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

Products
Course
Section

Loading 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

This section walks through loading data from CSV, Excel, or databases.

2 Lessons

05-loading-data.mov

ex-02-load.mov