{
  "checked_on": "2026-10-16",
  "guide": "/guides/county-business-patterns-python.html",
  "product": "county-business-patterns",
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    "revision": "1",
    "settings": {
      "detail": "six_digit_2017_naics",
      "totals": "published_separate",
      "size_bands": "wide_original_numeric_status",
      "absent": "not_zero"
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    "runtime": {
      "python": "3.13.6",
      "implementation": "CPython",
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      "artifacts.py": "88a62f022fb6d0c3b75692b6a3fc202435d4ec5b0a0f84897aa5cb0b44c83060",
      "config.py": "af21e514901f270da5809bcd8943611cb7c87808252de5184a7c4f81a99ba8c8",
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  "packaged_at": "2026-10-16T20:38:06Z",
  "reference_rows": {
    "county_industry.csv": 3
  },
  "reference_selection": "All matching reference relationships for the example codes; original columns and cell values retained.",
  "input_note": "Customer records are fictional; reference records are unchanged selections from the paid release.",
  "inline_example_sha256": "1c44e978c5569deea66ecb06615cd0030f71b4e36b56c615192413dec274f985",
  "sample_and_full_results_equal": true,
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