{
  "schemaVersion": 1,
  "reviewedOn": "2026-11-01",
  "sources": {
    "fisc": {
      "title": "Lincoln Institute · Fiscally Standardized Cities",
      "year": "2023",
      "url": "https://www.lincolninst.edu/data/fiscally-standardized-cities/",
      "download": "https://www.lincolninst.edu/app/uploads/2026/01/FiSC-Full-Dataset-2023-Update.xlsx",
      "sha256": "3d43bb9cd7cfbd5cfbceb3fa91c3d27b130aef2a141de7971bfeb66024d2947e",
      "locator": "Data sheet; year=2023; city_name; fiscal fields listed in each record"
    },
    "parks": {
      "title": "Trust for Public Land · ParkScore data",
      "year": "2026 edition",
      "url": "https://www.tpl.org/park-data-downloads",
      "download": "https://parkserve.tpl.org/downloads/historic/2026_ParkScoreRank.pdf",
      "sha256": "53f3b20f0b6d8a4ee78e74d6a2b941a9bd3c4bf04a34d1b339dc34cc0789d870",
      "locator": "Page 1; named city rows; raw access and investment columns, not scores"
    },
    "libraries": {
      "title": "IMLS · Public Libraries Survey",
      "year": "FY 2024",
      "url": "https://www.imls.gov/research-evaluation/surveys/public-libraries-survey-pls",
      "download": "https://www.imls.gov/sites/default/files/2026-06/pls_fy2024_csv.zip",
      "sha256": "6aad0913b6630879f0f859e4b54cd062b3c6e9853218153ca5e4aa2d678a11e7",
      "locator": "CSV/PLS_FY24_AE_pud24i.csv; exact FSCSKEY; POPU_UND, TOTOPEXP, VISITS, TOTCIR, TOTATTEN and flags"
    },
    "transit": {
      "title": "Federal Transit Administration · National Transit Database",
      "year": "Report year 2025",
      "url": "https://www.transit.dot.gov/ntd/data-product/ts21-service-data-and-operating-expenses-time-series-mode-2",
      "download": "https://data.transportation.gov/resource/npsm-38gk.json?%24where=report_year+in%28%272024%27%2C%272025%27%29+AND+ntd_id+in%28%2700001%27%2C%2700008%27%2C%2780006%27%2C%2750027%27%2C%2760048%27%2C%2790015%27%2C%2740018%27%2C%2760017%27%2C%2740004%27%29+AND+mode+in%28%27MB%27%2C%27TB%27%2C%27RB%27%29&%24limit=5000&%24order=report_year%2Cntd_id%2Cmode%2Ctype_of_service%2Cfield",
      "sha256": "c6a8998513b8f27f6b0005106290c801928cad38fb2d43c3232dba4611470460",
      "locator": "TS2.1 DataHub; exact NTD IDs; MB, TB, RB; all operating service types; 2025 displayed, 2024 retained for audit"
    },
    "housing": {
      "title": "HUD · Continuum of Care System Performance Measures",
      "year": "Federal FY 2024",
      "url": "https://files.hudexchange.info/resources/documents/System-Performance-Measures-Data.xlsx",
      "download": "https://files.hudexchange.info/resources/documents/System-Performance-Measures-Data.xlsx",
      "sha256": "82796eb0686e3fc53d64ebd6ca4d9a4b2629f313591b7d1ae8d3d3aab43c61af",
      "locator": "2024 sheet; exact HUD CoC Number; SPM 7b1, SPM 2 (All), bed coverage and emergency-shelter unknown destinations"
    },
    "safety": {
      "title": "Major Cities Chiefs Association · Agency violent-crime survey",
      "year": "2025 versus 2024",
      "url": "https://majorcitieschiefs.com/resources/",
      "download": "https://majorcitieschiefs.com/wp-content/uploads/2026/02/MCCA-Violent-Crime-Report-2025-and-2024-Year-End.pdf",
      "sha256": "df798be0b738c7130ee1c386299c9afa6c8f06a121e49664092b45a8bcc7cc3a",
      "locator": "Pages 2–4; city police agency rows; preliminary counts, released February 4, 2026"
    }
  },
  "cities": [
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      "id": "portland",
      "name": "Portland",
      "state": "OR",
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      "consolidated": false,
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        "libraries": 182.77,
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        "health": 470.84,
        "public_welfare": 530.76,
        "transportation": 836.71,
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        "parking": 17.39,
        "airport": 198.58,
        "seaport": 71.61,
        "public_safety": 1042.3,
        "police": 443.66,
        "fire": 273.31,
        "corrections": 254.95,
        "inspection": 70.38,
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        "housing_commdevt": 723.32,
        "parks_recreation": 368.08,
        "sewers": 661.48,
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        "administration": 581.48,
        "interest_general": 426.37,
        "misc": 494.82,
        "utility_water": 387.88,
        "utility_transit": 388.42,
        "utility_elec": 5.19,
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        "capital_general": 1363.32,
        "capital_utility": 233.89
      },
      "library": {
        "id": "OR0063",
        "agency": "MULTNOMAH COUNTY LIBRARY",
        "start": "07/01/2023",
        "end": "06/30/2024",
        "raw": {
          "POPU_UND": 802464,
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          "TOTOPEXP": 97098010,
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          "HRS_OPEN": 35624
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      },
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        "agency": "TriMet",
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          {
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            ],
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            },
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          }
        ]
      },
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        "returnCohort": 4186,
        "returns": 679,
        "returnPercent": 16.2207,
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        "shelterExitRecords": 6264,
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        "unknownShelterPercent": 37.484
      },
      "parks": {
        "geography": "Portland, OR",
        "investmentPerResident": 322,
        "accessPercent": 90,
        "lowIncomeAccessPercent": 91,
        "sourceRow": "9    Portland, OR                         4.9       42      15.7%       81         62         90%      86         89%      86           91%       87        0.37          25           0.40           27           56            $322    100       3.3      34        5.9      100       21.6      89      0.5       21      2.7       82      24.7     100        2.1       26          72            75.1        Portland, OR"
      },
      "safety": {
        "agency": "Portland OR Police",
        "currentYear": 2025,
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        "preliminary": true,
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          },
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          }
        }
      }
    },
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        "parking": 14.94,
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        "public_safety": 984.05,
        "police": 460.7,
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        "corrections": 96.07,
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      "library": {
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        }
      }
    },
    {
      "id": "denver",
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      "library": {
        "id": "CO0034",
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        ]
      },
      "housing": {
        "id": "CO-503",
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      },
      "parks": {
        "geography": "Denver, CO",
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        "lowIncomeAccessPercent": 96,
        "sourceRow": "11    Denver, CO                           6.6       59      10.3%       48         54         96%      95         96%      95           96%       95        0.78          67           0.36           22           70            $241     74       7.0      88        2.2       74       18.9      76      0.8       45      1.2       33      15.6     100        4.1       69          75            73.5        Denver, CO"
      },
      "safety": {
        "agency": "Denver CO Police",
        "currentYear": 2025,
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        "preliminary": true,
        "crimes": {
          "homicide": {
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            "previous": 70,
            "changePercent": -47.1429
          },
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            "changePercent": -5.8824
          },
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          },
          "aggravatedAssault": {
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            "changePercent": -10.0942
          }
        }
      }
    },
    {
      "id": "minneapolis",
      "name": "Minneapolis",
      "state": "MN",
      "population": 422613,
      "consolidated": false,
      "spending": {
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        "spending_general": 7795.77,
        "spending_utility": 229.92,
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        "educ_elem_sec": 1832.46,
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        "libraries": 56.52,
        "health_welfare": 1750.29,
        "hospitals": 1096.56,
        "health": 538.28,
        "public_welfare": 115.46,
        "transportation": 597.43,
        "highways": 373.93,
        "parking": 104.66,
        "airport": 118.83,
        "seaport": 0,
        "public_safety": 887.24,
        "police": 561.3,
        "fire": 182.22,
        "corrections": 85.92,
        "inspection": 57.8,
        "envir_housing": 1398.38,
        "housing_commdevt": 469.08,
        "parks_recreation": 420.74,
        "sewers": 347.86,
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