{
  "schemaVersion": "bls-cross-stack-comparison.v2",
  "generation": {
    "defaultMode": "committed-fixture",
    "defaultCommand": "npm run visuals:same-data",
    "refreshCommand": "npm run visuals:same-data:refresh"
  },
  "source": {
    "publisher": "U.S. Bureau of Labor Statistics",
    "endpoint": "https://api.bls.gov/publicAPI/v2/timeseries/data/",
    "retrievedAt": "2026-08-27T11:29:08.848Z",
    "series": {
      "CUUR0000SA0": "CPI-U, U.S. city average, all items, not seasonally adjusted",
      "LNS14000000": "Civilian unemployment rate, seasonally adjusted"
    },
    "requestWindows": [
      { "startYear": 2006, "endYear": 2015 },
      { "startYear": 2016, "endYear": 2025 }
    ],
    "normalizedFixture": {
      "path": "scripts/fixtures/same-data-different-runtime/bls-normalized-source.json",
      "sha256": "c8303f68003451330f34992a90fab88e9b4ae14496727a1552cb65ea27a280f1"
    },
    "rawResponseSha256": "237c544d7fa18ed3ba5e31e74b740eb9ef028737920369d16004a80134a17449",
    "unavailable": [
      {
        "seriesId": "CUUR0000SA0",
        "month": "2025-10-01",
        "rawValue": "-",
        "footnotes": ["Data unavailable due to the 2025 lapse in appropriations"]
      },
      {
        "seriesId": "LNS14000000",
        "month": "2025-10-01",
        "rawValue": "-",
        "footnotes": ["Data unavailable due to the 2025 lapse in appropriations."]
      }
    ],
    "disclaimer": "BLS.gov cannot vouch for the data or analyses derived from these data after the data have been retrieved from BLS.gov."
  },
  "comparison": {
    "question": "Can K-means separate recurring combinations of observed U.S. CPI inflation and unemployment in a fixed 2006-2025 sample?",
    "transformation": "Inner-align 12-month CPI-U percentage change with the unemployment-rate level; do not impute unavailable months.",
    "standardization": {
      "populationMeanAndScale": {
        "inflationYoY": { "mean": 2.515261, "scale": 1.961095 },
        "unemploymentRate": { "mean": 5.844934, "scale": 2.198099 }
      }
    },
    "model": { "algorithm": "K-means", "clusters": 3, "seed": 42, "starts": 20 },
    "acceptance": {
      "observations": 227,
      "inertia": 129.7056,
      "silhouette": 0.5236,
      "profileCounts": {
        "lower-inflation-higher-unemployment": 74,
        "middle-inflation-lower-unemployment": 125,
        "higher-inflation-lower-unemployment": 28
      }
    },
    "pairedRunRecords": {
      "elixir": {
        "repository": "https://github.com/JovaniPink/elixir-data-science",
        "commit": "5b918d49c36da20b89274f81575f3419ca6e28bb",
        "runRecord": "https://github.com/JovaniPink/elixir-data-science/blob/5b918d49c36da20b89274f81575f3419ca6e28bb/docs/experiments/bls-macro-clustering.md"
      },
      "python": {
        "repository": "https://github.com/JovaniPink/python-data-science",
        "commit": "33d768da995b9ee346f5c34035db510ea583a434",
        "runRecord": "https://github.com/JovaniPink/python-data-science/blob/33d768da995b9ee346f5c34035db510ea583a434/docs/experiments/bls-macro-clustering.md"
      }
    },
    "summaryAgreementBasis": "The preserved run records report matching profile counts, centroids, inertia, and conclusions after raw cluster-label permutation. Month-level Elixir and Python assignment vectors were not preserved, so this artifact does not infer an assignment concordance matrix or claim identical membership.",
    "profiles": [
      {
        "key": "lower-inflation-higher-unemployment",
        "label": "Lower inflation / higher unemployment",
        "elixirCluster": "2",
        "pythonCluster": "2",
        "months": 74,
        "inflation": 1.484709,
        "unemployment": 8.633784
      },
      {
        "key": "middle-inflation-lower-unemployment",
        "label": "Middle inflation / lower unemployment",
        "elixirCluster": "1",
        "pythonCluster": "0",
        "months": 125,
        "inflation": 2.202022,
        "unemployment": 4.5368
      },
      {
        "key": "higher-inflation-lower-unemployment",
        "label": "Higher inflation / lower unemployment",
        "elixirCluster": "0",
        "pythonCluster": "1",
        "months": 28,
        "inflation": 6.637246,
        "unemployment": 4.314286
      }
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      "unemploymentRate": 4.6,
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      "profile": "middle-inflation-lower-unemployment"
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      "unemploymentRate": 4.5,
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      "profile": "middle-inflation-lower-unemployment"
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      "profile": "middle-inflation-lower-unemployment"
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      "profile": "middle-inflation-lower-unemployment"
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    {
      "date": "2007-07-01",
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    {
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