pandas-dev/pandas
- Total stars
- 50,544
- Today
- +0since 00:05 UTC
More actions
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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About the project
pandas is a Python library providing labeled data structures (Series, DataFrame) for fast, flexible manipulation and analysis of relational or labeled data, including missing-data handling, alignment, grouping, merging, reshaping, and time-series support.
Useful for
- Load a CSV or Excel file into a DataFrame and filter rows by conditions
- Group data by a column and compute aggregates with split-apply-combine
- Resample and shift time series to compute moving-window statistics
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of November 9, 2026, 01:38 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-11-09 (UTC), 00:05–01:31: 50545 → 50544 stars (-1). This is the change over that interval.
- Estimated end-of-day forecast: about +17 stars, using observed gains and the previous day.
- About 7 forks a day — people are taking the code.
Measured growth: the last 7 completed days
New stars over 7 days: 285. +206% versus the preceding 7 days.
Daily measurements · UTC
- November 2, 2026
- 22
- November 3, 2026
- 17
- November 4, 2026
- 18
- November 5, 2026
- 49
- November 6, 2026
- 141
- November 7, 2026
- 18
- November 8, 2026
- 20
Largest measured day in the last 30 days: 141 · November 6, 2026. Days with data: 30.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 9, 2026, 01:37 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 50,544
- Today
- +0 stars measured 2026-11-09, 00:05–01:31 UTC, ≈ 17 by evening
- Forks
- 20,732
- Issues and pull requests
- 68,531
- Watchers
- 1,149
- Language
- Python
- License
- BSD-3-Clause
- Latest release
- v3.1.1 · November 4, 2026
- Created
- August 24, 2010
- Last push
- November 9, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- November 7, 2026GitHub Trending Python today: #9, +194 stars
- November 6, 2026GitHub Trending Python today: #9, +157 stars
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/pandas-dev/pandas)