Data Analytics

Python's data science stack pandas, numpy, matplotlib, and scipy.

Files

File	Library	Topics
pandas_cheatsheet.py	pandas	DataFrame ops, filtering, groupby, merge, pivot, I/O
numpy_basics.py	numpy	Arrays, broadcasting, linear algebra, random
matplotlib_plots.py	matplotlib	Line, bar, scatter, subplots, styling, saving
scipy_stats.py	scipy	Distributions, hypothesis testing, curve fitting

Path

data-analytics/
├── matplotlib_plots.py
├── numpy_basics.py
├── pandas_cheatsheet.py
├── requirements.txt
└── scipy_stats.py

Setup

cd data-analytics
pip install -r requirements.txt  # pandas, numpy, matplotlib, scipy
python pandas_cheatsheet.py

Dependencies

See data-analytics/requirements.txt for pinned versions of pandas, numpy, matplotlib, and scipy.