TikTok Datasets
Leverage IPWeb's deep TikTok datasets to capture the pulse of global short-form video. We deliver structured Creator Profiles, trending Hashtags, video metadata, and comment sentiment data — whether for training multimodal AI models or conducting Social Commerce product selection analysis, this massive dataset empowers you to analyze consumer behavior and emerging trends through user engagement metrics.
Covers Major Global Sites
Strict GDPR & CCPA Compliance
JSON/CSV Format Testing Available
Flexible Pricing, Pay as You Go
Trusted by over 200 clients worldwide
Available TikTok Datasets
Data is updated daily, structured and cleaned, and supports direct integration through API or file download.
TikTok User Comment Sentiment
Comment Text, Timestamps, Usernames, Reply structures.
TikTok Viral Music Tracks
Music IDs, Titles, Artists, Audio URLs, Usage context.
TikTok Trending Video Posts
Video Metadata, Play/Like/Share Stats, URLs, Hashtags, and more.
TikTok Creator Profiles
User IDs, Handles, Nicknames, Avatars from posts and comments.
Available delivery methods
Maximize ROI on data investment through intelligent strategies
Incremental Update Model
Pay only for new or changed records—no need to repurchase the full database. Reduce acquisition costs with precision.
Multi-Source Data Bundling
Buy one or multiple datasets and unlock exclusive discounts. Get a full cross-platform view in a single purchase—better value, broader coverage.
Enterprise Volume Pricing
Built for high-volume demands. The more you buy, the lower the unit price. Deep discounts on bulk extractions and subscriptions—do more for less.
Data Cleaning & Enrichment
Receive pre-cleaned, deduplicated, and standardized data. No post-processing needed—ready for immediate business analysis, saving time and effort.
TikTok Video Metadata & Statistics Dataset Sample
This dataset captures core publishing information of TikTok videos, including video ID, title/caption (with hashtags), posting time, region, and key engagement statistics (plays, likes, shares, downloads). It also provides video playback URLs and dynamic cover links, serving as foundational data for content trend analysis and competitive research.
| Name | Description | Type | Example |
|---|---|---|---|
| id | unique to each company | AZ text | highgoal–capital |
| name | The name of the company | AZ text | Highgoal Capital |
| country_code | The country where the company is located | AZ text | GB,EE |
| locations | General information about the company's locations | [ ] array | ["London, GB", "Tallinn, EE"] |
| followers | The number of followers the company has | # number | 41 |
| employees_in_linkedin | The number of employees listed on LinkedIn | # number | 2 |
| about | A description or summary of the company | AZ text | xtHighgoal Capital is a technology focused in... |
No data set found? Start custom collection
Please let us know your specific project requirements, and we will match you with the appropriate data set to help your project land efficiently.
| Name | Description | Type | Example |
|---|---|---|---|
| video_id | Unique identifier for the video post | AZ text | 7593232998196186381 |
| title | Video caption text, including hashtags | AZ text | Beautiful female speed skater #shorttrack speed skating... |
| region | Region code of the video origin | AZ text | US |
| create_time | Timestamp of video creation | # integer | 1767937381 |
| duration | Video duration in seconds | # integer | 62 |
| play_url | Direct URL to stream the video | ∞ url | https://v19.tiktokcdn.com/... |
| cover_url | URL for the video thumbnail/cover image | ∞ url | https://p16-sign.tiktokcdn-us.com/... |
| play_count | Total number of views | # integer | 457641 |
| digg_count | Total number of likes | # integer | 7579 |
| share_count | Total number of shares | # integer | 580 |
| download_count | Total number of downloads | # integer | 542 |
No data set found? Start custom collection
Please let us know your specific project requirements, and we will match you with the appropriate data set to help your project land efficiently.
Dataset Pricing
Buy from a provider with a large scale and high moral standards
Register now and receive a bonus on your first deposit, up to $25.
Starter Plan
Minimum 100K Records
Suited for small-scale validation and initial use
600K Records Included
$840.00 Monthly Plan
Suited for medium-scale monthly needs
2.5M Records Included
$2,800.00 Semi-Annual Plan
Suited for continuously growing data needs
13M Records Included
$10,400.00 Annual Plan
Suited for long-term data solutions at large enterprises
Do you need more than 10 million data or a custom collection solution?
Instantly Empower AI Agents & LLMs
Our datasets are deeply optimized for RAG and model fine-tuning. Clean structure, full documentation, and multi-language SDK examples—seamlessly integrate e-commerce insights into your AI workflows.
Structured Data
Pre-formatted data ready for training and inference with ChatGPT, Claude, and other AI models.
Multi-Language Code Samples
Code snippets in Python, Java, C#, Node.js, and more. No coding from scratch—copy, paste, and build data pipelines in seconds.
Developer Documentation
Comprehensive API references and field definitions that reduce prompt engineering costs for AI-powered data understanding.
Custom TikTok Datasets Tailored to Your Needs
Easy-to-use, fully structured datasets built for diverse business scenarios.
High-Efficiency Data Extraction
Leverage clean residential proxy IPs to extract global site data in one click. 99%+ success rate, zero blocks, billion-scale collection capability.
Multiple Export Formats
Supports JSON, NDJSON, CSV, Parquet, JSON Lines, gzip compression, and more. Integrate seamlessly with your existing systems.
Flexible Payment Models
Flexible pricing, pay as you go. Covers major global sites. Fully GDPR & CCPA compliant—your data stays secure and compliant.
Unlimited Scaling Architecture
Handle massive concurrent requests via high-throughput proxy IPs. Integrates with Snowflake, Google Cloud, SFTP, and more—peak-ready.
Significant Cost Savings
Optimized proxy rotation and data extraction cut costs by 30%+. No self-hosted infrastructure required—focus on growing your business.
Fully Managed Service
We manage the entire data pipeline—including proxy IP maintenance and monitoring. Reduce operational overhead with guaranteed 24/7 uptime.
Seamless API Integration
Simple API interface with Webhook and S3 support. Quickly connect to your e-commerce system—extract ASINs, prices, reviews, and more.
24/7 Professional Support
Dedicated team on standby for custom guidance and troubleshooting. Combined with proxy optimization for worry-free, high-efficiency data collection.
Data Quality Assurance
AI-driven validation ensures accurate, complete, deduplicated data. Real-time monitoring and reporting included—ideal for product analysis, competitor tracking, and inventory management.
Popular E-Commerce Datasets
TikTok Creator Dataset
Includes creator IDs, usernames, follower profiles, total likes, and contact info — helping brands quickly identify high-fit KOLs for influencer collaborations.
TikTok Video Posts Dataset
Covers video URLs, publish time, view counts, likes/shares, and background music data — ideal for decoding viral video logic and tracking content dissemination trends.
TikTok Comments & Engagement Dataset
Contains user comments below videos, reply hierarchies, and like counts — enabling NLP-driven analysis of audience sentiment and feedback.
TikTok Hashtags Dataset
Includes hashtag names, total view counts, and associated video lists — helping identify trending challenges and untapped traffic pockets to optimize your content strategy.
TikTok Shop Product Dataset
Captures product names, price changes, sales volume, and store ratings — providing cross-border e-commerce sellers with product selection intelligence and competitor sales benchmarking.
TikTok Music Trends Dataset
Includes background music IDs, names, and video usage count trends — helping creators ride the audio wave to boost video completion rates.
Focus on Your Core Business. Leave the Data Collection to Us.
Unlimited Web Scraping
Powered by dynamic residential IPs and intelligent unblocking. Bypass CAPTCHAs and geo-restrictions effortlessly—access data points from public web pages worldwide.
Ready-to-Use, Accurate Data
Every record goes through multi-stage validation and cleaning. Delivery-ready with no post-processing required—directly power your market analysis or AI model training.
Fully Automated Data Pipeline
Scheduled tasks and incremental updates supported. Data auto-delivers to your AWS S3 or database—zero manual intervention from start to finish.
How Companies Use TikTok Datasets
Data-Driven KOL Screening
No more blind spending. Leverage IPWeb's creator profile data to analyze follower demographics, engagement rates, and historical campaign performance — precisely matching KOLs to your brand voice while maximizing marketing ROI and minimizing risk.
Viral Trends & Competitor Analysis
Leverage TikTok Shop product data and trending hashtags for real-time consumer preference insights. Identify competitors' fastest-rising products, spot Niche Market opportunities early, and optimize your supply chain and product selection strategy.
Video Content Understanding & Generation
Provide AI enterprises with massive volumes of structured short-video metadata, comment semantics, and audio data — powering smarter video recommendation algorithms, AIGC content generation models, and cross-lingual sentiment analysis systems.