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Blazingly fast DataFrames for Ruby

active 2024-05-262026-08-10 (UTC)

Partial coverage20,505 / 26,261 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-13 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
1.3K
Pushes
966
Pull requests
10
Issues
48
Stars
118
Forks
5

Activity over time

Daily event counts in the loaded window

Line chart, 807 days from 2024-05-26 to 2026-08-10. Pushes: 966 total, peak 50 in a day. Pull requests: 10 total, peak 2 in a day. Issues: 48 total, peak 7 in a day. Comments: 71 total, peak 13 in a day. Stars: 118 total, peak 6 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
ankane1K965643
DeflateAwning200012
dmartinezgamboa6002
jeromepl5014
bryanterichardson5003
gsinclair3001
scart882002
larouxn2001
ksr-132002
ibrykov-mdsol2000
wtn1000
suaron1000
catkins1001
nicks5151000
davidmh1010
aburkard1010
topofocus1000
ausangshukla1000
brookeangel1000

Recent activity

Latest issues, pull requests and releases

  • Issue comment#131ankane2026-04-25 20:46
    Support for non-UTC time zones in datetime conversion
  • Issue comment#131ankane2026-04-25 20:39
    Support for non-UTC time zones in datetime conversion
  • Pull request#128davidmh2026-03-23 18:40
  • Issue#126nicks5152026-01-30 14:01
    How can I specify the schema of multi dimension arrays?
  • Issue comment#125ankane2025-11-21 01:51
    `read_csv` can make incorrect assumptions about columns when column count matches `dtypes` size
  • Issue#125ankane2025-11-21 01:51
    `read_csv` can make incorrect assumptions about columns when column count matches `dtypes` size
  • Issue#125brookeangel2025-11-20 23:30
    `read_csv` can make incorrect assumptions about columns when column count matches `dtypes` size
  • Issue#123wtn2025-11-08 18:17
    Memory exhaustion copying large Parquet files
  • Issue#119ankane2025-08-24 04:18
    GLIBC_2.29 symbols in polars.so on CentOS8 Stream
  • Issue comment#118ankane2025-08-05 19:37
    Add drop_nans method to DataFrame and LazyFrame
  • Pull request#118ankane2025-08-05 19:37
  • Issue comment#117ankane2025-08-05 18:54
    Fix drop_nulls not passing a Selector type as subset argument
  • Pull request#117ankane2025-08-05 18:36
  • Issue comment#118jeromepl2025-08-05 13:33
    Add drop_nans method to DataFrame and LazyFrame
  • Issue comment#117jeromepl2025-08-05 13:33
    Fix drop_nulls not passing a Selector type as subset argument
  • Issue comment#117jeromepl2025-08-04 23:25
    Fix drop_nulls not passing a Selector type as subset argument
  • Issue comment#117ankane2025-08-04 23:23
    Fix drop_nulls not passing a Selector type as subset argument
  • Issue comment#118ankane2025-08-04 23:15
    Add drop_nans method to DataFrame and LazyFrame
  • Issue comment#117ankane2025-08-04 23:15
    Fix drop_nulls not passing a Selector type as subset argument
  • Pull request#116ankane2025-07-22 20:39
  • Issue#115Antti2025-07-21 09:39
    Add `set_intersection`, `set_difference`, `set_symmetric_difference`, `set_union` to Polars::ListExpr
  • Issue#112ankane2025-07-07 17:33
    Catalog Support
  • Pull request#114ankane2025-07-07 17:33
  • Issue comment#113ankane2025-07-05 14:53
    Add `extra_columns` option to `#scan_parquet`
  • Issue comment#106ankane2025-04-14 02:52
    What is the timeline for 0.17.1 release?

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 118 stars here means stars gained during the window, not the repo's star count.