Python · BSD-3-Clause
Paradigmllc/gspread-pandas
Read and write Google Sheets as pandas DataFrames — column-matched appends, real dtypes, and layout detection for sheets that don't start at A1.
★ 414
Stars
56 forks · 5 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
15.6
Momentum / 100
see the breakdown below
10y ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | flat, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 8.0 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 7.6 | 414 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 15.6 | sum of the above |
Detail
| Topics | datadata-analyticsdata-engineeringdata-sciencedataframedataframesetlgooglegoogle-sheetsgoogle-spreadsheetsgspreadpandaspythonsheetsspreadsheet |
| Matched on | Data (etl) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +0 stars over 26 days = 0.0/day |
| Lifetime average | 0.11 stars/day over 3,676 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |