TikTok Influencer Engagement Metrics

This dataset provides detailed engagement metrics for TikTok influencer posts, including video performance, audience growth, and cross-platform mentions. It enables marketers, startups, and researchers to analyze influencer effectiveness, optimize campaigns, and uncover network trends across social media platforms.

  • opened 5 times
  • last updated 23 Oct 2025
  • by GoMask
The brief that made it

Influencer campaign performance analysis

Sample rows

preview · 8 of 200 rows · all 23 columns
influencer_idstringengagement_ratefloatis_sponsoredbooleancross_platforms_mentionedstringinfluencer_usernamestringinfluencer_full_namestringinfluencer_countrystringpost_idstringpost_datetimedatetimepost_captionstringpost_hashtagsstringpost_video_urlstringvideo_duration_secondsfloatviews_countintegerlikes_countintegercomments_countintegershares_countintegeraudience_growth_absoluteintegeraudience_growth_percentfloatfollower_countintegercross_platform_mentions_countintegercampaign_idstringbrand_mentionedstring
tiktk_00010.2085falseInstagram,Twitterdance.with.liaLia MorrisonUSApost_000012024-02-05T15:38:00ZKicking off the week with my favorite moves! #dancechallengedancechallenge,weekstart,funhttps://tiktok.com/v/0000142.54820095003901104200.874861012blankblank
tiktk_00020.1775falseInstagram,YouTubekpop.star.jinJin ParkKoreapost_000022024-01-15T10:06:00ZNew choreography just dropped! Who's joining in?kpop,choreography,dancehttps://tiktok.com/v/0000258.21520002600080029018001.2814080032blankblank
tiktk_00030.2005falseInstagram,Facebookfoodie.paradiseCamille ThorneFrancepost_000032024-03-10T17:19:00ZThe best croissants in Paris? Let me show you!paris,foodie,croissanthttps://tiktok.com/v/0000365.863800121005201505501.124926014blankblank
tiktk_00040.1773trueTwitter,YouTube,Instagramtech_tommyTommy LeeUSApost_000042024-02-20T20:31:00ZUnboxing the latest gadget! #techreviewtechreview,gadgets,unboxinghttps://tiktok.com/v/0000481.518040030500120034024001.3517710040camp_001Samsung
tiktk_00050.2426falseInstagram,Pinterestfit.with.zaraZara PatelUKpost_000052024-03-15T07:29:00ZMorning stretches for a healthy start!wellness,fitness,morningroutinehttps://tiktok.com/v/0000539.1287006600260822801282005blankblank
tiktk_00060.1964falseYouTube,Twitchgaming.jakeJake SimmonsCanadapost_000062024-01-22T23:17:00ZCheck out my latest game strategy! #gamingtipsgamingtips,strategy,gameplayhttps://tiktok.com/v/0000694.758800110004101604800.845715018blankblank
tiktk_00070.2081falseInstagram,Pinterestbeauty.by.anaAna VasquezSpainpost_000072024-03-03T11:44:00ZSpring makeup look! Loving these colors.makeup,springlook,beautyhttps://tiktok.com/v/0000756.3396007600310953700.983777013blankblank
tiktk_00080.2116falseInstagram,LinkedInhealth.ryanRyan ChenUSApost_000082024-02-12T06:24:00Z5 easy tips for better sleep tonight.health,sleep,wellnesshttps://tiktok.com/v/0000833.2245004800170532100.87241205blankblank

What the 200 rows show

from the 200-row sample
  • 9%is_sponsored = true
  • 0.20median engagement_rate
  • 34influencer countries
  • 44.8median video_duration_seconds
  • 15,278median views_count
  • 2,924median likes_count
engagement_rate200 rows, in bands of 0.02
03570511730154261161210.080.180.28engagement_rate →

Median 0.20, from 0.08 to 0.26.

cross_platforms_mentioned186 rows with a value · 14 left blank
  1. Instagram68
  2. Instagram,Pinterest29
  3. Instagram,Facebook18
  4. Instagram,YouTube12
  5. Instagram,Twitter10
  6. YouTube,Instagram9
  7. YouTube,Twitch8
  8. Instagram,YouTube,Twitter4
  9. LinkedIn4
  10. YouTube,LinkedIn4
23 columns by typefrom the column list below
  • string 11
  • integer 7
  • float 3
  • datetime 1
  • boolean 1

Columns

23 columns in four groups
blueprint · 23 columns
columntypedescriptionexample
Text 11 columns
influencer_idstringUnique identifier for the TikTok influenceruniquetiktk_0001
influencer_usernamestringTikTok handle or username of the influencerdance.with.lia
influencer_full_namestringFull name of the influenceroptionalLia Morrison
influencer_countrystringCountry where the influencer is primarily basedoptionalUSA
post_idstringUnique identifier for the TikTok postuniquepost_00001
post_captionstringText caption or description of the TikTok postoptionalDesert safari adventure!
post_hashtagsstringComma-separated list of hashtags used in the postoptionalkpop,choreography,dance
post_video_urlstringURL to the TikTok videooptionalhttps://tiktok.com/v/00001
cross_platforms_mentionedstringComma-separated list of platforms where the influencer or post was mentioned (e.g., 'Instagram,Twitter')optionalInstagram,Twitter
campaign_idstringUnique identifier for the marketing campaign (if applicable)optionalcamp_001
brand_mentionedstringName of the brand mentioned in the post (if any)optionalSamsung
Numbers 10 columns
video_duration_secondsfloatLength of the TikTok video in seconds0 or more · optional42.5
views_countintegerNumber of views the TikTok post received0 or more48200
likes_countintegerNumber of likes the TikTok post received0 or more9500
comments_countintegerNumber of comments the TikTok post received0 or more390
shares_countintegerNumber of times the TikTok post was shared0 or more110
engagement_ratefloatCalculated engagement rate for the post (e.g., (likes + comments + shares) / views)0 to 1 · optional0.2085
audience_growth_absoluteintegerAbsolute change in influencer's follower count since previous postoptional420
audience_growth_percentfloatPercentage change in influencer's follower count since previous post-100 to 100 · optional0.87
follower_countintegerTotal number of TikTok followers at the time of post0 or more48610
cross_platform_mentions_countintegerNumber of times this post or influencer was mentioned on other platforms (Instagram, Twitter, YouTube, etc.) within a defined period0 or more · optional12
Dates and times 1 column
post_datetimedatetimeDate and time when the TikTok post was published2024-02-05T15:38:00Z
True or false 1 column
is_sponsoredbooleanIndicates if the post is part of a sponsored campaignoptionalfalse

Use it for

  • is sponsored9%18 of 200 rows

    A social media dashboard

    The is_sponsored rate, engagement_rate and a breakdown of cross_platforms_mentioned. Excel, Power BI or Tableau.

  • Why do 18 of 200 rows have is_sponsored = true?

    A class exercise

    Hand out the rows and one question. Everyone works from the same 200 rows.

  • A software demo

    Believable influencers with influencer_username, influencer_full_name and influencer_country to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 23 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset200 rows23 columns
Yours1,000 rows23 columnsinfluencer_country: UK only

blueprint · tiktok-influencer-engagement-metrics

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 23 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 record represents a unique influencer-video pairing
  • Includes engagement metrics across TikTok, Instagram, and Twitter
  • Influencer follower counts updated weekly
  • Cross-platform mentions aggregated daily
  • Videos tagged by content type and audience sentiment
  • Missing data imputed for inactive days
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
tiktok-influencer-engagement-metrics

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