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Retention cohorts

@usagemetrics/retention-cohorts

Build weekly or monthly retention cohorts for users or accounts from an events CSV. Writes the cohort table, a size-weighted average curve, where the curve flattens, and the best and worst cohorts, as markdown, CSV, and JSON.

SkillDatav1.0.0 (latest)Tested
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  1. 1timestamp,account_id,user_id,event
  2. 22025-11-01,acct-38,user-002,exported_csv
  3. 32025-11-03,acct-14,user-006,login
  4. 42025-11-05,acct-14,user-009,ran_query
  5. 52025-11-06,acct-37,user-003,created_report
  6. 62025-11-07,acct-08,user-010,ran_query
  7. 72025-11-07,acct-11,user-004,login
  8. 82025-11-07,acct-36,user-001,ran_query
  9. 92025-11-08,acct-29,user-008,login
  10. 102025-11-09,acct-08,user-010,exported_csv
  11. 112025-11-10,acct-17,user-005,login
  12. 122025-11-10,acct-18,user-011,login
  13. 132025-11-11,acct-29,user-008,created_report
  14. 142025-11-12,acct-18,user-011,login
  15. 152025-11-13,acct-11,user-004,login
  16. 162025-11-13,acct-29,user-008,exported_csv
  17. 172025-11-13,acct-37,user-003,shared_dashboard
  18. 182025-11-15,acct-36,user-001,login
  19. 192025-11-16,acct-08,user-007,shared_dashboard
  20. 202025-11-16,acct-08,user-010,exported_csv
  21. 212025-11-16,acct-11,user-004,shared_dashboard
  22. 222025-11-16,acct-14,user-009,shared_dashboard
  23. 232025-11-16,acct-17,user-005,ran_query
  24. 242025-11-17,acct-36,user-001,created_report
  25. 252025-11-19,acct-18,user-011,login
  26. 262025-11-19,acct-36,user-001,login
  27. 272025-11-20,acct-08,user-007,login
  28. 282025-11-20,acct-11,user-004,login
  29. 292025-11-20,acct-17,user-005,login
  30. 302025-11-20,acct-38,user-002,login
  31. 312025-11-21,acct-18,user-011,ran_query
  32. 322025-11-22,acct-08,user-007,created_report
  33. 332025-11-22,acct-11,user-004,login
  34. 342025-11-22,acct-29,user-008,login
  35. 352025-11-25,acct-08,user-007,login
  36. 362025-11-26,acct-18,user-011,shared_dashboard
  37. 372025-11-27,acct-08,user-010,login
  38. 382025-11-27,acct-17,user-005,ran_query
  39. 392025-12-02,acct-14,user-006,login
  40. 402025-12-03,acct-37,user-019,created_report
  41. 412025-12-04,acct-04,user-018,exported_csv
  42. 422025-12-05,acct-01,user-022,ran_query
  43. 432025-12-05,acct-04,user-018,exported_csv
  44. 442025-12-05,acct-07,user-015,exported_csv
  45. 452025-12-05,acct-09,user-024,exported_csv
  46. 462025-12-05,acct-27,user-016,shared_dashboard
  47. 472025-12-05,acct-27,user-021,login
  48. 482025-12-06,acct-27,user-021,login
  49. 492025-12-06,acct-37,user-019,shared_dashboard
  50. 502025-12-07,acct-25,user-012,shared_dashboard
  51. 512025-12-07,acct-26,user-017,login
  52. 522025-12-07,acct-27,user-016,shared_dashboard
  53. 532025-12-08,acct-07,user-015,shared_dashboard
  54. 542025-12-09,acct-09,user-020,exported_csv
  55. 552025-12-11,acct-06,user-013,ran_query
  56. 562025-12-11,acct-23,user-014,created_report
  57. 572025-12-11,acct-26,user-017,exported_csv
  58. 582025-12-11,acct-27,user-021,ran_query
  59. 592025-12-13,acct-27,user-016,login
  60. 602025-12-14,acct-27,user-021,created_report
  61. 612025-12-15,acct-25,user-012,ran_query
  62. 622025-12-17,acct-04,user-018,created_report
  63. 632025-12-17,acct-09,user-020,ran_query
  64. 642025-12-17,acct-26,user-017,login
  65. 652025-12-18,acct-06,user-013,login
  66. 662025-12-19,acct-26,user-017,created_report
  67. 672025-12-20,acct-23,user-014,login
  68. 682025-12-20,acct-26,user-017,shared_dashboard
  69. 692025-12-20,acct-36,user-001,exported_csv
  70. 702025-12-21,acct-18,user-011,login
  71. 712025-12-23,acct-27,user-016,login
  72. 722025-12-24,acct-30,user-023,shared_dashboard
  73. 732025-12-25,acct-09,user-020,exported_csv
  74. 742025-12-25,acct-09,user-024,exported_csv
  75. 752025-12-25,acct-27,user-021,shared_dashboard
  76. 762025-12-26,acct-06,user-013,ran_query
  77. 772025-12-26,acct-09,user-020,created_report
  78. 782025-12-26,acct-27,user-016,ran_query
  79. 792025-12-27,acct-01,user-022,ran_query
  80. 802026-01-01,acct-05,user-033,ran_query
  81. 812026-01-01,acct-36,user-001,shared_dashboard
  82. 822026-01-01,acct-37,user-019,shared_dashboard
  83. 832026-01-02,acct-05,user-033,exported_csv
  84. 842026-01-02,acct-05,user-036,shared_dashboard
  85. 852026-01-03,acct-14,user-006,ran_query
  86. 862026-01-03,acct-18,user-011,login
  87. 872026-01-04,acct-07,user-027,ran_query
  88. 882026-01-04,acct-25,user-012,ran_query
  89. 892026-01-05,acct-04,user-018,shared_dashboard
  90. 902026-01-05,acct-07,user-027,login
  91. 912026-01-05,acct-14,user-006,created_report
  92. 922026-01-05,acct-20,user-029,created_report
  93. 932026-01-06,acct-36,user-001,login
  94. 942026-01-06,acct-37,user-019,exported_csv
  95. 952026-01-07,acct-30,user-023,exported_csv
  96. 962026-01-08,acct-04,user-018,created_report
  97. 972026-01-08,acct-26,user-025,exported_csv
  98. 982026-01-09,acct-20,user-032,shared_dashboard
  99. 992026-01-09,acct-25,user-035,shared_dashboard
  100. 1002026-01-10,acct-04,user-018,login
  101. 1012026-01-10,acct-05,user-033,login
  102. 1022026-01-10,acct-37,user-019,ran_query
  103. 1032026-01-11,acct-04,user-030,exported_csv
  104. 1042026-01-11,acct-14,user-006,login
  105. 1052026-01-11,acct-26,user-025,login
  106. 1062026-01-12,acct-14,user-006,shared_dashboard
  107. 1072026-01-12,acct-18,user-011,login
  108. 1082026-01-12,acct-26,user-017,login
  109. 1092026-01-12,acct-26,user-028,ran_query
  110. 1102026-01-13,acct-10,user-034,exported_csv
  111. 1112026-01-14,acct-06,user-013,created_report
  112. 1122026-01-14,acct-20,user-032,exported_csv
  113. 1132026-01-14,acct-30,user-023,ran_query
  114. 1142026-01-15,acct-14,user-006,ran_query
  115. 1152026-01-16,acct-17,user-037,shared_dashboard
  116. 1162026-01-16,acct-20,user-029,exported_csv
  117. 1172026-01-17,acct-25,user-035,created_report
  118. 1182026-01-17,acct-27,user-016,login
  119. 1192026-01-18,acct-06,user-013,login
  120. 1202026-01-18,acct-07,user-027,ran_query
  121. 1212026-01-18,acct-26,user-017,created_report
  122. 1222026-01-18,acct-36,user-031,login
  123. 1232026-01-19,acct-05,user-033,created_report
  124. 1242026-01-19,acct-07,user-027,exported_csv
  125. 1252026-01-19,acct-37,user-019,login
  126. 1262026-01-20,acct-05,user-033,login
  127. 1272026-01-20,acct-36,user-001,ran_query
  128. 1282026-01-21,acct-17,user-037,shared_dashboard
  129. 1292026-01-21,acct-18,user-011,login
  130. 1302026-01-21,acct-36,user-001,ran_query
  131. 1312026-01-21,acct-36,user-031,ran_query
  132. 1322026-01-21,acct-37,user-019,shared_dashboard
  133. 1332026-01-22,acct-09,user-026,login
  134. 1342026-01-22,acct-18,user-011,ran_query
  135. 1352026-01-22,acct-26,user-025,login
  136. 1362026-01-22,acct-27,user-016,login
  137. 1372026-01-23,acct-20,user-032,created_report
  138. 1382026-01-23,acct-26,user-017,created_report
  139. 1392026-01-23,acct-26,user-025,ran_query
  140. 1402026-01-23,acct-26,user-028,exported_csv
  141. 1412026-01-24,acct-04,user-018,created_report
  142. 1422026-01-24,acct-09,user-026,ran_query
  143. 1432026-01-24,acct-25,user-012,login
  144. 1442026-01-25,acct-06,user-013,ran_query
  145. 1452026-01-25,acct-09,user-026,ran_query
  146. 1462026-01-25,acct-20,user-029,login
  147. 1472026-01-25,acct-25,user-035,created_report
  148. 1482026-01-26,acct-07,user-027,ran_query
  149. 1492026-01-26,acct-18,user-011,shared_dashboard
  150. 1502026-01-26,acct-26,user-025,login
  151. 1512026-01-27,acct-04,user-018,shared_dashboard
  152. 1522026-01-27,acct-04,user-030,login
  153. 1532026-01-27,acct-27,user-016,login
  154. 1542026-01-27,acct-36,user-001,created_report
  155. 1552026-02-01,acct-05,user-033,exported_csv
  156. 1562026-02-01,acct-26,user-017,login
  157. 1572026-02-01,acct-36,user-001,exported_csv
  158. 1582026-02-02,acct-05,user-033,shared_dashboard
  159. 1592026-02-02,acct-10,user-034,created_report
  160. 1602026-02-02,acct-13,user-040,created_report
  161. 1612026-02-02,acct-16,user-041,login
  162. 1622026-02-02,acct-25,user-035,shared_dashboard
  163. 1632026-02-03,acct-14,user-006,login
  164. 1642026-02-03,acct-17,user-037,ran_query
  165. 1652026-02-04,acct-09,user-026,created_report
  166. 1662026-02-04,acct-20,user-032,login
  167. 1672026-02-04,acct-26,user-017,ran_query
  168. 1682026-02-04,acct-26,user-025,created_report
  169. 1692026-02-04,acct-37,user-019,exported_csv
  170. 1702026-02-05,acct-05,user-033,login
  171. 1712026-02-05,acct-25,user-035,created_report
  172. 1722026-02-05,acct-27,user-016,login
  173. 1732026-02-06,acct-05,user-033,login
  174. 1742026-02-06,acct-06,user-013,created_report
  175. 1752026-02-06,acct-09,user-026,login
  176. 1762026-02-06,acct-14,user-043,ran_query
  177. 1772026-02-06,acct-30,user-023,ran_query
  178. 1782026-02-07,acct-20,user-032,shared_dashboard
  179. 1792026-02-07,acct-25,user-035,exported_csv
  180. 1802026-02-08,acct-01,user-042,exported_csv
  181. 1812026-02-08,acct-21,user-044,ran_query
  182. 1822026-02-08,acct-32,user-046,login
  183. 1832026-02-09,acct-01,user-042,ran_query
  184. 1842026-02-10,acct-14,user-006,shared_dashboard
  185. 1852026-02-10,acct-25,user-035,created_report
  186. 1862026-02-10,acct-26,user-025,shared_dashboard
  187. 1872026-02-11,acct-14,user-006,created_report
  188. 1882026-02-11,acct-21,user-038,login
  189. 1892026-02-11,acct-26,user-025,created_report
  190. 1902026-02-12,acct-04,user-045,ran_query
  191. 1912026-02-12,acct-13,user-040,login
  192. 1922026-02-12,acct-18,user-011,created_report
  193. 1932026-02-12,acct-26,user-017,shared_dashboard
  194. 1942026-02-13,acct-09,user-026,shared_dashboard
  195. 1952026-02-14,acct-13,user-040,shared_dashboard
  196. 1962026-02-14,acct-21,user-044,shared_dashboard
  197. 1972026-02-14,acct-25,user-035,shared_dashboard
  198. 1982026-02-14,acct-30,user-023,shared_dashboard
  199. 1992026-02-16,acct-01,user-042,ran_query
  200. 2002026-02-16,acct-13,user-040,exported_csv
  201. 2012026-02-16,acct-21,user-044,created_report
  202. 2022026-02-16,acct-27,user-016,login
  203. 2032026-02-16,acct-30,user-023,exported_csv
  204. 2042026-02-16,acct-36,user-001,login
  205. 2052026-02-17,acct-04,user-018,ran_query
  206. 2062026-02-17,acct-27,user-016,login
  207. 2072026-02-17,acct-30,user-023,ran_query
  208. 2082026-02-18,acct-18,user-011,login
  209. 2092026-02-19,acct-09,user-026,login
  210. 2102026-02-19,acct-16,user-041,login
  211. 2112026-02-19,acct-27,user-016,login
  212. 2122026-02-20,acct-04,user-045,exported_csv
  213. 2132026-02-20,acct-27,user-016,login
  214. 2142026-02-20,acct-27,user-039,created_report
  215. 2152026-02-21,acct-04,user-018,ran_query
  216. 2162026-02-21,acct-26,user-017,exported_csv
  217. 2172026-02-22,acct-36,user-001,ran_query
  218. 2182026-02-23,acct-20,user-032,shared_dashboard
  219. 2192026-02-24,acct-01,user-042,login
  220. 2202026-02-24,acct-14,user-006,login
  221. 2212026-02-24,acct-16,user-041,login
  222. 2222026-02-24,acct-27,user-039,login
  223. 2232026-02-24,acct-37,user-019,login
  224. 2242026-02-25,acct-17,user-037,exported_csv
  225. 2252026-02-25,acct-18,user-011,created_report
  226. 2262026-02-25,acct-21,user-038,created_report
  227. 2272026-02-25,acct-21,user-044,shared_dashboard
  228. 2282026-02-26,acct-01,user-042,exported_csv
  229. 2292026-02-26,acct-05,user-033,ran_query
  230. 2302026-02-26,acct-10,user-047,login
  231. 2312026-02-26,acct-26,user-025,login
  232. 2322026-02-27,acct-16,user-041,login
  233. 2332026-02-27,acct-26,user-025,shared_dashboard
  234. 2342026-02-27,acct-30,user-023,created_report
  235. 2352026-03-01,acct-04,user-018,login
  236. 2362026-03-01,acct-16,user-041,exported_csv
  237. 2372026-03-02,acct-04,user-018,created_report
  238. 2382026-03-02,acct-05,user-033,created_report
  239. 2392026-03-02,acct-10,user-047,ran_query
  240. 2402026-03-02,acct-17,user-037,exported_csv
  241. 2412026-03-02,acct-27,user-016,shared_dashboard
  242. 2422026-03-03,acct-10,user-047,shared_dashboard
  243. 2432026-03-03,acct-14,user-006,exported_csv
  244. 2442026-03-03,acct-26,user-017,login
  245. 2452026-03-03,acct-27,user-016,ran_query
  246. 2462026-03-04,acct-04,user-018,shared_dashboard
  247. 2472026-03-04,acct-20,user-032,created_report
  248. 2482026-03-04,acct-30,user-055,created_report
  249. 2492026-03-05,acct-21,user-044,exported_csv
  250. 2502026-03-05,acct-25,user-035,login
  251. 2512026-03-05,acct-27,user-016,exported_csv
  252. 2522026-03-05,acct-33,user-051,exported_csv
  253. 2532026-03-06,acct-10,user-047,shared_dashboard
  254. 2542026-03-06,acct-27,user-039,login
  255. 2552026-03-06,acct-30,user-055,created_report
  256. 2562026-03-08,acct-01,user-042,shared_dashboard
  257. 2572026-03-08,acct-02,user-050,exported_csv
  258. 2582026-03-08,acct-20,user-032,exported_csv
  259. 2592026-03-08,acct-27,user-039,exported_csv
  260. 2602026-03-08,acct-30,user-055,login
  261. 2612026-03-08,acct-36,user-001,login
  262. 2622026-03-10,acct-05,user-033,exported_csv
  263. 2632026-03-10,acct-20,user-032,exported_csv
  264. 2642026-03-11,acct-01,user-042,shared_dashboard
  265. 2652026-03-11,acct-37,user-019,shared_dashboard
  266. 2662026-03-11,acct-38,user-052,login
  267. 2672026-03-12,acct-14,user-006,ran_query
  268. 2682026-03-12,acct-25,user-035,login
  269. 2692026-03-12,acct-37,user-019,shared_dashboard
  270. 2702026-03-13,acct-09,user-026,exported_csv
  271. 2712026-03-13,acct-17,user-037,shared_dashboard
  272. 2722026-03-13,acct-25,user-035,login
  273. 2732026-03-13,acct-26,user-017,login
  274. 2742026-03-13,acct-32,user-054,shared_dashboard
  275. 2752026-03-13,acct-37,user-019,ran_query
  276. 2762026-03-14,acct-02,user-050,ran_query
  277. 2772026-03-14,acct-04,user-045,created_report
  278. 2782026-03-14,acct-27,user-053,created_report
  279. 2792026-03-14,acct-32,user-054,exported_csv
  280. 2802026-03-15,acct-04,user-045,ran_query
  281. 2812026-03-15,acct-17,user-037,login
  282. 2822026-03-15,acct-27,user-016,login
  283. 2832026-03-15,acct-30,user-023,login
  284. 2842026-03-15,acct-37,user-019,ran_query
  285. 2852026-03-16,acct-09,user-026,exported_csv
  286. 2862026-03-16,acct-26,user-017,login
  287. 2872026-03-16,acct-30,user-055,ran_query
  288. 2882026-03-17,acct-05,user-033,login
  289. 2892026-03-17,acct-06,user-013,ran_query
  290. 2902026-03-17,acct-20,user-032,login
  291. 2912026-03-17,acct-25,user-035,created_report
  292. 2922026-03-17,acct-26,user-017,ran_query
  293. 2932026-03-17,acct-26,user-025,created_report
  294. 2942026-03-17,acct-36,user-001,exported_csv
  295. 2952026-03-18,acct-06,user-048,created_report
  296. 2962026-03-18,acct-10,user-034,exported_csv
  297. 2972026-03-18,acct-16,user-041,login
  298. 2982026-03-19,acct-20,user-032,shared_dashboard
  299. 2992026-03-19,acct-33,user-051,ran_query
  300. 3002026-03-20,acct-04,user-018,login
  301. 3012026-03-21,acct-02,user-050,created_report
  302. 3022026-03-21,acct-06,user-048,exported_csv
  303. 3032026-03-21,acct-26,user-017,login
  304. 3042026-03-21,acct-27,user-039,created_report
  305. 3052026-03-22,acct-04,user-045,ran_query
  306. 3062026-03-22,acct-06,user-013,shared_dashboard
  307. 3072026-03-22,acct-14,user-006,ran_query
  308. 3082026-03-22,acct-27,user-016,exported_csv
  309. 3092026-03-22,acct-30,user-023,exported_csv
  310. 3102026-03-23,acct-06,user-013,created_report
  311. 3112026-03-23,acct-26,user-025,ran_query
  312. 3122026-03-23,acct-32,user-054,login
  313. 3132026-03-24,acct-06,user-013,exported_csv
  314. 3142026-03-24,acct-30,user-023,exported_csv
  315. 3152026-03-25,acct-16,user-041,login
  316. 3162026-03-25,acct-36,user-001,login
  317. 3172026-03-25,acct-37,user-019,exported_csv
  318. 3182026-03-26,acct-05,user-033,created_report
  319. 3192026-03-26,acct-14,user-049,shared_dashboard
  320. 3202026-03-26,acct-17,user-037,created_report
  321. 3212026-03-26,acct-30,user-023,login
  322. 3222026-03-26,acct-32,user-054,created_report
  323. 3232026-03-27,acct-02,user-050,ran_query
  324. 3242026-03-27,acct-04,user-045,exported_csv
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