Automated Report Generation with Python: Implementation in 50 Lines Including Excel Output

Are you picking up weekly figures from a CSV and pasting them into an Excel report of the same format?In this article, we will build a small report generator that reads a CSV, aggregates the data, and ...

I Automated 100,000 Rows of Excel Work Using AI and Python

In my previous notes, I have written about my graduate research and how I engage with AI. I have experienced automation through programming during my research, and this story is about the first time I ...
KDnuggets

3 Polars Tricks for High-Performance Data Manipulation

Almost every slow Polars script lacks in terms of one of these two: its expression engine written and executing in Rust across every core at its disposal, and its query optimizer that rewrites your ...
Bureau of Meteorology

Climate classification maps

These Australian climate classification maps and data are based on vegetation types, rainfall, and temperature and humidity. Select years, to see changes since 1951. Temperature and humidity maps are ...