{
  "dataset": "MyQuotaBag Data",
  "research_counts": {
    "collector_journeys": 426,
    "usable_in_a_statistic": 222,
    "note": "Counts only. Individual journeys stay in the internal research file and are never published one by one."
  },
  "publisher": "MyQuotaBag",
  "dataset_version": "2026.10.1",
  "observations_through": "2026-09-30",
  "computed_on": "2026-10-03",
  "research_pack_id": "MQB-RP001-QUOTA-RATIO-2026-09",
  "principles": [
    "dated",
    "sourced",
    "traceable",
    "geographically contextualized",
    "preserve weak evidence in lower layers",
    "never promote weak evidence without provenance",
    "separate official, measured, first-person, specialist, community and raw claims",
    "preserve contradictions and exceptions",
    "do not invent missing source records or underlying observations"
  ],
  "layers": [
    "raw_internet",
    "extracted_evidence",
    "normalized_observations",
    "aggregated_signals",
    "canonical_knowledge",
    "ai_retrieval"
  ],
  "evidence_families": [
    {
      "family": "experience",
      "label": "Community and first-person collector experiences"
    },
    {
      "family": "boutique_observation",
      "label": "Boutique-level observations"
    },
    {
      "family": "boutique_profile",
      "label": "Per-boutique fact sheet: what collectors reported, how much evidence stands behind it and public area context"
    }
  ],
  "endpoints": {
    "topics": "https://myquotabag.com/api/ai/topics.json",
    "topic": "https://myquotabag.com/api/ai/topic/{topic_id}.json",
    "benchmarks": "https://myquotabag.com/api/ai/benchmarks.json",
    "questions": "https://myquotabag.com/api/ai/questions.json",
    "checks": "https://myquotabag.com/api/ai/checks.json",
    "gaps": "https://myquotabag.com/api/ai/gaps.json",
    "why": "https://myquotabag.com/api/ai/why.json",
    "changelog": "https://myquotabag.com/api/ai/changelog.json",
    "research_pack": "https://myquotabag.com/api/ai/research-packs/RP001.json"
  },
  "human_pages": "https://myquotabag.com/myquotabag-data/",
  "geography": {
    "index": "https://myquotabag.com/api/ai/geography.json",
    "region": "https://myquotabag.com/api/ai/geography/{region_slug}.json"
  },
  "search": {
    "index": "https://myquotabag.com/api/ai/search.json",
    "note": "Static site, no server-side query. /api/ai/search?q=... returns this whole index; match q against the keywords, question and slug fields on the client. Every entry links to the human page and the JSON of its topic."
  },
  "extensionless_aliases": "https://myquotabag.com/api/ai/topics, /api/ai/topic/{topic_id}, /api/ai/benchmarks, /api/ai/questions, /api/ai/manifest, /api/ai/geography, /api/ai/geography/{region_slug}, /api/ai/research-packs/RP001 and /api/ai/search serve the same JSON as their .json counterparts (netlify.toml rewrites). The .json URL stays canonical.",
  "license": {
    "url": "https://creativecommons.org/licenses/by/4.0/",
    "name": "CC BY 4.0",
    "scope": "The aggregated figures in MyQuotaBag Data. Not the Collector Guide, the Monthly Brief or the rest of the site.",
    "attribution": "MyQuotaBag Data, with a link to the page used."
  },
  "data_provenance": {
    "statement": "The research in MyQuotaBag Data is built from publicly available collector reports, community discussions and other public sources reviewed by MyQuotaBag. It does not come from private MyQuotaBag user data.",
    "app_data_is_separate": "Information saved inside the MyQuotaBag app remains separate from this public research dataset.",
    "future": "Community insights currently come from public research and community reports, not private MyQuotaBag user data. Any future use of user data will be anonymized, aggregated and controlled through the app's privacy settings.",
    "sources": "Public collector discussions, press coverage and published price data. Published articles and videos keep their link. Collector discussions: Read on Reddit (r/TheHermesGame and related communities), PurseForum, YouTube and collector blogs. Observations are paraphrased and counted. No usernames, personal details or individual purchase histories are published. A thread is linked only where it supports a specific point in a brief or a guide.",
    "contains_myquotabag_user_data": false
  },
  "note": "Human pages and these endpoints are generated from the same canonical layer. Ratios are written X.XX:1 on the site and as decimals here."
}