Social Media
20 columns
200 rows
8 formats

Community Management Interaction Logs

This dataset provides detailed logs of moderator interactions across social platforms, including user actions, content moderation, escalation events, and resolution statuses. It enables community managers to track moderation effectiveness, identify trends, and resolve issues efficiently, supporting healthy and engaged online communities.

last updated 20 Aug 2025
by GoMask

The brief that made it

Moderator performance analysis and reporting

Sample rows

preview · 8 of 200 rows · all 20 columns

interaction_idstring	interaction_typestring	escalated_to_adminboolean	content_typestring	timestampdatetime	moderator_idstring	moderator_usernamestring	user_idstring	user_usernamestring	community_idstring	community_namestring	action_takenstring	content_idstring	resolution_statusstring	user_reportedboolean	report_idstring	platformstring	interaction_reasonstring	content_textstring	resolution_notesstring
int-000001	message	false	blank	2023-12-31T09:02:15Z	mod-101	PlantMod1	user-3201	GreenLeaf82	comm-980	PlantLovers	none	blank	resolved	false	blank	Reddit	blank	blank	User asked about watering schedule and received advice.
int-000002	warning	false	post	2024-01-01T21:17:43Z	mod-102	MarineMod	user-7882	OceanicFan99	comm-981	MarineBiology	issued_warning	post-1192	resolved	true	report-4001	Discord	Repeated off-topic posting in research discussion threads.	Does anyone know about coral reproduction rates in Atlantic reefs?	Warning issued for off-topic post. User acknowledged.
int-000003	ban	true	comment	2024-02-29T13:45:08Z	mod-103	TravelMod	user-5568	BackpackerTom	comm-982	WorldTravellers	banned_user	comment-7894	in_review	true	report-4002	Facebook	User posted spam links repeatedly despite previous warnings.	Check out this amazing deal! Visit www.spamlink.com for free flights!	Ban escalated for admin review due to repeated spam.
int-000004	note	false	blank	2024-03-01T15:30:44Z	mod-104	StarMod	user-1002	JediSam	comm-983	StarWarsHub	none	blank	closed	false	blank	Discord	blank	blank	Note added regarding bot activity in trivia thread.
int-000005	warning	false	comment	2024-03-28T20:01:10Z	mod-105	BotanicMod	user-2213	SproutGirl	comm-980	PlantLovers	issued_warning	comment-4821	resolved	true	report-4003	Reddit	Inappropriate language used in comment section.	Your advice is stupid, plants don't grow like that.	Warning issued; user reminded of community guidelines.
int-000006	message	false	blank	2024-04-01T11:23:39Z	mod-106	ReefMod	user-4345	BlueTide	comm-981	MarineBiology	none	blank	resolved	false	blank	Facebook	blank	blank	Moderator answered a user question about aquarium setups.
int-000007	mute	false	message	2024-04-15T16:48:00Z	mod-107	TravelMod2	user-1098	NomadMike	comm-982	WorldTravellers	muted_user	message-9021	pending	true	report-4004	Discord	User was flooding chat with repeated messages.	Anyone here? Hello? Can someone answer me? Please?	User muted for 24 hours due to spamming.
int-000008	message	false	blank	2024-05-01T08:14:05Z	mod-101	PlantMod1	user-3421	FernFanatic	comm-980	PlantLovers	none	blank	resolved	false	blank	Reddit	blank	blank	User asked about fertilizer brands, received suggestions.
int-000009	escalation	true	profile	2024-05-17T22:05:22Z	mod-108	StarMod2	user-2104	DroidHunter	comm-983	StarWarsHub	escalated_issue	profile-1072	pending	true	report-4005	Facebook	Harassment report escalated for admin review.	Profile flagged for repeated harassment in direct messages.	Issue escalated to admin due to severity.
int-000010	note	false	blank	2024-05-31T19:20:40Z	mod-109	BotanicMod2	user-2214	RootRambler	comm-980	PlantLovers	none	blank	closed	false	blank	Discord	blank	blank	Moderator left a note about seasonal contest.
int-000011	ban	true	message	2024-06-01T07:54:38Z	mod-110	ReefExpert	user-7214	CoralKeeper	comm-981	MarineBiology	banned_user	message-9002	resolved	true	report-4006	Discord	User posted hate speech in group chat.	I hate people who love marine life. You're all losers!	User banned, admin confirmed action.
int-000012	warning	false	post	2024-01-15T18:23:59Z	mod-111	TravelQueen	user-8791	GlobeWalker	comm-982	WorldTravellers	issued_warning	post-1203	resolved	false	blank	Facebook	Posted misleading information about visa requirements.	You don't need a visa for Brazil if you're from any country.	Warning issued and post corrected.
int-000013	mute	false	comment	2024-02-01T12:06:30Z	mod-112	JediMaster	user-3011	SithSlayer	comm-983	StarWarsHub	muted_user	comment-4502	pending	true	report-4007	Reddit	User ignored moderator and continued posting spoilers.	Luke dies in the movie! Can't believe it!	Muted user for 48 hours for posting spoilers.
int-000014	message	false	blank	2024-03-15T09:22:14Z	mod-113	ModSprout	user-6821	MossyM	comm-980	PlantLovers	none	blank	resolved	false	blank	Facebook	blank	blank	Moderator explained photo contest rules to a user.
int-000015	escalation	true	post	2024-04-20T23:54:06Z	mod-114	OceanMod	user-2148	SeaWeed47	comm-981	MarineBiology	escalated_issue	post-1244	pending	true	report-4008	Reddit	Copyright infringement reported, escalated for admin review.	Copied images from scientific journal without permission.	Issue pending. Awaiting admin response.
int-000016	ban	true	post	2024-05-10T06:11:11Z	mod-115	TravelKing	user-4127	JetSetter21	comm-982	WorldTravellers	banned_user	post-1251	resolved	true	report-4009	Discord	User posted inappropriate images.	Image post flagged for nudity and violation of rules.	User banned, images removed.
int-000017	note	false	blank	2024-06-01T18:51:27Z	mod-116	StarMod3	user-9802	HanSoloFan	comm-983	StarWarsHub	none	blank	closed	false	blank	Facebook	blank	blank	Note about system maintenance scheduled for next week.
int-000018	warning	false	post	2024-01-03T03:38:03Z	mod-117	PlantMod2	user-7622	OrchidGuy	comm-980	PlantLovers	issued_warning	post-1287	resolved	false	blank	Discord	Excessive self-promotion in posts.	Visit my website for the best orchid care advice!	Warning issued, post edited.
int-000019	mute	false	message	2024-02-20T10:20:59Z	mod-118	ReefMod2	user-4717	TideSurfer	comm-981	MarineBiology	muted_user	message-9202	pending	true	report-4010	Facebook	User posted repetitive memes in chat.	Check this meme! Check this meme! Check this meme! LOL	Muted user for 12 hours for chat flooding.
int-000020	message	false	blank	2024-03-05T14:02:23Z	mod-119	TravelMod3	user-5124	PassportPete	comm-982	WorldTravellers	none	blank	resolved	false	blank	Reddit	blank	blank	Moderator responded to user about travel insurance.

What the 200 rows show

from the 200-row sample

Ban (interaction type) stands out: 29 of its 29 rows have escalated_to_admin = true, against 18 of 171 for the rest.

24%escalated_to_admin = true
3platforms
5resolution statuses
6action takens
8community names
16communities

Escalated to admin rate by interaction_typeescalated_to_admin = true

content_type125 rows with a value · 75 left blank

post45
comment38
message21
other12
profile9

20 columns by typefrom the column list below

string 17
datetime 1
boolean 2

Columns

20 columns in three groups

blueprint · 20 columns
column	type	description	example
Text 17 columns
`interaction_id`	string	Unique identifier for each interaction log entryunique	int-000001
`moderator_id`	string	Unique identifier for the moderator involved in the interaction	mod-101
`moderator_username`	string	Username of the moderator	PlantMod1
`user_id`	string	Unique identifier for the user involved in the interaction	user-3201
`user_username`	string	Username of the user	GreenLeaf82
`community_id`	string	Unique identifier for the community or group where the interaction occurred	comm-980
`community_name`	string	Name of the community or group8 names	PlantLovers
`interaction_type`	string	Type of interaction (e.g., warning, ban, message, escalation, mute)7 values	message
`interaction_reason`	string	Moderator's stated reason for the interactionoptional	User posted hate speech.
`action_taken`	string	Specific action taken by the moderator (e.g., deleted post, issued warning, banned user)7 values	none
`content_id`	string	Unique identifier for the content involved (e.g., post, comment, message)optional	post-1192
`content_type`	string	Type of content involved (e.g., post, comment, message)post · comment · message · profile · other · optional	post
`content_text`	string	Text of the content involved in the interaction, if applicableoptional	🐟🐠🐡🐙🐬🐳🐋🐚🐚🐚🐚🐚
`resolution_status`	string	Status of the interaction (e.g., resolved, pending, in_review, closed)resolved · pending · in_review · closed · other	resolved
`resolution_notes`	string	Notes on how the issue was resolved or any follow-up actionsoptional	Muted user for 24 hours.
`report_id`	string	Unique identifier for the user report, if applicableoptional	report-4001
`platform`	string	Name of the social platform (e.g., Discord, Reddit, Facebook)3 platforms	Reddit
Dates and times 1 column
`timestamp`	datetime	Date and time when the interaction occurred	2023-12-31T09:02:15Z
True or false 2 columns
`escalated_to_admin`	boolean	Indicates if the issue was escalated to an administrator	false
`user_reported`	boolean	Indicates if the interaction was initiated due to a user report	false

Use it for

A social media dashboard
The escalated_to_admin rate, escalated_to_admin by interaction_type and a breakdown of content_type. Excel, Power BI or Tableau.
Why do 47 of 200 rows have escalated_to_admin = true?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Interactions200
int-000001message
int-000003ban
int-000009escalati…
A software demo
Believable interactions with timestamp, moderator_id and moderator_username to fill a screen in front of a buyer.

This dataset200 rows20 columns

Yours1,000 rows20 columns

blueprint · community-management-interaction-logs

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 20 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

Record user interaction type and timestamp
Track moderation events
Flag high-activity users
Exclude private messages

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: community-management-interaction-logs

What should your data show?

No signup. No card.

Sample rows

What the 200 rows show

Columns

Use it for

A social media dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Social Media

What should your data show?