mkcor/advanced-pandas

Pandas is a powerful tool for data exploration and analysis (including timeseries).

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