About End-to-end Python solution for urban transportation analytics with ETL, custom Merge Sort, data visualization, and Folium-based geospatial insights.

scripts/ ├── scraper.py # Multi-ATS scraper with parallel fetching ├── merge_data.py # Deduplicates and prunes stale jobs (>30 days) ├── geolocation.py # Location lookup/enrichment for the heatmap └── ...

This study from Suganthan reveals hidden fields in ChatGPT's network traffic that decide which sources get fetched, cited, or ...

pandas is the premier library for data analysis in Python. Here are some advanced things I like to do with pandas DataFrames to take my analysis to the next level. Change the index of a DataFrame On a ...

Modern business intelligence demands speed, and utilizing AI tools for Excel is the ultimate way to hyper-charge your data workflows this year.

Burnham says he'll stick to the manifesto - but that there is 'room for movement on tax' Andy Burnham says he'll "stick by" Labour's 2024 general election manifesto "and the promises that it made".