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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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@@ -69,7 +69,7 @@ The same underlying census is browsable and filterable as a
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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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  - **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?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.