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Explore pilot metrics for Automoderator activity on testwiki
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Description

The goal is to do a basic exploration of activity of Automoderator on testwiki till date. This is prep for the first pilot wiki (the queries are intended to be reused).

metrics to be tracked:

IndicatorMetric(s)DimensionsStatus
VolumeNumber of edits being reverted by Automoderator (absolute & percentage of all reverts)Anonymous users, newcomers[1], non-newcomers[2]
Accuracy (False positives)Percentage of Automoderator's reverts reverted back
Accuracy (False negatives)Proportion of reverts not performed by Automoderator while it is turned on-
EfficiencyAverage time taken for Automoderator to revert an edit-
-Average time taken for Automoderator's reverts to be reverted back-
GuardrailPost deployment, proportion of edits reverted by performerAutomoderator, humans, and tool-assisted humans (if applicable)

Event Timeline

KCVelaga_WMF changed the task status from Open to In Progress.
KCVelaga_WMF triaged this task as High priority.

I did some initial exploration of AM's reverts on testwiki (9 edits to be exact) at https://nbviewer.org/urls/gitlab.wikimedia.org/kcvelaga/automoderator-measurement/-/raw/main/pilot_analysis/testwiki_activity.ipynb/%3Fref_type%3Dheads

There isn't anything surprising. I mostly wanted to do some initial data exploration around reverts, build queries and code that can be reused whenever AM is enabled for a few days on the trwiki.

For testwiki, this is complete. Please re-oopen if needed.