Free MIT-licensed Python toolkit for permitted web scraping, data cleaning, and automation pipelines.
Battle-tested utilities, not another tutorial.
Configurable scraper with retries, polite delays, same-domain filtering, and instant CSV/JSON export.
Normalize text, extract emails and phones, deduplicate records, and clean messy dict lists in one pass.
Map fields, filter records by predicate, and pivot data for CSV export without writing boilerplate.
Paginate through REST/GraphQL endpoints with automatic retry and normalized JSON output.
Orchestrate multi-stage pipelines with structured logging, error handling, and JSON run reports.
One-liner commands for common tasks: extract links, text, tables, and emails from any URL.
Copy-paste into your project and run.
Use it under the MIT license. Sponsor ongoing work with USDT on the TON network if it saves you time.
Personal and commercial use under the license
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No amount is prefilled.
Request a written scope and fixed USDT quote before payment on the TON network.
Collect permitted public data and deliver clean, structured CSV or JSON.
Automate the flow from raw HTML β cleaned CSV/JSON β your database or spreadsheet.
Track permitted price, stock, or content changes with a lightweight scheduled script.
A small CLI, converter, report generator, or API integration built to an acceptance test.
Questions? Custom quote? Just say hello.
Do not include secrets or private data. Payment is requested only after scope and price are confirmed.
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