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README.md
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@@ -19,9 +19,9 @@ issuer, DNS provider, analytics, and more — detected from homepage HTML and re
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aggregated into the tables below, plus a stratified ~10,000-domain row-level sample.
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Companion to the study **[We Fingerprinted the Top 1,000,000 Websites. The Top 1,000 Run a
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Completely Different Stack.](https://crawlora.net/blog/top-1-million-websites-techstack-2026)**.
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The same underlying census is browsable and filterable as a
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[queryable Tech Stack dataset](https://crawlora.net/datasets/techstack).
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## Headline findings
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Homepage HTML and response headers for the Tranco top-1,000,000 domains were fingerprinted
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against a technology-signature database (CDN, CMS, ecommerce, analytics, web server, and more)
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— the same category of detection BuiltWith and Wappalyzer use. HTTP-only (no browser
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rendering); Tranco-seeded only. Collected via the [Crawlora](https://crawlora.net) web-data API.
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### Caveats
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@@ -82,7 +82,7 @@ rendering); Tranco-seeded only. Collected via the [Crawlora](https://crawlora.ne
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- **`.cn` figures describe detector coverage, not the underlying Chinese web** — see
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`METHODOLOGY.md`'s "What this dataset is NOT" section before citing the visibility-gap numbers.
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- **This is a frozen dated snapshot, not a live feed.** It will not reflect stack changes made
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after 2026-08-25. For current data, query the [live API](https://crawlora.net/datasets/techstack).
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- **The row-level sample is ~1% of the full census** (9,850 of 1,000,000 domains), stratified by
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rank band, not the full dataset — see `data/sample-schema.md` for exactly which fields are and
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aren't included and why.
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aggregated into the tables below, plus a stratified ~10,000-domain row-level sample.
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Companion to the study **[We Fingerprinted the Top 1,000,000 Websites. The Top 1,000 Run a
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+
Completely Different Stack.](https://crawlora.net/blog/top-1-million-websites-techstack-2026?utm_source=huggingface&utm_medium=referral&utm_campaign=techstack-census-2026)**.
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The same underlying census is browsable and filterable as a
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+
[queryable Tech Stack dataset](https://crawlora.net/datasets/techstack?utm_source=huggingface&utm_medium=referral&utm_campaign=techstack-census-2026).
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## Headline findings
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Homepage HTML and response headers for the Tranco top-1,000,000 domains were fingerprinted
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against a technology-signature database (CDN, CMS, ecommerce, analytics, web server, and more)
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— the same category of detection BuiltWith and Wappalyzer use. HTTP-only (no browser
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+
rendering); Tranco-seeded only. Collected via the [Crawlora](https://crawlora.net?utm_source=huggingface&utm_medium=referral&utm_campaign=techstack-census-2026) web-data API.
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### Caveats
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- **`.cn` figures describe detector coverage, not the underlying Chinese web** — see
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`METHODOLOGY.md`'s "What this dataset is NOT" section before citing the visibility-gap numbers.
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| 84 |
- **This is a frozen dated snapshot, not a live feed.** It will not reflect stack changes made
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| 85 |
+
after 2026-08-25. For current data, query the [live API](https://crawlora.net/datasets/techstack?utm_source=huggingface&utm_medium=referral&utm_campaign=techstack-census-2026).
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- **The row-level sample is ~1% of the full census** (9,850 of 1,000,000 domains), stratified by
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rank band, not the full dataset — see `data/sample-schema.md` for exactly which fields are and
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aren't included and why.
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