Since the file is a .rar archive, you must extract it before feature engineering:
Other studies use 52,267 Points of Interest (POIs) to evaluate street vitality. 2. Suggested Features to Generate
Some datasets with exactly 52,267 data points are used for lightning and thunderstorm prediction .