Total issues: 4,600
Total pull requests: 8,442
Average time to close issues: about 1 year
Average time to close pull requests: 15 days
Total issue authors: 2,650
Total pull request authors: 1,195
Average comments per issue: 4.19
Average comments per pull request: 1.81
Merged pull requests: 5,729
Bot issues: 0
Bot pull requests: 88

Past year issues: 871
Past year pull requests: 2,618
Past year average time to close issues: 17 days
Past year average time to close pull requests: 9 days
Past year issue authors: 626
Past year pull request authors: 468
Past year average comments per issue: 1.77
Past year average comments per pull request: 1.37
Past year merged pull requests: 1,504
Past year bot issues: 0
Past year bot pull requests: 38

Issue Author Associations

• None (2,786, 60.57%)
• Contributor (1,015, 22.07%)
• Member (799, 17.37%)

Pull Request Author Associations

• Contributor (3,746, 44.37%)
• Member (3,156, 37.38%)
• None (1,540, 18.24%)

Top Issue Authors

• jbrockmendel (173)
• jorisvandenbossche (121)
• rhshadrach (88)
• MarcoGorelli (65)
• WillAyd (59)
• Dr-Irv (56)
• mroeschke (52)
• datapythonista (49)
• phofl (46)
• TomAugspurger (41)
• jreback (41)
• lithomas1 (30)
• randolf-scholz (30)
• DeaMariaLeon (26)
• rohanjain101 (23)

Top Pull Request Authors

• mroeschke (729)
• tuhinsharma121 (594)
• meeseeksmachine (499)
• jbrockmendel (490)
• jorisvandenbossche (436)
• phofl (429)
• rhshadrach (306)
• lithomas1 (182)
• natmokval (170)
• WillAyd (160)
• lukemanley (119)
• MarcoGorelli (98)
• jordan-d-murphy (97)
• tqa236 (79)
• datapythonista (74)

All Maintainers

• mroeschke (781)
• jbrockmendel (663)
• jorisvandenbossche (557)
• phofl (475)
• rhshadrach (394)
• WillAyd (219)
• lithomas1 (209)
• MarcoGorelli (163)
• datapythonista (123)
• lukemanley (85)
• DeaMariaLeon (71)
• twoertwein (50)
• Aloqeely (32)
• fangchenli (25)
• simonjayhawkins (16)

Active Maintainers

• jorisvandenbossche (312)
• mroeschke (150)
• rhshadrach (140)
• jbrockmendel (73)
• datapythonista (64)
• WillAyd (64)
• MarcoGorelli (27)
• lithomas1 (22)
• arthurlw (16)
• fangchenli (10)
• loicdiridollou (8)
• simonjayhawkins (6)
• afeld (5)
• snitish (4)
• fjetter (2)

Top Issue Labels

• Bug (2,150)
• Needs Triage (1,424)
• Enhancement (864)
• Docs (483)
• Closing Candidate (302)
• Needs Discussion (297)
• Groupby (227)
• good first issue (210)
• Reshaping (196)
• Performance (194)
• Arrow (189)
• Indexing (175)
• Missing-data (160)
• Needs Info (148)
• Usage Question (143)
• Dtype Conversions (142)
• IO CSV (141)
• Regression (137)
• Deprecate (128)
• Build (120)
• Strings (109)
• MultiIndex (103)
• API Design (100)
• ExtensionArray (98)
• Apply (93)
• IO Excel (89)
• Visualization (84)
• Timeseries (82)
• Error Reporting (81)
• Categorical (76)

Top Pull Request Labels

• Docs (1,977)
• Testing (607)
• Strings (526)
• Stale (475)
• Clean (424)
• CI (401)
• Bug (366)
• Arrow (343)
• Groupby (270)
• Performance (235)
• Build (223)
• Deprecate (210)
• Reshaping (200)
• Dependencies (180)
• Copy / view semantics (156)
• Regression (150)
• Refactor (146)
• Index (145)
• Code Style (137)
• Missing-data (134)
• Enhancement (126)
• Frequency (124)
• IO CSV (120)
• Typing (119)
• Compat (118)
• Apply (111)
• Dtype Conversions (103)
• Indexing (102)
• Visualization (98)
• Web (95)