Pandas indexing becomes much easier to understand through a world population DataFrame that demonstrates how to replace the default numeric index, search rows, reset indexes, and build a MultiIndex.
A production-style ETL and analytics pipeline for application log files: parses raw .log files with regex, loads them into a normalized PostgreSQL schema with automatic de-duplication, and produces ...