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        "attribution": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
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        "derived_notice": "Adapted from Statistics Canada, Table14-10-0461-01,2022–2025. This does not constitute an endorsement by Statistics Canada of this product.",
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        "attribution": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
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        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
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        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
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        "country": "India",
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        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "bangkok",
        "city_name": "Bangkok",
        "country": "Thailand",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "barcelona",
        "city_name": "Barcelona",
        "country": "Spain",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "beijing",
        "city_name": "Beijing",
        "country": "China",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "berlin",
        "city_name": "Berlin",
        "country": "Germany",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "boston",
        "city_name": "Boston",
        "country": "United States",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "brisbane",
        "city_name": "Brisbane",
        "country": "Australia",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "brussels",
        "city_name": "Brussels",
        "country": "Belgium",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "buenos-aires",
        "city_name": "Buenos Aires",
        "country": "Argentina",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "cairo",
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        "country": "Egypt",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "calgary",
        "city_name": "Calgary",
        "country": "Canada",
        "source_candidate_available": true,
        "candidate_metric_ids": [
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        "status": "reviewed-source-cohort",
        "source_family": "Statistics Canada14-10-0461-01",
        "notice": "Original nativeCMA2021source reviewed for both metrics; current engine state is checked separately."
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      {
        "city_slug": "cape-town",
        "city_name": "Cape Town",
        "country": "South Africa",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "chicago",
        "city_name": "Chicago",
        "country": "United States",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "copenhagen",
        "city_name": "Copenhagen",
        "country": "Denmark",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "delhi",
        "city_name": "Delhi",
        "country": "India",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "dubai",
        "city_name": "Dubai",
        "country": "United Arab Emirates",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "dublin",
        "city_name": "Dublin",
        "country": "Ireland",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "edinburgh",
        "city_name": "Edinburgh",
        "country": "United Kingdom",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "helsinki",
        "city_name": "Helsinki",
        "country": "Finland",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "ho-chi-minh-city",
        "city_name": "Ho Chi Minh City",
        "country": "Vietnam",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "hong-kong",
        "city_name": "Hong Kong",
        "country": "China",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "istanbul",
        "city_name": "Istanbul",
        "country": "TÃ¼rkiye",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "jakarta",
        "city_name": "Jakarta",
        "country": "Indonesia",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "kuala-lumpur",
        "city_name": "Kuala Lumpur",
        "country": "Malaysia",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "kyoto",
        "city_name": "Kyoto",
        "country": "Japan",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "lima",
        "city_name": "Lima",
        "country": "Peru",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "lisbon",
        "city_name": "Lisbon",
        "country": "Portugal",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "london",
        "city_name": "London",
        "country": "United Kingdom",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "los-angeles",
        "city_name": "Los Angeles",
        "country": "United States",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "madrid",
        "city_name": "Madrid",
        "country": "Spain",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "manila",
        "city_name": "Manila",
        "country": "Philippines",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "melbourne",
        "city_name": "Melbourne",
        "country": "Australia",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "montreal",
        "city_name": "Montreal",
        "country": "Canada",
        "source_candidate_available": true,
        "candidate_metric_ids": [
          "employment",
          "job-growth"
        ],
        "status": "reviewed-source-cohort",
        "source_family": "Statistics Canada14-10-0461-01",
        "notice": "Original nativeCMA2021source reviewed for both metrics; current engine state is checked separately."
      },
      {
        "city_slug": "mumbai",
        "city_name": "Mumbai",
        "country": "India",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "munich",
        "city_name": "Munich",
        "country": "Germany",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "new-york-city",
        "city_name": "New York City",
        "country": "United States",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "osaka",
        "city_name": "Osaka",
        "country": "Japan",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "oslo",
        "city_name": "Oslo",
        "country": "Norway",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "paris",
        "city_name": "Paris",
        "country": "France",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "perth",
        "city_name": "Perth",
        "country": "Australia",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "prague",
        "city_name": "Prague",
        "country": "Czechia",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "rio-de-janeiro",
        "city_name": "Rio de Janeiro",
        "country": "Brazil",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "rome",
        "city_name": "Rome",
        "country": "Italy",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "san-francisco",
        "city_name": "San Francisco",
        "country": "United States",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "santiago",
        "city_name": "Santiago",
        "country": "Chile",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "sao-paulo",
        "city_name": "São Paulo",
        "country": "Brazil",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "seattle",
        "city_name": "Seattle",
        "country": "United States",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "seoul",
        "city_name": "Seoul",
        "country": "South Korea",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "shanghai",
        "city_name": "Shanghai",
        "country": "China",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "singapore",
        "city_name": "Singapore",
        "country": "Singapore",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "stockholm",
        "city_name": "Stockholm",
        "country": "Sweden",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "sydney",
        "city_name": "Sydney",
        "country": "Australia",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "taipei",
        "city_name": "Taipei",
        "country": "Taiwan",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "tel-aviv",
        "city_name": "Tel Aviv",
        "country": "Israel",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "tokyo",
        "city_name": "Tokyo",
        "country": "Japan",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "toronto",
        "city_name": "Toronto",
        "country": "Canada",
        "source_candidate_available": true,
        "candidate_metric_ids": [
          "employment",
          "job-growth"
        ],
        "status": "reviewed-source-cohort",
        "source_family": "Statistics Canada14-10-0461-01",
        "notice": "Original nativeCMA2021source reviewed for both metrics; current engine state is checked separately."
      },
      {
        "city_slug": "vancouver",
        "city_name": "Vancouver",
        "country": "Canada",
        "source_candidate_available": true,
        "candidate_metric_ids": [
          "employment",
          "job-growth"
        ],
        "status": "reviewed-source-cohort",
        "source_family": "Statistics Canada14-10-0461-01",
        "notice": "Original nativeCMA2021source reviewed for both metrics; current engine state is checked separately."
      },
      {
        "city_slug": "vienna",
        "city_name": "Vienna",
        "country": "Austria",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "warsaw",
        "city_name": "Warsaw",
        "country": "Poland",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "washington-dc",
        "city_name": "Washington DC",
        "country": "United States",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      },
      {
        "city_slug": "zurich",
        "city_name": "Zurich",
        "country": "Switzerland",
        "source_candidate_available": false,
        "candidate_metric_ids": [],
        "status": "not-investigated-for-this-source-family",
        "source_family": null,
        "notice": "Not a claim of worldwide source unavailability; no national, workplace or age-incompatible proxy is substituted."
      }
    ],
    "current_admission_notice": "Historical source review is distinct from current engine admission, source expiry, replacement and any later quarterly comparability review."
  },
  "count": 8,
  "source_destination_count": 4,
  "platform_destination_count": 63,
  "source_edition_destination_count": 63,
  "evaluated_at": "2026-10-30",
  "official_results_released": false,
  "records": [
    {
      "record": {
        "city_slug": "calgary",
        "metric": "employment",
        "value": 75.40957531414028,
        "unit": "%",
        "period_start": "2025-01-01",
        "period_end": "2025-12-31",
        "protocol_ref": "civometra.employment.measurement@1.0.0",
        "geography_ref": "statcan-cma2021-lfs-v1-0:calgary",
        "analytical_area_id": "statcan-cma2021:825",
        "boundary_reference_year": 2021,
        "geography": "SGC2021 official census metropolitan area: Calgary, Alberta",
        "geography_type": "harmonized-urban-area",
        "universe": "Persons aged 15–64 inclusive in the official resident household labour-force survey covered population, employed for pay or profit under the publisher's documented employment classification, including employees, market self-employment and qualifying contributing family work. Preserve each source's civilian/institutional/household/other coverage exclusions, temporary-absence rules and operational labour standard. This is source-qualified covered-resident employment, not an assertion of exact 19th-ICLS or all-usual-resident harmonisation.",
        "definition_version": "published-household-lfs@1.0.0",
        "calculation_method": "100 * annual_mean_employed_covered_residents_15_64 / annual_mean_matching_covered_resident_population_15_64",
        "population_reference_year": 2025,
        "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410046101",
        "source_record_ref": "14100461.csv; source nationalDGUID=2021S0503825; Total - Gender; disjoint15–24/25–54/55–64; Population/Employment;2022–2025; exactCSVrecordnumbers in pinned cityframe.",
        "publisher": "Statistics Canada",
        "quality_flags": [],
        "uncertainty": {
          "confidence_interval": null,
          "standard_error": null,
          "sampling_covariance": null,
          "local_excluded_population_share": null,
          "notice": "No exact source-specific sampling CI/SE/covariance or local exclusion effect supplied; source-rounding effects are separately labelled, never CI."
        },
        "licence": {
          "name": "Statistics Canada Open Licence",
          "url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
          "acknowledgement": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
          "derived_notice": "Adapted from Statistics Canada, Table14-10-0461-01,2022–2025. This does not constitute an endorsement by Statistics Canada of this product.",
          "downstream_conditions_url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
          "limitations": "Accurate reproduction/source acknowledgement; no implied endorsement, exclusive access or new third-party rights; no identifying individuals by database linkage."
        },
        "source_attribution": [
          {
            "publisher": "Statistics Canada",
            "title": "Table14-10-0461-01 Labour force characteristics by census metropolitan area, annual",
            "url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410046101",
            "licence": "Statistics Canada Open Licence"
          }
        ],
        "reviewed": true,
        "reviewed_at": "2026-10-27",
        "evidence_id": "lfs-2025-cma2021-calgary-employment",
        "source_frame_ref": "lfs-2025-cma2021-calgary",
        "source_frame_url": "/data/source-frames/lfs-2025-cma2021-calgary-4e9550679498.json",
        "source_frame_sha256": "4e9550679498f5104c8d8659c3050a6232f5760fd5caae5236279376f2553451",
        "source_label": "Statistics Canada annual source-qualified household-LFS",
        "boundary_label": "Calgary, Alberta · CMA2021",
        "scope_notice": "Published resident15–64 covered-household employment, not every resident or workplace jobs. NativeCMA2021; national source exclusions/classifiers and unknown impacts remain explicit. No exact19th harmonisation, statisticalCI or quarterly result.",
        "derivation": {
          "kind": "published-household-lfs-annual",
          "adapter_ref": "statcan.14100461.cma2021.published-lfs@1.0.0",
          "initial_convention_decision_ref": "civometra.published-household-lfs.initial-convention@1.0.0",
          "age_min": 15,
          "age_max": 64,
          "gender_category_original": "Total - Gender",
          "annual_vectors": [
            {
              "year": 2022,
              "period_start": "2022-01-01",
              "period_end": "2022-12-31",
              "population_persons": 1097400,
              "employment_persons": 836900,
              "employment_rate_percent": 76.26207399307454,
              "employment_rate_decimal": "76.262073993074539821396026972844906141789684709313",
              "source_csv_record_numbers": [
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              ],
              "alternative_15plus_minus65plus_persons": {
                "Population": 1097400,
                "Employment": 836900
              },
              "alternative_minus_primary_persons": {
                "Population": 0,
                "Employment": 0
              },
              "source_rounding_only_range_percent": {
                "lower": 76.23798460206824,
                "upper": 76.2861699703805,
                "notice": "Worst-case envelope from three source counts rounded to100persons each. Not a statistical confidence interval; no sampling covariance is inferred."
              },
              "original_flags": {
                "STATUS": [],
                "SYMBOL": [],
                "TERMINATED": []
              }
            },
            {
              "year": 2023,
              "period_start": "2023-01-01",
              "period_end": "2023-12-31",
              "population_persons": 1144800,
              "employment_persons": 868700,
              "employment_rate_percent": 75.882250174703,
              "employment_rate_decimal": "75.882250174703004891684136967155835080363382250175",
              "source_csv_record_numbers": [
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                148291,
                148293
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              "alternative_15plus_minus65plus_persons": {
                "Population": 1144800,
                "Employment": 868700
              },
              "alternative_minus_primary_persons": {
                "Population": 0,
                "Employment": 0
              },
              "source_rounding_only_range_percent": {
                "lower": 75.85920782566924,
                "upper": 75.90529856287948,
                "notice": "Worst-case envelope from three source counts rounded to100persons each. Not a statistical confidence interval; no sampling covariance is inferred."
              },
              "original_flags": {
                "STATUS": [],
                "SYMBOL": [],
                "TERMINATED": []
              }
            },
            {
              "year": 2024,
              "period_start": "2024-01-01",
              "period_end": "2024-12-31",
              "population_persons": 1218600,
              "employment_persons": 909800,
              "employment_rate_percent": 74.65944526505827,
              "employment_rate_decimal": "74.659445265058263581158706712621040538322665353685",
              "source_csv_record_numbers": [
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                159849,
                159897,
                159901,
                159903
              ],
              "alternative_15plus_minus65plus_persons": {
                "Population": 1218600,
                "Employment": 909900
              },
              "alternative_minus_primary_persons": {
                "Population": 0,
                "Employment": 100
              },
              "source_rounding_only_range_percent": {
                "lower": 74.63794871794872,
                "upper": 74.68094710492839,
                "notice": "Worst-case envelope from three source counts rounded to100persons each. Not a statistical confidence interval; no sampling covariance is inferred."
              },
              "original_flags": {
                "STATUS": [],
                "SYMBOL": [],
                "TERMINATED": []
              }
            },
            {
              "year": 2025,
              "period_start": "2025-01-01",
              "period_end": "2025-12-31",
              "population_persons": 1257400,
              "employment_persons": 948200,
              "employment_rate_percent": 75.40957531414028,
              "employment_rate_decimal": "75.409575314140289486241450612374741530141561953237",
              "source_csv_record_numbers": [
                171453,
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                171459,
                171507,
                171511,
                171513
              ],
              "alternative_15plus_minus65plus_persons": {
                "Population": 1257500,
                "Employment": 948200
              },
              "alternative_minus_primary_persons": {
                "Population": 100,
                "Employment": 0
              },
              "source_rounding_only_range_percent": {
                "lower": 75.38865253866645,
                "upper": 75.43050308212368,
                "notice": "Worst-case envelope from three source counts rounded to100persons each. Not a statistical confidence interval; no sampling covariance is inferred."
              },
              "original_flags": {
                "STATUS": [],
                "SYMBOL": [],
                "TERMINATED": []
              }
            }
          ],
          "base_year": null,
          "current_year": 2025,
          "numerator_employment_persons": 948200,
          "matching_covered_population_persons": 1257400,
          "base_employment_persons": null,
          "unrounded_decimal": "75.409575314140289486241450612374741530141561953237",
          "reference_basis": {
            "frequency": "Annual",
            "annual_aggregation": "Arithmetic mean of12 unadjusted monthly LFS reference-period stock estimates under the publisher annual-average convention.",
            "seasonal_adjustment": "unadjusted",
            "reference_period": "Monthly Sunday–Saturday reference week usually containing the15th; December and sometimes November are earlier. Not a survey of anyone who ever worked during the year.",
            "rate_aggregation": "Ratio of matching annual mean employed and population counts; not the mean of monthly employment rates.",
            "cube_date_literal": "2025-01-01",
            "cube_date_notice": "The metadata annual2025label is not a1January point estimate. Full2025period ends2025-12-31 under the documented annual-average convention."
          },
          "source_precision": {
            "UOM": "Persons in thousands",
            "UOM_ID": "428",
            "SCALAR_FACTOR": "units",
            "SCALAR_ID": "0",
            "DECIMALS": "1",
            "conversion_to_persons": "Decimal(original VALUE) *1000 exactly once",
            "per_cell_display_increment_persons": 100,
            "displayed_count_is_not_exact_census_count": true,
            "uncertainty_notice": "Rounding envelopes are source-display precision effects, not a confidence interval. CI/SE/covariance/local exclusions remain unreported."
          },
          "method_qualification": {
            "source_standard": {
              "icls_reference": "13th ICLS",
              "production_reference": "SNA",
              "standard_id": "84961",
              "exact19th_equivalence_claimed": false
            },
            "documented_core": "Official LFS reference-week employment for pay or profit: employees, self-employment, contributing family work and eligible temporary absences; not workplace jobs or annual-ever-employed persons.",
            "unpaid_family_work": {
              "source_rule": "Work contributing to a farm/business/professional practice owned and operated by a related member of the same household; dictionary specifies same dwelling.",
              "known_comparison_difference": "The 19th ICLS comparison standard includes qualifying market family work for a member in the same or another household. The national source rule is not relabelled as exact19th.",
              "numeric_effect": null
            },
            "mainly_own_use_and_mixed_destination_classifier": {
              "status": "not-separately-established",
              "rule": null,
              "numeric_effect": null,
              "pure_own_use_without_pay_profit_if_documented": "Contradicts the global core; hold.",
              "documented_primarily_own_use_with_incidental_sales": "Requires a separately reviewed scope bridge before use.",
              "notice": "Actual Canadian intended-main-destination routing is unreported. The13th/SNA citation alone does not prove numeric inclusion of primarily-own-use producers, including mixed-output/surplus-sale cases. Pay/profit wording alone does not establish zero effect or exact19th alignment. No correction is made."
            },
            "partial_questionnaire": {
              "not_all_dynamic_wording_variations_displayed": true,
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              "notice": "The original public questionnaire is not a complete classifier manual. An absent displayed own-use probe does not prove an absent routing rule."
            },
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              "notice": "Original national job-attachment/absence rules are retained; no exact19th duration or unpaid-trainee equivalence asserted."
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              "Full-time members of the Canadian Armed Forces under the guide wording; questionnaire specifies full-time REGULAR members"
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            "armed_forces_wording": {
              "guide": "full-time members of the Canadian Armed Forces",
              "questionnaire": "full-time REGULAR member of the Canadian Armed Forces",
              "all_reservists_excluded": null,
              "notice": "Preserve both original formulations. No blanket reservist exclusion or measured effect is inferred."
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            "remote_sampling": {
              "excluded_from_direct_sampling": "Very remote low-density dwellings",
              "included_in_population_calibration_totals": true,
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              "notice": "This is a sampling exclusion, unlike the target-population exclusions; no city-specific covered share is inferred."
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            "local_excluded_population_share": null,
            "local_exclusion_numeric_effect": null,
            "source_ci": null,
            "source_se": null,
            "sampling_covariance": null,
            "actual_construct_contradiction_identified_in_this_finite_review": false,
            "qualification": "Source-qualified published household-LFS employment under the reviewed initial convention. National coverage and operational differences remain explicit; this is not exact19th/all-resident harmonisation. Unknown classifier/local effects remain unknown. Historical source review is separate from current engine admission, expiry/replacement and quarterly comparability."
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            159896,
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            159904,
            171452,
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          "boundary_backcast_metadata_footnote": {
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            "footnotesEn": "From 2011 to present, census metropolitan area (CMA) boundaries are based on the 2021 Standard Geographical Classification (SGC). ",
            "footnotesFr": "Les limites des régions métropolitaines de recensement (RMR) sont basées sur la Classification géographique type (CGT) de 2021 pour la période de 2011 au présent. ",
            "link": {
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            "lower": 75.38865253866645,
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            "notice": "Worst-case envelope from three source counts rounded to100persons each. Not a statistical confidence interval; no sampling covariance is inferred."
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          "published_value_notice": "Rate/CAGR calculated from the original displayed counts. Full computation precision is retained for reproducibility, not claimed as unpublished source measurement accuracy.",
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              "attribution": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
              "derived_notice": "Adapted from Statistics Canada, Table14-10-0461-01,2022–2025. This does not constitute an endorsement by Statistics Canada of this product.",
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                "https://bestcitytolive.com/methodology"
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              "licence": "BestCityToLive / AINT.app factual research record; cited statistical inputs retain Statistics Canada Open Licence conditions",
              "licence_url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
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      "notice": "Original source-qualified resident household-LFS employment stocks for ages 15–64. Employment rate is a ratio of matching 2025 annual means; growth is the annualized change in employment stock from 2022 to 2025. National operational standards, target exclusions and unknown effects remain explicit. This is not exact 19th-ICLS/all-resident harmonisation, annual-ever-employed people, payroll jobs, a hiring forecast, global coverage or an official city ranking."
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        "geography": "SGC2021 official census metropolitan area: Calgary, Alberta",
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        "universe": "Persons aged 15–64 inclusive in the official resident household labour-force survey covered population, employed for pay or profit under the publisher's documented employment classification, including employees, market self-employment and qualifying contributing family work. Preserve each source's civilian/institutional/household/other coverage exclusions, temporary-absence rules and operational labour standard. This is source-qualified covered-resident employment, not an assertion of exact 19th-ICLS or all-usual-resident harmonisation.",
        "definition_version": "published-household-lfs@1.0.0",
        "calculation_method": "100 * ((annual_mean_employed_covered_residents_15_64_t / annual_mean_employed_covered_residents_15_64_t_minus_3) ** (1 / 3) - 1)",
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        "source_record_ref": "14100461.csv; source nationalDGUID=2021S0503825; Total - Gender; disjoint15–24/25–54/55–64; Population/Employment;2022–2025; exactCSVrecordnumbers in pinned cityframe.",
        "publisher": "Statistics Canada",
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        "uncertainty": {
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          "notice": "No exact source-specific sampling CI/SE/covariance or local exclusion effect supplied; source-rounding effects are separately labelled, never CI."
        },
        "licence": {
          "name": "Statistics Canada Open Licence",
          "url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
          "acknowledgement": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
          "derived_notice": "Adapted from Statistics Canada, Table14-10-0461-01,2022–2025. This does not constitute an endorsement by Statistics Canada of this product.",
          "downstream_conditions_url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
          "limitations": "Accurate reproduction/source acknowledgement; no implied endorsement, exclusive access or new third-party rights; no identifying individuals by database linkage."
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        "source_attribution": [
          {
            "publisher": "Statistics Canada",
            "title": "Table14-10-0461-01 Labour force characteristics by census metropolitan area, annual",
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            "licence": "Statistics Canada Open Licence"
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        ],
        "reviewed": true,
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        "evidence_id": "lfs-2025-cma2021-calgary-job-growth",
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        "source_frame_url": "/data/source-frames/lfs-2025-cma2021-calgary-4e9550679498.json",
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        "source_label": "Statistics Canada annual source-qualified household-LFS",
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        "scope_notice": "Published resident15–64 covered-household employment, not every resident or workplace jobs. NativeCMA2021; national source exclusions/classifiers and unknown impacts remain explicit. No exact19th harmonisation, statisticalCI or quarterly result.",
        "derivation": {
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            {
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                "notice": "Worst-case envelope from three source counts rounded to100persons each. Not a statistical confidence interval; no sampling covariance is inferred."
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            {
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                "notice": "Worst-case envelope from three source counts rounded to100persons each. Not a statistical confidence interval; no sampling covariance is inferred."
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            },
            {
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              "source_csv_record_numbers": [
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              "source_rounding_only_range_percent": {
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                "upper": 75.43050308212368,
                "notice": "Worst-case envelope from three source counts rounded to100persons each. Not a statistical confidence interval; no sampling covariance is inferred."
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          "base_year": 2022,
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          "numerator_employment_persons": 948200,
          "matching_covered_population_persons": 1257400,
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          "reference_basis": {
            "frequency": "Annual",
            "annual_aggregation": "Arithmetic mean of12 unadjusted monthly LFS reference-period stock estimates under the publisher annual-average convention.",
            "seasonal_adjustment": "unadjusted",
            "reference_period": "Monthly Sunday–Saturday reference week usually containing the15th; December and sometimes November are earlier. Not a survey of anyone who ever worked during the year.",
            "rate_aggregation": "Ratio of matching annual mean employed and population counts; not the mean of monthly employment rates.",
            "cube_date_literal": "2025-01-01",
            "cube_date_notice": "The metadata annual2025label is not a1January point estimate. Full2025period ends2025-12-31 under the documented annual-average convention."
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            "UOM": "Persons in thousands",
            "UOM_ID": "428",
            "SCALAR_FACTOR": "units",
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            "DECIMALS": "1",
            "conversion_to_persons": "Decimal(original VALUE) *1000 exactly once",
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            "uncertainty_notice": "Rounding envelopes are source-display precision effects, not a confidence interval. CI/SE/covariance/local exclusions remain unreported."
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          "method_qualification": {
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              "icls_reference": "13th ICLS",
              "production_reference": "SNA",
              "standard_id": "84961",
              "exact19th_equivalence_claimed": false
            },
            "documented_core": "Official LFS reference-week employment for pay or profit: employees, self-employment, contributing family work and eligible temporary absences; not workplace jobs or annual-ever-employed persons.",
            "unpaid_family_work": {
              "source_rule": "Work contributing to a farm/business/professional practice owned and operated by a related member of the same household; dictionary specifies same dwelling.",
              "known_comparison_difference": "The 19th ICLS comparison standard includes qualifying market family work for a member in the same or another household. The national source rule is not relabelled as exact19th.",
              "numeric_effect": null
            },
            "mainly_own_use_and_mixed_destination_classifier": {
              "status": "not-separately-established",
              "rule": null,
              "numeric_effect": null,
              "pure_own_use_without_pay_profit_if_documented": "Contradicts the global core; hold.",
              "documented_primarily_own_use_with_incidental_sales": "Requires a separately reviewed scope bridge before use.",
              "notice": "Actual Canadian intended-main-destination routing is unreported. The13th/SNA citation alone does not prove numeric inclusion of primarily-own-use producers, including mixed-output/surplus-sale cases. Pay/profit wording alone does not establish zero effect or exact19th alignment. No correction is made."
            },
            "partial_questionnaire": {
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              "notice": "The original public questionnaire is not a complete classifier manual. An absent displayed own-use probe does not prove an absent routing rule."
            },
            "absence_training_seasonal_detail": {
              "complete_classifier_bridge_to19th": null,
              "numeric_effect": null,
              "notice": "Original national job-attachment/absence rules are retained; no exact19th duration or unpaid-trainee equivalence asserted."
            },
            "covered_population": "Usual-resident household-LFS civilian noninstitutional target population at ages15–64, as covered by the original source, not every CMA resident.",
            "target_exclusions": [
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              "Institutional residents",
              "Full-time members of the Canadian Armed Forces under the guide wording; questionnaire specifies full-time REGULAR members"
            ],
            "armed_forces_wording": {
              "guide": "full-time members of the Canadian Armed Forces",
              "questionnaire": "full-time REGULAR member of the Canadian Armed Forces",
              "all_reservists_excluded": null,
              "notice": "Preserve both original formulations. No blanket reservist exclusion or measured effect is inferred."
            },
            "remote_sampling": {
              "excluded_from_direct_sampling": "Very remote low-density dwellings",
              "included_in_population_calibration_totals": true,
              "local_sampling_coverage": null,
              "notice": "This is a sampling exclusion, unlike the target-population exclusions; no city-specific covered share is inferred."
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            "local_excluded_population_share": null,
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            "qualification": "Source-qualified published household-LFS employment under the reviewed initial convention. National coverage and operational differences remain explicit; this is not exact19th/all-resident harmonisation. Unknown classifier/local effects remain unknown. Historical source review is separate from current engine admission, expiry/replacement and quarterly comparability."
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          "boundary_backcast_metadata_footnote": {
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            "footnotesEn": "From 2011 to present, census metropolitan area (CMA) boundaries are based on the 2021 Standard Geographical Classification (SGC). ",
            "footnotesFr": "Les limites des régions métropolitaines de recensement (RMR) sont basées sur la Classification géographique type (CGT) de 2021 pour la période de 2011 au présent. ",
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            "lower": 4.238130546475708,
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            "notice": "Worst-case source-display rounding envelope only; not a confidence interval or sampling uncertainty. No across-year covariance is supplied."
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          "published_value_notice": "Rate/CAGR calculated from the original displayed counts. Full computation precision is retained for reproducibility, not claimed as unpublished source measurement accuracy.",
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              "derived_notice": "Adapted from Statistics Canada, Table14-10-0461-01,2022–2025. This does not constitute an endorsement by Statistics Canada of this product.",
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              "licence": "BestCityToLive / AINT.app factual research record; cited statistical inputs retain Statistics Canada Open Licence conditions",
              "licence_url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
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        "denominator": 836900
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      "notice": "Original source-qualified resident household-LFS employment stocks for ages 15–64. Employment rate is a ratio of matching 2025 annual means; growth is the annualized change in employment stock from 2022 to 2025. National operational standards, target exclusions and unknown effects remain explicit. This is not exact 19th-ICLS/all-resident harmonisation, annual-ever-employed people, payroll jobs, a hiring forecast, global coverage or an official city ranking."
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        "geography": "SGC2021 official census metropolitan area: Montréal, Quebec",
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        "definition_version": "published-household-lfs@1.0.0",
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          "notice": "No exact source-specific sampling CI/SE/covariance or local exclusion effect supplied; source-rounding effects are separately labelled, never CI."
        },
        "licence": {
          "name": "Statistics Canada Open Licence",
          "url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
          "acknowledgement": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
          "derived_notice": "Adapted from Statistics Canada, Table14-10-0461-01,2022–2025. This does not constitute an endorsement by Statistics Canada of this product.",
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            "licence": "Statistics Canada Open Licence"
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        ],
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        "source_label": "Statistics Canada annual source-qualified household-LFS",
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            "reference_period": "Monthly Sunday–Saturday reference week usually containing the15th; December and sometimes November are earlier. Not a survey of anyone who ever worked during the year.",
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            "footnotesEn": "From 2011 to present, census metropolitan area (CMA) boundaries are based on the 2021 Standard Geographical Classification (SGC). ",
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        "definition_version": "published-household-lfs@1.0.0",
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        "licence": {
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          "acknowledgement": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
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        "definition_version": "published-household-lfs@1.0.0",
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              "attribution": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
              "derived_notice": "Adapted from Statistics Canada, Table14-10-0461-01,2022–2025. This does not constitute an endorsement by Statistics Canada of this product.",
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              "licence": "BestCityToLive / AINT.app factual research record; cited statistical inputs retain Statistics Canada Open Licence conditions",
              "licence_url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
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        "reason": "A reviewed observation passes the configured admission checks."
      },
      "source_ref": "source-5d0ff61563724184",
      "notice": "Original source-qualified resident household-LFS employment stocks for ages 15–64. Employment rate is a ratio of matching 2025 annual means; growth is the annualized change in employment stock from 2022 to 2025. National operational standards, target exclusions and unknown effects remain explicit. This is not exact 19th-ICLS/all-resident harmonisation, annual-ever-employed people, payroll jobs, a hiring forecast, global coverage or an official city ranking."
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    {
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        "protocol_ref": "civometra.job-growth.measurement@1.0.0",
        "geography_ref": "statcan-cma2021-lfs-v1-0:vancouver",
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        "boundary_reference_year": 2021,
        "geography": "SGC2021 official census metropolitan area: Vancouver, British Columbia",
        "geography_type": "harmonized-urban-area",
        "universe": "Persons aged 15–64 inclusive in the official resident household labour-force survey covered population, employed for pay or profit under the publisher's documented employment classification, including employees, market self-employment and qualifying contributing family work. Preserve each source's civilian/institutional/household/other coverage exclusions, temporary-absence rules and operational labour standard. This is source-qualified covered-resident employment, not an assertion of exact 19th-ICLS or all-usual-resident harmonisation.",
        "definition_version": "published-household-lfs@1.0.0",
        "calculation_method": "100 * ((annual_mean_employed_covered_residents_15_64_t / annual_mean_employed_covered_residents_15_64_t_minus_3) ** (1 / 3) - 1)",
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        "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410046101",
        "source_record_ref": "14100461.csv; source nationalDGUID=2021S0503933; Total - Gender; disjoint15–24/25–54/55–64; Population/Employment;2022–2025; exactCSVrecordnumbers in pinned cityframe.",
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          "notice": "No exact source-specific sampling CI/SE/covariance or local exclusion effect supplied; source-rounding effects are separately labelled, never CI."
        },
        "licence": {
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          "url": "https://www.statcan.gc.ca/en/terms-conditions/open-licence",
          "acknowledgement": "Source: Statistics Canada, Table14-10-0461-01,2022–2025. Reproduced and distributed on an as-is basis with the permission of Statistics Canada.",
          "derived_notice": "Adapted from Statistics Canada, Table14-10-0461-01,2022–2025. This does not constitute an endorsement by Statistics Canada of this product.",
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          "limitations": "Accurate reproduction/source acknowledgement; no implied endorsement, exclusive access or new third-party rights; no identifying individuals by database linkage."
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          {
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