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Activation funnel

@usagemetrics/activation-funnel

Measure an activation funnel from an events CSV: how many users or accounts reach each step within a time window, conversion step to step, median time between steps, the biggest drop, and splits by plan or any segment. Writes markdown, CSV, JSON, and a list of who got stuck.

SkillDatav1.0.0 (latest)Tested
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  1. 1timestamp,account_id,user_id,event
  2. 22026-08-02T03:10:46Z,acct-049,user-145,signed_up
  3. 32026-08-02T03:12:46Z,acct-049,user-145,login
  4. 42026-08-02T09:41:38Z,acct-056,user-168,signed_up
  5. 52026-08-02T09:43:38Z,acct-056,user-168,login
  6. 62026-08-02T09:43:38Z,acct-056,user-168,connected_source
  7. 72026-08-02T11:43:38Z,acct-056,user-168,connected_source
  8. 82026-08-02T12:52:43Z,acct-046,user-136,signed_up
  9. 92026-08-02T12:54:43Z,acct-046,user-136,login
  10. 102026-08-02T16:37:12Z,acct-056,user-168,created_report
  11. 112026-08-02T21:02:25Z,acct-046,user-136,connected_source
  12. 122026-08-02T23:32:08Z,acct-013,user-038,signed_up
  13. 132026-08-02T23:34:08Z,acct-013,user-038,login
  14. 142026-08-03T02:32:49Z,acct-056,user-168,shared_dashboard
  15. 152026-08-03T04:40:43Z,acct-013,user-038,connected_source
  16. 162026-08-03T08:01:00Z,acct-046,user-136,created_report
  17. 172026-08-03T19:00:07Z,acct-033,user-099,signed_up
  18. 182026-08-03T19:02:07Z,acct-033,user-099,login
  19. 192026-08-04T02:54:54Z,acct-001,user-002,signed_up
  20. 202026-08-04T02:56:54Z,acct-001,user-002,login
  21. 212026-08-04T06:48:10Z,acct-055,user-163,signed_up
  22. 222026-08-04T06:50:10Z,acct-055,user-163,login
  23. 232026-08-04T07:26:26Z,acct-033,user-099,connected_source
  24. 242026-08-04T09:04:11Z,acct-018,user-054,signed_up
  25. 252026-08-04T09:06:11Z,acct-018,user-054,login
  26. 262026-08-04T11:15:46Z,acct-046,user-136,shared_dashboard
  27. 272026-08-04T22:16:23Z,acct-018,user-054,connected_source
  28. 282026-08-05T00:16:23Z,acct-018,user-054,connected_source
  29. 292026-08-05T04:04:27Z,acct-050,user-150,signed_up
  30. 302026-08-05T04:06:27Z,acct-050,user-150,login
  31. 312026-08-05T07:35:09Z,acct-050,user-150,connected_source
  32. 322026-08-05T07:43:27Z,acct-055,user-163,connected_source
  33. 332026-08-05T09:35:09Z,acct-050,user-150,connected_source
  34. 342026-08-05T09:43:27Z,acct-055,user-163,connected_source
  35. 352026-08-05T09:45:02Z,acct-055,user-163,created_report
  36. 362026-08-05T11:45:02Z,acct-055,user-163,created_report
  37. 372026-08-05T22:16:23Z,acct-018,user-054,page_view
  38. 382026-08-05T23:32:23Z,acct-021,user-063,signed_up
  39. 392026-08-05T23:34:23Z,acct-021,user-063,login
  40. 402026-08-06T00:40:56Z,acct-015,user-044,signed_up
  41. 412026-08-06T00:42:56Z,acct-015,user-044,login
  42. 422026-08-06T01:18:34Z,acct-021,user-063,connected_source
  43. 432026-08-06T01:29:40Z,acct-050,user-150,created_report
  44. 442026-08-06T02:53:26Z,acct-021,user-063,created_report
  45. 452026-08-06T03:18:34Z,acct-021,user-063,connected_source
  46. 462026-08-06T03:29:40Z,acct-050,user-150,created_report
  47. 472026-08-06T04:53:26Z,acct-021,user-063,created_report
  48. 482026-08-06T06:54:31Z,acct-015,user-044,connected_source
  49. 492026-08-06T11:33:01Z,acct-043,user-127,signed_up
  50. 502026-08-06T11:35:01Z,acct-043,user-127,login
  51. 512026-08-06T15:03:48Z,acct-043,user-127,connected_source
  52. 522026-08-06T15:48:51Z,acct-005,user-014,signed_up
  53. 532026-08-06T15:50:51Z,acct-005,user-014,login
  54. 542026-08-06T19:53:47Z,acct-005,user-014,connected_source
  55. 552026-08-07T00:28:14Z,acct-041,user-122,signed_up
  56. 562026-08-07T00:30:14Z,acct-041,user-122,login
  57. 572026-08-07T01:29:40Z,acct-050,user-150,page_view
  58. 582026-08-07T01:46:20Z,acct-023,user-067,signed_up
  59. 592026-08-07T01:48:20Z,acct-023,user-067,login
  60. 602026-08-07T02:53:26Z,acct-021,user-063,page_view
  61. 612026-08-07T03:06:35Z,acct-023,user-067,connected_source
  62. 622026-08-07T05:06:35Z,acct-023,user-067,connected_source
  63. 632026-08-07T05:56:07Z,acct-024,user-070,signed_up
  64. 642026-08-07T05:58:07Z,acct-024,user-070,login
  65. 652026-08-07T06:13:18Z,acct-023,user-067,created_report
  66. 662026-08-07T06:54:31Z,acct-015,user-044,page_view
  67. 672026-08-07T08:13:18Z,acct-023,user-067,created_report
  68. 682026-08-07T11:52:05Z,acct-043,user-127,created_report
  69. 692026-08-07T12:41:44Z,acct-024,user-070,connected_source
  70. 702026-08-07T13:52:05Z,acct-043,user-127,created_report
  71. 712026-08-07T14:41:44Z,acct-024,user-070,connected_source
  72. 722026-08-07T17:42:08Z,acct-041,user-122,connected_source
  73. 732026-08-08T11:21:43Z,acct-005,user-014,created_report
  74. 742026-08-08T11:52:05Z,acct-043,user-127,page_view
  75. 752026-08-09T00:05:24Z,acct-023,user-067,shared_dashboard
  76. 762026-08-09T07:58:52Z,acct-006,user-018,signed_up
  77. 772026-08-09T07:59:10Z,acct-024,user-070,created_report
  78. 782026-08-09T08:00:52Z,acct-006,user-018,login
  79. 792026-08-09T09:32:42Z,acct-024,user-070,shared_dashboard
  80. 802026-08-09T11:32:42Z,acct-024,user-070,shared_dashboard
  81. 812026-08-09T11:51:24Z,acct-051,user-151,signed_up
  82. 822026-08-09T11:53:24Z,acct-051,user-151,login
  83. 832026-08-09T23:34:13Z,acct-024,user-072,signed_up
  84. 842026-08-09T23:36:13Z,acct-024,user-072,login
  85. 852026-08-10T00:34:11Z,acct-032,user-095,signed_up
  86. 862026-08-10T00:36:11Z,acct-032,user-095,login
  87. 872026-08-10T06:59:09Z,acct-024,user-072,connected_source
  88. 882026-08-10T08:59:09Z,acct-024,user-072,connected_source
  89. 892026-08-10T11:51:24Z,acct-051,user-151,page_view
  90. 902026-08-10T21:02:13Z,acct-044,user-130,signed_up
  91. 912026-08-10T21:04:13Z,acct-044,user-130,login
  92. 922026-08-10T23:40:47Z,acct-044,user-130,connected_source
  93. 932026-08-11T01:40:47Z,acct-044,user-130,connected_source
  94. 942026-08-11T02:34:53Z,acct-010,user-030,signed_up
  95. 952026-08-11T02:36:53Z,acct-010,user-030,login
  96. 962026-08-11T03:29:29Z,acct-010,user-030,connected_source
  97. 972026-08-11T03:35:34Z,acct-044,user-130,created_report
  98. 982026-08-11T09:49:54Z,acct-035,user-105,signed_up
  99. 992026-08-11T09:51:54Z,acct-035,user-105,login
  100. 1002026-08-11T12:35:29Z,acct-035,user-105,connected_source
  101. 1012026-08-11T12:46:54Z,acct-001,user-003,signed_up
  102. 1022026-08-11T12:48:54Z,acct-001,user-003,login
  103. 1032026-08-11T14:35:29Z,acct-035,user-105,connected_source
  104. 1042026-08-11T17:29:24Z,acct-001,user-003,connected_source
  105. 1052026-08-11T22:41:24Z,acct-040,user-120,signed_up
  106. 1062026-08-11T22:43:24Z,acct-040,user-120,login
  107. 1072026-08-11T23:20:31Z,acct-040,user-120,connected_source
  108. 1082026-08-12T00:16:24Z,acct-038,user-113,signed_up
  109. 1092026-08-12T00:18:24Z,acct-038,user-113,login
  110. 1102026-08-12T00:49:06Z,acct-001,user-003,created_report
  111. 1112026-08-12T02:49:06Z,acct-001,user-003,created_report
  112. 1122026-08-12T05:57:16Z,acct-038,user-113,connected_source
  113. 1132026-08-12T06:28:00Z,acct-044,user-130,shared_dashboard
  114. 1142026-08-12T07:57:16Z,acct-038,user-113,connected_source
  115. 1152026-08-13T04:23:02Z,acct-043,user-129,signed_up
  116. 1162026-08-13T04:25:02Z,acct-043,user-129,login
  117. 1172026-08-13T05:57:16Z,acct-038,user-113,page_view
  118. 1182026-08-13T07:55:54Z,acct-043,user-129,connected_source
  119. 1192026-08-14T07:55:54Z,acct-043,user-129,page_view
  120. 1202026-08-14T23:09:45Z,acct-035,user-104,signed_up
  121. 1212026-08-14T23:11:45Z,acct-035,user-104,login
  122. 1222026-08-15T14:24:22Z,acct-045,user-134,signed_up
  123. 1232026-08-15T14:26:22Z,acct-045,user-134,login
  124. 1242026-08-15T14:38:08Z,acct-004,user-012,signed_up
  125. 1252026-08-15T14:40:08Z,acct-004,user-012,login
  126. 1262026-08-15T15:22:45Z,acct-009,user-025,signed_up
  127. 1272026-08-15T15:24:45Z,acct-009,user-025,login
  128. 1282026-08-15T16:51:45Z,acct-009,user-025,connected_source
  129. 1292026-08-15T17:54:16Z,acct-035,user-105,created_report
  130. 1302026-08-15T19:54:16Z,acct-035,user-105,created_report
  131. 1312026-08-15T23:47:36Z,acct-045,user-134,connected_source
  132. 1322026-08-16T00:57:22Z,acct-003,user-007,signed_up
  133. 1332026-08-16T00:59:22Z,acct-003,user-007,login
  134. 1342026-08-16T03:06:28Z,acct-003,user-007,connected_source
  135. 1352026-08-16T16:51:45Z,acct-009,user-025,page_view
  136. 1362026-08-16T17:54:16Z,acct-035,user-105,page_view
  137. 1372026-08-16T23:47:36Z,acct-045,user-134,page_view
  138. 1382026-08-17T00:03:07Z,acct-038,user-112,signed_up
  139. 1392026-08-17T00:05:07Z,acct-038,user-112,login
  140. 1402026-08-17T08:07:41Z,acct-038,user-112,connected_source
  141. 1412026-08-17T09:27:21Z,acct-038,user-112,created_report
  142. 1422026-08-17T13:05:52Z,acct-003,user-007,created_report
  143. 1432026-08-17T15:05:52Z,acct-003,user-007,created_report
  144. 1442026-08-18T16:15:19Z,acct-034,user-102,signed_up
  145. 1452026-08-18T16:17:19Z,acct-034,user-102,login
  146. 1462026-08-19T01:48:31Z,acct-020,user-058,signed_up
  147. 1472026-08-19T01:50:31Z,acct-020,user-058,login
  148. 1482026-08-19T02:17:50Z,acct-020,user-058,connected_source
  149. 1492026-08-19T04:17:50Z,acct-020,user-058,connected_source
  150. 1502026-08-19T11:41:10Z,acct-034,user-102,connected_source
  151. 1512026-08-19T16:17:45Z,acct-003,user-007,shared_dashboard
  152. 1522026-08-19T18:17:45Z,acct-003,user-007,shared_dashboard
  153. 1532026-08-19T19:47:01Z,acct-034,user-102,created_report
  154. 1542026-08-19T22:58:06Z,acct-038,user-112,shared_dashboard
  155. 1552026-08-20T00:05:30Z,acct-042,user-125,signed_up
  156. 1562026-08-20T00:07:30Z,acct-042,user-125,login
  157. 1572026-08-20T00:58:06Z,acct-038,user-112,shared_dashboard
  158. 1582026-08-20T12:40:38Z,acct-039,user-116,signed_up
  159. 1592026-08-20T12:42:38Z,acct-039,user-116,login
  160. 1602026-08-20T19:47:01Z,acct-034,user-102,page_view
  161. 1612026-08-21T07:21:56Z,acct-009,user-026,signed_up
  162. 1622026-08-21T07:23:56Z,acct-009,user-026,login
  163. 1632026-08-21T09:39:23Z,acct-009,user-026,connected_source
  164. 1642026-08-21T09:56:10Z,acct-011,user-031,signed_up
  165. 1652026-08-21T09:58:10Z,acct-011,user-031,login
  166. 1662026-08-21T10:44:44Z,acct-009,user-026,created_report
  167. 1672026-08-21T11:39:23Z,acct-009,user-026,connected_source
  168. 1682026-08-21T12:27:12Z,acct-054,user-162,signed_up
  169. 1692026-08-21T12:29:12Z,acct-054,user-162,login
  170. 1702026-08-21T12:40:38Z,acct-039,user-116,page_view
  171. 1712026-08-21T12:44:44Z,acct-009,user-026,created_report
  172. 1722026-08-21T14:59:30Z,acct-058,user-173,signed_up
  173. 1732026-08-21T15:01:30Z,acct-058,user-173,login
  174. 1742026-08-22T03:48:28Z,acct-017,user-049,signed_up
  175. 1752026-08-22T03:50:28Z,acct-017,user-049,login
  176. 1762026-08-22T12:11:40Z,acct-005,user-013,signed_up
  177. 1772026-08-22T12:13:40Z,acct-005,user-013,login
  178. 1782026-08-22T12:27:12Z,acct-054,user-162,page_view
  179. 1792026-08-22T15:07:56Z,acct-009,user-026,shared_dashboard
  180. 1802026-08-22T19:43:40Z,acct-020,user-060,signed_up
  181. 1812026-08-22T19:45:40Z,acct-020,user-060,login
  182. 1822026-08-23T03:48:28Z,acct-017,user-049,page_view
  183. 1832026-08-23T15:23:07Z,acct-033,user-097,signed_up
  184. 1842026-08-23T15:25:07Z,acct-033,user-097,login
  185. 1852026-08-23T18:40:24Z,acct-013,user-037,signed_up
  186. 1862026-08-23T18:42:24Z,acct-013,user-037,login
  187. 1872026-08-23T19:44:56Z,acct-033,user-097,connected_source
  188. 1882026-08-23T21:44:56Z,acct-033,user-097,connected_source
  189. 1892026-08-24T23:54:20Z,acct-012,user-034,signed_up
  190. 1902026-08-24T23:56:20Z,acct-012,user-034,login
  191. 1912026-08-25T20:06:50Z,acct-027,user-081,signed_up
  192. 1922026-08-25T20:08:50Z,acct-027,user-081,login
  193. 1932026-08-25T20:33:03Z,acct-019,user-056,signed_up
  194. 1942026-08-25T20:35:03Z,acct-019,user-056,login
  195. 1952026-08-25T22:09:34Z,acct-019,user-056,connected_source
  196. 1962026-08-25T23:54:20Z,acct-012,user-034,page_view
  197. 1972026-08-26T00:09:34Z,acct-019,user-056,connected_source
  198. 1982026-08-26T04:30:49Z,acct-027,user-081,connected_source
  199. 1992026-08-26T21:36:06Z,acct-014,user-041,signed_up
  200. 2002026-08-26T21:38:06Z,acct-014,user-041,login
  201. 2012026-08-27T21:36:06Z,acct-014,user-041,page_view
  202. 2022026-08-28T09:35:23Z,acct-033,user-097,created_report
  203. 2032026-08-28T11:35:23Z,acct-033,user-097,created_report
  204. 2042026-08-28T12:15:57Z,acct-033,user-097,shared_dashboard
  205. 2052026-08-28T14:15:57Z,acct-033,user-097,shared_dashboard
  206. 2062026-08-28T20:13:25Z,acct-022,user-066,signed_up
  207. 2072026-08-28T20:15:25Z,acct-022,user-066,login
  208. 2082026-08-28T21:31:23Z,acct-050,user-149,signed_up
  209. 2092026-08-28T21:33:23Z,acct-050,user-149,login
  210. 2102026-08-28T23:09:52Z,acct-057,user-171,signed_up
  211. 2112026-08-28T23:11:52Z,acct-057,user-171,login
  212. 2122026-08-29T01:54:46Z,acct-050,user-149,connected_source
  213. 2132026-08-29T03:40:34Z,acct-019,user-056,created_report
  214. 2142026-08-29T03:54:46Z,acct-050,user-149,connected_source
  215. 2152026-08-29T04:40:39Z,acct-057,user-171,connected_source
  216. 2162026-08-29T05:40:34Z,acct-019,user-056,created_report
  217. 2172026-08-29T06:29:37Z,acct-022,user-066,connected_source
  218. 2182026-08-29T07:22:23Z,acct-016,user-047,signed_up
  219. 2192026-08-29T07:24:23Z,acct-016,user-047,login
  220. 2202026-08-29T08:29:37Z,acct-022,user-066,connected_source
  221. 2212026-08-29T09:03:36Z,acct-022,user-066,created_report
  222. 2222026-08-29T11:03:36Z,acct-022,user-066,created_report
  223. 2232026-08-29T15:48:43Z,acct-025,user-073,signed_up
  224. 2242026-08-29T15:50:43Z,acct-025,user-073,login
  225. 2252026-08-29T19:13:42Z,acct-025,user-073,connected_source
  226. 2262026-08-29T21:13:42Z,acct-025,user-073,connected_source
  227. 2272026-08-29T22:24:09Z,acct-057,user-171,created_report
  228. 2282026-08-30T00:06:33Z,acct-016,user-047,connected_source
  229. 2292026-08-30T01:38:10Z,acct-057,user-171,shared_dashboard
  230. 2302026-08-30T01:51:09Z,acct-022,user-066,shared_dashboard
  231. 2312026-08-30T02:06:33Z,acct-016,user-047,connected_source
  232. 2322026-08-31T01:51:25Z,acct-012,user-036,signed_up
  233. 2332026-08-31T01:53:25Z,acct-012,user-036,login
  234. 2342026-08-31T05:36:09Z,acct-012,user-036,connected_source
  235. 2352026-08-31T07:36:09Z,acct-012,user-036,connected_source
  236. 2362026-08-31T07:59:31Z,acct-047,user-140,signed_up
  237. 2372026-08-31T08:01:31Z,acct-047,user-140,login
  238. 2382026-08-31T08:33:09Z,acct-047,user-140,connected_source
  239. 2392026-08-31T10:33:09Z,acct-047,user-140,connected_source
  240. 2402026-08-31T11:33:55Z,acct-010,user-028,signed_up
  241. 2412026-08-31T11:35:55Z,acct-010,user-028,login
  242. 2422026-08-31T11:57:33Z,acct-016,user-047,created_report
  243. 2432026-08-31T13:57:33Z,acct-016,user-047,created_report
  244. 2442026-08-31T19:52:56Z,acct-004,user-010,signed_up
  245. 2452026-08-31T19:54:56Z,acct-004,user-010,login
  246. 2462026-09-01T01:20:47Z,acct-047,user-140,created_report
  247. 2472026-09-01T03:20:47Z,acct-047,user-140,created_report
  248. 2482026-09-01T04:44:45Z,acct-051,user-152,signed_up
  249. 2492026-09-01T04:46:45Z,acct-051,user-152,login
  250. 2502026-09-01T04:50:54Z,acct-004,user-010,connected_source
  251. 2512026-09-01T06:10:21Z,acct-007,user-021,signed_up
  252. 2522026-09-01T06:12:21Z,acct-007,user-021,login
  253. 2532026-09-01T06:50:54Z,acct-004,user-010,connected_source
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