https://datatweets.com/tags/numpy/Recent content in Numpy on DATATWEETSHugoenCopyright (c) 2025 DatatweetsFri, 03 Jul 2026 00:00:00 +0000https://datatweets.com/blog/python-descriptive-statistics/Fri, 03 Jul 2026 00:00:00 +0000https://datatweets.com/blog/python-descriptive-statistics/A practical walkthrough of descriptive statistics in Python: measures of center, measures of spread, and percentiles, computed with pandas and NumPy on a real restaurant tipping dataset.https://datatweets.com/blog/python-libraries-for-data-cleaning/Fri, 03 Jul 2026 00:00:00 +0000https://datatweets.com/blog/python-libraries-for-data-cleaning/pandas covers most data-cleaning jobs, but not all of them. This guide surveys three libraries worth keeping in your toolbox — numpy for vectorized numeric fixes, re for pattern-based text cleaning, and rapidfuzz for catching near-duplicate rows exact matching can’t see — each demonstrated on one small, reproducible dataset.