Expert Tutorial

How to Use TikTok Scraper to Extract Data (2026 Guide)

A step-by-step guide on how to use TikTok Scraper to extract data and export it to Excel or CSV without coding.

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What is TikTok Scraper?

Extract TikTok videos, user profiles, hashtags, and music data. Crucial for understanding short-form video trends and viral content.

The TikTok Scraper is the ultimate data extraction tool for the world's fastest-growing social network. It allows content creators, marketers, and researchers to scrape comprehensive data from TikTok, including user profiles, individual video statistics, trending hashtags, and music/audio tracks. One of its standout features is the ability to extract direct download links for high-definition TikTok videos without the watermark. Whether you are analyzing organic reach, tracking viral challenges, discovering new influencers, or building a library of user-generated content, this scraper provides fast, structured data in JSON or Excel formats, completely bypassing TikTok's aggressive anti-scraping firewalls.

Key Features

  • Scrape completely public TikTok user profiles and bios
  • Extract videos by username, hashtag, or music track
  • Download direct links to watermark-free MP4 videos
  • Get precise engagement metrics (views, likes, shares, comments)
  • Extract video metadata (duration, resolution, transcript)
  • Scrape trending hashtags and associated videos
  • No TikTok account login required

How to Extract Data (Step by Step)

Extracting data using the TikTok Scraper is incredibly straightforward. It runs entirely in the cloud, meaning you don't need to install any desktop software.

  1. Click the 'Try for Free' button to access the TikTok Scraper on Apify.
  2. Log in to your free Apify account.
  3. In the input fields, enter your target TikTok usernames (e.g., 'khaby.lame'), hashtags, or specific video URLs.
  4. Set the limit for how many videos you want to extract.
  5. Click 'Start'. The actors usually take a few seconds per video.
  6. Download the results in the format of your choice, including direct links to download the videos.
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What does the exported data look like?

You can export the results into Excel, CSV, JSON, or HTML. Here is a sample of what the raw JSON data looks like:

{
  "id": "7300456189234123456",
  "text": "Check out this amazing life hack! #diy #lifehack",
  "createTime": 1700000000,
  "authorMeta": {
    "name": "LifeHackerHQ",
    "nickName": "Life Hacker",
    "verified": true,
    "fans": 1500000,
    "heart": 45000000
  },
  "musicMeta": {
    "musicName": "Original Sound - LifeHackerHQ",
    "musicAuthor": "LifeHackerHQ"
  },
  "playCount": 2500000,
  "diggCount": 350000,
  "shareCount": 15000,
  "commentCount": 4500,
  "videoUrlNoWaterMark": "https://v16-webapp.tiktok.com/video/mp4/no-watermark...",
  "hashtags": [
    { "name": "diy" },
    { "name": "lifehack" }
  ]
}