How the scverse community and its packages are doing. The numbers cover the core packages and the scverse GitHub organisation, and are refreshed twice a week by scverse/stats.

Updated

61.1M downloads of the core packages, all time 110,135 a day on average over the last 30 days
10,480 citations of scverse papers

Community

1,410 Zulip members 1,213 Bluesky followers 383 code contributors 72 GitHub organisation members 24 core team members

Packages and code

118 ecosystem packages 12 core repositories 7,965 GitHub stars
2,043 pull requests in the last year
9,395 pull requests closed, all time
1,152 issues open
6,071 issues closed

Top contributors

353 people have contributed code to the core packages, ranked here by number of commits.

  1. Adam Gayoso 2,068
  2. Alex Wolf 1,595
  3. Philipp A. 1,088
  4. Gregor Sturm 1,042
  5. Danila 937
  6. Isaac Virshup 934
  7. Pau Badia i Mompel 897
  8. Lukas Heumos 711
  9. LucaMarconato 683
  10. Severin Dicks 635
  11. Kai Zhang 533
  12. Galen Xing 478
  13. Giovanni Palla 407
  14. Martin Kim 336
  15. Ilan Gold 275
  16. michalk8 262
  17. Fidel Ramirez 256
  18. Sergei Rybakov 252
  19. ilia-kats 218
  20. Ori Kronfeld 211
  21. Romain Lopez 167
  22. Eddie 161
  23. Pierre Boyeau 141
  24. LLehner 115
Show the other 329 contributors
  1. Gökçen Eraslan 97
  2. Jeffrey Regier 97
  3. Lilly May 79
  4. Wouter-Michiel Vierdag 76
  5. Justin Hong 75
  6. Denes T 68
  7. Xinyue Zhang (John) 62
  8. szabogtamas 61
  9. talashuach 54
  10. Vitalii Kleshchevnikov 53
  11. Tim Treis 52
  12. Maxime Langevin 52
  13. Selman Özleyen 47
  14. Kevin Yamauchi 45
  15. David S. Fischer 45
  16. Awni Mousa 44
  17. Hannah Spitzer 43
  18. Yining Liu 40
  19. Gabriel Misrachi 34
  20. Valeh Valiollah Pour Amiri 33
  21. Can Ergen 30
  22. Max Frank 27
  23. chenlingantelope 27
  24. Achille Nazaret 26
  25. Volker Bergen 24
  26. Francesco G. Brundu 24
  27. Valentine Svensson 23
  28. Lumberbot (aka Jack) 21
  29. njbernstein 20
  30. jules-samaran 20
  31. antschum 20
  32. Xichen Wu 20
  33. Michael Jayasuriya 19
  34. Eljas Roellin 18
  35. Andrés Muñoz-Rojas 18
  36. Olle Holmberg 18
  37. Yuan Tian 17
  38. Zewen Kelvin Tuong 16
  39. Kathy Wu 16
  40. Robrecht Cannoodt 15
  41. Quentin Blampey 15
  42. Altana Namsaraeva 15
  43. Tobias Callies 15
  44. Anna Schaar 14
  45. Attila Gabor 14
  46. demian1 14
  47. Tom White 13
  48. Scott Gigante 13
  49. Stefan Peidli 12
  50. Johannes Ostner 12
  51. Philipp Weiler 11
  52. Jonathan Manning 11
  53. Krzysztof Polanski 11
  54. Davide Cittaro 10
  55. Fabian Rost 10
  56. Mikaela Koutrouli 9
  57. Mark Keller 8
  58. aeisenbarth 8
  59. felixpetschko 8
  60. Songpeng Zu 8
  61. Arne Defauw 7
  62. Jura Pintar 7
  63. Stephen Fleming 6
  64. LiudengZhang 6
  65. Britta Velten 6
  66. Marius Lange 6
  67. LouisK92 6
  68. Leon Hetzel 6
  69. SabrinaRichter 6
  70. Nic-Nic 6
  71. Ryan Williams 5
  72. Miles Smith 5
  73. simonwm 5
  74. Joshua Orvis 5
  75. MalteDLuecken 5
  76. Chris Kang 5
  77. Luke Zappia 5
  78. Ron Fechtner 5
  79. Dinesh Palli 5
  80. Alexander Becker 5
  81. marianogabitto 5
  82. Ethan Weinberger 5
  83. Marcel Schilling 5
  84. Sophia Müller-Dott 5
  85. Matt Weiden 4
  86. Dominik J. Otto 4
  87. Jesko Wagner 4
  88. Chris Rands 4
  89. Michaela Müller 4
  90. Benjamin Rombaut 4
  91. Maximilian Haeussler 4
  92. Emmanuel Ferdman 4
  93. Ignacio L. Ibarra 4
  94. David Kelley 4
  95. Rohan Koodli 4
  96. Eduardo da Veiga Beltrame 4
  97. Raphael-Gronauer 4
  98. Emma Dann 4
  99. Tessa Green 4
  100. Huidong Chen 3
  101. Joshua Gould 3
  102. amalia-k510 3
  103. Rodrigo Goya 3
  104. Mohammad Mirkazemi 3
  105. Marius van den Beek 3
  106. Edward S. Ricemeyer 3
  107. Félix Raimundo 3
  108. James Webber 3
  109. LouisFaure 3
  110. Malte Kuehl 3
  111. Akash Pandit 3
  112. Casey Greene 3
  113. Oscar Clivio 3
  114. William Yang 3
  115. Mario Kanetscheider 3
  116. Nicholas Mei 3
  117. Till Korten 3
  118. MingzeDong 3
  119. yugeji 3
  120. James Haberberger 3
  121. Aurelien Dugourd 3
  122. Zach McKenzie 2
  123. Sri Varra 2
  124. Amit Kumar 2
  125. Isaac E. 2
  126. Jeongbin Park 2
  127. Sonja-Stockhaus 2
  128. Yossi Farjoun 2
  129. Maxim Zaslavsky 2
  130. MLubetzki 2
  131. Avantika Lal 2
  132. rwbaber 2
  133. Sam Wolock 2
  134. Bérénice Batut 2
  135. Clarence Mah 2
  136. Rory Kirchner 2
  137. Brian 2
  138. fionahamey 2
  139. Iwo Kucinski 2
  140. Jan Lause 2
  141. Lisa Sikkema 2
  142. LucaSC 2
  143. Stephen Williams 2
  144. Swastik Mishra 2
  145. Maren Büttner 2
  146. Marco 2
  147. Francesca Drummer 2
  148. Chaichontat Sriworarat 2
  149. Jamie Morton 2
  150. ricomnl 2
  151. Nathan Levy 2
  152. Laura Martens 2
  153. Szabolcs Horvát 2
  154. Florian Friesenegger 2
  155. yingyuan830 2
  156. Amir Ali Moinfar 2
  157. XinmingTu 2
  158. Elias Kahl 2
  159. Deep Patel 2
  160. AleTL 2
  161. Siddharth Tomar 2
  162. Yaroslav Halchenko 1
  163. Tobias Sargeant 1
  164. Roman Hillje 1
  165. Rahul Shrestha 1
  166. Olga Botvinnik 1
  167. Sylvia Michki 1
  168. Justin Kiggins, PhD 1
  169. Gábor Szabó 1
  170. Etienne JODRY 1
  171. Daniel Burkhardt 1
  172. André F. Rendeiro 1
  173. Alexander Lenail 1
  174. jonas2612 1
  175. Tong LI 1
  176. Pariksheet Nanda 1
  177. Nick ODell 1
  178. Max Hargreaves 1
  179. Marvin Albert 1
  180. Martin Helm 1
  181. Jan Lukas Rinker 1
  182. Grzegorz Bokota 1
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  184. Elyas Heidari 1
  185. Dylan Lam 1
  186. Clemens Weiss 1
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  188. Senbai Kang 1
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  193. Umang Varma 1
  194. Vishnu 1
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  198. Sebastian Lobentanzer 1
  199. Rohan Disa 1
  200. Rachel Ng 1
  201. Qiang Gong 1
  202. Patrick Kunzmann 1
  203. PGmajev 1
  204. Noam Teyssier 1
  205. Nick Markov 1
  206. snigdhaAgarwal 1
  207. smautner 1
  208. paul fisher 1
  209. pati-ni 1
  210. nicolasrochette 1
  211. nbjustice 1
  212. kaushal 1
  213. haoyu-haoyu 1
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  215. farhadmd7 1
  216. etlioglu 1
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  228. Gustavo Jeuken 1
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  230. Gert Hulselmans 1
  231. George Wu 1
  232. Genevieve Buckley 1
  233. Ernest Provo 1
  234. Ekin Kahraman 1
  235. Ehsan Amid 1
  236. Dries Schaumont 1
  237. Dina Kazemi 1
  238. David Brann 1
  239. Daniel Strobl 1
  240. Damin Kühn 1
  241. Corey J. Nolet 1
  242. Benedikt Reiz 1
  243. Ashish Patel 1
  244. Arian Amani 1
  245. Amin Alam 1
  246. Alex M. Ascensión 1
  247. Abi 1
  248. Nikolaos K. Chlis 1
  249. Nicolaj Hackert 1
  250. Mukund Varma 1
  251. Mayar Ali 1
  252. Max Land 1
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  254. Leland McInnes 1
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  256. KuthuruTejaswini 1
  257. Kitsune 1
  258. Karin Hrovatin 1
  259. Kalin Nonchev 1
  260. Joren Hammudoglu 1
  261. Jason Fan 1
  262. Jane Hung 1
  263. Harald Vöhringer 1
  264. Jan Sprengel 1
  265. Russ 1
  266. Rushil-Chakra 1
  267. melocery 1
  268. alam-shahul 1
  269. Wenjie Sun 1
  270. Nicolas Fernandez 1
  271. M0hammadL 1
  272. Johannes Soltwedel 1
  273. Givanna Putri 1
  274. Douglas Ford Hannum Jr. 1
  275. Dongjoo Lee 1
  276. Charles Chien 1
  277. Alexei Martsinkovskiy 1
  278. Michael Raevsky 1
  279. Primož Godec 1
  280. Ramon Viñas 1
  281. Saket Choudhary 1
  282. Soufiane Mourragui 1
  283. Sprengmeister-dev 1
  284. The Gitter Badger 1
  285. Tommy 1
  286. Yerdos Ordabayev 1
  287. Yishen Miao 1
  288. Austin McKay 1
  289. Alan DenAdel 1
  290. Chris Lin 1
  291. Erle Holgersen 1
  292. Florian Barkmann 1
  293. Florian Ingelfinger 1
  294. Jacob Kimmel 1
  295. John Reid 1
  296. Konstantin Avchaciov 1
  297. Lorenzo Gabriele 1
  298. Lucas Arnoldt 1
  299. Lukas Arnroth 1
  300. Matt Karikomi 1
  301. Maurice Frank 1
  302. Amos 1
  303. outofthebox 1
  304. Dries De Maeyer 1
  305. Emma Bishop 1
  306. MiTPenguin 1
  307. ausserh 1
  308. tobgan 1
  309. weipeng 1
  310. Matthew Schmitz 1
  311. Guilherme Pires 1
  312. Michael Cheng 1
  313. Nico Trummer 1
  314. Patrick Metzger 1
  315. Sviatoslav Kharuk 1
  316. zzheng18 1
  317. seo 1
  318. Paul Kiessling 1
  319. Mojtaba Bahrami 1
  320. Maarten de Vries 1
  321. Juan Andrés Tejedor Serrano 1
  322. JiriBruthans 1
  323. Emeka Okoli 1
  324. DENG Ziqi 1
  325. Andrian 1
  326. Nicolàs Palacio-Escat 1
  327. Pablo Moreno 1
  328. Robin Fallegger 1
  329. fedor-grigoryev 1