK,3908,True,False,1113,11,28,26,26,1146987,1900681,2006,ERROR,41.883436917,-87.735713976,"(41.883436917, -87.735713976)"
+4144821,HL474019,2005-07-10 03:55:00,0000X W 69TH ST,033A,ROBBERY,ATTEMPT: ARMED-HANDGUN,CTA GARAGE / OTHER PROPERTY,1874,False,False,731,7,6,69,03,1177312,1859236,2005,ERROR,41.769074977,-87.62561266,"(41.769074977, -87.62561266)"
+6107802,HP202858,2008-03-01 03:30:00,001XX E PERSHING RD,0890,THEFT,FROM BUILDING,HOTEL/MOTEL,2798,False,False,211,2,3,35,06,1177861,1879207,2008,2008-02-03 09:27:45,41.823864879,-87.622995394,"(41.823864879, -87.622995394)"
+9057825,HW202237,2013-03-22 08:00:00,039XX N LAMON AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2777,False,True,1634,16,45,15,14,1143003,1926071,2013,ERROR,41.953184943,-87.74970919,"(41.953184943, -87.74970919)"
+10105129,HY293838,2015-06-09 11:30:00,034XX W 62ND ST,1330,CRIMINAL TRESPASS,TO LAND,RESIDENCE-GARAGE,3155,False,False,823,8,15,66,26,1154383,1863255,2015,ERROR,41.780590724,-87.709553096,"(41.780590724, -87.709553096)"
+8759952,HV434029,2012-08-16 21:00:00,028XX E 128TH ST,0915,MOTOR VEHICLE THEFT,"TRUCK, BUS, MOTOR HOME",STREET,3407,False,False,433,4,10,55,07,1197309,1820733,2012,2012-04-09 11:30:20,41.662944388,-87.553592675,"(41.662944388, -87.553592675)"
+7959811,HT190199,2011-03-05 19:15:00,028XX S PULASKI RD,1320,CRIMINAL DAMAGE,TO VEHICLE,VEHICLE NON-COMMERCIAL,1473,False,False,1031,10,22,30,14,1150127,1885011,2011,2011-08-03 08:38:18,41.840375986,-87.724591567,"(41.840375986, -87.724591567)"
+3048313,HJ763595,2003-11-16 19:10:00,0000X N LOCKWOOD AVE,031A,ROBBERY,ARMED: HANDGUN,STREET,1950,False,False,1522,15,28,25,03,1141098,1899565,2003,ERROR,41.880484972,-87.757366589,"(41.880484972, -87.757366589)"
+5843787,HN653880,2007-10-17 06:15:00,005XX W DIVERSEY PKWY,0820,THEFT,$500 AND UNDER,SIDEWALK,154,False,False,2333,19,44,6,06,1172289,1918919,2007,2014-04-12 12:43:35,41.932961861,-87.642263918,"(41.932961861, -87.642263918)"
+2978407,HJ675858,2003-10-06 08:00:00,047XX N ARTESIAN AVE,0810,THEFT,OVER $500,STREET,3029,False,False,1911,19,47,4,06,1159226,1931185,2003,2014-04-12 12:43:35,41.966899389,-87.689930834,"(41.966899389, -87.689930834)"
+6332578,HP413557,2008-06-21 14:00:00,060XX S HERMITAGE AVE,1750,OFFENSE INVOLVING CHILDREN,CHILD ABUSE,RESIDENCE,524,False,True,714,7,15,67,20,1165681,1864379,2008,ERROR,41.783442756,-87.66810053,"(41.783442756, -87.66810053)"
+5107772,HM708459,2006-11-08 09:00:00,093XX S VINCENNES AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,DRIVEWAY - RESIDENTIAL,568,False,False,2222,22,21,73,14,1170848,1842818,2006,2006-11-11 07:40:50,41.724165299,-87.649784606,"(41.724165299, -87.649784606)"
+7053138,HR458882,2009-07-31 17:50:00,053XX W CHICAGO AVE,2027,NARCOTICS,POSS: CRACK,SIDEWALK,3429,True,False,1524,15,37,25,18,1140842,1904779,2009,ERROR,41.894797544,-87.758178285,"(41.894797544, -87.758178285)"
+3752876,HK761921,2004-11-19 21:59:00,035XX W VAN BUREN ST,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,SIDEWALK,2319,True,False,1133,11,28,27,26,1152952,1897760,2004,ERROR,41.875305308,-87.713887327,"(41.875305308, -87.713887327)"
+8246665,HT470888,2011-08-28 17:00:00,043XX N CALIFORNIA AVE,0610,BURGLARY,FORCIBLE ENTRY,CAR WASH,1992,False,False,1724,17,33,16,05,1156889,1928818,2011,ERROR,41.960452042,-87.698588153,"(41.960452042, -87.698588153)"
+8588225,HV262806,2012-04-28 22:55:00,013XX W 15TH ST,1350,CRIMINAL TRESPASS,TO STATE SUP LAND,CHA PARKING LOT/GROUNDS,2791,True,False,1231,12,2,28,26,1167750,1892902,2012,ERROR,41.861668647,-87.659694953,"(41.861668647, -87.659694953)"
+4546442,HM132623,2006-01-18 12:40:00,021XX N MELVINA AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,2714,False,False,2512,25,29,19,14,1134778,1913205,2006,ERROR,41.91802893,-87.780250515,"(41.91802893, -87.780250515)"
+4972684,HM583449,2006-09-04 17:00:00,050XX S ELIZABETH ST,0460,BATTERY,SIMPLE,STREET,1534,False,False,933,9,16,61,08B,1168804,1871336,2006,2006-03-10 05:10:58,41.802466697,-87.656449709,"(41.802466697, -87.656449709)"
+7723442,HS530831,2010-09-23 23:32:00,003XX W SCOTT ST,031A,ROBBERY,ARMED: HANDGUN,STREET,4018,True,False,1821,18,27,8,03,1173890,1908750,2010,2011-10-05 09:12:33,41.905022117,-87.636684012,"(41.905022117, -87.636684012)"
+2773492,HJ393599,2003-05-29 03:10:00,008XX N SPRINGFIELD AVE,2027,NARCOTICS,POSS: CRACK,STREET,844,True,False,1112,NA,27,23,18,1150284,1905083,2003,ERROR,41.895452828,-87.72349217,"(41.895452828, -87.72349217)"
+3692637,HK794797,2004-12-07 11:00:31,018XX W 34TH ST,0920,MOTOR VEHICLE THEFT,ATT: AUTOMOBILE,STREET,3810,False,False,922,9,11,59,07,1164352,1882114,2004,ERROR,41.832137795,-87.672473125,"(41.832137795, -87.672473125)"
+4219807,HL460633,2005-07-03 19:58:47,010XX N LECLAIRE AVE,2027,NARCOTICS,POSS: CRACK,SIDEWALK,2203,True,False,1531,15,37,25,18,1142213,1906317,2005,ERROR,41.898992665,-87.753104713,"(41.898992665, -87.753104713)"
+2573876,HJ163682,2003-02-03 19:00:00,038XX N PLAINFIELD AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,2418,False,False,1631,NA,36,17,14,1119989,1924864,2003,ERROR,41.950271676,-87.834338101,"(41.950271676, -87.834338101)"
+4071798,HL321033,2005-04-27 11:45:00,008XX N HUDSON AVE,2027,NARCOTICS,POSS: CRACK,STREET,4486,True,False,1823,18,27,8,18,1172997,1905793,2005,ERROR,41.896927801,-87.640052025,"(41.896927801, -87.640052025)"
+4818852,HM291602,2006-04-14 23:58:42,026XX W 23RD PL,2230,LIQUOR LAW VIOLATION,ILLEGAL CONSUMPTION BY MINOR,SIDEWALK,2628,False,False,1034,10,28,30,22,1158965,1888336,2006,ERROR,41.849323686,-87.69206834,"(41.849323686, -87.69206834)"
+7027138,HR426417,2009-07-13 04:45:00,060XX S WABASH AVE,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE,3907,False,False,311,3,20,40,05,1177713,1864904,2009,ERROR,41.784619498,-87.623971417,"(41.784619498, -87.623971417)"
+9581848,HX232365,2014-04-21 23:03:00,015XX W SUPERIOR ST,1310,CRIMINAL DAMAGE,TO PROPERTY,APARTMENT,4430,False,False,1215,12,27,24,14,1165974,1905059,2014,ERROR,41.895066484,-87.66586726,"(41.895066484, -87.66586726)"
+9174144,HW318226,2013-06-11 00:01:00,014XX W ROSEMONT AVE,0841,THEFT,FINANCIAL ID THEFT:$300 &UNDER,APARTMENT,4653,False,False,2433,24,40,77,06,1165397,1941952,2013,ERROR,41.996314969,-87.666932963,"(41.996314969, -87.666932963)"
+5992602,HP100090,2008-01-01 00:30:00,063XX S DR MARTIN LUTHER KING JR DR,051A,ASSAULT,AGGRAVATED: HANDGUN,SIDEWALK,3889,False,False,312,3,20,69,04A,1179974,1862865,2008,2008-06-01 06:49:00,41.778972797,-87.615744123,"(41.778972797, -87.615744123)"
+2254466,HH524868,2002-07-21 05:00:00,006XX N ST CLAIR ST,0460,BATTERY,SIMPLE,STREET,3497,False,False,1834,NA,42,8,08B,1177765,1904573,2002,ERROR,41.893473003,-87.622577223,"(41.893473003, -87.622577223)"
+7861681,HS675991,2010-12-20 07:00:00,016XX W WRIGHTWOOD AVE,0890,THEFT,FROM BUILDING,RESIDENCE-GARAGE,741,False,False,1931,19,32,7,06,1164728,1917284,2010,ERROR,41.928639204,-87.670096285,"(41.928639204, -87.670096285)"
+4305016,HL615231,2005-09-15 19:00:00,014XX W ESTES AVE,0820,THEFT,$500 AND UNDER,STREET,331,False,False,2423,24,49,1,06,1165114,1947454,2005,2014-04-12 12:43:35,42.011418612,-87.667816666,"(42.011418612, -87.667816666)"
+6978791,HR377687,2009-06-16 05:00:00,064XX S WINCHESTER AVE,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,4805,True,False,726,7,15,67,26,1164424,1861895,2009,ERROR,41.776652928,-87.672779095,"(41.776652928, -87.672779095)"
+7951980,HT184140,2011-03-01 16:00:00,069XX S MAPLEWOOD AVE,0560,ASSAULT,SIMPLE,APARTMENT,4213,False,True,832,8,15,66,08A,1160614,1858473,2011,2011-03-03 11:09:39,41.767341932,-87.686840757,"(41.767341932, -87.686840757)"
+9319944,HW463891,2013-09-23 15:24:00,007XX N MENARD AVE,0650,BURGLARY,HOME INVASION,APARTMENT,3017,False,False,1511,15,29,25,05,1137630,1904607,2013,2013-09-10 17:10:49,41.894384033,-87.769979402,"(41.894384033, -87.769979402)"
+6757834,HR174805,2009-02-17 16:34:15,070XX S WENTWORTH AVE,1330,CRIMINAL TRESPASS,TO LAND,CURRENCY EXCHANGE,3968,True,False,731,7,6,69,26,1176225,1857985,2009,ERROR,41.765666567,-87.629634577,"(41.765666567, -87.629634577)"
+4825337,HM438385,2006-04-20 09:00:00,023XX S LAKE SHORE DR E,0890,THEFT,FROM BUILDING,OTHER,2059,False,False,133,1,2,33,06,1180538,1889157,2006,ERROR,41.851107212,-87.612868333,"(41.851107212, -87.612868333)"
+8933517,HV605679,2012-12-17 02:14:00,012XX S SPRINGFIELD AVE,0820,THEFT,$500 AND UNDER,STREET,31,False,False,1011,10,24,29,06,1150625,1893795,2012,ERROR,41.864470661,-87.722534804,"(41.864470661, -87.722534804)"
+3080102,HJ805073,2003-12-04 19:00:00,043XX N KEDVALE AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,2862,False,True,1722,17,39,16,26,1148110,1928515,2003,ERROR,41.959794498,-87.730872135,"(41.959794498, -87.730872135)"
+7734425,HS535056,2010-09-25 17:30:00,088XX S LOWE AVE,0810,THEFT,OVER $500,STREET,3573,False,False,2223,22,21,71,06,1173480,1846204,2010,2010-02-10 09:42:41,41.733399192,-87.640043801,"(41.733399192, -87.640043801)"
+9596026,HX246438,2014-05-02 23:30:00,005XX N KEDZIE AVE,033A,ROBBERY,ATTEMPT: ARMED-HANDGUN,STREET,4495,False,False,1121,11,27,23,03,1154906,1903472,2014,2014-07-05 00:40:24,41.890940685,-87.706559801,"(41.890940685, -87.706559801)"
+9870090,HX520069,2014-11-25 11:40:00,053XX N WESTERN AVE,0460,BATTERY,SIMPLE,NURSING HOME/RETIREMENT HOME,2515,False,False,2011,20,40,4,08B,1159335,1935518,2014,2014-02-12 12:51:55,41.978787101,-87.689410305,"(41.978787101, -87.689410305)"
+8508277,HV185019,2012-03-06 08:40:00,072XX S COLES AVE,1360,CRIMINAL TRESPASS,TO VEHICLE,STREET,3879,True,False,334,3,7,43,26,1194431,1857617,2012,2012-06-03 15:34:55,41.764228646,-87.562916763,"(41.764228646, -87.562916763)"
+2177946,HH431848,2002-06-03 16:00:00,041XX W 31ST ST,0840,THEFT,FINANCIAL ID THEFT: OVER $300,RESIDENCE,868,False,False,1031,NA,22,30,06,1149298,1883758,2002,ERROR,41.836953671,-87.727666121,"(41.836953671, -87.727666121)"
+1986260,HH132885,2002-01-17 20:40:00,030XX W MADISON ST,1506,PROSTITUTION,SOLICIT ON PUBLIC WAY,STREET,1187,True,False,1124,NA,NA,NA,16,1156378,1899829,2002,ERROR,41.880914312,-87.701252404,"(41.880914312, -87.701252404)"
+9234994,HW381728,2013-07-26 09:30:00,0000X W WACKER DR,0820,THEFT,$500 AND UNDER,SIDEWALK,318,False,False,111,1,42,32,06,1175775,1902091,2013,ERROR,41.886707265,-87.629960428,"(41.886707265, -87.629960428)"
+7988307,HT219886,2011-03-25 20:58:00,009XX N MOZART ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,797,True,True,1311,12,26,24,08B,1157172,1906205,2011,ERROR,41.898394561,-87.69816358,"(41.898394561, -87.69816358)"
+7278970,HR694241,2009-12-17 11:00:00,041XX N GREENVIEW AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,APARTMENT,4882,False,False,1923,19,47,6,14,1165286,1927513,2009,ERROR,41.956696233,-87.66775397,"(41.956696233, -87.66775397)"
+8025601,HT256918,2011-04-19 13:00:00,076XX S KINGSTON AVE,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,APARTMENT,2051,True,False,421,4,7,43,15,1194477,1854868,2011,ERROR,41.756684054,-87.562838411,"(41.756684054, -87.562838411)"
+2962454,HJ650469,2003-09-24 11:45:00,0000X W 79TH ST,1210,DECEPTIVE PRACTICE,THEFT OF LABOR/SERVICES,OTHER,2463,True,False,623,6,6,44,11,1177482,1852588,2003,ERROR,41.750828271,-87.625190123,"(41.750828271, -87.625190123)"
+3532647,HK574001,2004-08-22 14:49:40,056XX S WINCHESTER AVE,2014,NARCOTICS,MANU/DELIVER: HEROIN (WHITE),SIDEWALK,1797,True,False,715,7,15,67,18,1164271,1867524,2004,ERROR,41.792102855,-87.673181553,"(41.792102855, -87.673181553)"
+3038829,HJ750788,2003-11-10 15:25:00,020XX S KOSTNER AVE,0560,ASSAULT,SIMPLE,OTHER,4836,True,False,1012,10,24,29,08A,1147406,1890054,2003,ERROR,41.854267127,-87.734447612,"(41.854267127, -87.734447612)"
+9806012,HX453692,2014-10-03 13:30:00,023XX N PULASKI RD,0810,THEFT,OVER $500,PARKING LOT/GARAGE(NON.RESID.),2254,False,False,2525,25,31,20,06,1149281,1915512,2014,2014-10-10 12:36:29,41.924090526,-87.72690517,"(41.924090526, -87.72690517)"
+3511264,HK589583,2004-08-29 14:30:00,022XX N CANNON DR,0820,THEFT,$500 AND UNDER,STREET,219,False,False,1814,18,43,7,06,1175058,1914939,2004,2014-04-12 12:43:35,41.921978896,-87.632207786,"(41.921978896, -87.632207786)"
+5053020,HM659802,2006-10-14 14:45:00,035XX S WESTERN BLVD,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,2470,False,False,913,9,11,59,08B,1161140,1881089,2006,ERROR,41.829392282,-87.684286808,"(41.829392282, -87.684286808)"
+8357212,HT590698,2011-11-15 15:45:00,040XX W WEST END AVE,0470,PUBLIC PEACE VIOLATION,RECKLESS CONDUCT,STREET,2682,True,False,1114,11,28,26,24,1149062,1900618,2011,ERROR,41.883224133,-87.728095989,"(41.883224133, -87.728095989)"
+2234104,HH504870,2002-07-12 13:00:00,016XX S SPRINGFIELD AVE,0420,BATTERY,AGGRAVATED:KNIFE/CUTTING INSTR,SIDEWALK,557,False,False,1014,NA,24,29,04B,1150624,1891627,2002,ERROR,41.858521432,-87.722595091,"(41.858521432, -87.722595091)"
+5023389,HM632245,2006-09-29 19:00:00,012XX N LA SALLE DR,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,549,False,False,1821,18,43,8,14,1174869,1908585,2006,2006-03-10 05:10:58,41.904547475,-87.633092826,"(41.904547475, -87.633092826)"
+4167710,HL497000,2005-07-18 14:07:00,039XX N RAVENSWOOD AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,1045,False,False,1923,19,47,6,26,1163702,1926130,2005,ERROR,41.952934826,-87.673616315,"(41.952934826, -87.673616315)"
+2170727,HH421736,2002-06-05 21:00:00,100XX W OHARE ST,0460,BATTERY,SIMPLE,AIRPORT/AIRCRAFT,994,False,False,1651,NA,41,76,08B,1100635,1934208,2002,ERROR,41.976200173,-87.905312411,"(41.976200173, -87.905312411)"
+2294558,HH580615,2002-08-14 08:30:00,025XX N BOSWORTH AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,3119,False,False,1931,NA,32,7,07,1165613,1916698,2002,ERROR,41.927012356,-87.666860956,"(41.927012356, -87.666860956)"
+7991942,HT224010,2011-03-28 20:45:00,063XX S ARTESIAN AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,1474,True,False,825,8,15,66,18,1161174,1862364,2011,ERROR,41.778007816,-87.684680539,"(41.778007816, -87.684680539)"
+3096983,HJ825511,2003-12-18 17:20:00,075XX N CLARK ST,0860,THEFT,RETAIL THEFT,DEPARTMENT STORE,706,True,False,2422,24,49,1,06,1162974,1949868,2003,ERROR,42.018088059,-87.675622371,"(42.018088059, -87.675622371)"
+2315170,HH603150,2002-08-25 01:40:00,093XX S PARNELL AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE-GARAGE,3586,False,False,2223,NA,21,73,14,1174239,1842710,2002,ERROR,41.723794372,-87.637366715,"(41.723794372, -87.637366715)"
+4440071,HL737554,2005-11-15 19:05:00,032XX W 63RD ST,031A,ROBBERY,ARMED: HANDGUN,GROCERY FOOD STORE,4578,False,False,823,8,15,66,03,1155598,1862622,2005,ERROR,41.778829406,-87.705115599,"(41.778829406, -87.705115599)"
+7177547,HR586223,2009-10-09 10:00:00,081XX S PAULINA ST,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,2086,False,False,614,6,18,71,05,1166467,1850703,2009,2009-10-11 13:28:08,41.745897252,-87.665608013,"(41.745897252, -87.665608013)"
+3254737,HK280639,2004-03-01 00:00:00,067XX S MERRILL AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,4572,False,False,331,3,5,43,26,1191738,1860941,2004,ERROR,41.773415721,-87.57267934,"(41.773415721, -87.57267934)"
+3311197,HK345294,2004-05-05 21:35:00,008XX N CALIFORNIA AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,SIDEWALK,1400,True,True,1311,12,26,24,08B,1157536,1905231,2004,ERROR,41.895714416,-87.69685317,"(41.895714416, -87.69685317)"
+2302106,HH588911,2002-08-17 21:00:00,041XX S CAMPBELL AVE,0620,BURGLARY,UNLAWFUL ENTRY,RESIDENCE,1887,False,False,914,NA,12,58,05,1160346,1876870,2002,ERROR,41.817831272,-87.687316372,"(41.817831272, -87.687316372)"
+6488303,HP564304,2008-09-10 18:17:00,001XX W BRAYTON ST,0560,ASSAULT,SIMPLE,RESIDENCE PORCH/HALLWAY,4667,False,False,523,5,9,53,08A,1177795,1821422,2008,ERROR,41.665297395,-87.62498261,"(41.665297395, -87.62498261)"
+5443072,HN275682,2006-02-01 08:00:00,006XX E 89TH ST,0840,THEFT,FINANCIAL ID THEFT: OVER $300,RESIDENCE,2116,False,False,632,6,6,44,06,1182025,1846146,2006,ERROR,41.733046889,-87.608741291,"(41.733046889, -87.608741291)"
+9210579,HW356745,2013-07-05 22:00:00,100XX S PROSPECT AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,594,False,False,2213,22,19,72,14,1167485,1837705,2013,ERROR,41.710207052,-87.662249162,"(41.710207052, -87.662249162)"
+9287060,HW431457,2013-08-30 19:00:00,081XX S EUCLID AVE,0890,THEFT,FROM BUILDING,APARTMENT,1161,False,False,414,4,8,46,06,1190659,1851058,2013,2013-01-09 07:31:32,41.746322062,-87.576953181,"(41.746322062, -87.576953181)"
+5794196,HN603823,2007-09-21 23:33:00,078XX S EAST END AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,1314,True,False,414,4,8,43,18,1188864,1853073,2007,ERROR,41.751894519,-87.583466017,"(41.751894519, -87.583466017)"
+4344629,HL643695,2005-09-29 21:00:00,063XX S PULASKI RD,051A,ASSAULT,AGGRAVATED: HANDGUN,STREET,2707,False,False,813,8,13,65,04A,1150755,1862153,2005,ERROR,41.777638112,-87.722882838,"(41.777638112, -87.722882838)"
+6191990,HP281294,2008-04-15 15:00:00,006XX W WAVELAND AVE,0810,THEFT,OVER $500,STREET,932,False,False,2323,19,46,6,06,1171539,1925299,2008,ERROR,41.950485378,-87.644831764,"(41.950485378, -87.644831764)"
+8304880,HT539173,2011-10-12 03:00:00,056XX W WASHINGTON BLVD,1310,CRIMINAL DAMAGE,TO PROPERTY,APARTMENT,3476,False,True,1512,15,29,25,14,1138540,1900218,2011,ERROR,41.882323613,-87.766743629,"(41.882323613, -87.766743629)"
+1587243,G356113,2001-06-18 20:30:00,045XX N CLARK ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,4800,False,False,1922,NA,NA,NA,07,1165538,1930394,2001,ERROR,41.964596441,-87.66674516,"(41.964596441, -87.66674516)"
+9232964,HW379118,2013-07-25 19:00:00,060XX N FRANCISCO AVE,0460,BATTERY,SIMPLE,APARTMENT,4723,False,False,2413,24,50,2,08B,1155879,1940034,2013,ERROR,41.991249811,-87.701997517,"(41.991249811, -87.701997517)"
+5382099,HN230597,2007-03-15 20:30:00,016XX N PAULINA ST,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,562,False,False,1433,14,1,24,05,1164792,1911272,2007,2007-02-08 01:58:25,41.912140543,-87.670031984,"(41.912140543, -87.670031984)"
+8703573,HV379876,2012-07-12 19:30:00,040XX W LAKE ST,1210,DECEPTIVE PRACTICE,THEFT OF LABOR/SERVICES,CTA GARAGE / OTHER PROPERTY,4140,True,False,1114,11,28,26,11,1149648,1901481,2012,ERROR,41.885580938,-87.725921713,"(41.885580938, -87.725921713)"
+6026181,HP129984,2008-01-17 13:00:00,029XX S LOOMIS ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,1082,True,False,923,9,11,60,07,1168373,1885564,2008,ERROR,41.841519091,-87.657620002,"(41.841519091, -87.657620002)"
+3088718,HJ812750,2003-12-11 23:20:00,019XX N KARLOV AVE,0650,BURGLARY,HOME INVASION,RESIDENCE,2638,False,False,2534,25,30,20,05,1148701,1912536,2003,ERROR,41.915935339,-87.729113388,"(41.915935339, -87.729113388)"
+3998545,HL355767,2005-05-14 10:20:57,023XX E 75TH ST,0454,BATTERY,AGG PO HANDS NO/MIN INJURY,GAS STATION,1092,True,False,334,3,7,43,08B,1193470,1855738,2005,ERROR,41.759096092,-87.566500388,"(41.759096092, -87.566500388)"
+7613298,HS418212,2010-07-19 00:30:00,056XX S NEENAH AVE,0820,THEFT,$500 AND UNDER,STREET,101,False,False,811,8,23,56,06,1133641,1866435,2010,ERROR,41.789704965,-87.785524264,"(41.789704965, -87.785524264)"
+6980905,HR385311,2009-06-19 20:00:00,024XX N CICERO AVE,0610,BURGLARY,FORCIBLE ENTRY,OTHER,902,False,False,2521,25,31,19,05,1143947,1915964,2009,ERROR,41.9254327,-87.746493281,"(41.9254327, -87.746493281)"
+4628112,HM225198,2006-03-10 20:00:00,089XX S RIDGELAND AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1600,False,False,413,4,8,48,14,1189473,1845824,2006,ERROR,41.731987986,-87.581466439,"(41.731987986, -87.581466439)"
+9426414,HW569938,2013-12-12 11:45:00,012XX N ASHLAND AVE,031A,ROBBERY,ARMED: HANDGUN,CTA BUS STOP,2851,False,False,1424,14,1,24,03,1165544,1908172,2013,ERROR,41.903617945,-87.667357779,"(41.903617945, -87.667357779)"
+5040428,HM649718,2006-10-09 02:00:00,005XX S CAMPBELL AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,4722,False,False,1135,11,2,28,07,1159775,1897648,2006,ERROR,41.874860113,-87.68883898,"(41.874860113, -87.68883898)"
+9176835,HW321707,2013-06-16 19:30:00,055XX W GRAND AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,POLICE FACILITY/VEH PARKING LOT,3141,True,False,2515,25,29,19,18,1138769,1913443,2013,ERROR,41.918610464,-87.765581339,"(41.918610464, -87.765581339)"
+9817998,HX467737,2014-10-14 15:30:00,020XX N MILWAUKEE AVE,0820,THEFT,$500 AND UNDER,OTHER,287,False,False,1431,14,1,22,06,1159346,1913460,2014,ERROR,41.918258409,-87.689978754,"(41.918258409, -87.689978754)"
+1398760,G114124,2001-02-22 23:55:00,082XX S JEFFERY BL,0820,THEFT,$500 AND UNDER,PARKING LOT/GARAGE(NON.RESID.),273,False,False,414,NA,NA,NA,06,1190990,1850969,2001,2014-04-12 12:43:35,41.746069847,-87.575743214,"(41.746069847, -87.575743214)"
+4410684,HL706234,2005-10-29 09:00:00,044XX N RAVENSWOOD AVE,0810,THEFT,OVER $500,STREET,3661,False,False,1922,19,47,3,06,1163617,1929327,2005,2014-04-12 12:43:35,41.961709338,-87.673838335,"(41.961709338, -87.673838335)"
+3516152,HK591240,2004-08-29 15:30:00,048XX N PAULINA ST,0820,THEFT,$500 AND UNDER,STREET,171,False,False,2032,20,47,3,06,1164401,1932012,2004,2014-04-12 12:43:35,41.969060495,-87.670879593,"(41.969060495, -87.670879593)"
+4894707,HM510203,2006-07-30 11:00:00,047XX N SAWYER AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,RESIDENTIAL YARD (FRONT/BACK),4021,False,False,1713,17,33,14,14,1153814,1931419,2006,2006-02-08 04:53:53,41.967651297,-87.709823827,"(41.967651297, -87.709823827)"
+9622145,HX271986,2014-05-22 13:00:00,017XX N HALSTED ST,0820,THEFT,$500 AND UNDER,STREET,139,False,False,1813,18,43,7,06,1170734,1911649,2014,ERROR,41.91304688,-87.648191824,"(41.91304688, -87.648191824)"
+4015702,HL308318,2005-04-21 01:56:40,042XX S PRAIRIE AVE,1506,PROSTITUTION,SOLICIT ON PUBLIC WAY,STREET,2725,True,False,214,2,3,38,16,1178699,1877152,2005,ERROR,41.81820674,-87.619983684,"(41.81820674, -87.619983684)"
+3849018,HL221418,2005-03-07 20:10:00,113XX S EDBROOKE AVE,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,STREET,1114,True,False,531,5,9,49,04B,1179176,1829999,2005,ERROR,41.68880271,-87.619668717,"(41.68880271, -87.619668717)"
+6545175,HP615080,2008-10-08 08:55:39,073XX S PHILLIPS AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,1777,False,True,334,3,7,43,08B,1193960,1856732,2008,2008-10-10 05:55:47,41.761811703,-87.564672045,"(41.761811703, -87.564672045)"
+2948741,HJ636339,2003-09-17 19:10:00,011XX N MAYFIELD AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,2818,False,True,1511,15,29,25,26,1136769,1907269,2003,ERROR,41.901704366,-87.773077802,"(41.901704366, -87.773077802)"
+5845070,HN655038,2007-10-15 06:15:00,056XX W LAKE ST,0810,THEFT,OVER $500,STREET,1243,False,False,1512,15,29,25,06,1138390,1902170,2007,2014-04-12 12:43:35,41.88768287,-87.767247156,"(41.88768287, -87.767247156)"
+5008839,HM618424,2006-09-23 13:20:00,017XX N HUMBOLDT BLVD,0320,ROBBERY,STRONGARM - NO WEAPON,SIDEWALK,4129,False,False,1421,14,35,23,03,1156056,1911677,2006,2006-01-10 07:25:21,41.913432802,-87.702114688,"(41.913432802, -87.702114688)"
+8587110,HV261318,2012-04-27 21:40:00,084XX S MANISTEE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,4048,False,False,423,4,7,46,08B,1195995,1849774,2012,ERROR,41.742668288,-87.557443682,"(41.742668288, -87.557443682)"
+7872477,HT102978,2011-01-03 10:30:00,034XX E 133RD ST,0810,THEFT,OVER $500,STREET,3405,False,False,433,4,10,55,06,1201126,1817424,2011,2011-04-01 07:20:15,41.653768523,-87.539736212,"(41.653768523, -87.539736212)"
+9916472,HY105958,2014-11-26 12:00:00,030XX E 92ND ST,1110,DECEPTIVE PRACTICE,BOGUS CHECK,BANK,4969,False,False,424,4,10,46,11,1198084,1844583,2014,2015-08-01 12:39:18,41.728371838,-87.549962839,"(41.728371838, -87.549962839)"
+9490762,HX144691,2014-02-07 22:00:00,055XX S ALBANY AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,3213,False,False,824,8,14,63,14,1156621,1867583,2014,2014-12-02 00:40:02,41.792422534,-87.701231458,"(41.792422534, -87.701231458)"
+5857483,HN656362,2007-10-18 18:45:00,005XX E 107TH ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,2928,False,True,512,5,9,49,08B,1181507,1834155,2007,ERROR,41.700154031,-87.611007498,"(41.700154031, -87.611007498)"
+2535237,HJ109917,2002-12-20 15:00:00,074XX S COLFAX AVE,1562,SEX OFFENSE,AGG CRIMINAL SEXUAL ABUSE,APARTMENT,4858,False,False,334,NA,7,43,17,1194702,1856124,2002,ERROR,41.76012508,-87.561972571,"(41.76012508, -87.561972571)"
+8804120,HV477870,2012-09-16 03:10:00,047XX S LOOMIS BLVD,0460,BATTERY,SIMPLE,RESIDENTIAL YARD (FRONT/BACK),3213,False,False,933,9,3,61,08B,1167835,1873371,2012,ERROR,41.808071849,-87.659944973,"(41.808071849, -87.659944973)"
+3273588,HK301044,2004-04-14 11:45:00,012XX S KOSTNER AVE,031A,ROBBERY,ARMED: HANDGUN,STREET,1578,False,False,1011,10,24,29,03,1147285,1893972,2004,ERROR,41.865020926,-87.734791482,"(41.865020926, -87.734791482)"
+7072295,HR477075,2009-08-08 19:00:00,001XX E 47TH ST,0870,THEFT,POCKET-PICKING,BAR OR TAVERN,3597,False,False,224,2,3,38,06,1178126,1873860,2009,2009-12-08 13:56:14,41.809186244,-87.622185553,"(41.809186244, -87.622185553)"
+9162055,HW306837,2013-04-09 11:00:00,068XX S CORNELL AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,3084,False,True,332,3,5,43,26,1188350,1859644,2013,2013-09-06 03:34:44,41.769938203,-87.585140129,"(41.769938203, -87.585140129)"
+2688193,HJ309724,2003-04-18 19:30:00,022XX N STOCKTON DR,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2743,False,False,1814,NA,43,7,14,1174127,1915368,2003,ERROR,41.923176926,-87.635615683,"(41.923176926, -87.635615683)"
+7691340,HS497006,2010-09-03 13:07:00,009XX E MARQUETTE RD,0486,BATTERY,DOMESTIC BATTERY SIMPLE,ALLEY,1215,False,True,321,3,5,42,08B,1183558,1861405,2010,2010-08-09 07:54:48,41.774883602,-87.602650487,"(41.774883602, -87.602650487)"
+3282771,HK213978,2004-03-01 16:53:11,007XX W 61ST ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,1555,True,False,711,7,16,68,18,1172314,1864376,2004,ERROR,41.783291129,-87.643781806,"(41.783291129, -87.643781806)"
+4751054,HM261185,2006-03-30 12:02:00,011XX N RIDGEWAY AVE,2095,NARCOTICS,ATTEMPT POSSESSION NARCOTICS,STREET,2426,True,False,1112,11,27,23,18,1151136,1907139,2006,ERROR,41.901078036,-87.720308999,"(41.901078036, -87.720308999)"
+5962440,HN757326,2007-12-12 22:20:00,055XX W ADAMS ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,1914,False,False,1522,15,29,25,07,1139406,1898740,2007,2008-06-01 01:05:00,41.878252056,-87.76359965,"(41.878252056, -87.76359965)"
+1834047,G670254,2001-11-06 18:00:00,013XX W ERIE ST,0560,ASSAULT,SIMPLE,STREET,3142,False,False,1324,NA,NA,NA,08A,1167244,1904514,2001,ERROR,41.89354376,-87.661218582,"(41.89354376, -87.661218582)"
+3301460,HK334439,2004-04-30 13:30:00,022XX N AUSTIN AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,4380,False,True,2515,25,37,19,08B,1136060,1914635,2004,ERROR,41.921930233,-87.77550612,"(41.921930233, -87.77550612)"
+2669621,HJ286771,2003-04-06 01:00:00,030XX W 55TH ST,0460,BATTERY,SIMPLE,STREET,2322,False,False,824,NA,14,63,08B,1157258,1867977,2003,ERROR,41.793490848,-87.69888499,"(41.793490848, -87.69888499)"
+6369079,HP455430,2008-07-16 06:10:00,076XX S PHILLIPS AVE,0560,ASSAULT,SIMPLE,STREET,4088,False,False,421,4,7,43,08A,1193825,1854450,2008,ERROR,41.755553029,-87.565241501,"(41.755553029, -87.565241501)"
+6855131,HR261020,2009-04-10 00:00:00,014XX W ERIE ST,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,3068,False,False,1324,12,27,24,14,1166896,1904503,2009,ERROR,41.893521048,-87.662496975,"(41.893521048, -87.662496975)"
+4274768,HL591848,2005-09-04 20:00:00,033XX W WRIGHTWOOD AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,2202,False,False,1412,14,35,22,07,1153390,1917123,2005,ERROR,41.928430509,-87.711764046,"(41.928430509, -87.711764046)"
+6197251,HP285608,2008-04-17 18:30:00,030XX W FILLMORE ST,1320,CRIMINAL DAMAGE,TO VEHICLE,PARKING LOT/GARAGE(NON.RESID.),3447,True,False,1134,11,28,29,14,1155966,1895253,2008,ERROR,41.868365618,-87.702888661,"(41.868365618, -87.702888661)"
+8433392,HV111791,2012-01-10 01:40:00,067XX S ST LAWRENCE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3287,False,True,321,3,20,42,08B,1181358,1860502,2012,ERROR,41.772456691,-87.610743096,"(41.772456691, -87.610743096)"
+7505865,HS308821,2010-05-04 08:00:00,080XX S SANGAMON ST,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,3502,False,True,621,6,21,71,26,1171334,1851481,2010,ERROR,41.747927164,-87.647751629,"(41.747927164, -87.647751629)"
+7557528,HS361664,2010-06-15 19:11:00,016XX S KARLOV AVE,2027,NARCOTICS,POSS: CRACK,RESIDENCE,863,True,False,1012,10,24,29,18,1149364,1891408,2010,ERROR,41.85794497,-87.727225818,"(41.85794497, -87.727225818)"
+6702067,HR108720,2009-01-06 14:45:00,004XX S KEELER AVE,0460,BATTERY,SIMPLE,"SCHOOL, PUBLIC, GROUNDS",4011,False,False,1132,11,24,26,08B,1148424,1897525,2009,ERROR,41.874748911,-87.730518558,"(41.874748911, -87.730518558)"
+6400565,HP436822,2008-07-06 21:08:22,064XX S CALIFORNIA AVE,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,SIDEWALK,1031,True,False,825,8,15,66,26,1158854,1861997,2008,2008-03-08 06:46:11,41.777048422,-87.693195807,"(41.777048422, -87.693195807)"
+3736578,HL102041,2005-01-02 00:30:00,065XX S LOOMIS BLVD,0810,THEFT,OVER $500,VEHICLE NON-COMMERCIAL,1274,False,False,725,7,17,67,06,1168076,1861511,2005,2014-04-12 12:43:35,41.775521427,-87.659402042,"(41.775521427, -87.659402042)"
+9845718,HX495009,2014-11-04 15:30:00,013XX W 95TH ST,0810,THEFT,OVER $500,"SCHOOL, PUBLIC, BUILDING",2826,False,False,2213,22,21,73,06,1169214,1841722,2014,2014-11-11 12:41:33,41.72119316,-87.655801492,"(41.72119316, -87.655801492)"
+5253960,HN130561,2007-01-16 00:00:00,024XX N LINCOLN AVE,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,2443,False,False,1933,19,43,7,26,1170249,1916386,2007,ERROR,41.926056068,-87.649834888,"(41.926056068, -87.649834888)"
+3927220,HL299821,2005-04-16 22:55:00,009XX W 32ND PL,0460,BATTERY,SIMPLE,APARTMENT,951,False,False,924,9,11,60,08B,1170602,1883473,2005,ERROR,41.835732786,-87.64950144,"(41.835732786, -87.64950144)"
+5904951,HN703395,2007-11-11 10:00:00,053XX S PULASKI RD,1152,DECEPTIVE PRACTICE,ILLEGAL USE CASH CARD,GROCERY FOOD STORE,2864,False,False,815,8,23,62,11,1150568,1868904,2007,ERROR,41.796167541,-87.723392818,"(41.796167541, -87.723392818)"
+7616487,HS420429,2010-07-20 13:40:00,071XX S JEFFERY BLVD,0860,THEFT,RETAIL THEFT,SMALL RETAIL STORE,679,True,False,333,3,5,43,06,1190817,1858158,2010,ERROR,41.765801254,-87.576145268,"(41.765801254, -87.576145268)"
+2377718,HH685782,2002-10-01 16:00:00,008XX S WESTERN AVE,0890,THEFT,FROM BUILDING,COMMERCIAL / BUSINESS OFFICE,3836,False,False,1224,NA,25,28,06,1160551,1896364,2002,ERROR,41.871320673,-87.686025384,"(41.871320673, -87.686025384)"
+3401548,HK459731,2004-06-11 02:00:00,025XX N FRANCISCO AVE,1152,DECEPTIVE PRACTICE,ILLEGAL USE CASH CARD,BANK,3180,False,False,1414,14,35,22,11,1156577,1916550,2004,ERROR,41.92679416,-87.700068437,"(41.92679416, -87.700068437)"
+4828468,HM412792,2006-06-14 02:11:58,0000X E GARFIELD BLVD,0320,ROBBERY,STRONGARM - NO WEAPON,SIDEWALK,3102,False,False,233,2,20,40,03,1177699,1868405,2006,2006-07-10 09:43:17,41.794226904,-87.62391683,"(41.794226904, -87.62391683)"
+2097067,HH314898,2002-04-18 08:40:00,024XX W LAWRENCE AV,0560,ASSAULT,SIMPLE,OTHER,4703,True,False,2031,NA,NA,NA,08A,1159019,1931842,2002,ERROR,41.968706493,-87.690673825,"(41.968706493, -87.690673825)"
+3603839,HK646357,2004-09-25 03:10:00,008XX N ASHLAND AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2836,False,False,1322,12,1,24,14,1165526,1906012,2004,ERROR,41.897691137,-87.667485477,"(41.897691137, -87.667485477)"
+9512342,HX167043,2014-02-27 23:16:00,064XX S CARPENTER ST,0497,BATTERY,AGGRAVATED DOMESTIC BATTERY: OTHER DANG WEAPON,RESIDENCE,4856,False,False,724,7,16,68,04B,1170455,1862310,2014,2014-03-03 00:39:23,41.777662488,-87.650657643,"(41.777662488, -87.650657643)"
+4261619,HL578454,2005-08-29 09:15:00,134XX S VERNON AVE,0610,BURGLARY,FORCIBLE ENTRY,BAR OR TAVERN,1530,False,False,533,5,9,54,05,1181807,1816319,2005,ERROR,41.651202555,-87.610456918,"(41.651202555, -87.610456918)"
+6432144,HP512424,2008-08-14 09:50:00,069XX S MICHIGAN AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,APARTMENT,600,True,False,322,3,6,69,26,1178318,1859155,2008,ERROR,41.768829929,-87.621927626,"(41.768829929, -87.621927626)"
+2698942,HJ315490,2003-04-22 05:50:00,051XX W CHICAGO AVE,0340,ROBBERY,ATTEMPT: STRONGARM-NO WEAPON,STREET,1909,False,False,1531,NA,37,25,03,1141640,1904877,2003,ERROR,41.89505175,-87.755244987,"(41.89505175, -87.755244987)"
+9682603,HX333155,2014-07-06 03:15:00,037XX N PLAINFIELD AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,4490,False,True,1631,16,36,17,08B,1120024,1923862,2014,ERROR,41.9475215,-87.83423089,"(41.9475215, -87.83423089)"
+6546232,HP616924,2008-10-09 08:25:00,099XX S PEORIA ST,051A,ASSAULT,AGGRAVATED: HANDGUN,RESIDENTIAL YARD (FRONT/BACK),1859,False,False,2232,22,34,73,04A,1172031,1838751,2008,ERROR,41.712979002,-87.645570329,"(41.712979002, -87.645570329)"
+1881357,G729957,2001-12-05 20:38:41,119XX S INDIANA AV,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,2478,False,False,532,NA,NA,NA,05,1179753,1826087,2001,ERROR,41.678054476,-87.617675326,"(41.678054476, -87.617675326)"
+6182379,HP269231,2008-04-08 20:30:00,004XX E RANDOLPH ST,1506,PROSTITUTION,SOLICIT ON PUBLIC WAY,RESIDENCE,739,True,False,124,1,42,32,16,1179262,1901369,2008,2008-12-04 06:24:35,41.884646917,-87.617177553,"(41.884646917, -87.617177553)"
+10144936,HY333549,2015-07-05 15:00:00,044XX N HARDING AVE,031A,ROBBERY,ARMED: HANDGUN,APARTMENT,1023,False,False,1723,17,39,14,03,1149292,1929511,2015,2015-12-07 12:42:46,41.962504708,-87.726500599,"(41.962504708, -87.726500599)"
+7819756,HS629676,2010-11-22 19:30:00,047XX S PRINCETON AVE,0810,THEFT,OVER $500,PARK PROPERTY,1456,False,False,935,9,3,37,06,1175039,1873724,2010,ERROR,41.808882585,-87.633512079,"(41.808882585, -87.633512079)"
+1863051,G706647,2001-11-24 19:41:00,019XX S SPRINGFIELD AV,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,ALLEY,1573,True,False,1014,NA,NA,NA,15,1150673,1889905,2001,ERROR,41.853795099,-87.722460197,"(41.853795099, -87.722460197)"
+5895492,HN672912,2007-10-27 10:56:31,0000X E 103RD PL,2027,NARCOTICS,POSS: CRACK,APARTMENT,2190,False,False,512,5,9,49,18,1178109,1836390,2007,2007-09-11 09:43:39,41.706364714,-87.623382077,"(41.706364714, -87.623382077)"
+9222506,HW369005,2013-07-19 01:00:00,062XX S EBERHART AVE,041A,BATTERY,AGGRAVATED: HANDGUN,SIDEWALK,2207,False,False,313,3,20,42,04B,1180607,1863944,2013,ERROR,41.781919159,-87.613390392,"(41.781919159, -87.613390392)"
+9470449,HX123527,2014-01-22 11:30:00,064XX N SHERIDAN RD,0810,THEFT,OVER $500,CHA PARKING LOT/GROUNDS,3913,False,False,2432,24,40,1,06,1167086,1942670,2014,ERROR,41.998248939,-87.660699164,"(41.998248939, -87.660699164)"
+4564532,HM151795,2006-01-29 12:30:00,005XX N STATE ST,0870,THEFT,POCKET-PICKING,CTA TRAIN,4085,False,False,1834,18,42,8,06,1176315,1903875,2006,2006-02-02 04:21:12,41.891590492,-87.627923574,"(41.891590492, -87.627923574)"
+7288999,HR705891,2009-12-26 01:00:00,060XX S WOLCOTT AVE,0560,ASSAULT,SIMPLE,RESIDENCE,1934,True,True,714,7,15,67,08A,1164770,1864356,2009,ERROR,41.783398933,-87.671441226,"(41.783398933, -87.671441226)"
+4264409,HL581667,2005-08-30 18:11:00,012XX N STATE PKWY,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,4438,True,False,1824,18,43,8,05,1176096,1908851,2005,ERROR,41.905249818,-87.628577732,"(41.905249818, -87.628577732)"
+4500033,HL801967,2005-12-20 22:30:00,027XX S KARLOV AVE,0810,THEFT,OVER $500,STREET,3640,False,False,1031,10,22,30,06,1149446,1885667,2005,2014-04-12 12:43:35,41.842189353,-87.727073599,"(41.842189353, -87.727073599)"
+4521721,HM109102,2006-01-05 22:30:00,072XX S KEDZIE AVE,0281,CRIM SEXUAL ASSAULT,NON-AGGRAVATED,APARTMENT,2123,False,False,831,8,18,66,02,1156259,1856141,2006,ERROR,41.761031279,-87.702866467,"(41.761031279, -87.702866467)"
+5579203,HN387749,2007-06-05 23:00:00,028XX N LAKE SHORE DR,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,1495,False,False,2333,19,44,6,26,1173893,1918915,2007,2007-10-07 01:59:11,41.932915255,-87.636369534,"(41.932915255, -87.636369534)"
+4112242,HL450369,2005-06-28 17:30:00,043XX S GREENWOOD AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,3025,False,False,2123,2,4,39,14,1184277,1876379,2005,ERROR,41.815956678,-87.599546214,"(41.815956678, -87.599546214)"
+3506201,HK555583,2004-08-13 16:42:00,044XX W IOWA ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,4369,False,False,1111,11,37,23,08B,1146528,1905586,2004,ERROR,41.896905546,-87.737274355,"(41.896905546, -87.737274355)"
+2409260,HH725869,2002-10-20 01:00:00,007XX W ROSCOE ST,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESTAURANT,2063,False,False,2331,NA,44,6,26,1170419,1922748,2002,ERROR,41.943509953,-87.649023628,"(41.943509953, -87.649023628)"
+2203186,HH000417,2002-06-19 17:15:00,057XX S LOWE AVE,0313,ROBBERY,ARMED: OTHER DANGEROUS WEAPON,SIDEWALK,4447,False,False,711,NA,3,68,03,1172986,1866791,2002,ERROR,41.789903341,-87.641246766,"(41.789903341, -87.641246766)"
+5011028,HM467142,2006-07-10 17:24:47,039XX W ARMITAGE AVE,1513,PROSTITUTION,SOLICIT FOR BUSINESS,STREET,4204,True,False,2535,25,30,20,16,1150000,1912964,2006,2006-07-10 09:43:17,41.917084599,-87.724329742,"(41.917084599, -87.724329742)"
+2248732,HH525417,2002-06-08 09:00:00,014XX N WELLS ST,1120,DECEPTIVE PRACTICE,FORGERY,RESIDENCE,4807,False,False,1821,NA,27,8,10,1174403,1909875,2002,ERROR,41.908097724,-87.634765969,"(41.908097724, -87.634765969)"
+5736007,HN543999,2007-08-22 14:00:45,072XX N CLARK ST,0820,THEFT,$500 AND UNDER,STREET,248,False,False,2423,24,49,1,06,1163247,1948255,2007,2014-04-12 12:43:35,42.013656195,-87.674663459,"(42.013656195, -87.674663459)"
+1601570,G372788,2001-06-26 17:53:24,089XX S COTTAGE GROVE,0460,BATTERY,SIMPLE,RESIDENCE,3120,False,False,633,NA,NA,NA,08B,1183085,1845890,2001,ERROR,41.732319842,-87.604865988,"(41.732319842, -87.604865988)"
+8530168,HV207435,2012-03-21 05:45:00,009XX E 130TH PL,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,4330,False,False,533,5,9,54,14,1184644,1819036,2012,ERROR,41.658592656,-87.599992356,"(41.658592656, -87.599992356)"
+4862832,HM474817,2006-07-10 20:00:00,055XX S SHORE DR,2826,OTHER OFFENSE,HARASSMENT BY ELECTRONIC MEANS,RESTAURANT,2392,False,False,2132,2,5,41,26,1189509,1868821,2006,ERROR,41.795092837,-87.580597321,"(41.795092837, -87.580597321)"
+4406900,HK742347,2004-11-10 11:59:00,078XX S CORNELL AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,4344,True,False,411,4,8,43,18,1188552,1853522,2004,ERROR,41.753134073,-87.584595019,"(41.753134073, -87.584595019)"
+3010706,HJ715145,2003-10-17 11:00:00,062XX N SACRAMENTO AVE,1120,DECEPTIVE PRACTICE,FORGERY,RESIDENCE,1790,False,False,2413,24,50,2,10,1155185,1941017,2003,ERROR,41.993961219,-87.704523692,"(41.993961219, -87.704523692)"
+5557879,HN367489,2007-05-27 01:15:00,020XX N STAVE ST,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,SIDEWALK,4000,True,False,1431,14,1,22,15,1158880,1913340,2007,2010-02-06 10:34:17,41.917938701,-87.691694171,"(41.917938701, -87.691694171)"
+3066701,HJ786859,2003-11-22 23:30:00,105XX S MICHIGAN AVE,2825,OTHER OFFENSE,HARASSMENT BY TELEPHONE,RESIDENCE,1288,False,False,512,5,9,49,26,1178884,1835024,2003,ERROR,41.702598655,-87.62058548,"(41.702598655, -87.62058548)"
+6668993,HP742526,2008-12-19 22:00:00,002XX W EVERGREEN AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2419,False,False,1821,NA,43,8,14,NA,NA,2008,1999-08-11 15:39:40,NA,NA,
+6353756,HP432354,2008-07-04 05:00:00,013XX W 97TH ST,0320,ROBBERY,STRONGARM - NO WEAPON,RESIDENCE PORCH/HALLWAY,2082,False,False,2213,22,21,73,03,1168978,1840625,2008,ERROR,41.71818792,-87.656697493,"(41.71818792, -87.656697493)"
+6669938,HP740347,2008-11-26 12:00:00,052XX W FOSTER AVE,0840,THEFT,FINANCIAL ID THEFT: OVER $300,RESIDENCE,1990,False,False,1623,16,45,11,06,1140701,1934124,2008,ERROR,41.97532578,-87.757972837,"(41.97532578, -87.757972837)"
+4826288,HM332892,2006-05-05 20:37:41,042XX S COTTAGE GROVE AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,SIDEWALK,1058,True,False,2123,2,4,36,18,1182360,1876778,2006,ERROR,41.817096269,-87.606565687,"(41.817096269, -87.606565687)"
+7886005,HT116106,2011-01-12 09:30:00,054XX S HERMITAGE AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,4182,False,False,932,9,16,61,05,1165565,1868597,2011,ERROR,41.795019934,-87.668406224,"(41.795019934, -87.668406224)"
+6705302,HR108700,2005-12-31 09:00:00,029XX N KEDZIE AVE,0840,THEFT,FINANCIAL ID THEFT: OVER $300,RESIDENCE,889,False,False,1411,NA,35,21,06,NA,NA,2005,ERROR,NA,NA,
+8964081,HW112182,2013-01-10 00:00:00,044XX S ARCHER AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2466,False,False,821,8,14,58,14,1155228,1874993,2013,2013-11-01 07:24:01,41.81278459,-87.706141165,"(41.81278459, -87.706141165)"
+7699490,HS506358,2010-09-03 11:00:00,067XX S EAST END AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,776,False,False,332,3,5,43,26,1188736,1860587,2010,ERROR,41.77251665,-87.583695111,"(41.77251665, -87.583695111)"
+9180878,HW325720,2013-06-19 11:15:00,110XX S WESTERN AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,STREET,4683,False,True,2212,22,19,75,08B,1162390,1831737,2013,ERROR,41.693937278,-87.681073558,"(41.693937278, -87.681073558)"
+2297694,HH568797,2002-08-09 14:50:00,050XX W WASHINGTON BLVD,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,3902,True,False,1533,NA,28,25,18,1142677,1899991,2002,ERROR,41.881624743,-87.751557974,"(41.881624743, -87.751557974)"
+7644446,HS448315,2010-08-06 05:23:00,008XX W ADDISON ST,0860,THEFT,RETAIL THEFT,GAS STATION,2267,False,False,2331,19,44,6,06,1170247,1924094,2010,2010-09-08 10:51:39,41.947207196,-87.64961635,"(41.947207196, -87.64961635)"
+1423522,G144180,2001-03-11 14:00:00,016XX W GREENLEAF AV,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,4093,False,True,2423,NA,NA,NA,26,1164186,1947061,2001,ERROR,42.010359958,-87.671242346,"(42.010359958, -87.671242346)"
+5125870,HM723860,2006-11-16 14:00:00,011XX W WILSON AVE,0460,BATTERY,SIMPLE,"SCHOOL, PUBLIC, BUILDING",4704,True,False,2311,19,46,3,08B,1167577,1930654,2006,ERROR,41.965266117,-87.659240822,"(41.965266117, -87.659240822)"
+2492829,HH829410,2002-12-10 12:59:05,041XX W 16TH ST,502R,OTHER OFFENSE,VEHICLE TITLE/REG OFFENSE,STREET,2870,True,False,1012,NA,24,29,26,1148968,1891764,2002,ERROR,41.85892954,-87.728670191,"(41.85892954, -87.728670191)"
+3807185,HL176495,2005-02-11 23:40:00,053XX W HIRSCH ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,3180,False,False,2532,25,37,25,07,1140742,1908843,2005,ERROR,41.905951477,-87.758445541,"(41.905951477, -87.758445541)"
+5654829,HN465341,2007-07-14 01:00:00,053XX S WABASH AVE,0930,MOTOR VEHICLE THEFT,THEFT/RECOVERY: AUTOMOBILE,STREET,1188,False,False,232,2,3,40,07,1177577,1869771,2007,ERROR,41.7979781,-87.624322882,"(41.7979781, -87.624322882)"
+7897069,HT126881,2011-01-19 20:50:00,016XX N KIMBALL AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,RESIDENCE,3699,True,False,1422,14,26,23,18,1153494,1910674,2011,ERROR,41.910731836,-87.7115537,"(41.910731836, -87.7115537)"
+6053794,HP155338,2008-02-02 02:15:00,002XX N ASHLAND AVE,0560,ASSAULT,SIMPLE,TAVERN/LIQUOR STORE,4130,False,False,1333,12,27,28,08A,1165726,1901925,2008,2008-07-02 06:38:43,41.886471844,-87.666867499,"(41.886471844, -87.666867499)"
+5565328,HN356933,2007-05-21 21:30:57,070XX S JEFFERY BLVD,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,VEHICLE NON-COMMERCIAL,4147,True,False,331,3,5,43,18,1190805,1858575,2007,ERROR,41.766945825,-87.576175796,"(41.766945825, -87.576175796)"
+3248772,HK265125,2004-03-27 02:54:00,0000X W DIVISION ST,3710,INTERFERENCE WITH PUBLIC OFFICER,RESIST/OBSTRUCT/DISARM OFFICER,SIDEWALK,4310,True,False,1824,18,42,8,24,1175892,1908408,2004,2014-04-12 12:43:35,41.904038802,-87.629340436,"(41.904038802, -87.629340436)"
+1757877,G572420,2001-09-24 01:00:00,009XX N HARDING AV,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,797,False,False,1112,NA,NA,NA,07,1149924,1905981,2001,ERROR,41.897924046,-87.72479098,"(41.897924046, -87.72479098)"
+2774357,HJ418762,2003-06-09 22:26:00,017XX N TALMAN AVE,0320,ROBBERY,STRONGARM - NO WEAPON,STREET,826,False,False,1421,NA,1,24,03,1158398,1911205,2003,ERROR,41.912089977,-87.693523584,"(41.912089977, -87.693523584)"
+8926173,HV598195,2012-12-11 15:00:00,001XX N KEDZIE AVE,2092,NARCOTICS,SOLICIT NARCOTICS ON PUBLICWAY,SIDEWALK,4028,True,False,1331,12,27,27,26,1155069,1900663,2012,2012-11-12 15:22:54,41.883229246,-87.706036593,"(41.883229246, -87.706036593)"
+5741562,HN545599,2007-08-23 11:06:35,056XX W CORCORAN PL,0560,ASSAULT,SIMPLE,GROCERY FOOD STORE,2009,True,False,1512,15,29,25,08A,1138929,1901964,2007,ERROR,41.887107805,-87.765272755,"(41.887107805, -87.765272755)"
+7388091,HS188642,2010-03-02 16:00:00,059XX W AUGUSTA BLVD,0460,BATTERY,SIMPLE,SIDEWALK,4552,False,False,1511,15,29,25,08B,1136861,1906101,2010,2010-04-03 11:52:03,41.898497579,-87.772767903,"(41.898497579, -87.772767903)"
+4148394,HL472015,2005-07-09 03:00:00,004XX W 98TH ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,VEHICLE NON-COMMERCIAL,1031,False,True,2223,22,21,73,08B,1174873,1839956,2005,ERROR,41.716222926,-87.635126228,"(41.716222926, -87.635126228)"
+7111964,HR520191,2009-09-04 19:15:00,040XX W LAKE ST,2024,NARCOTICS,POSS: HEROIN(WHITE),CTA PLATFORM,1207,True,False,1114,11,28,26,18,1149614,1901481,2009,2009-04-09 20:50:05,41.885581599,-87.726046569,"(41.885581599, -87.726046569)"
+1498551,G234518,2001-04-24 20:15:00,005XX N COLUMBUS DR,0810,THEFT,OVER $500,STREET,1805,False,False,1834,NA,NA,NA,06,1178452,1903693,2001,2014-04-12 12:43:35,41.891042598,-87.620081013,"(41.891042598, -87.620081013)"
+1470135,G198684,2001-03-30 19:30:00,049XX W WEST END AV,0460,BATTERY,SIMPLE,APARTMENT,883,False,True,1532,NA,NA,NA,08B,1143503,1900491,2001,ERROR,41.882981399,-87.748512379,"(41.882981399, -87.748512379)"
+4380629,HL672144,2005-10-14 08:30:00,002XX W 87TH ST,1320,CRIMINAL DAMAGE,TO VEHICLE,PARKING LOT/GARAGE(NON.RESID.),2556,False,False,622,6,21,44,14,1176403,1847255,2005,ERROR,41.736218161,-87.629303966,"(41.736218161, -87.629303966)"
+3828054,HL198936,2005-02-23 21:00:00,049XX N MILWAUKEE AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,PARKING LOT/GARAGE(NON.RESID.),1349,False,False,1623,16,45,11,14,1139081,1932636,2005,ERROR,41.971272283,-87.763966593,"(41.971272283, -87.763966593)"
+5649370,HN457869,2007-07-10 15:30:00,121XX S PRINCETON AVE,0530,ASSAULT,AGGRAVATED: OTHER DANG WEAPON,STREET,2266,False,False,523,5,34,53,04A,1176434,1824279,2007,ERROR,41.673168048,-87.629877991,"(41.673168048, -87.629877991)"
+1926664,G777431,2001-12-30 12:22:03,075XX S COTTAGE GROVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,2792,True,False,624,NA,NA,NA,18,1182916,1854849,2001,ERROR,41.756908237,-87.605207385,"(41.756908237, -87.605207385)"
+3349468,HK391905,2004-05-25 15:00:00,015XX E 93RD ST,0820,THEFT,$500 AND UNDER,SIDEWALK,483,False,False,413,4,8,48,06,1187948,1843656,2004,2014-04-12 12:43:35,41.726075187,-87.587121912,"(41.726075187, -87.587121912)"
+9289687,HW434804,2013-09-02 18:45:00,057XX S PRAIRIE AVE,2023,NARCOTICS,POSS: HEROIN(BRN/TAN),VACANT LOT/LAND,3421,True,False,232,2,20,40,18,1178985,1866850,2013,2013-03-09 11:05:41,41.789930619,-87.619248524,"(41.789930619, -87.619248524)"
+4657553,HM172738,2006-02-09 20:15:00,001XX E WACKER DR,1505,PROSTITUTION,CALL OPERATION,HOTEL/MOTEL,2254,True,False,124,1,42,32,16,1177757,1902582,2006,2006-01-04 03:33:39,41.888009783,-87.622667166,"(41.888009783, -87.622667166)"
+1848637,G686275,2001-10-17 17:00:00,031XX W 103 ST,1130,DECEPTIVE PRACTICE,FRAUD OR CONFIDENCE GAME,BANK,2485,False,False,2211,NA,NA,NA,11,1157251,1836208,2001,ERROR,41.706311774,-87.699768468,"(41.706311774, -87.699768468)"
+1714907,G518024,2001-08-30 00:38:59,122XX S PEORIA ST,0326,ROBBERY,AGGRAVATED VEHICULAR HIJACKING,STREET,2852,False,False,524,NA,NA,NA,03,1172502,1823677,2001,ERROR,41.671603244,-87.644286984,"(41.671603244, -87.644286984)"
+8501862,HV177514,2012-02-19 16:00:00,027XX N MOBILE AVE,5002,OTHER OFFENSE,OTHER VEHICLE OFFENSE,STREET,3247,False,False,2512,25,29,19,26,1133987,1917369,2012,ERROR,41.9294694,-87.783058569,"(41.9294694, -87.783058569)"
+2788429,HJ437145,2003-06-17 08:00:00,084XX W GREGORY ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,3143,False,False,1614,NA,41,76,14,NA,NA,2003,ERROR,NA,NA,
+7308921,HS113429,2010-01-10 10:28:00,130XX S DR MARTIN LUTHER KING JR DR,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,4532,True,True,533,5,9,54,08B,1180948,1818658,2010,2010-11-01 05:08:49,41.657640861,-87.613528366,"(41.657640861, -87.613528366)"
+9411869,HW555535,2013-11-28 08:00:00,032XX W DOUGLAS BLVD,0890,THEFT,FROM BUILDING,COMMERCIAL / BUSINESS OFFICE,2178,False,False,1022,10,24,29,06,1154818,1893309,2013,2013-02-12 13:43:47,41.86305413,-87.707155285,"(41.86305413, -87.707155285)"
+6863000,HR267765,2009-04-14 15:32:00,016XX E 53RD ST,1210,DECEPTIVE PRACTICE,THEFT OF LABOR/SERVICES,TAXICAB,1052,False,False,2132,2,4,41,11,1188194,1870489,2009,ERROR,41.799701444,-87.585366136,"(41.799701444, -87.585366136)"
+8079527,HT312157,2011-05-17 14:00:00,063XX N CLAREMONT AVE,0620,BURGLARY,UNLAWFUL ENTRY,APARTMENT,4304,False,False,2413,24,50,2,05,1159464,1941832,2011,ERROR,41.99611031,-87.688761143,"(41.99611031, -87.688761143)"
+5959995,HN755465,2007-11-06 08:00:00,076XX S PHILLIPS AVE,1150,DECEPTIVE PRACTICE,CREDIT CARD FRAUD,BANK,3955,False,True,421,4,7,43,11,1193897,1854798,2007,2008-12-01 01:05:03,41.756506203,-87.564966253,"(41.756506203, -87.564966253)"
+4579723,HM166790,2006-02-06 17:30:00,084XX S INGLESIDE AVE,0460,BATTERY,SIMPLE,SIDEWALK,2807,False,False,632,6,8,44,08B,1183976,1849454,2006,ERROR,41.74207911,-87.601490881,"(41.74207911, -87.601490881)"
+5789960,HN600058,2007-09-20 10:00:00,071XX W DICKENS AVE,0820,THEFT,$500 AND UNDER,STREET,270,False,False,2512,25,36,25,06,1127875,1913121,2007,2014-04-12 12:43:35,41.917917786,-87.805614941,"(41.917917786, -87.805614941)"
+4775666,HM388940,2006-05-30 13:00:00,072XX S KIMBARK AVE,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,2394,False,False,324,3,5,69,07,1186082,1857490,2006,2006-04-06 04:24:23,41.764081271,-87.593521441,"(41.764081271, -87.593521441)"
+7711055,HS518043,2010-09-16 12:05:00,026XX E 79TH ST,0460,BATTERY,SIMPLE,OTHER,3669,False,False,421,4,7,43,08B,1195505,1853147,2010,ERROR,41.751936174,-87.559127815,"(41.751936174, -87.559127815)"
+8137536,HT371329,2011-06-29 00:08:00,038XX W FLOURNOY ST,041A,BATTERY,AGGRAVATED: HANDGUN,RESIDENTIAL YARD (FRONT/BACK),4277,False,False,1133,11,24,26,04B,1150802,1896712,2011,ERROR,41.872471787,-87.721808751,"(41.872471787, -87.721808751)"
+7387445,HS189260,2010-01-24 20:37:00,016XX W 32ND ST,2826,OTHER OFFENSE,HARASSMENT BY ELECTRONIC MEANS,RESIDENCE,3922,False,False,922,9,11,59,26,1166016,1883413,2010,2010-05-03 08:02:26,41.835667093,-87.666330688,"(41.835667093, -87.666330688)"
+1834918,G668790,2001-11-05 19:00:00,015XX N SPRINGFIELD AV,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,3471,False,False,2535,NA,NA,NA,07,1150124,1910319,2001,ERROR,41.909824052,-87.723943209,"(41.909824052, -87.723943209)"
+6824043,HR227480,2009-03-21 10:35:00,124XX S EMERALD AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,896,False,False,523,5,34,53,14,1173548,1822149,2009,ERROR,41.667387143,-87.640503609,"(41.667387143, -87.640503609)"
+3334126,HK375058,2004-05-18 19:25:00,018XX W FARWELL AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,1815,False,False,2424,24,49,1,26,1162731,1945686,2004,ERROR,42.00661768,-87.676634619,"(42.00661768, -87.676634619)"
+4991479,HM599065,2006-09-13 14:20:00,004XX N STATE ST,0460,BATTERY,SIMPLE,RESTAURANT,4867,True,False,1831,18,42,8,08B,1176246,1903580,2006,ERROR,41.890782553,-87.628185879,"(41.890782553, -87.628185879)"
+4779523,HM394310,2006-06-02 15:30:00,042XX N CICERO AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,VEHICLE NON-COMMERCIAL,2942,False,False,1624,16,45,15,14,1143559,1928046,2006,2006-07-06 04:08:49,41.958594104,-87.747615647,"(41.958594104, -87.747615647)"
+7209980,HR625015,2009-11-04 00:05:00,012XX W DIVISION ST,2022,NARCOTICS,POSS: COCAINE,STREET,851,True,False,1323,12,27,24,18,1168223,1908112,2009,2009-04-11 01:46:02,41.903395808,-87.657518982,"(41.903395808, -87.657518982)"
+4855527,HM466819,2006-07-06 21:00:00,055XX N CLARK ST,0890,THEFT,FROM BUILDING,CHURCH/SYNAGOGUE/PLACE OF WORSHIP,3503,False,False,2012,20,40,77,06,1164942,1936997,2006,ERROR,41.982728013,-87.668748145,"(41.982728013, -87.668748145)"
+5216189,HN101090,2007-01-01 14:47:51,002XX E 136TH ST,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE,4188,False,False,533,5,9,54,05,1180454,1815072,2007,ERROR,41.647811613,-87.615445268,"(41.647811613, -87.615445268)"
+6782563,HR197644,2009-03-03 19:00:00,076XX S CRANDON AVE,0890,THEFT,FROM BUILDING,"SCHOOL, PUBLIC, BUILDING",1821,False,False,414,4,7,43,06,1192816,1854954,2009,2009-04-03 06:03:14,41.756960706,-87.568922754,"(41.756960706, -87.568922754)"
+3363754,HK410972,2004-06-05 17:27:50,110XX S AVENUE M,0560,ASSAULT,SIMPLE,STREET,4448,True,False,433,4,10,52,08A,1201506,1832221,2004,ERROR,41.694363358,-87.537846019,"(41.694363358, -87.537846019)"
+9749727,HX399758,2014-08-23 16:50:00,101XX S VERNON AVE,0810,THEFT,OVER $500,RESIDENCE,4015,False,False,511,5,9,49,06,1181071,1837939,2014,ERROR,41.71054785,-87.612487964,"(41.71054785, -87.612487964)"
+3810647,HL177913,2005-02-12 19:10:00,072XX N SHERIDAN RD,1365,CRIMINAL TRESPASS,TO RESIDENCE,NURSING HOME/RETIREMENT HOME,4948,True,False,2423,24,49,1,26,1166257,1947965,2005,ERROR,42.012796343,-87.66359639,"(42.012796343, -87.66359639)"
+2167336,HH418150,2002-06-04 06:00:00,001XX W SUPERIOR ST,0810,THEFT,OVER $500,VEHICLE NON-COMMERCIAL,3092,False,False,1832,NA,42,8,06,1175214,1905375,2002,2014-04-12 12:43:35,41.895731339,-87.631921962,"(41.895731339, -87.631921962)"
+2336983,HH635814,2002-09-08 20:00:00,086XX S ELIZABETH ST,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,1484,False,False,613,NA,21,71,14,1169547,1847226,2002,ERROR,41.736289738,-87.654422772,"(41.736289738, -87.654422772)"
+2283233,HH562586,2002-08-06 12:00:00,032XX W FLOURNOY ST,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,2392,False,True,1134,NA,24,27,26,1154671,1896885,2002,ERROR,41.87287,-87.707599224,"(41.87287, -87.707599224)"
+9145362,HW290799,2013-05-25 18:20:00,066XX S HALSTED ST,1330,CRIMINAL TRESPASS,TO LAND,SMALL RETAIL STORE,2918,False,False,723,7,6,68,26,1172149,1860963,2013,ERROR,41.773929092,-87.644486986,"(41.773929092, -87.644486986)"
+8134619,HT369020,2011-06-27 18:35:00,094XX S WESTERN AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,1575,True,False,2221,22,19,72,18,1162082,1841641,2011,ERROR,41.721121942,-87.68192693,"(41.721121942, -87.68192693)"
+1662674,G451886,2001-07-31 08:30:00,077XX S CALUMET AV,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,4005,False,False,623,NA,NA,NA,05,1179859,1853565,2001,ERROR,41.753455253,-87.616449881,"(41.753455253, -87.616449881)"
+5926846,HN721506,2007-11-21 06:00:00,012XX W 98TH ST,0281,CRIM SEXUAL ASSAULT,NON-AGGRAVATED,RESIDENCE,3077,False,False,2213,22,21,73,02,1169700,1839736,2007,ERROR,41.715732768,-87.654078763,"(41.715732768, -87.654078763)"
+2621303,HJ224035,2003-03-05 10:00:00,019XX W GREENLEAF AVE,0930,MOTOR VEHICLE THEFT,THEFT/RECOVERY: AUTOMOBILE,STREET,1523,False,False,2424,NA,49,1,07,1162189,1946919,2003,ERROR,42.010012453,-87.67859402,"(42.010012453, -87.67859402)"
+2334124,HH631588,2002-09-06 21:00:00,025XX N LINDER AVE,0610,BURGLARY,FORCIBLE ENTRY,RESIDENCE-GARAGE,3020,False,False,2515,NA,30,19,05,1139329,1916155,2002,ERROR,41.926042297,-87.763457601,"(41.926042297, -87.763457601)"
+8519471,HV196442,2012-03-12 21:40:00,100XX S CRANDON AVE,033A,ROBBERY,ATTEMPT: ARMED-HANDGUN,STREET,3149,False,False,431,4,7,51,03,1193441,1839086,2012,2012-11-04 16:56:10,41.713402235,-87.567149974,"(41.713402235, -87.567149974)"
+2508938,HH852379,2002-12-21 02:00:00,025XX N KEDZIE BLVD,0890,THEFT,FROM BUILDING,OTHER,3585,False,False,1414,NA,35,22,06,1154663,1916875,2002,ERROR,41.92772456,-87.707092848,"(41.92772456, -87.707092848)"
+4690771,HM291349,2006-04-14 20:50:00,012XX W 72ND ST,0460,BATTERY,SIMPLE,SIDEWALK,1089,False,False,734,7,17,67,08B,1169088,1857072,2006,ERROR,41.763318426,-87.655820347,"(41.763318426, -87.655820347)"
+3831802,HL200488,2005-02-24 21:20:56,124XX S EGGLESTON AVE,143A,WEAPONS VIOLATION,UNLAWFUL POSS OF HANDGUN,RESIDENCE,3847,False,False,523,5,34,53,15,1175509,1822487,2005,2014-04-12 12:43:35,41.668271184,-87.633316824,"(41.668271184, -87.633316824)"
+4288666,HL600343,2005-09-09 00:45:00,033XX W OGDEN AVE,2850,PUBLIC PEACE VIOLATION,BOMB THREAT,POLICE FACILITY/VEH PARKING LOT,4337,False,False,1024,10,24,29,26,1154500,1890985,2005,ERROR,41.856683172,-87.708384737,"(41.856683172, -87.708384737)"
+6404121,HP476419,2008-07-26 18:15:00,068XX S CLAREMONT AVE,0530,ASSAULT,AGGRAVATED: OTHER DANG WEAPON,STREET,3421,False,True,832,8,17,66,04A,1161871,1859315,2008,2008-07-08 10:22:37,41.76962648,-87.682209929,"(41.76962648, -87.682209929)"
+7629586,HS432289,2010-07-26 14:00:00,011XX W 62ND ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,2636,False,True,712,7,16,68,08B,1169767,1863724,2010,ERROR,41.781557634,-87.653138853,"(41.781557634, -87.653138853)"
+1504741,G234331,2001-04-24 19:30:00,027XX N SAWYER AV,2027,NARCOTICS,POSS: CRACK,SIDEWALK,4441,True,False,1412,NA,NA,NA,18,1154131,1917989,2001,ERROR,41.930792109,-87.709017944,"(41.930792109, -87.709017944)"
+8748002,HV422718,2012-08-09 12:20:00,103XX S AVENUE L,0915,MOTOR VEHICLE THEFT,"TRUCK, BUS, MOTOR HOME",STREET,3008,False,False,432,4,10,52,07,1201793,1836826,2012,ERROR,41.706992596,-87.536639296,"(41.706992596, -87.536639296)"
+3768741,HL139720,2005-01-23 13:30:00,035XX N ELSTON AVE,0810,THEFT,OVER $500,VEHICLE NON-COMMERCIAL,1452,False,False,1733,17,35,21,06,1154312,1923546,2005,2014-04-12 12:43:35,41.946037311,-87.708203891,"(41.946037311, -87.708203891)"
+4462522,HL759778,2005-11-28 11:36:00,074XX N GREENVIEW AVE,0460,BATTERY,SIMPLE,APARTMENT,3452,False,False,2422,24,49,1,08B,1164955,1949681,2005,ERROR,42.017532926,-87.668338035,"(42.017532926, -87.668338035)"
+6045601,HP146797,2008-01-26 15:00:00,006XX W WAYMAN ST,0610,BURGLARY,FORCIBLE ENTRY,CONSTRUCTION SITE,1006,False,False,1212,12,27,28,05,1171516,1902377,2008,2008-01-02 20:14:43,41.887586797,-87.645592029,"(41.887586797, -87.645592029)"
+5682032,HN490569,2007-07-23 00:01:00,004XX N DEARBORN ST,1130,DECEPTIVE PRACTICE,FRAUD OR CONFIDENCE GAME,RESTAURANT,3345,False,False,1831,18,42,8,11,1175894,1903544,2007,ERROR,41.890691698,-87.629479667,"(41.890691698, -87.629479667)"
+8520242,HV196949,2012-03-14 12:15:00,015XX W 45TH ST,0312,ROBBERY,ARMED:KNIFE/CUTTING INSTRUMENT,STREET,4644,False,False,924,9,3,61,03,1167048,1874840,2012,ERROR,41.812119833,-87.662789453,"(41.812119833, -87.662789453)"
+8071070,HT292750,2011-05-12 17:18:00,006XX E GRAND AVE,0860,THEFT,RETAIL THEFT,OTHER,2071,True,False,1834,18,42,8,06,1180772,1904096,2011,ERROR,41.892095212,-87.611548469,"(41.892095212, -87.611548469)"
+9957363,HY146143,2014-12-27 21:00:00,013XX W CHICAGO AVE,0810,THEFT,OVER $500,RESIDENCE,904,False,False,1215,12,27,24,06,1167548,1905439,2014,ERROR,41.896075483,-87.660075443,"(41.896075483, -87.660075443)"
+10067136,HY256096,2015-05-11 16:00:00,087XX S BEVERLY AVE,0820,THEFT,$500 AND UNDER,STREET,466,False,False,2221,22,21,71,06,1164962,1846395,2015,ERROR,41.734107372,-87.671244102,"(41.734107372, -87.671244102)"
+8115927,HT350334,2011-06-16 12:00:00,058XX N KENMORE AVE,0560,ASSAULT,SIMPLE,RESIDENCE PORCH/HALLWAY,2492,False,False,2022,20,48,77,08A,1168225,1939040,2011,ERROR,41.988263519,-87.656614711,"(41.988263519, -87.656614711)"
+3295784,HK327947,2004-04-27 12:42:44,055XX W CHICAGO AVE,0860,THEFT,RETAIL THEFT,DRUG STORE,630,True,False,1524,15,37,25,06,1139149,1904830,2004,ERROR,41.894968468,-87.764395055,"(41.894968468, -87.764395055)"
+4118774,HL445725,2005-06-26 18:35:00,076XX S CICERO AVE,0560,ASSAULT,SIMPLE,OTHER,3553,True,False,833,8,13,65,08A,1145766,1853738,2005,ERROR,41.75464162,-87.741385158,"(41.75464162, -87.741385158)"
+4313295,HL623082,2005-09-19 22:30:00,078XX S CREGIER AVE,2820,OTHER OFFENSE,TELEPHONE THREAT,RESIDENCE,2726,False,True,414,4,8,43,26,1189530,1853090,2005,ERROR,41.751925214,-87.581024925,"(41.751925214, -87.581024925)"
+5275302,HM771318,2006-12-12 14:30:00,016XX N VINE ST,0460,BATTERY,SIMPLE,CHA APARTMENT,3342,False,False,1813,18,43,7,08B,1171741,1910972,2006,2007-04-02 09:14:02,41.911167023,-87.644512341,"(41.911167023, -87.644512341)"
+9571206,HX221842,2014-04-12 21:00:00,036XX W ARMITAGE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,4457,True,True,2535,25,26,22,08B,1151558,1912999,2014,ERROR,41.91715014,-87.718604687,"(41.91715014, -87.718604687)"
+8225563,HT459910,2011-06-02 10:00:00,034XX N OVERHILL AVE,1120,DECEPTIVE PRACTICE,FORGERY,RESIDENCE,4580,False,True,1631,16,36,17,10,1124187,1921874,2011,ERROR,41.941998641,-87.818972224,"(41.941998641, -87.818972224)"
+3698614,HK800968,2004-12-06 07:28:00,039XX W 55TH ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,3905,False,False,822,8,23,62,14,1151189,1867799,2004,ERROR,41.793123142,-87.721144397,"(41.793123142, -87.721144397)"
+6279492,HP366498,2008-05-31 01:49:48,024XX E 77TH ST,0560,ASSAULT,SIMPLE,STREET,3375,False,False,421,4,7,43,08A,1193751,1854422,2008,2008-10-06 17:19:23,41.755478007,-87.565513603,"(41.755478007, -87.565513603)"
+3809022,HL179005,2005-02-12 23:00:00,079XX S SACRAMENTO AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,4081,False,False,835,8,18,70,14,1157711,1852042,2005,ERROR,41.749753656,-87.69765575,"(41.749753656, -87.69765575)"
+2448823,HH773171,2002-11-11 16:55:00,024XX W 46TH ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,4003,False,False,914,NA,12,58,08B,1160595,1874059,2002,ERROR,41.810112404,-87.686480579,"(41.810112404, -87.686480579)"
+8784290,HV458206,2012-09-02 15:00:00,010XX W BRYN MAWR AVE,0820,THEFT,$500 AND UNDER,SIDEWALK,324,False,False,2022,20,48,77,06,1168220,1937410,2012,2012-03-09 10:10:19,41.98379087,-87.656680467,"(41.98379087, -87.656680467)"
+5066596,HM672873,2006-10-21 01:10:00,063XX S ELIZABETH ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,ALLEY,1796,False,True,724,7,16,67,08B,1169122,1862553,2006,2006-04-11 05:54:38,41.778358245,-87.655537413,"(41.778358245, -87.655537413)"
+9049125,HW191204,2013-03-13 19:00:00,031XX N SHEFFIELD AVE,0820,THEFT,$500 AND UNDER,STREET,247,False,False,1933,19,44,6,06,1169094,1921197,2013,ERROR,41.939282865,-87.65393884,"(41.939282865, -87.65393884)"
+7764239,HS572350,2010-10-19 16:30:00,048XX N SPAULDING AVE,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,3988,True,False,1713,17,39,14,18,1153546,1931968,2010,ERROR,41.969163134,-87.710794575,"(41.969163134, -87.710794575)"
+2410766,HH726508,2002-10-19 20:00:00,041XX W GRANVILLE AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,3555,False,False,1711,NA,39,12,14,1147823,1940905,2002,ERROR,41.993799031,-87.731607315,"(41.993799031, -87.731607315)"
+6473955,HP548589,2008-09-02 10:38:27,002XX S LAVERGNE AVE,2017,NARCOTICS,MANU/DELIVER:CRACK,SIDEWALK,4717,True,False,1533,15,28,25,18,1143332,1898687,2008,2008-04-09 10:02:31,41.878034197,-87.749185395,"(41.878034197, -87.749185395)"
+3811299,HL180923,2005-02-14 14:30:00,001XX W CERMAK RD,0890,THEFT,FROM BUILDING,RESTAURANT,4526,False,False,2111,9,25,34,06,1175413,1889712,2005,ERROR,41.852746625,-87.631661358,"(41.852746625, -87.631661358)"
+8254428,HT488217,2011-09-09 08:20:00,012XX S KILDARE AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,1355,True,True,1011,10,24,29,08B,1147879,1893831,2011,2011-10-09 08:30:21,41.864622619,-87.732614499,"(41.864622619, -87.732614499)"
+3052579,HJ766530,2003-11-18 11:15:00,010XX W NORTH AVE,0312,ROBBERY,ARMED:KNIFE/CUTTING INSTRUMENT,SMALL RETAIL STORE,1967,False,False,1811,18,32,7,03,1169395,1910873,2003,ERROR,41.910946738,-87.653133577,"(41.910946738, -87.653133577)"
+2802395,HJ456446,2003-06-26 17:00:00,014XX N MAPLEWOOD AVE,0810,THEFT,OVER $500,STREET,3051,False,False,1423,14,26,24,06,1159110,1909223,2003,2014-04-12 12:43:35,41.906636608,-87.690962425,"(41.906636608, -87.690962425)"
+8467589,HV143840,2012-02-03 12:45:00,064XX S ST LAWRENCE AVE,1330,CRIMINAL TRESPASS,TO LAND,RESIDENCE-GARAGE,2128,False,False,312,3,20,42,26,1181306,1862283,2012,2012-05-02 07:39:28,41.777345128,-87.610878867,"(41.777345128, -87.610878867)"
+8672044,HV346931,2012-06-22 02:30:00,002XX N ASHLAND AVE,0820,THEFT,$500 AND UNDER,STREET,66,False,False,1333,12,27,28,06,1165729,1901839,2012,ERROR,41.88623579,-87.666858935,"(41.88623579, -87.666858935)"
+2087824,HH307538,2002-04-14 17:00:00,112XX S CORLISS AV,0820,THEFT,$500 AND UNDER,PARKING LOT/GARAGE(NON.RESID.),121,False,False,531,NA,NA,NA,06,1184357,1830749,2002,2014-04-12 12:43:35,41.690741459,-87.60067812,"(41.690741459, -87.60067812)"
+8209337,HT443374,2011-08-11 18:35:00,079XX S HALSTED ST,031A,ROBBERY,ARMED: HANDGUN,ATM (AUTOMATIC TELLER MACHINE),1050,False,False,621,6,17,71,03,1172299,1852411,2011,ERROR,41.750458051,-87.644188274,"(41.750458051, -87.644188274)"
+8256672,HT490030,2011-09-10 01:45:00,116XX S DOTY AVE W,0460,BATTERY,SIMPLE,PARKING LOT/GARAGE(NON.RESID.),2252,False,False,532,5,9,54,08B,1183932,1827765,2011,2011-11-09 06:14:39,41.68256287,-87.602326758,"(41.68256287, -87.602326758)"
+5916746,HN714104,2007-11-18 02:00:00,026XX W CORTLAND ST,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,644,False,False,1421,14,1,22,14,1158683,1912488,2007,ERROR,41.91560479,-87.692441353,"(41.91560479, -87.692441353)"
+8191615,HT405749,2011-07-19 18:00:00,009XX W WINONA ST,2032,NARCOTICS,MANU/DELIVER: METHAMPHETAMINES,RESIDENCE,2116,True,False,2024,20,48,3,18,1169251,1934368,2011,2011-01-08 11:42:26,41.975421135,-87.652977507,"(41.975421135, -87.652977507)"
+2973180,HJ659852,2003-09-28 22:39:00,097XX S HARVARD AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3610,False,True,511,5,21,49,08B,1175644,1839981,2003,ERROR,41.716274337,-87.632301694,"(41.716274337, -87.632301694)"
+2653149,HJ262801,2003-03-26 22:50:00,083XX S ELLIS AVE,0610,BURGLARY,FORCIBLE ENTRY,APARTMENT,721,False,False,632,NA,8,44,05,1184303,1849697,2003,ERROR,41.742738291,-87.600285187,"(41.742738291, -87.600285187)"
+2813880,HJ468442,2003-07-02 17:55:00,103XX S CHARLES ST,0930,MOTOR VEHICLE THEFT,THEFT/RECOVERY: AUTOMOBILE,OTHER,1416,False,False,2212,22,19,72,07,1168443,1836435,2003,ERROR,41.70670143,-87.658777228,"(41.70670143, -87.658777228)"
+6853270,HR212470,2009-03-12 20:24:00,014XX W 63RD ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,3705,True,False,725,7,16,67,18,1167591,1862923,2009,ERROR,41.779406548,-87.661139539,"(41.779406548, -87.661139539)"
+4345470,HL643338,2005-09-29 12:30:00,054XX S WENTWORTH AVE,0860,THEFT,RETAIL THEFT,SMALL RETAIL STORE,3555,True,False,232,2,3,37,06,1175924,1869100,2005,ERROR,41.796174063,-87.6304048,"(41.796174063, -87.6304048)"
+3145808,HK138334,2004-01-20 14:45:00,001XX W 104TH ST,1750,OFFENSE INVOLVING CHILDREN,CHILD ABUSE,RESIDENCE,1034,False,True,512,5,34,49,20,1177238,1836035,2004,ERROR,41.705410205,-87.626582292,"(41.705410205, -87.626582292)"
+2564500,HJ117629,2003-01-10 06:30:00,046XX S SACRAMENTO AVE,1513,PROSTITUTION,SOLICIT FOR BUSINESS,STREET,4870,True,False,912,NA,14,58,16,1157201,1873342,2003,ERROR,41.808214288,-87.698948812,"(41.808214288, -87.698948812)"
+2168460,HH416094,2002-05-31 17:00:00,063XX S ROCKWELL ST,0460,BATTERY,SIMPLE,STREET,1695,False,False,825,NA,15,66,08B,1160083,1862752,2002,ERROR,41.779095055,-87.688669541,"(41.779095055, -87.688669541)"
+3960086,HL326851,2005-04-30 08:50:00,017XX W HOWARD ST,0860,THEFT,RETAIL THEFT,GROCERY FOOD STORE,1739,False,False,2422,24,49,1,06,1163125,1950306,2005,ERROR,42.019286753,-87.675054325,"(42.019286753, -87.675054325)"
+7233563,HR577284,2009-10-03 04:35:00,047XX S KILPATRICK AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,2783,False,False,815,8,23,56,14,1145784,1872768,2009,ERROR,41.80686277,-87.740838663,"(41.80686277, -87.740838663)"
+5041658,HM636747,2006-10-02 22:15:00,015XX N CALIFORNIA AVE,0560,ASSAULT,SIMPLE,STREET,4574,False,True,1423,14,26,24,08A,1157485,1910358,2006,ERROR,41.90978438,-87.696900782,"(41.90978438, -87.696900782)"
+1848119,G681456,2001-11-12 15:00:00,045XX S DAMEN AV,0820,THEFT,$500 AND UNDER,DEPARTMENT STORE,255,True,False,914,NA,NA,NA,06,1163704,1874123,2001,2014-04-12 12:43:35,41.810223247,-87.675075347999993,"(41.810223247, -87.675075348)"
+3152831,HK148739,2004-01-26 19:00:00,008XX W 52ND ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,4518,False,False,934,9,3,61,07,1171851,1870417,2004,ERROR,41.799878475,-87.64530206,"(41.799878475, -87.64530206)"
+3800712,HL168190,2005-02-06 18:00:00,026XX W 74TH ST,0460,BATTERY,SIMPLE,STREET,4990,False,False,835,8,18,66,08B,1159986,1855543,2005,ERROR,41.759314508,-87.689223078,"(41.759314508, -87.689223078)"
+4838698,HM450854,2006-07-02 20:22:36,066XX S DAMEN AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,RESIDENCE,3325,False,True,726,7,15,67,08B,1164211,1860657,2006,2006-08-07 04:09:46,41.773260178,-87.673594762,"(41.773260178, -87.673594762)"
+4567800,HM152622,2006-01-30 01:05:00,062XX S PULASKI RD,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,2362,True,True,823,8,13,65,08B,1150823,1862618,2006,2006-04-02 03:37:59,41.778912821,-87.72262144,"(41.778912821, -87.72262144)"
+4954048,HM567985,2006-08-28 19:00:00,039XX W NORTH AVE,0820,THEFT,$500 AND UNDER,RESTAURANT,63,False,False,2535,25,30,23,06,1149603,1910380,2006,2014-04-12 12:43:35,41.910001584,-87.725855574,"(41.910001584, -87.725855574)"
+6442605,HP523830,2008-08-19 19:15:00,022XX N STOCKTON DR,0810,THEFT,OVER $500,STREET,4144,False,False,1814,18,43,7,06,1174044,1915453,2008,ERROR,41.923412022,-87.635918111,"(41.923412022, -87.635918111)"
+8013905,HT245828,2011-04-12 01:00:00,117XX S ASHLAND AVE,0325,ROBBERY,VEHICULAR HIJACKING,STREET,3478,False,False,524,5,34,53,03,1167822,1827065,2011,ERROR,41.681001922,-87.66131902,"(41.681001922, -87.66131902)"
+2134668,HH365544,2002-05-11 19:52:00,012XX W 69TH ST,2111,NARCOTICS,SALE/DEL HYPODERMIC NEEDLE,STREET,3604,True,False,724,NA,17,67,26,1169493,1859073,2002,ERROR,41.768800662,-87.654278043,"(41.768800662, -87.654278043)"
+5610513,HN414573,2007-06-19 04:45:00,050XX W DICKENS AVE,1320,CRIMINAL DAMAGE,TO VEHICLE,STREET,1912,False,False,2522,25,31,19,14,1142601,1913456,2007,ERROR,41.918575659,-87.75150172,"(41.918575659, -87.75150172)"
+8573841,HV248444,2012-04-19 00:45:00,048XX S MICHIGAN AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,OTHER,1936,False,False,224,2,3,38,14,1178018,1872850,2012,ERROR,41.806417165,-87.622612308,"(41.806417165, -87.622612308)"
+1561696,G322059,2001-06-04 02:17:00,051XX S WESTERN AV,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,OTHER,1450,True,False,915,NA,NA,NA,07,1161425,1870775,2001,ERROR,41.801083515,-87.683527305,"(41.801083515, -87.683527305)"
+3927547,HL299959,2005-04-17 00:05:00,106XX S PERRY AVE,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,4821,False,False,512,5,34,49,14,1177525,1834390,2005,ERROR,41.700889625,-87.625580837,"(41.700889625, -87.625580837)"
+4652877,HM250481,2006-03-24 14:50:00,006XX N AVERS AVE,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,STREET,3812,False,False,1122,11,27,23,04B,1150574,1903795,2006,ERROR,41.891912762,-87.722460741,"(41.891912762, -87.722460741)"
+5843579,HN653528,2007-10-15 01:00:00,021XX E 83RD ST,1310,CRIMINAL DAMAGE,TO PROPERTY,RESIDENCE,1948,False,False,414,4,8,46,14,1191722,1850396,2007,ERROR,41.744479768,-87.573079607,"(41.744479768, -87.573079607)"
+3203166,HK216335,2004-03-02 13:30:00,003XX N OAKLEY BLVD,0810,THEFT,OVER $500,STREET,4568,False,False,1332,12,27,28,06,1160987,1901959,2004,2014-04-12 12:43:35,41.886664822,-87.684269315,"(41.886664822, -87.684269315)"
+1606977,G378687,2001-06-29 10:15:00,0000X W RANDOLPH ST,0560,ASSAULT,SIMPLE,OTHER,3282,False,True,122,NA,NA,NA,08A,1176018,1901322,2001,ERROR,41.884591617,-87.629091254,"(41.884591617, -87.629091254)"
+4840076,HM452107,2006-07-03 13:00:00,040XX W 26TH ST,1210,DECEPTIVE PRACTICE,THEFT OF LABOR/SERVICES,CTA BUS,3532,True,False,1013,10,22,30,11,1150073,1886464,2006,2006-06-07 04:48:17,41.844364255,-87.724751946,"(41.844364255, -87.724751946)"
+2414638,HH721521,2002-10-18 01:45:00,057XX S NEWCASTLE AVE,0560,ASSAULT,SIMPLE,RESIDENCE,4205,True,True,811,NA,23,56,08A,1131678,1865389,2002,ERROR,41.786868643,-87.792746288,"(41.786868643, -87.792746288)"
+9984576,HY173853,2015-03-06 12:20:00,036XX S PAULINA ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,2794,True,True,912,9,11,59,08B,1165657,1880409,2015,ERROR,41.827431448,-87.667733383,"(41.827431448, -87.667733383)"
+4690605,HM294209,2006-04-15 23:30:00,035XX W DIVERSEY AVE,0810,THEFT,OVER $500,VEHICLE NON-COMMERCIAL,4065,False,False,1412,14,35,21,06,1152451,1918432,2006,2014-04-12 12:43:35,41.93204114,-87.715179885,"(41.93204114, -87.715179885)"
+9817517,HX467213,2014-10-14 12:15:00,023XX S MICHIGAN AVE,0560,ASSAULT,SIMPLE,APARTMENT,592,False,False,131,1,2,33,08A,1177532,1889067,2014,ERROR,41.850928923,-87.623903608,"(41.850928923, -87.623903608)"
+4924804,HM540163,2006-08-14 05:20:00,040XX W POTOMAC AVE,0820,THEFT,$500 AND UNDER,VEHICLE NON-COMMERCIAL,295,False,False,2534,25,27,23,06,1149398,1908322,2006,2014-04-12 12:43:35,41.90435821,-87.726662138,"(41.90435821, -87.726662138)"
+5819771,HN629390,2007-10-04 22:30:00,087XX S SAGINAW AVE,0430,BATTERY,AGGRAVATED: OTHER DANG WEAPON,STREET,2737,False,False,423,4,7,46,04B,1195348,1847736,2007,ERROR,41.737091832,-87.559881365,"(41.737091832, -87.559881365)"
+4431290,HL717454,2005-11-05 14:30:00,001XX W LAKE ST,0870,THEFT,POCKET-PICKING,CTA PLATFORM,1953,False,False,113,1,42,32,06,1175460,1901776,2005,ERROR,41.885849966,-87.631126643,"(41.885849966, -87.631126643)"
+3020488,HJ684755,2003-10-10 16:45:00,075XX S MORGAN ST,1811,NARCOTICS,POSS: CANNABIS 30GMS OR LESS,STREET,865,True,False,612,6,17,71,18,1170904,1855024,2003,ERROR,41.75765901,-87.649224054,"(41.75765901, -87.649224054)"
+7534781,HS338561,2010-06-01 17:30:00,015XX N CICERO AVE,0486,BATTERY,DOMESTIC BATTERY SIMPLE,DEPARTMENT STORE,1334,False,True,2533,25,37,25,08B,1144129,1910138,2010,2010-06-06 10:23:35,41.909442134,-87.745971135,"(41.909442134, -87.745971135)"
+8552792,HV228661,2012-04-03 00:00:00,053XX W FOSTER AVE,1720,OFFENSE INVOLVING CHILDREN,CONTRIBUTE DELINQUENCY OF A CHILD,APARTMENT,3251,False,False,1623,16,45,11,20,1139799,1934106,2012,ERROR,41.975292963,-87.761290293,"(41.975292963, -87.761290293)"
+2489010,HH826679,2002-11-30 21:00:00,023XX S LAKE SHORE DR E,0890,THEFT,FROM BUILDING,OTHER,2775,False,False,133,NA,2,33,06,NA,NA,2002,ERROR,NA,NA,
+2690599,HJ311147,2003-04-19 21:46:00,059XX S ADA ST,0486,BATTERY,DOMESTIC BATTERY SIMPLE,APARTMENT,4856,False,True,713,NA,16,67,08B,1168389,1865153,2003,ERROR,41.785508785,-87.658149785,"(41.785508785, -87.658149785)"
+3823642,HL190768,2005-02-19 15:30:00,028XX N MOZART ST,0910,MOTOR VEHICLE THEFT,AUTOMOBILE,STREET,2877,False,False,1411,14,35,21,07,1156853,1918544,2005,ERROR,41.932260245,-87.699000048,"(41.932260245, -87.699000048)"
diff --git a/how-to-use-azureml/work-with-data/dataprep/tutorials/getting-started/getting-started.ipynb b/how-to-use-azureml/work-with-data/dataprep/tutorials/getting-started/getting-started.ipynb
index 23ad7a4c..3881b8d8 100644
--- a/how-to-use-azureml/work-with-data/dataprep/tutorials/getting-started/getting-started.ipynb
+++ b/how-to-use-azureml/work-with-data/dataprep/tutorials/getting-started/getting-started.ipynb
@@ -404,6 +404,13 @@
"* [Sample your data](../../how-to-guides/subsetting-sampling.ipynb)\n",
"* [Reference and link between Dataflows](../../how-to-guides/join.ipynb)"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/how-to-use-azureml/work-with-data/datasets/README.md b/how-to-use-azureml/work-with-data/datasets/README.md
index ad999d19..daa2269d 100644
--- a/how-to-use-azureml/work-with-data/datasets/README.md
+++ b/how-to-use-azureml/work-with-data/datasets/README.md
@@ -152,4 +152,8 @@ For an end-to-end tutorial, you may refer to [Dataset tutorial](datasets-tutoria
- Register the Dataset in your workspace for easy access in training.
- Take snapshots of data to ensure models can be trained with the same data every time.
- Use registered Dataset in your training script.
-- Create and use multiple Dataset definitions to ensure that updates to the definition don't break existing pipelines/scripts.
\ No newline at end of file
+- Create and use multiple Dataset definitions to ensure that updates to the definition don't break existing pipelines/scripts.
+
+
+
+
\ No newline at end of file
diff --git a/how-to-use-azureml/work-with-data/datasets/train-dataset/train.py b/how-to-use-azureml/work-with-data/datasets/train-dataset/train.py
index fb33937f..ab48c02f 100644
--- a/how-to-use-azureml/work-with-data/datasets/train-dataset/train.py
+++ b/how-to-use-azureml/work-with-data/datasets/train-dataset/train.py
@@ -15,22 +15,25 @@ from sklearn.tree import DecisionTreeClassifier
run = Run.get_context()
workspace = run.experiment.workspace
-dataset_name = 'training_data'
+dataset_name = 'clean_Titanic_tutorial'
+
+snapshot_name = 'train_snapshot'
dataset = Dataset.get(workspace=workspace, name=dataset_name)
-dflow = dataset.get_definition()
-dflow_val, dflow_train = dflow.random_split(percentage=0.3)
+df = dataset.get_snapshot(snapshot_name=snapshot_name).to_pandas_dataframe()
-y_df = dflow_train.keep_columns(['HasDetections']).to_pandas_dataframe()
-x_df = dflow_train.drop_columns(['HasDetections']).to_pandas_dataframe()
-y_val = dflow_val.keep_columns(['HasDetections']).to_pandas_dataframe()
-x_val = dflow_val.drop_columns(['HasDetections']).to_pandas_dataframe()
+x_col = ['Pclass', 'Sex', 'SibSp', 'Parch']
+y_col = ['Survived']
+x_df = df.loc[:, x_col]
+y_df = df.loc[:, y_col]
-data = {"train": {"X": x_df, "y": y_df},
+x_train, x_test, y_train, y_test = train_test_split(x_df, y_df, test_size=0.2, random_state=223)
- "validation": {"X": x_val, "y": y_val}}
+data = {"train": {"X": x_train, "y": y_train},
+
+ "test": {"X": x_test, "y": y_test}}
clf = DecisionTreeClassifier().fit(data["train"]["X"], data["train"]["y"])
-print('Accuracy of Decision Tree classifier on training set: {:.2f}'.format(clf.score(x_df, y_df)))
-print('Accuracy of Decision Tree classifier on validation set: {:.2f}'.format(clf.score(x_val, y_val)))
+print('Accuracy of Decision Tree classifier on training set: {:.2f}'.format(clf.score(x_train, y_train)))
+print('Accuracy of Decision Tree classifier on test set: {:.2f}'.format(clf.score(x_test, y_test)))
diff --git a/tutorials/README.md b/tutorials/README.md
index 30c81171..dbcb5c1e 100644
--- a/tutorials/README.md
+++ b/tutorials/README.md
@@ -18,3 +18,5 @@ If you are using an Azure Machine Learning Notebook VM, you are all set. Otherwi
* [Part 2](regression-part2-automated-ml.ipynb): Train a model using Automated Machine Learning.
Also find quickstarts and how-tos on the [official documentation site for Azure Machine Learning service](https://docs.microsoft.com/en-us/azure/machine-learning/service/).
+
+
\ No newline at end of file
diff --git a/tutorials/img-classification-part1-training.ipynb b/tutorials/img-classification-part1-training.ipynb
index f1da462c..d1683604 100644
--- a/tutorials/img-classification-part1-training.ipynb
+++ b/tutorials/img-classification-part1-training.ipynb
@@ -626,6 +626,13 @@
"\n",
"> [Tutorial 2 - Deploy models](img-classification-part2-deploy.ipynb)"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/tutorials/img-classification-part2-deploy.ipynb b/tutorials/img-classification-part2-deploy.ipynb
index a26b9ef1..acb0f951 100644
--- a/tutorials/img-classification-part2-deploy.ipynb
+++ b/tutorials/img-classification-part2-deploy.ipynb
@@ -587,6 +587,13 @@
" \n",
"You can also try out the [regression tutorial](regression-part1-data-prep.ipynb)."
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/tutorials/regression-part1-data-prep.ipynb b/tutorials/regression-part1-data-prep.ipynb
index 9e878b1c..5813cdfc 100644
--- a/tutorials/regression-part1-data-prep.ipynb
+++ b/tutorials/regression-part1-data-prep.ipynb
@@ -599,6 +599,13 @@
"\n",
"> [Tutorial #2: Train regression model](regression-part2-automated-ml.ipynb)"
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {
diff --git a/tutorials/regression-part2-automated-ml.ipynb b/tutorials/regression-part2-automated-ml.ipynb
index ee8ed8ea..10a9d354 100644
--- a/tutorials/regression-part2-automated-ml.ipynb
+++ b/tutorials/regression-part2-automated-ml.ipynb
@@ -25,7 +25,7 @@
"> * Run the model locally with custom parameters\n",
"> * Explore the results\n",
"\n",
- "If you don\u00e2\u20ac\u2122t have an Azure subscription, create a [free account](https://aka.ms/AMLfree) before you begin. \n",
+ "If you do not have an Azure subscription, create a [free account](https://aka.ms/AMLfree) before you begin. \n",
"\n",
"> Code in this article was tested with Azure Machine Learning SDK version 1.0.0\n",
"\n",
@@ -485,7 +485,7 @@
">The resources you created can be used as prerequisites to other Azure Machine Learning service tutorials and how-to articles. \n",
"\n",
"\n",
- "If you don't plan to use the resources you created, delete them, so you don't incur any charges:\n",
+ "If you do not plan to use the resources you created, delete them, so you do not incur any charges:\n",
"\n",
"1. In the Azure portal, select **Resource groups** on the far left.\n",
"\n",
@@ -510,6 +510,13 @@
"\n",
"[Deploy your model](https://docs.microsoft.com/azure/machine-learning/service/tutorial-deploy-models-with-aml) with Azure Machine Learning."
]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ ""
+ ]
}
],
"metadata": {