| feature | retained_mean | churn_mean | delta_ret_minus_churn |
|---|---|---|---|
| f_pic_save | 47.82% | 21.11% | +26.71ppt |
| f_like | 36.34% | 10.31% | +26.03ppt |
| f_pic_gen_success | 66.57% | 43.94% | +22.63ppt |
| f_pic_gen_start | 63.81% | 41.59% | +22.22ppt |
| f_editor_save | 34.45% | 14.46% | +19.98ppt |
| stage | stage_users | stage_share_all | retained_users | churn_users | stage_retention_rate | churn_share_within_churn |
|---|---|---|---|---|---|---|
| S1_看了未下滑 | 1367 | 64.09% | 387 | 980 | 28.31% | 67.82% |
| S2_下滑未发起生成 | 219 | 10.27% | 57 | 162 | 26.03% | 11.21% |
| S0_未看内容 | 159 | 7.45% | 33 | 126 | 20.75% | 8.72% |
| S4_成功未保存 | 154 | 7.22% | 60 | 94 | 38.96% | 6.51% |
| S6_已创建捏宝 | 127 | 5.95% | 91 | 36 | 71.65% | 2.49% |
| S5_已保存未捏宝创建 | 102 | 4.78% | 59 | 43 | 57.84% | 2.98% |
| S3_发起未成功 | 5 | 0.23% | 1 | 4 | 20.00% | 0.28% |
| stage | share_a | share_b | ret_a | ret_b | contrib_total |
|---|---|---|---|---|---|
| S1_看了未下滑 | 62.88% | 64.09% | 31.79% | 28.31% | -1.85ppt |
| S2_下滑未发起生成 | 10.08% | 10.27% | 33.90% | 26.03% | -0.75ppt |
| S5_已保存未捏宝创建 | 6.28% | 4.78% | 52.38% | 57.84% | -0.52ppt |
| S6_已创建捏宝 | 6.62% | 5.95% | 65.16% | 71.65% | -0.05ppt |
| S3_发起未成功 | 0.13% | 0.23% | 0.00% | 20.00% | +0.05ppt |
| S0_未看内容 | 6.45% | 7.45% | 21.19% | 20.75% | +0.18ppt |
| S4_成功未保存 | 7.56% | 7.22% | 33.33% | 38.96% | +0.29ppt |
| cohort_dt | retained_d1 | stage | f_nienie_show | f_feed_next_page | f_pic_gen_start | f_pic_gen_success | f_pic_save | f_oc_create | f_oc_publish | pic_gen_start_cnt | pic_gen_success_cnt | pic_save_cnt | total_energy_cost | avg_total_feed_duration_sec | user_id_mask |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2026-04-11 | 1 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 99 | 98 | 22 | 980 | 529.636 | cc731d9f |
| 2026-04-11 | 1 | S1_看了未下滑 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000 | 69dc735f |
| 2026-04-11 | 1 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 8 | 8 | 2 | 80 | 0.509 | 4095ff79 |
| 2026-04-11 | 1 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 4 | 4 | 0 | 40 | 118.728 | aa5709d0 |
| 2026-04-11 | 1 | S1_看了未下滑 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 80 | 83.007 | 8e7c825a |
| 2026-04-11 | 1 | S1_看了未下滑 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000 | c011c937 |
| 2026-04-11 | 1 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 8 | 8 | 0 | 80 | 0.000 | 3829dbc3 |
| 2026-04-11 | 1 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 12 | 12 | 7 | 120 | 1.167 | 488b1c0d |
| 2026-04-11 | 0 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 2 | 2 | 1 | 20 | 0.000 | cdeed7c9 |
| 2026-04-11 | 0 | S1_看了未下滑 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 271.475 | 6f6ffdd6 |
| 2026-04-11 | 0 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 28 | 28 | 0 | 280 | 0.000 | 1fe26179 |
| 2026-04-11 | 0 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 10 | 10 | 0 | 100 | 166.325 | b3f77854 |
| 2026-04-11 | 0 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 4 | 2 | 0 | 20 | 0.000 | 0e729ecc |
| 2026-04-11 | 0 | S1_看了未下滑 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 6 | 6 | 0 | 60 | 8.579 | dcfa6aba |
| 2026-04-11 | 0 | S1_看了未下滑 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6.264 | 67718883 |
| 2026-04-11 | 0 | S1_看了未下滑 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10.810 | bf0ec362 |
| 2026-04-11 | 1 | S2_下滑未发起生成 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 549.221 | 049cb920 |
| 2026-04-11 | 1 | S2_下滑未发起生成 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 42.682 | 1702a332 |
| 2026-04-11 | 1 | S2_下滑未发起生成 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 197.959 | 7fef39e4 |
| 2026-04-11 | 1 | S2_下滑未发起生成 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 537.438 | 3f439c80 |
| 2026-04-11 | 1 | S2_下滑未发起生成 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 160 | 342.571 | a0f2dfb7 |
| 2026-04-11 | 1 | S2_下滑未发起生成 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 5 | 0 | 130 | 304.845 | febc33ad |
| 2026-04-11 | 0 | S2_下滑未发起生成 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 20.697 | eeb4203e |
| 2026-04-11 | 0 | S2_下滑未发起生成 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 53.270 | 9b8fe842 |
同步时间：2026-04-13 18:02｜来源：新用户留存与生图保存率深度分析