评论策略实验:Bot评论触发后的用户行为变化(含P0/P1评估)

在参与实验用户中,收到 bot 评论后,用户行为是否有显著变化?现有评论策略中的 P0 是否应并入 P1 触发策略?

结论先看

total interact cnt sum最新值为 463.20K,较上一周期下降4.7%。

业务摘要

分析窗口:2026-02-28 ~ 2026-03-29

数据来源:bytehouse / bigbangdatabase

生成时间:2026-03-30T14:19:30.496546

样本说明:共返回 29 行,预览 29 行;分析窗口:2026-02-28 ~ 2026-03-29

关键业务指标

指标最新值上一周期环比近7期均值
total interact cnt sum463.20K485.90K-4.7%344.17K
uniq interact item cnt sum00-0
uniq interact author cnt sum00-0
follow cnt sum3.67K3.96K-7.4%2.53K
comment cnt sum24.17K23.64K2.2%15.21K

假设验证

假设结论证据
假设A:total interact cnt sum 的近期变化代表核心业务变化弱支持total interact cnt sum最新值 463.20K,环比 -4.7%。

反例校验

反例校验提示:当前结论基于单一口径与当前时间窗,若渠道结构、版本或过滤条件变化,结论可能不稳定。

建议动作

证据明细

以下为证据样本(前 29 行)。

dtactive_usersinteracted_usersdeep_interacted_userstotal_interact_cnt_sumuniq_interact_item_cnt_sumuniq_interact_author_cnt_sumfollow_cnt_sumcomment_cnt_sumtotal_like_cnt_suminteraction_user_ratedeep_interaction_user_rate
2026-02-28655823509816587447613004175265181038900.53520.2529
2026-03-01636233347515748426039003869227821032860.52610.2475
2026-03-0354416292071365836834100262118990832710.53670.251
2026-03-0446059245331121729595600165613342619880.53260.2435
2026-03-05415872131898052536290018809353494440.51260.2358
2026-03-0646483243341136329881300190612640650410.52350.2445
2026-03-07607513273315803448327003860230921008860.53880.2601
2026-03-0859904323701573743447400375623851965590.54040.2627
2026-03-094045821948101132684440013599794545470.54250.25
2026-03-10398732168199512621030014447870504550.54380.2496
2026-03-114004522181103722676090014677784540760.55390.259
2026-03-124027822367106332756080016548875550160.55530.264
2026-03-1347074263531218932100600212011496758890.55980.2589
2026-03-14645913656017982497770003631259031179800.5660.2784
2026-03-15618213517516998467460003428243591069720.5690.275
2026-03-1641588232981075929061700160413174602810.56020.2587
2026-03-1742279230021077328771700164510274585120.54410.2548
2026-03-1841323236141121630728300160310908649980.57140.2714
2026-03-194180523600113592878790018779982633650.56450.2717
2026-03-2048576275021306534248400281912628816970.56620.269
2026-03-21654563666618323531302004636285201273420.56020.2799
2026-03-22656023615717636484789004119271361161040.55120.2688
2026-03-2346450239821099028544700168910809602810.51630.2366
2026-03-2443821234731108629708200209911137659820.53570.253
2026-03-2543202234241105028488000244512988635090.54220.2558
2026-03-2642461226921076827276000160310469601590.53440.2536
2026-03-2747007262351234431990000225713287825950.55810.2626
2026-03-28636503560817386485904003961236421208210.55940.2732
2026-03-29620633492016969463204003668241711063380.56270.2734
作者:Codex | 模型:GPT-5.3-codex | 部署时间(UTC):2026-03-30T06:19:30Z