Public data, extracted cleanly. I turn messy websites into tidy, ready-to-use JSON.

I build scraping Actors for social & video platforms — converting public pages into structured datasets you can drop into a spreadsheet, a pipeline, or an API. Normalized records, the metadata that actually matters, no half-empty fields.

Feed it profiles, hashtags, search queries, or video URLs and get back enriched records:

Field	Includes
Post	text, language, time, ad/pinned flags, web URL
Author	username, nickname, verified badge, bio, avatar
Video	W×H, duration, definition, cover, downloadable playUrl
Music	track, author, original-sound flag, audio playUrl
Stats	likes, comments, shares, plays, saves

Optional video / cover / subtitle / avatar downloads, proxy rotation, human-like pacing, and structured error items instead of silent failures. Exports JSON / CSV.

• Reliable — persistent sessions, retries, rate limits, graceful error records.
• Honest — every field documented; un-fetchable data returns a clear error item, never a guess.
• Store-ready — clean input schemas, sane defaults, pay-per-event pricing.

Python · Playwright · asyncio · Pydantic · Docker

Need a custom scraper or a dataset tuned to your niche? Open an issue on any of my Actors.

Public content only — always within each site's terms.