{
  "title": "How did the number of bookkeeping and CPA establishments change in Salt Lake and Davis counties, Utah, from 2018 to 2023?",
  "period": "2018-2023",
  "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
  "method": "CBP employer establishments for the NAICS industry divided by CBP employer establishments for all sectors in the same county and year, multiplied by 1,000",
  "sources": [
    {
      "publisher": "U.S. Census Bureau",
      "dataset": "2018 County Business Patterns, county file",
      "url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "local_file": "data/research_cache/cbp_county/cbp18co.zip",
      "sha256": "b0265feea47c08e92d8c344154ca8679ffcac3f8e3d1a5387a5d7fee8133b857",
      "source_last_modified": "Thu, 25 Jun 2020 11:01:46 GMT",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "selection": "fipstate+fipscty in ['49011', '49035']; naics in ['541219', '541211', '5412//'] plus ------; columns est, n<5"
    },
    {
      "publisher": "U.S. Census Bureau",
      "dataset": "2019 County Business Patterns, county file",
      "url": "https://www2.census.gov/programs-surveys/cbp/datasets/2019/cbp19co.zip",
      "local_file": "data/research_cache/cbp_county/cbp19co.zip",
      "sha256": "a75f31b5d0b76a0de3957d8289be0359cc4008015bbf492b40c664ccf6580966",
      "source_last_modified": "Thu, 22 Apr 2021 10:53:30 GMT",
      "retrieved_at_utc": "2026-10-10T17:58:48+00:00",
      "selection": "fipstate+fipscty in ['49011', '49035']; naics in ['541219', '541211', '5412//'] plus ------; columns est, n<5"
    },
    {
      "publisher": "U.S. Census Bureau",
      "dataset": "2020 County Business Patterns, county file",
      "url": "https://www2.census.gov/programs-surveys/cbp/datasets/2020/cbp20co.zip",
      "local_file": "data/research_cache/cbp_county/cbp20co.zip",
      "sha256": "3df8fb3409bc5ae5691cd145a45b26f58a29652c4dd4e62f8e709c23fab60e8d",
      "source_last_modified": "Thu, 28 Apr 2022 10:35:48 GMT",
      "retrieved_at_utc": "2026-10-10T17:58:51+00:00",
      "selection": "fipstate+fipscty in ['49011', '49035']; naics in ['541219', '541211', '5412//'] plus ------; columns est, n<5"
    },
    {
      "publisher": "U.S. Census Bureau",
      "dataset": "2021 County Business Patterns, county file",
      "url": "https://www2.census.gov/programs-surveys/cbp/datasets/2021/cbp21co.zip",
      "local_file": "data/research_cache/cbp_county/cbp21co.zip",
      "sha256": "d1d7c917aab46aed5ae7116068e0574cbcec97a722b136166fefa3ab9a9dc258",
      "source_last_modified": "Thu, 27 Apr 2023 11:41:32 GMT",
      "retrieved_at_utc": "2026-10-10T17:58:54+00:00",
      "selection": "fipstate+fipscty in ['49011', '49035']; naics in ['541219', '541211', '5412//'] plus ------; columns est, n<5"
    },
    {
      "publisher": "U.S. Census Bureau",
      "dataset": "2022 County Business Patterns, county file",
      "url": "https://www2.census.gov/programs-surveys/cbp/datasets/2022/cbp22co.zip",
      "local_file": "data/research_cache/cbp_county/cbp22co.zip",
      "sha256": "dcea1d9a7060cdb763c841d863163856ba8d5a50dce9056992bdeacd08ff99b4",
      "source_last_modified": "Thu, 27 Jun 2024 11:29:11 GMT",
      "retrieved_at_utc": "2026-10-10T17:58:57+00:00",
      "selection": "fipstate+fipscty in ['49011', '49035']; naics in ['541219', '541211', '5412//'] plus ------; columns est, n<5"
    },
    {
      "publisher": "U.S. Census Bureau",
      "dataset": "2023 County Business Patterns, county file",
      "url": "https://www2.census.gov/programs-surveys/cbp/datasets/2023/cbp23co.zip",
      "local_file": "data/research_cache/cbp_county/cbp23co.zip",
      "sha256": "e9539e96ceb91608ad44ab1cfc651d7c1ff9b88bddfe7a8ff64134ccde6e9603",
      "source_last_modified": "Thu, 26 Jun 2025 12:00:28 GMT",
      "retrieved_at_utc": "2026-10-10T17:59:00+00:00",
      "selection": "fipstate+fipscty in ['49011', '49035']; naics in ['541219', '541211', '5412//'] plus ------; columns est, n<5"
    }
  ],
  "claims": [
    {
      "claim": "Salt Lake County, Utah 541219 establishments 2018",
      "value": 197,
      "unit": "employer establishments",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 541219",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
        "county_fips": "49035",
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        "year": 2018,
        "field": "establishments",
        "cbp_cell": {
          "fipstate": "49",
          "fipscty": "035",
          "naics": "541219",
          "column": "est"
        },
        "calculation": null
      }
    },
    {
      "claim": "Salt Lake County, Utah 541219 total_establishments 2018",
      "value": 32767,
      "unit": "employer establishments",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS ------",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
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        "field": "total_establishments",
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          "fipscty": "035",
          "naics": "------",
          "column": "est"
        },
        "calculation": null
      }
    },
    {
      "claim": "Salt Lake County, Utah 541219 establishments_per_1000_businesses 2018",
      "value": 6.01,
      "unit": "establishments per 1,000 employer establishments in the county",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 541219",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
        "county_fips": "49035",
        "naics": "541219",
        "year": 2018,
        "field": "establishments_per_1000_businesses",
        "cbp_cell": null,
        "calculation": "establishments / total_establishments * 1000, rounded to 2 decimals"
      }
    },
    {
      "claim": "Salt Lake County, Utah 541219 establishments_under_5_employees 2018",
      "value": 151,
      "unit": "employer establishments with fewer than 5 employees",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 541219",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
        "county_fips": "49035",
        "naics": "541219",
        "year": 2018,
        "field": "establishments_under_5_employees",
        "cbp_cell": {
          "fipstate": "49",
          "fipscty": "035",
          "naics": "541219",
          "column": "n<5"
        },
        "calculation": null
      }
    },
    {
      "claim": "Salt Lake County, Utah 541211 establishments 2018",
      "value": 262,
      "unit": "employer establishments",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 541211",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
        "county_fips": "49035",
        "naics": "541211",
        "year": 2018,
        "field": "establishments",
        "cbp_cell": {
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          "fipscty": "035",
          "naics": "541211",
          "column": "est"
        },
        "calculation": null
      }
    },
    {
      "claim": "Salt Lake County, Utah 541211 total_establishments 2018",
      "value": 32767,
      "unit": "employer establishments",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS ------",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
        "county_fips": "49035",
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        "year": 2018,
        "field": "total_establishments",
        "cbp_cell": {
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        },
        "calculation": null
      }
    },
    {
      "claim": "Salt Lake County, Utah 541211 establishments_per_1000_businesses 2018",
      "value": 8.0,
      "unit": "establishments per 1,000 employer establishments in the county",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 541211",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
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        "field": "establishments_per_1000_businesses",
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        "calculation": "establishments / total_establishments * 1000, rounded to 2 decimals"
      }
    },
    {
      "claim": "Salt Lake County, Utah 541211 establishments_under_5_employees 2018",
      "value": 192,
      "unit": "employer establishments with fewer than 5 employees",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 541211",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
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          "fipscty": "035",
          "naics": "541211",
          "column": "n<5"
        },
        "calculation": null
      }
    },
    {
      "claim": "Salt Lake County, Utah 5412// establishments 2018",
      "value": 650,
      "unit": "employer establishments",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 5412//",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
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        "field": "establishments",
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          "column": "est"
        },
        "calculation": null
      }
    },
    {
      "claim": "Salt Lake County, Utah 5412// total_establishments 2018",
      "value": 32767,
      "unit": "employer establishments",
      "period": "2018",
      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS ------",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
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    {
      "claim": "Salt Lake County, Utah 5412// establishments_per_1000_businesses 2018",
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      "unit": "establishments per 1,000 employer establishments in the county",
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      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 5412//",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
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        "calculation": "establishments / total_establishments * 1000, rounded to 2 decimals"
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      "unit": "employer establishments with fewer than 5 employees",
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      "geography": "Salt Lake County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 5412//",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
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      "claim": "Davis County, Utah 541219 establishments 2018",
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      "unit": "employer establishments",
      "period": "2018",
      "geography": "Davis County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS 541219",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
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    },
    {
      "claim": "Davis County, Utah 541219 total_establishments 2018",
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      "unit": "employer establishments",
      "period": "2018",
      "geography": "Davis County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
      "dataset_or_series_id": "County Business Patterns 2018, county file, NAICS ------",
      "retrieved_at_utc": "2026-10-10T17:58:46+00:00",
      "quote_or_cell": {
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        "field": "total_establishments",
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        "calculation": null
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    },
    {
      "claim": "Davis County, Utah 541219 establishments_per_1000_businesses 2018",
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      "unit": "establishments per 1,000 employer establishments in the county",
      "period": "2018",
      "geography": "Davis County, Utah",
      "source_publisher": "U.S. Census Bureau",
      "source_url": "https://www2.census.gov/programs-surveys/cbp/datasets/2018/cbp18co.zip",
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        "calculation": "establishments / total_establishments * 1000, rounded to 2 decimals"
      }
    },
    {
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      "unit": "employer establishments with fewer than 5 employees",
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        "calculation": "establishments / total_establishments * 1000, rounded to 2 decimals"
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    {
      "claim": "Davis County, Utah 541211 establishments_under_5_employees 2018",
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      "unit": "employer establishments with fewer than 5 employees",
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      "geography": "Davis County, Utah",
      "source_publisher": "U.S. Census Bureau",
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    {
      "claim": "Davis County, Utah 5412// establishments 2018",
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      "unit": "employer establishments",
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