Advanced data analysis techniques with Pandas

https://python.g-node.org Summer School 2017

Setup

$ conda env create -f environment.yml
$ source activate advanced-pandas
$ jupyter notebook

Outline

Pandas objects

Data exploration

Timeseries operations

Multi-indexing

Testing (defensive programming)

SQL-type operations

References

Python Data Science Handbook by Jake VanderPlas
Tidy data by Hadley Wickham
Feather format, for sharing datasets by Wes McKinney