Introduction to pandas

This repository is filled with IPython Notebooks that explore the pandas library.

Installation

To run these notebooks locally, you'll need to be able to run Jupyter Notebooks.

We recommend using Miniconda.

conda create --name treehouse-pandas --file requirements.txt
conda activate treehouse-pandas
jupyter notebook

The notebooks are meant to be followed in order and are prefixed with stages and notebook names.

For instance, the prefix s1n01- refers for Stage 1, Notebook 1.

There are several optional challenges that throughout the course, ensure you choose Restart and Run the entire notebook to see the proper results.

Thanks for hanging out and please keep me posted on your journey! 🚀

Name		Name	Last commit message	Last commit date
Latest commit History 109 Commits
binder		binder
data		data
tests		tests
.gitignore		.gitignore
README.md		README.md
requirements.txt		requirements.txt
s1n01-creating-a-series.ipynb		s1n01-creating-a-series.ipynb
s1n02-accessing-a-series.ipynb		s1n02-accessing-a-series.ipynb
s1n03-vectorization-and-broadcasting.ipynb		s1n03-vectorization-and-broadcasting.ipynb
s1n04-creating-a-dataframe.ipynb		s1n04-creating-a-dataframe.ipynb
s1n05-accessing-a-dataframe.ipynb		s1n05-accessing-a-dataframe.ipynb
s2n01-exploration-methods.ipynb		s2n01-exploration-methods.ipynb
s2n02-selecting-data.ipynb		s2n02-selecting-data.ipynb
s2n03-challenge1-top-referrers.ipynb		s2n03-challenge1-top-referrers.ipynb
s2n04-manipulation-techniques.ipynb		s2n04-manipulation-techniques.ipynb
s2n05-challenge2-update-user.ipynb		s2n05-challenge2-update-user.ipynb
s2n06-combining-dataframes.ipynb		s2n06-combining-dataframes.ipynb
s2n07-handling-missing-and-duplicated-data.ipynb		s2n07-handling-missing-and-duplicated-data.ipynb
s2n08-manipulating-text.ipynb		s2n08-manipulating-text.ipynb
s2n09-challenge3-verified-email-list.ipynb		s2n09-challenge3-verified-email-list.ipynb
s2n10-grouping.ipynb		s2n10-grouping.ipynb
th-mark-clip.sh		th-mark-clip.sh
th-script-snippet.html		th-script-snippet.html
utils.py		utils.py