Total issues: 4,581
Total pull requests: 5,525
Average time to close issues: about 1 year
Average time to close pull requests: 15 days
Total issue authors: 2,621
Total pull request authors: 1,148
Average comments per issue: 5.03
Average comments per pull request: 2.29
Merged pull requests: 4,052
Bot issues: 0
Bot pull requests: 55

Past year issues: 934
Past year pull requests: 1,622
Past year average time to close issues: 24 days
Past year average time to close pull requests: 11 days
Past year issue authors: 683
Past year pull request authors: 501
Past year average comments per issue: 4.06
Past year average comments per pull request: 2.05
Past year merged pull requests: 1,096
Past year bot issues: 0
Past year bot pull requests: 23

Issue Author Associations

• None (2,743, 59.88%)
• Contributor (1,026, 22.40%)
• Member (812, 17.73%)

Pull Request Author Associations

• Contributor (2,583, 46.75%)
• Member (2,251, 40.74%)
• None (691, 12.51%)

Top Issue Authors

• jbrockmendel (174)
• jorisvandenbossche (111)
• rhshadrach (93)
• MarcoGorelli (67)
• WillAyd (63)
• mroeschke (56)
• datapythonista (53)
• Dr-Irv (51)
• phofl (48)
• TomAugspurger (40)
• jreback (35)
• lithomas1 (31)
• randolf-scholz (30)
• DeaMariaLeon (26)
• rohanjain101 (25)

Top Pull Request Authors

• mroeschke (488)
• jbrockmendel (404)
• phofl (369)
• meeseeksmachine (355)
• tuhinsharma121 (318)
• jorisvandenbossche (256)
• rhshadrach (188)
• lithomas1 (140)
• natmokval (123)
• lukemanley (107)
• WillAyd (105)
• MarcoGorelli (65)
• jordan-d-murphy (54)
• DeaMariaLeon (52)
• datapythonista (45)

All Maintainers

• jbrockmendel (578)
• mroeschke (544)
• phofl (417)
• jorisvandenbossche (367)
• rhshadrach (281)
• lithomas1 (170)
• WillAyd (168)
• MarcoGorelli (132)
• datapythonista (98)
• DeaMariaLeon (78)
• lukemanley (64)
• twoertwein (36)
• Aloqeely (22)
• fangchenli (20)
• simonjayhawkins (13)

Active Maintainers

• jorisvandenbossche (195)
• mroeschke (90)
• rhshadrach (76)
• jbrockmendel (59)
• datapythonista (44)
• WillAyd (40)
• MarcoGorelli (21)
• lithomas1 (13)
• arthurlw (9)
• fangchenli (6)
• loicdiridollou (5)
• phofl (5)
• simonjayhawkins (3)
• snitish (3)
• afeld (3)

Top Issue Labels

• Bug (2,143)
• Needs Triage (901)
• Enhancement (843)
• Docs (482)
• Needs Discussion (396)
• Closing Candidate (369)
• Groupby (257)
• Arrow (249)
• good first issue (229)
• Reshaping (222)
• Performance (207)
• Indexing (200)
• Missing-data (187)
• Dtype Conversions (176)
• Needs Info (175)
• IO CSV (168)
• Regression (166)
• Usage Question (150)
• Deprecate (146)
• Build (136)
• Strings (119)
• Apply (117)
• MultiIndex (114)
• API Design (111)
• ExtensionArray (105)
• IO Excel (101)
• Visualization (95)
• Timeseries (88)
• Categorical (86)
• Error Reporting (85)

Top Pull Request Labels

• Docs (1,298)
• Testing (437)
• Stale (351)
• Strings (345)
• Arrow (293)
• Clean (278)
• CI (275)
• Bug (262)
• Groupby (187)
• Deprecate (177)
• Performance (169)
• Reshaping (156)
• Build (154)
• Copy / view semantics (123)
• Dependencies (117)
• Refactor (111)
• Regression (111)
• Missing-data (99)
• Frequency (94)
• Code Style (92)
• Typing (91)
• Index (89)
• IO CSV (88)
• Enhancement (88)
• Compat (82)
• Dtype Conversions (82)
• Indexing (80)
• Apply (77)
• ExtensionArray (75)
• Internals (73)