{
  "title": "Commuting methods | Inland Empire",
  "version": "1.0",
  "prepared": "2026-09-25",
  "period": "2020/2024",
  "source": "U.S. Census Bureau, 2020 to 2024 ACS five year Detailed Tables",
  "table": "B08301",
  "source_title": "Means of Transportation to Work",
  "universe": "Workers 16 years and over",
  "unit_note": "Workers age 16 and over.",
  "limitations": "Travel modes and working from home describe resident workers, not only renters. Total and subgroup rows overlap. These figures do not measure current transit service or daily trips.",
  "geographies": [
    {
      "name": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "cbsa_code": "40140"
    }
  ],
  "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat",
  "methodology_url": "https://homzora.co/inland-empire/methodology/#acs-methodology",
  "observations": [
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_001",
      "label": "Total:",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 2047862,
      "margin_of_error_90": 7295,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "2047862",
      "source_moe_raw": "7295",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_002",
      "label": "Total: / Car, truck, or van:",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 1736461,
      "margin_of_error_90": 8163,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "1736461",
      "source_moe_raw": "8163",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_003",
      "label": "Total: / Car, truck, or van: / Drove alone",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 1508698,
      "margin_of_error_90": 8481,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "1508698",
      "source_moe_raw": "8481",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_004",
      "label": "Total: / Car, truck, or van: / Carpooled:",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 227763,
      "margin_of_error_90": 5370,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "227763",
      "source_moe_raw": "5370",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_005",
      "label": "Total: / Car, truck, or van: / Carpooled: / In 2-person carpool",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 161168,
      "margin_of_error_90": 4490,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "161168",
      "source_moe_raw": "4490",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_006",
      "label": "Total: / Car, truck, or van: / Carpooled: / In 3-person carpool",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 38953,
      "margin_of_error_90": 2453,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "38953",
      "source_moe_raw": "2453",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_007",
      "label": "Total: / Car, truck, or van: / Carpooled: / In 4-person carpool",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 15179,
      "margin_of_error_90": 1650,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "15179",
      "source_moe_raw": "1650",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_008",
      "label": "Total: / Car, truck, or van: / Carpooled: / In 5- or 6-person carpool",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 8549,
      "margin_of_error_90": 955,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "8549",
      "source_moe_raw": "955",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_009",
      "label": "Total: / Car, truck, or van: / Carpooled: / In 7-or-more-person carpool",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 3914,
      "margin_of_error_90": 651,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "3914",
      "source_moe_raw": "651",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_010",
      "label": "Total: / Public transportation:",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 16471,
      "margin_of_error_90": 1399,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "16471",
      "source_moe_raw": "1399",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_011",
      "label": "Total: / Public transportation: / Bus",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 10435,
      "margin_of_error_90": 1002,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "10435",
      "source_moe_raw": "1002",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_012",
      "label": "Total: / Public transportation: / Subway or elevated rail",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 1065,
      "margin_of_error_90": 268,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "1065",
      "source_moe_raw": "268",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_013",
      "label": "Total: / Public transportation: / Long-distance train or commuter rail",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 4199,
      "margin_of_error_90": 694,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "4199",
      "source_moe_raw": "694",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_014",
      "label": "Total: / Public transportation: / Light rail, streetcar or trolley (carro público in Puerto Rico)",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 542,
      "margin_of_error_90": 219,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "542",
      "source_moe_raw": "219",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_015",
      "label": "Total: / Public transportation: / Ferryboat",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 230,
      "margin_of_error_90": 122,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "230",
      "source_moe_raw": "122",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_016",
      "label": "Total: / Taxi or ride-hailing services",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 2355,
      "margin_of_error_90": 465,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "2355",
      "source_moe_raw": "465",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_017",
      "label": "Total: / Motorcycle",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 3525,
      "margin_of_error_90": 518,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "3525",
      "source_moe_raw": "518",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_018",
      "label": "Total: / Bicycle",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 4406,
      "margin_of_error_90": 534,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "4406",
      "source_moe_raw": "534",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_019",
      "label": "Total: / Walked",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 26583,
      "margin_of_error_90": 1372,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "26583",
      "source_moe_raw": "1372",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_020",
      "label": "Total: / Other means",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 19383,
      "margin_of_error_90": 1216,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "19383",
      "source_moe_raw": "1216",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    },
    {
      "geography": "Riverside-San Bernardino-Ontario, CA Metro Area",
      "geo_id": "310M700US40140",
      "geography_type": "metropolitan statistical area",
      "period_start": "2020",
      "period_end": "2024",
      "table": "B08301",
      "variable": "B08301_021",
      "label": "Total: / Worked from home",
      "universe": "Workers 16 years and over",
      "unit": "workers",
      "estimate": 238678,
      "margin_of_error_90": 4980,
      "value_status": "published_numeric",
      "value_note": "",
      "source_estimate_raw": "238678",
      "source_moe_raw": "4980",
      "source_url": "https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b08301.dat"
    }
  ],
  "license": "https://www.census.gov/about/policies/citation.html"
}