Public tweet and thread data collection
Configurable for one-time projects or recurring delivery.
Twitter / X Scraping Service
Twitter / X scraping for public tweet data, trending topics, and user profile metadata.
Built for social listening, brand monitoring, trend research, and NLP dataset pipelines.
Use Cases
Core datasets we typically deliver for this target.
Scope is tailored to your target pages and business requirements.
Hashtag and trending topic monitoring
Configurable for one-time projects or recurring delivery.
User profile and follower data extraction
Configurable for one-time projects or recurring delivery.
Brand mention and sentiment dataset building
Configurable for one-time projects or recurring delivery.
Data Fields
Typical fields in delivered output.
Datasets can be sent to your cloud bucket in JSON, CSV, Parquet, or custom schema.
- Tweet text, author, publish date, tweet ID
- Like count, retweet count, reply count, quote count
- Hashtags, mentions, URLs in tweet
- User name, username, bio, follower count, following count
Scope Notes
Practical constraints and delivery expectations.
We keep commitments realistic based on target behavior and agreed project scope.
- Only publicly accessible tweet data is in scope — DMs and protected accounts are not extractable.
- Twitter / X has significantly tightened API access — web extraction strategies are used where API access is constrained.
- Delivery supports one-time and continuous collection schedules.
Engagement
One-time extraction or continuous pipelines.
Send us a quick inquiry and we will scope a solution for you.