tonywangcn commited on
Commit
99bb4b1
·
verified ·
1 Parent(s): 9fddaaa

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +98 -0
README.md ADDED
@@ -0,0 +1,98 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-4.0
3
+ pretty_name: "We Fingerprinted the Top 1,000,000 Websites — aggregate technology census by Tranco rank"
4
+ tags:
5
+ - web-technology
6
+ - tech-stack
7
+ - builtwith
8
+ - wappalyzer
9
+ - tranco
10
+ - dataset
11
+ ---
12
+
13
+ # We Fingerprinted the Top 1,000,000 Websites — open data
14
+
15
+ Aggregates over a homepage technology-stack fingerprint of the **Tranco top-1,000,000 domain
16
+ list**, snapshot **2026-08-25** (`run_id=top1m-2026-08-25-full-v2`, detector version
17
+ `2026.10.47`). One record per domain — CDN, CMS, ecommerce platform, web server, SSL/TLS
18
+ issuer, DNS provider, analytics, and more — detected from homepage HTML and response headers,
19
+ aggregated into the tables below, plus a stratified ~10,000-domain row-level sample.
20
+
21
+ Companion to the study **[We Fingerprinted the Top 1,000,000 Websites. The Top 1,000 Run a
22
+ Completely Different Stack.](https://crawlora.net/blog/top-1-million-websites-techstack-2026)**.
23
+ The same underlying census is browsable and filterable as a
24
+ [queryable Tech Stack dataset](https://crawlora.net/datasets/techstack).
25
+
26
+ ## Headline findings
27
+
28
+ - **The stack flips as you go down the rank list.** Enterprise bot management runs **26.3%** of
29
+ the top 1,000 sites by Tranco rank, falling to **9.8%** of the 100K–1M tail — a 2.7×
30
+ gradient. React meta-frameworks (Next.js, Nuxt.js, Astro, Gatsby, SvelteKit, Remix) fall the
31
+ same way, 16.4% → 6.0%. WordPress and free-tier Cloudflare CDN adoption run the *opposite*
32
+ direction — 10.6% → 19.8% and 20.8% → 42.2% respectively.
33
+ - **84.7%** of the 1,000,000 domains resolve a working homepage (847,491 reachable). A
34
+ `reachable=false` record means the fetch itself failed — it is never counted as "zero
35
+ technology detected." See `METHODOLOGY.md`.
36
+ - **Chinese-TLD (`.cn`) sites are measurably harder for a Western-signature-trained detector to
37
+ see.** Reachable `.cn` sites average **3.56** detected technologies vs. **7.84** for the rest
38
+ of the reachable universe — a 2.2× gap — and show zero detected technology at **5.09%** vs.
39
+ **0.54%** elsewhere (9.4×). This is a detector-coverage limitation, not a claim about the
40
+ underlying sites — see the "What this dataset is NOT" section of `METHODOLOGY.md` before
41
+ citing it.
42
+ - **Let's Encrypt and Google Trust Services combined secure 72.4%** of every site carrying an
43
+ SSL/TLS issuer signature — the free-CA era, measured directly.
44
+ - **This exact top-1K/10K/100K/1M rank segmentation is BuiltWith's paid "Market Analysis"
45
+ product**, $295–995/month. This release computes the same kind of cut from the open Tranco
46
+ census, free.
47
+
48
+ ## Files
49
+
50
+ | File | Contents |
51
+ | --- | --- |
52
+ | `data/summary.json` | Run identity: `run_id`, detector version, snapshot date, total/reachable/unreachable counts |
53
+ | `data/category-prevalence.csv` | Domains carrying a detected technology in each of 40 categories (CDN, CMS, Analytics, …) |
54
+ | `data/cdn-vendors.csv` | Vendor share within the CDN category |
55
+ | `data/cms-platforms.csv` | Platform share within the CMS category |
56
+ | `data/ecommerce-platforms.csv` | Platform share within the Ecommerce category |
57
+ | `data/web-servers.csv` | Web server share within the Web server category |
58
+ | `data/ssl-issuers.csv` | Certificate-issuer share within the SSL/TLS category |
59
+ | `data/dns-providers.csv` | DNS-provider share within the DNS provider category |
60
+ | `data/rank-band-stack-inversion.csv` | The headline table — bot management / React frameworks / WordPress / Cloudflare CDN / avg tech count, split across 4 Tranco rank bands |
61
+ | `data/tld-distribution.csv` | Domain count by TLD, top 40 + a long-tail "other" bucket |
62
+ | `data/cn-visibility-gap.csv` | `.cn` vs. rest-of-universe reachability and detection-coverage comparison |
63
+ | `data/analytics-tracking-load.csv` | Analytics-tag adoption, privacy-friendly-analytics share, zero-analytics rate |
64
+ | `data/captcha-crosscheck.csv` | CAPTCHA-technology adoption, cross-validated against the separately-run Anti-Bot Adoption Index |
65
+ | `data/sample-domains-10k.csv` | ~9,850-row stratified sample (systematic draw by Tranco rank within each of the 4 bands above) — see `data/sample-schema.md` for the exact method and field list |
66
+
67
+ ## Methodology (condensed — see `METHODOLOGY.md` for the full version)
68
+
69
+ Homepage HTML and response headers for the Tranco top-1,000,000 domains were fingerprinted
70
+ against a technology-signature database (CDN, CMS, ecommerce, analytics, web server, and more)
71
+ — the same category of detection BuiltWith and Wappalyzer use. HTTP-only (no browser
72
+ rendering); Tranco-seeded only. Collected via the [Crawlora](https://crawlora.net) web-data API.
73
+
74
+ ### Caveats
75
+
76
+ - **`reachable=false` does not mean "no technology detected."** It means the homepage fetch
77
+ itself failed. Every adoption-rate figure in this release excludes unreachable domains from
78
+ its denominator.
79
+ - **The rank-band table is a pinned snapshot, not a live query** — the public
80
+ `/datasets/techstack/*` API sorts by rank but has no rank-*range* filter, so this specific cut
81
+ is reproducible only from a full-census pass, not the REST API.
82
+ - **`.cn` figures describe detector coverage, not the underlying Chinese web** — see
83
+ `METHODOLOGY.md`'s "What this dataset is NOT" section before citing the visibility-gap numbers.
84
+ - **This is a frozen dated snapshot, not a live feed.** It will not reflect stack changes made
85
+ after 2026-08-25. For current data, query the [live API](https://crawlora.net/datasets/techstack).
86
+ - **The row-level sample is ~1% of the full census** (9,850 of 1,000,000 domains), stratified by
87
+ rank band, not the full dataset — see `data/sample-schema.md` for exactly which fields are and
88
+ aren't included and why.
89
+
90
+ ## License & citation
91
+
92
+ Released under **[CC BY 4.0](LICENSE)** — use it for anything, just attribute.
93
+
94
+ > Crawlora (2026). *We Fingerprinted the Top 1,000,000 Websites — aggregate technology census by
95
+ > Tranco rank.* https://github.com/Crawlora-org/techstack-census-data (CC BY 4.0)
96
+
97
+ See [`CITATION.cff`](CITATION.cff) for machine-readable citation metadata, and
98
+ [`CHANGELOG.md`](CHANGELOG.md) for the refresh history and cadence.