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freeCodeCamp/curriculum/challenges/english/08-data-analysis-with-python/data-analysis-with-python-course/pandas-creating-columns.md
Muhammed Mustafa 3e3da4ec0f fix(curriculum): standardize links in curriculum (#46564)
* fix(curriculum): standradize links in curriculum

* Data analiysis links

* CIP links

* fixed links in s-expressions

* Update curriculum/challenges/english/01-responsive-web-design/basic-css/use-hex-code-for-specific-colors.md

Co-authored-by: Ilenia <nethleen@gmail.com>

* added space before target attribute

* standarize external and .rock example links

* wrap "check out the projects" around the links

Co-authored-by: Ilenia <nethleen@gmail.com>
2022-06-26 11:13:38 -05:00

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---
id: 5e9a093a74c4063ca6f7c15c
title: Pandas Creating Columns
challengeType: 11
videoId: _sSo2XZoB3E
bilibiliIds:
aid: 975568901
bvid: BV1b44y1b7Cg
cid: 409018052
dashedName: pandas-creating-columns
---
# --description--
*Instead of using notebooks.ai like it shows in the video, you can use Google Colab instead.*
More resources:
- <a href="https://github.com/ine-rmotr-curriculum/freecodecamp-intro-to-pandas" target="_blank" rel="noopener noreferrer nofollow">Notebooks on GitHub</a>
- <a href="https://colab.research.google.com/github/googlecolab/colabtools/blob/master/notebooks/colab-github-demo.ipynb" target="_blank" rel="noopener noreferrer nofollow">How to open Notebooks from GitHub using Google Colab.</a>
# --question--
## --text--
What code would add a "Certificates per month" column to the `certificates_earned` DataFrame like the one below?
<pre> Certificates Time (in months) Certificates per month
Tom 8 16 0.50
Kris 2 5 0.40
Ahmad 5 9 0.56
Beau 6 12 0.50</pre>
## --answers--
```py
certificates_earned['Certificates'] /
certificates_earned['Time (in months)']
```
---
```py
certificates_earned['Certificates per month'] = round(
certificates_earned['Certificates'] /
certificates_earned['Time (in months)']
)
```
---
```py
certificates_earned['Certificates per month'] = round(
certificates_earned['Certificates'] /
certificates_earned['Time (in months)'], 2
)
```
## --video-solution--
3