🎵 TikTok Hashtag Scraper - Ultimate Hashtag Video & Comment Extractor

Effortlessly scrape TikTok videos by hashtag with our powerful TikTok Hashtag Scraper! This Apify actor enables bulk hashtag-based video discovery, complete metadata extraction, engagement metrics, and optional comment scraping.

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📋 Overview

Need to track trending hashtags, analyze viral content, or build TikTok datasets? This TikTok Hashtag Scraper delivers:

• 🎯 Hashtag-Based Discovery - Scrape videos from multiple hashtags
• 📊 Complete Video Metadata - Titles, durations, engagement metrics
• 💬 Comment Extraction - Optional comment scraping with author details
• 🎵 Music Information - Track details and audio URLs
• 👤 Author Profiles - Creator usernames, nicknames, and avatars
• 🎬 Direct Video URLs - Downloadable video links
• 🌐 Proxy Support - Built-in Apify residential proxy integration

Perfect for social media managers 📈, trend analysts 📊, content creators 🎭, and researchers 🔬!

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⭐ Core Capabilities of TikTok Hashtag Scraper

🎯 Hashtag Discovery

• Multiple Hashtag Support - Scrape videos from multiple hashtags in one run
• Configurable Limits - Set max videos per hashtag
• Direct Video URLs - Scrape specific videos by URL
• Trend Detection - Discover trending content by hashtag

📊 Video Data Extraction

• Complete Video Info - Title, duration, and source URL
• Engagement Metrics - Likes, comments, saves, shares, and plays
• Video Download URLs - Direct CDN video links
• Thumbnail Extraction - High-quality video covers

💬 Comment Scraping

• Comment Extraction - Optional comment scraping per video
• Author Details - Commenter usernames, nicknames, avatars
• Engagement Data - Comment likes and reply counts
• Timestamps - Comment creation dates and times
• Configurable Limits - Set max comments per video

🎵 Music & Author Data

• Music Information - Track ID, title, author, and play URL
• Duration Detection - Audio track length
• Author Profiles - Creator ID, username, nickname, avatar
• Verification Status - Author verification detection

🏷️ Hashtag & Mention Extraction

• Hashtag Detection - All hashtags from video titles
• Mention Detection - All @mentions from titles
• Multi-Hashtag Support - Handle videos with multiple hashtags

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⚙️ Input Configuration

Simply enter hashtags or video URLs, configure limits, and click "Start". Input looks like this:

{
  "hashtags": [
    "viral",
    "challange",
    "video"
  ],
  "max_videos_per_hashtag": 50,
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  },
  "scrape_comments": true,
  "video_urls": [
    {
      "url": "https://www.tiktok.com/@alc.sakib2.0/video/7684494222770277650",
      "method": "GET"
    }
  ],
  "max_comments": 50
}

📝 Input Specifications

Parameter	Type	Required	Default	Description
hashtags	Array	❌ No	[]	Hashtags to scrape videos from
video_urls	Array	❌ No	[]	Direct video URLs to scrape
max_videos_per_hashtag	Integer	❌ No	50	Maximum videos per hashtag
scrape_comments	Boolean	❌ No	false	Enable comment scraping
max_comments	Integer	❌ No	50	Maximum comments per video
proxy.useApifyProxy	Boolean	❌ No	true	Enable Apify proxy
proxy.apifyProxyGroups	Array	❌ No	["RESIDENTIAL"]	Proxy groups

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📤 Output Structure

Your TikTok Hashtag Scraper produces comprehensive video data with engagement metrics and comments:

{
  "video_num": 1,
  "hashtag": "#viral",
  "id": "7691749083597294879",
  "source_url": "https://www.tiktok.com/@sky1760/video/7691749083597294879",
  "video_url": "https://v16m.tiktokcdn-us.com/...",
  "title": "Stank face  #fypシ #viral #music #forfun #fyp ",
  "duration": 14,
  "uploader": "Sky",
  "like_count": 2990,
  "comment_count": 32,
  "save_count": 410,
  "share_count": 92,
  "play_count": 24009,
  "thumbnail": "https://p19-common-sign.tiktokcdn-us.com/...",
  "hashtags": ["viral", "fypシ", "music", "forfun", "fyp"],
  "mentions": [],
  "author": {
    "id": "6808624114987697154",
    "username": "sky1760",
    "nickname": "Sky",
    "avatar": "https://p16-common-sign.tiktokcdn-us.com/...",
    "verified": false
  },
  "music": {
    "id": "7680374242605943583",
    "title": "Bow Bow Bow Zeddy Will x RaeSam",
    "author": "RaeSam",
    "play_url": "https://sf19.tiktokcdn-us.com/obj/ies-music-tx2/7685823574128593694.mp3",
    "duration": 21
  },
  "comments": [
    {
      "id": "7691799563662000909",
      "text": "It's ok stink I'll teach",
      "like_count": 8,
      "reply_count": 1,
      "create_time": 1790886682,
      "created_at": "2026-10-01 20:31:22",
      "author_username": "dauglyboyz",
      "author_nickname": "Keem",
      "author_avatar": "https://p16-common-sign.tiktokcdn-us.com/..."
    }
  ]
}

📖 Output Field Documentation

🔹 Video Identification

Field	Description
video_num	Sequential video number
hashtag	Source hashtag used for scraping
id	TikTok video ID (unique)
source_url	Direct TikTok video URL

🔹 Video Metadata

Field	Description
title	Video title/caption with hashtags
duration	Video length in seconds
uploader	Video uploader nickname
video_url	Direct CDN video download URL
thumbnail	High-quality video cover image

🔹 Engagement Metrics

Field	Description
like_count	Total likes
comment_count	Total comments
save_count	Total saves
share_count	Total shares
play_count	Total video plays

🔹 Content Analysis

Field	Description
hashtags	All hashtags from video title
mentions	All @mentions from video title

🔹 Author Information

Field	Description
author.id	Author unique ID
author.username	Author TikTok handle
author.nickname	Author display name
author.avatar	Author profile picture URL
author.verified	Verification badge status

🔹 Music Information

Field	Description
music.id	Music track ID
music.title	Music track title
music.author	Music artist name
music.play_url	Direct audio play URL
music.duration	Audio track duration

🔹 Comments Data (when enabled)

Field	Description
id	Comment unique ID
text	Comment text content
like_count	Comment likes
reply_count	Comment replies
create_time	Comment timestamp (Unix)
created_at	Comment timestamp (formatted)
author_username	Commenter username
author_nickname	Commenter display name
author_avatar	Commenter profile picture

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🎨 Key Features of This TikTok Hashtag Scraper

📊 Engagement Analytics

• Complete Metrics - Likes, comments, saves, shares, plays
• Cross-Video Comparison - Compare performance across hashtags
• Trend Analysis - Identify viral content patterns
• Engagement Ratios - Calculate interaction rates

💬 Comment Intelligence

• Comment Extraction - Full comment text and metadata
• Author Details - Commenter profiles and avatars
• Engagement Tracking - Comment likes and replies
• Timeline Analysis - Comment creation timestamps

🎵 Music & Audio Data

• Track Information - Music ID, title, and artist
• Audio URLs - Direct MP3 play links
• Duration Detection - Audio track length
• Trending Sounds - Discover popular audio tracks

🎬 Complete Media Extraction

• Video Download URLs - Direct CDN links
• High-Quality Thumbnails - Video cover images
• Author Avatars - Profile pictures
• Multiple URL Support - Direct video scraping

🚀 Performance Features

• Multi-Hashtag Support - Scrape multiple hashtags
• Configurable Limits - Control video and comment counts
• Proxy Rotation - Residential proxy support
• Timestamp Tracking - Precise timing data

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💡 Use Cases for TikTok Hashtag Scraper

• 📈 Trend Analysis - Track viral hashtag performance
• 📊 Content Strategy - Analyze top-performing videos
• 🎭 Creator Research - Study successful content patterns
• 💬 Sentiment Analysis - Analyze comment engagement
• 🎵 Music Discovery - Track trending sounds
• 🔬 Social Research - Study social media dynamics
• 📱 Marketing Campaigns - Identify hashtag opportunities
• 🎯 Competitive Analysis - Benchmark against competitors

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✨ Why Choose Our TikTok Hashtag Scraper?

• ⚡ Fast & Efficient - Quick hashtag video extraction
• 🎯 100% Accurate - Preserves all data without alteration
• 📦 Complete Data - Everything from engagement to comments
• 🔄 Regular Updates - Adapts to TikTok changes
• 🛡️ Production Ready - Reliable with thousands of videos
• 💰 Cost Efficient - Optimized for minimal compute time
• 🔒 Privacy Focused - No personal data stored or shared

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⚠️ Limitations

• Only works with public TikTok videos
• Private accounts are not accessible
• Comment scraping adds additional processing time
• Rate limits may apply for high-volume scraping
• Video URLs may expire after a certain period

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📧 Need Custom Features for Your TikTok Hashtag Scraper?

Want additional video fields, specific hashtag filters, custom output formats, advanced analytics, or automated reporting?

✉️ Email codenest2.0@gmail.com for tailored enterprise solutions!

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