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Introduction

• 01-intro.mov

Bonus Materials

• pandas-metasnake-cheatsheet.pdf

• Pandas Exercises.ipynb

• ep-cheats.zip

Installation

• Pandas Overview.ipynb

• 02-install.mov

Jupyter

• 03-jupyter.mov

• ex-01-jup.mov

Teaser Overview

• 04-teaser.mov

Loading Data

• 05-loading-data.mov

• ex-02-load.mov

Exploring Data

• 06-view.mov

• ex-03-inspect.mov

Tweaking Data

• 07-tweak.mov

• ex-04-tweak.mov

Statistics

• 08-stats.mov

• ex-05-stats.mov

Visualization

• 09-plotting.mov

• ex-06-plotting.mov

Filtering Data

• 10-filter.mov

• ex-07-filter.mov

Filtering with .loc

• 11-loc.mov

• ex-08-loc.mov

Filtering with .iloc

• 12-iloc.mov

• ex-09-iloc.mov

Dealing with Missing Data

• 13-missing.mov

• ex-10-missing.mov

Pivoting and Grouping

• 14-grouping.mov

• ex-11-grouping.mov

Joining and Merging Data

• ex-12-joining.mov

• 15-join.mov

• 2004-PM2.5.csv