Total issues: 4,644
Total pull requests: 8,556
Average time to close issues: about 1 year
Average time to close pull requests: 15 days
Total issue authors: 2,669
Total pull request authors: 1,238
Average comments per issue: 4.18
Average comments per pull request: 1.79
Merged pull requests: 5,772
Bot issues: 0
Bot pull requests: 90

Past year issues: 839
Past year pull requests: 2,534
Past year average time to close issues: 18 days
Past year average time to close pull requests: 9 days
Past year issue authors: 597
Past year pull request authors: 493
Past year average comments per issue: 1.74
Past year average comments per pull request: 1.36
Past year merged pull requests: 1,416
Past year bot issues: 0
Past year bot pull requests: 38

Issue Author Associations

• None (2,808, 60.47%)
• Contributor (1,020, 21.96%)
• Member (816, 17.57%)

Pull Request Author Associations

• Contributor (3,766, 44.02%)
• Member (3,199, 37.39%)
• None (1,590, 18.58%)
• Owner (1, 0.01%)

Top Issue Authors

• jbrockmendel (183)
• jorisvandenbossche (122)
• rhshadrach (89)
• MarcoGorelli (67)
• WillAyd (59)
• Dr-Irv (57)
• mroeschke (53)
• datapythonista (49)
• phofl (46)
• jreback (42)
• TomAugspurger (41)
• lithomas1 (30)
• randolf-scholz (30)
• DeaMariaLeon (26)
• rohanjain101 (23)

Top Pull Request Authors

• mroeschke (733)
• tuhinsharma121 (592)
• meeseeksmachine (506)
• jbrockmendel (504)
• jorisvandenbossche (457)
• phofl (429)
• rhshadrach (307)
• lithomas1 (182)
• natmokval (170)
• WillAyd (160)
• lukemanley (119)
• jordan-d-murphy (97)
• MarcoGorelli (97)
• tqa236 (79)
• Aloqeely (74)

All Maintainers

• mroeschke (786)
• jbrockmendel (687)
• jorisvandenbossche (579)
• phofl (475)
• rhshadrach (396)
• WillAyd (219)
• lithomas1 (209)
• MarcoGorelli (164)
• datapythonista (123)
• lukemanley (85)
• DeaMariaLeon (71)
• twoertwein (50)
• Aloqeely (32)
• fangchenli (25)
• simonjayhawkins (19)

Active Maintainers

• jorisvandenbossche (308)
• mroeschke (147)
• rhshadrach (138)
• jbrockmendel (89)
• datapythonista (64)
• WillAyd (62)
• MarcoGorelli (28)
• arthurlw (17)
• fangchenli (10)
• simonjayhawkins (9)
• loicdiridollou (8)
• afeld (7)
• lithomas1 (5)
• snitish (4)
• fjetter (2)

Top Issue Labels

• Bug (2,173)
• Needs Triage (1,442)
• Enhancement (867)
• Docs (487)
• Closing Candidate (303)
• Needs Discussion (302)
• Groupby (229)
• good first issue (215)
• Reshaping (198)
• Performance (196)
• Arrow (191)
• Indexing (177)
• Missing-data (161)
• Needs Info (149)
• Usage Question (143)
• Dtype Conversions (143)
• IO CSV (142)
• Regression (138)
• Deprecate (129)
• Build (120)
• Strings (110)
• MultiIndex (103)
• API Design (100)
• ExtensionArray (100)
• Apply (95)
• IO Excel (89)
• Visualization (84)
• Timeseries (81)
• Error Reporting (81)
• Testing (77)

Top Pull Request Labels

• Docs (1,982)
• Testing (611)
• Strings (541)
• Stale (479)
• Clean (427)
• CI (404)
• Bug (373)
• Arrow (350)
• Groupby (269)
• Performance (235)
• Build (225)
• Deprecate (213)
• Reshaping (201)
• Dependencies (183)
• Copy / view semantics (156)
• Regression (150)
• Refactor (147)
• Index (145)
• Code Style (138)
• Missing-data (135)
• Enhancement (128)
• Typing (125)
• Frequency (124)
• IO CSV (120)
• Compat (118)
• Apply (112)
• Indexing (104)
• Dtype Conversions (103)
• Visualization (99)
• Web (95)