Python · Apache-2.0
ibis-project/ibis
the portable Python dataframe library
★ 6.7k
Stars
786 forks · 555 open issues
+1.6/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
46.7
Momentum / 100
see the breakdown below
11y ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 7.9 | +1.6/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 12.9 | last week ran 1.86× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 11.1 | 6.7k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 46.7 | sum of the above |
Detail
| Topics | bigqueryclickhousedatabasedatafusionduckdbimpalamssqlmysqlpandaspolarspostgresqlpyarrowpysparkpythonsnowflakesqlsqlitetrino |
| Matched on | Data (duckdb) |
| Short window | +11 stars over 7 days = 1.6/day |
| Long window | +22 stars over 26 days = 0.8/day |
| Lifetime average | 1.59 stars/day over 4,220 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |