malminhas / data-analytics

Various resources capturing learnings and tips from working with pandas and polars

data-analytics

Introduction

This repository contains a number of Python data analyis playbooks using a combination of pandas, polars, jupyterlab and matplotlib:

• pandas basics playbook - covering pandas objects, indexing and selection, basic plotting, groupby and pivot.
• pandas date and time playbook - covering datetime column features and time series plotting.
• Effective Pandas playbook - summary of key learnings from the Matt Harrison book.
• polars playbook - intro tour of polars.

Installation

Install as follows:

$ pip install -r requirements.txt