Effective Pandas - Standard
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Learn more
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
Products
Course
Section
Exploring Data
Exploring Data
Effective Pandas - Standard
Buy now
Learn more
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
You will need to inspect your data after you load it. This section walks you through common steps.
2 Lessons
06-view.mov
ex-03-inspect.mov