Social Media Moderation Workflow Tracker

This dataset provides a comprehensive, step-by-step record of social media content moderation workflows, capturing flagging events, review actions, escalation patterns, and audit notes. It enables platform managers to analyze operational bottlenecks, monitor moderation speed, and ensure transparency in content governance, supporting compliance and process improvement.

  • last updated 27 Nov 2025
  • by GoMask
The brief that made it

Moderation workflow bottleneck analysis

Sample rows

preview · 8 of 65 rows · all 16 columns
task_idstringescalation_reasonstringreview_outcomestringcontent_idstringflagged_by_user_idstringflag_reasonstringflagged_datetimedatetimeassigned_moderator_idstringreview_start_datetimedatetimereview_end_datetimedatetimeescalated_to_team_idstringresolution_datetimedatetimefinal_resolutionstringtask_statusstringplatform_namestringaudit_trail_notesstring
MOD-00001blankblankCNT-10001USR-501spam2023-10-02T12:23:15ZblankblankblankblankblankblankpendingChatterBoxblank
MOD-00002blankremovedCNT-10002USR-502hate_speech2023-10-03T14:36:42ZMODR-232023-10-03T15:00:14Z2023-10-03T15:18:46Zblank2023-10-03T15:18:46Zcontent_removedresolvedPhotoStreamRemoved due to clear violation of hate speech policy.
MOD-00003legal_reviewescalatedCNT-10003USR-503nudity2023-10-04T09:15:09ZMODR-192023-10-04T10:00:21Z2023-10-04T10:07:58ZTEAM-LGL2023-10-05T13:44:12Zcontent_removedclosedChatterBoxEscalated for potential legal issue, removed after review.
MOD-00004blankremovedCNT-10004USR-504violence2023-10-05T11:47:36ZMODR-212023-10-05T12:10:04Z2023-10-05T12:16:35Zblank2023-10-05T12:16:35Zcontent_removedresolvedShareItGraphic violence removed per policy.
MOD-00005blankwarning_issuedCNT-10005USR-505misinformation2023-10-06T17:27:59ZMODR-222023-10-06T18:01:27Z2023-10-06T18:09:50Zblank2023-10-06T18:09:50Zwarning_issuedresolvedPhotoStreamWarning issued for spreading unverified information.
MOD-00006blankblankCNT-10006USR-506other2023-10-07T10:08:23ZblankblankblankblankblankblankpendingChatterBoxblank
MOD-00007blankblankCNT-10007USR-507spam2023-10-07T13:47:45ZMODR-252023-10-07T14:05:02Zblankblankblankblankin_reviewShareItAwaiting review.
MOD-00008policy_ambiguityescalatedCNT-10008USR-508nudity2023-10-08T16:23:08ZMODR-182023-10-08T16:45:00Z2023-10-08T16:53:01ZTEAM-POL2023-10-09T11:22:39Zcontent_reinstatedclosedPhotoStreamAmbiguous case, reinstated after escalation.

What the 65 rows show

from the 65-row sample
  • 4final resolutions
  • 4task statuses
  • 6flag reasons
  • 6platform names
escalation_reason10 rows by value
0244complex_case6%3legal_review5%3policy_ambig…5%
review_outcome40 rows with a value · 25 left blank
  1. removed14
  2. approved11
  3. escalated10
  4. warning_issued5
16 columns by typefrom the column list below
  • string 12
  • datetime 4

Columns

16 columns in two groups
blueprint · 16 columns
columntypedescriptionexample
Text 12 columns
task_idstringUnique identifier for each moderation workflow taskuniqueMOD-00001
content_idstringUnique identifier for the flagged content under moderationCNT-10001
flagged_by_user_idstringIdentifier of the user who initially flagged the contentUSR-501
flag_reasonstringReason provided for flagging the content (e.g., spam, hate speech, nudity)6 valuesspam
assigned_moderator_idstringIdentifier of the moderator assigned to review the taskoptionalMODR-23
review_outcomestringOutcome of the moderation review (e.g., approved, removed, escalated, warning issued)approved · removed · escalated · warning_issued · no_action · optionalremoved
escalated_to_team_idstringIdentifier for the team or person the task was escalated to, if applicableoptionalTEAM-LGL
escalation_reasonstringReason for escalation (e.g., complex case, legal review, policy ambiguity)complex_case · legal_review · policy_ambiguity · other · optionallegal_review
final_resolutionstringFinal resolution status of the moderation task (e.g., content removed, reinstated, warning issued)4 values · optionalcontent_removed
audit_trail_notesstringFree-text notes capturing key decisions, actions, and comments throughout the moderation workflowoptionalAwaiting review.
task_statusstringCurrent status of the moderation workflow taskpending · in_review · escalated · resolved · closedpending
platform_namestringName of the social media platform where the content originated6 namesChatterBox
Dates and times 4 columns
flagged_datetimedatetimeTimestamp when the content was flagged2023-10-02T12:23:15Z
review_start_datetimedatetimeTimestamp when the moderator began reviewing the flagged contentoptional2023-10-03T15:00:14Z
review_end_datetimedatetimeTimestamp when the moderator completed their reviewoptional2023-10-03T15:18:46Z
resolution_datetimedatetimeTimestamp when the moderation task was resolvedoptional2023-10-03T15:18:46Z

Use it for

  • rows6516 columnsrows by escalation re…4comple…3legal_…3policy…

    A social media dashboard

    A breakdown of review_outcome. Excel, Power BI or Tableau.

  • What pattern can you find in 65 rows?

    A class exercise

    Hand out the rows and one question. Everyone works from the same 65 rows.

  • A software demo

    Believable tasks with content_id, flagged_by_user_id and flag_reason to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 16 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

10,000 rows of yours: $12.99One-time. No subscription. All prices

This dataset65 rows16 columns
Yours10,000 rows16 columns

blueprint · social-media-moderation-workflow-tracker

Behind this dataset

Same schema. As many rows as you need.

These 65 rows came out of a blueprint — 16 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Each moderation task has a unique ID and timestamp.
  • Content type, severity, and flagging reason must be recorded.
  • Escalation path and reviewer assignment are logged for every task.
  • Resolution status and time-to-resolution are required.
  • Audit entries are immutable after creation.
Rows
Open the blueprint in Data Factory

1 credit per row. New accounts start with 25 free credits.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
social-media-moderation-workflow-tracker

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