Total issues: 4,711
Total pull requests: 8,659
Average time to close issues: about 1 year
Average time to close pull requests: 15 days
Total issue authors: 2,689
Total pull request authors: 1,277
Average comments per issue: 4.25
Average comments per pull request: 1.8
Merged pull requests: 5,796
Bot issues: 0
Bot pull requests: 91

Past year issues: 800
Past year pull requests: 2,468
Past year average time to close issues: 20 days
Past year average time to close pull requests: 10 days
Past year issue authors: 562
Past year pull request authors: 504
Past year average comments per issue: 1.93
Past year average comments per pull request: 1.4
Past year merged pull requests: 1,345
Past year bot issues: 0
Past year bot pull requests: 34

Issue Author Associations

• None (2,831, 60.09%)
• Contributor (1,043, 22.14%)
• Member (837, 17.77%)

Pull Request Author Associations

• Contributor (3,809, 43.99%)
• Member (3,213, 37.11%)
• None (1,636, 18.89%)
• Owner (1, 0.01%)

Top Issue Authors

• jbrockmendel (189)
• jorisvandenbossche (128)
• rhshadrach (89)
• MarcoGorelli (70)
• WillAyd (61)
• Dr-Irv (60)
• mroeschke (56)
• datapythonista (49)
• phofl (46)
• jreback (44)
• TomAugspurger (44)
• randolf-scholz (30)
• lithomas1 (30)
• DeaMariaLeon (26)
• rohanjain101 (23)

Top Pull Request Authors

• mroeschke (733)
• tuhinsharma121 (592)
• jbrockmendel (515)
• meeseeksmachine (506)
• jorisvandenbossche (458)
• phofl (429)
• rhshadrach (308)
• lithomas1 (182)
• natmokval (170)
• WillAyd (160)
• lukemanley (119)
• jordan-d-murphy (97)
• MarcoGorelli (97)
• tqa236 (79)
• Aloqeely (74)

All Maintainers

• mroeschke (789)
• jbrockmendel (704)
• jorisvandenbossche (586)
• phofl (475)
• rhshadrach (397)
• WillAyd (221)
• lithomas1 (209)
• MarcoGorelli (167)
• datapythonista (123)
• lukemanley (85)
• DeaMariaLeon (71)
• twoertwein (50)
• Aloqeely (32)
• fangchenli (25)
• simonjayhawkins (20)

Active Maintainers

• jorisvandenbossche (298)
• mroeschke (147)
• rhshadrach (134)
• jbrockmendel (101)
• datapythonista (64)
• WillAyd (62)
• MarcoGorelli (29)
• arthurlw (17)
• fangchenli (10)
• simonjayhawkins (9)
• loicdiridollou (8)
• afeld (7)
• lithomas1 (5)
• snitish (3)
• fjetter (2)

Top Issue Labels

• Bug (2,207)
• Needs Triage (1,429)
• Enhancement (882)
• Docs (496)
• Closing Candidate (312)
• Needs Discussion (309)
• Groupby (231)
• good first issue (227)
• Reshaping (205)
• Performance (197)
• Arrow (196)
• Indexing (182)
• Missing-data (167)
• Dtype Conversions (151)
• Needs Info (150)
• IO CSV (143)
• Usage Question (142)
• Regression (141)
• Deprecate (133)
• Build (120)
• Strings (114)
• ExtensionArray (107)
• MultiIndex (105)
• API Design (105)
• Apply (96)
• IO Excel (90)
• Error Reporting (86)
• Visualization (84)
• Needs Tests (82)
• Timeseries (80)

Top Pull Request Labels

• Docs (1,988)
• Testing (622)
• Strings (542)
• Stale (506)
• Clean (427)
• CI (403)
• Bug (386)
• Arrow (355)
• Groupby (270)
• Performance (235)
• Build (225)
• Deprecate (214)
• Reshaping (202)
• Dependencies (183)
• Copy / view semantics (156)
• Regression (150)
• Refactor (147)
• Code Style (145)
• Index (145)
• Missing-data (136)
• Enhancement (129)
• Frequency (125)
• Typing (125)
• IO CSV (121)
• Compat (118)
• Apply (113)
• Indexing (105)
• Dtype Conversions (105)
• Visualization (99)
• Web (95)