techstack-census / data /sample-schema.md
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sample-domains-10k.csv — schema and sampling method

Sampling method

Stratified systematic sample by Tranco rank, drawn from run_id=top1m-2026-08-25-full-v2 (2026-08-25). Every row in the Top-1,000 band is included; the other three bands are drawn at a fixed rank-stride so the sample stays usable for reproducing the rank-band chart without needing the full 1,000,000-row dataset — a plain top-10,000-by-rank draw would put roughly 0% of its rows past rank 10,000, which is 99.9% of the actual universe.

Band Rank range Rows in sample Method
Top 1,000 1–1,000 1,000 All domains in range (both reachable and unreachable)
1K–10K 1,001–10,000 2,250 Every domain where rank % 4 == 0
10K–100K 10,001–100,000 3,000 Every domain where rank % 30 == 0
100K–1M 100,001–1,000,000 3,600 40 equal-width rank slices across the range; first 90 domains by rank in each slice
Total 9,850

Both reachable and unreachable domains are included in every band, at their natural rate (~16.8% unreachable in this sample vs. 15.3% in the full census) — this is deliberate: it demonstrates the reachable=false semantics described in METHODOLOGY.md directly in the sample data itself, rather than only asserting it in prose.

Fields included

Column Meaning
domain The domain fingerprinted
tld Top-level domain
rank Tranco rank at scan time
reachable Whether the homepage fetch succeeded — see METHODOLOGY.md
status HTTP status code (empty if the fetch failed before a status was returned)
scheme http or https
final_url The URL that produced the adopted body, after redirect/www. fallback resolution
technology_names Pipe-separated (|) list of every detected technology name
categories Pipe-separated list of every detected technology's category
tech_count Count of detected technologies
cms, ecommerce, cdn, web_server, server_language Single-value rollup fields (primary detected vendor in that category, if any)
analytics Pipe-separated list of detected analytics technologies
has_captcha Whether a CAPTCHA technology was detected
render_tier http for every row in this release (no browser-render pass was run)
seed_source tranco for every row (the internal-harvest corpus is out of scope)
detector_version, run_id, run_date, probed_at Provenance / reproducibility

Fields deliberately NOT included, and why

Field (on the source record) Why excluded
technologies[] (nested: per-technology confidence, version, evidence) The flattened technology_names/categories/tech_count columns already answer "what stack does this site run." The nested detail — confidence tier, detected version string, and the literal evidence snippet — is queryable-API-tier granularity, not aggregate-release granularity.
failure_reason, probe_error, block_matched Scan-quality diagnostics, not tech-stack content. block_matched specifically lists literal block/challenge marker strings — out of scope for a technology-stack release.
is_infrastructure A best-effort heuristic the source system's own documentation says cannot be trusted on a false negative. Publishing it as a column risks it being read as verified fact.
secondary_pages[], secondary_only_technology_names Would expose specific internal page URLs (e.g. /careers, /login) crawled per domain — crawl-target detail, not stack-composition detail.
source_url, method_version, schema_version Internal pipeline plumbing with no reader-facing value; current values are stated once in METHODOLOGY.md rather than repeated per row.
category (the seed-time field, distinct from categories) Usually empty; a leftover seed-stage field, not detector output.

Not included in this release at all

The full 1,000,000-row dataset is not published in any form — this sample is capped at ~1% of the census. For the complete, continuously-rescanned dataset, query the live API.