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AI, data & use cases

Blog > AI, data & use cases
Collection review showing data sources, personal information, jurisdiction and privacy obligations
  • October 20, 2026
  • Andrii Byzov
  • AI, data & use cases

CCPA Web Scraping: Public Data, Business Thresholds and Compliance

Assess scraped datasets under California privacy law, distinguish public availability from online access, and map business thresholds, deletion duties and state-law differences.
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OSINT evidence workflow linking public sources, corroboration, timestamps, and documented conclusions
  • October 19, 2026
  • Andrii Byzov
  • AI, data & use cases

Best OSINT Tools: A Practical Guide to Choosing and Verifying Results

Choose a small OSINT toolkit by evidence type, verify matches, and document uncertainty. Includes official tool references and our own passive domain investigation snapshot.
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Vessel positions near Helsinki with an AIS API request and source comparison
  • October 17, 2026
  • Andrii Byzov
  • AI, data & use cases

Marine Traffic API (MarineTraffic): Access, Pricing, Python and Free AIS Alternatives

Compare MarineTraffic API access with open AIS alternatives, understand pricing questions, and follow a tested Python workflow using vessel positions around Helsinki.
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SEC EDGAR retrieval workflow from company ticker and CIK to filing documents and validated financial facts
  • October 17, 2026
  • Andrii Byzov
  • AI, data & use cases

SEC EDGAR API: Python Examples, Endpoints and Access Rules

Retrieve SEC filing metadata, download a public 10-K, and extract annual financial facts with tested Python, endpoint guidance, and practical access controls.
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Four-step archive retrieval workflow: check availability, enumerate captures, retrieve content, and validate results
  • October 16, 2026
  • Andrii Byzov
  • AI, data & use cases

Wayback Machine API: Check, List, and Retrieve Archived Pages with Python

Choose the right Wayback Machine interface, retrieve archived pages with tested Python, and interpret missing captures, CDX results, and rate limits carefully.
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Patent data access routes comparing BigQuery, search APIs, public pages, and official datasets
  • October 16, 2026
  • Andrii Byzov
  • AI, data & use cases

Google Patents API: Official Access, Python Examples and Alternatives

Choose a patent data access route with verified documentation, a tested Python script, and a small access snapshot covering metadata, missing fields, and costs.
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HTML source becoming structured Markdown through fetching, content extraction, conversion, and normalization
  • October 15, 2026
  • Andrii Byzov
  • AI, data & use cases

HTML to Markdown: How to Convert Web Pages for LLMs (Python and JavaScript)

Convert HTML into clean Markdown with Python and JavaScript, preserve difficult tables, export whole websites, and measure token savings without hiding extraction losses.
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Reddit vs Perplexity
  • October 5, 2026
  • Jennifer R.
  • AI, data & use cases

2026 Data Court Cases: What the Reddit vs Perplexity Lawsuit Means for Data Teams

Just several years ago, arguments regarding scraping ended with demands to stop, written in formal letters, and IP blocks. In 2026, the situation changed: Reddit...
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Article cover
  • September 23, 2026
  • Jennifer R.
  • AI, data & use cases

One scraper, 5 countries, 5 different results: why location decides

Imagine a simple situation: your team tracks competitors’ prices, monitors SERPs, or collects data for market research. The script is ready, the logic is checked,...
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EU AI Act: Checklists for Data Teams
  • September 22, 2026
  • Jennifer R.
  • AI, data & use cases

The EU AI Act: Practical Checklist for Data Teams

If you build AI models, provide data for teams that train LLMs, or manage scraping infrastructure that feeds any of them, you have probably heard...
Read More

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