Dev.to Security ๐Ÿ” Cybersecurity ๐Ÿ‘ 0 ๐Ÿ“– 1 min read

Four datasets you can actually download (CSV and JSON)

I keep four small datasets that I measure or maintain myself, and I publish them as CSV and JSON because people keep asking for the raw numbers behind the tables. e-mail security (SPF, DMARC, MTA-STS) โ€” 102 rows, meas

I keep four small datasets that I measure or maintain myself, and I publish them as CSV and JSON because people keep asking for the raw numbers behind the tables.

  • e-mail security (SPF, DMARC, MTA-STS) โ€” 102 rows, measured 2026-11-09: CSV ยท JSON
  • HTTP security headers (HSTS, CSP, COOP) โ€” 98 rows, measured 2026-11-09: CSV ยท JSON
  • version support and end-of-life dates โ€” 627 rows, measured 2026-11-11: CSV ยท JSON
  • error messages with cause and fix โ€” 149 rows, measured 2026-11-10: CSV ยท JSON

Every file carries its own scan date, the column definitions and the licence (CC BY 4.0). No signup, no rate limit, no tracking โ€” a plain file behind a plain URL.

Two of them are measured from the outside: public DNS for SPF/DMARC/MTA-STS, the response headers of the homepage for HSTS/CSP/COOP. The other two are curated: end-of-support dates per version cycle and 149 error messages with cause, checks and fix.

If you cite them, the suggested citation is in the hub. If you find a wrong reading, the check is reproducible โ€” everything is a single DNS query or a single curl -I.

Hub with column definitions, scan dates and citation: daniele-michelin.com/en/open-data/

First published at daniele-michelin.com. Four datasets, measured weekly, CC BY 4.0 โ€” CC BY means the numbers are yours to reuse, the link is the only price.

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