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README.md

TikTok Videos: 5.6 billion

5,597,462,038 public TikTok videos (2014 → Oct 2026): captions, hashtags, sounds, TikTok Shop links and engagement stats. One Parquet file per month in data/. Snapshot of 2026-10-03.

Need more? → datasocial.ai

Creator profiles, sounds, daily history, a live database updated every day, and the scraper code.

Query it

DuckDB (reads only the columns it needs):

SELECT hashtag, count(*) AS videos
FROM (SELECT unnest(hashtags) AS hashtag FROM 'hf://datasets/datasocial/tiktok-5.6B-videos/data/2026-09.parquet')
GROUP BY hashtag ORDER BY videos DESC LIMIT 20;

Python:

import pandas as pd
df = pd.read_parquet("hf://datasets/datasocial/tiktok-5.6B-videos/data/2026-09.parquet",
                     columns=["video_id", "posted_at", "views", "caption"])

Columns

Column Type Notes
video_id UInt64 tiktok.com/@_/video/{video_id}
posted_at DateTime UTC
country String region TikTok gives the video
language String un = undetermined
type String video or photo
duration_ms UInt32 0 on photos
image_count UInt8 photo posts
width, height UInt16 pixels
caption String
hashtags, hashtag_ids Array lower-case, parallel arrays
mentions Array(UInt64) creator_ids
on_screen_text Array(String) text stickers
sound_id UInt64 0 = none
is_ad UInt8 Spark Ads
branded_content String paid_partnership, shop_affiliate or empty
product_id, seller_id UInt64 TikTok Shop; 0 = none
is_shop_video UInt8
is_ai_generated UInt8, nullable null = TikTok did not say
not_recommended_for_fyp UInt8, nullable TikTok keeps it off the For You page
sound_muted UInt8 audio removed for copyright
views, likes, comments, shares, saves, downloads UInt64 as of stats_updated_at
engagement_rate Float32, nullable (likes+comments+shares+saves) / views
stats_updated_at DateTime UTC

Older videos come from an archive: some fields are 0 or null there (size, downloads, AI flag), and duration is rounded to the second.

License

CC BY-NC 4.0: free for research and personal use. Commercial use, creator profiles and daily updates: datasocial.ai.

Total size
460 GB
Files
150
Last updated
Oct 5
Pre-warmed CDN
US EU US EU

Contributors