{
  "snapshot_id": "approved-static-6fbe9b847dfeb5d6",
  "schema_version": "immigrationdb-report-dataset-v1",
  "generated_at": "2026-07-16",
  "report": {
    "schema_version": "immigrationdb-generated-report-v1",
    "canonical_slug": "us-cities-highest-bachelors-share",
    "canonical_path": "/reports/us-cities-highest-bachelors-share/",
    "title": "US cities with the highest bachelor’s-degree share",
    "question": "US cities with the highest bachelor’s-degree share",
    "short_answer": "Scarsdale, United States is first in the current published ranking at 91.15 %; compare its source date and geographic grain before using the result.",
    "summary": "US city records ranked by the ACS share of adults with a bachelor’s degree or higher.",
    "report_type": "data_driven_report",
    "scope": "country cities",
    "status": "accepted",
    "indexability": "indexable",
    "not_advice_disclaimer": "This ranking is a source-backed reference. Read the source, geographic grain and observation date before comparing rows.",
    "methodology_id": "methodology-us-cities-highest-bachelors-share-v1",
    "methodology": {
      "summary": "Use compatible published metric fields (g07_bachelors_or_higher_share_pct), keep numeric verified rows with direct source URLs, and sort descending.",
      "formula": "g07_bachelors_or_higher_share_pct desc",
      "assumptions": [
        "Rows use compatible displayed units; source definitions and geographic grain remain available in the linked evidence."
      ],
      "exclusions": [
        "Supplemental sources, null values and rows without direct source URLs are excluded."
      ],
      "source_policy": "Verified sources with direct URL and visible scope"
    },
    "freshness": {
      "last_checked": "2026-07-04",
      "status": "generated_from_current_reusable_facts",
      "field_dates_visible": true
    },
    "rows": [
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-3665431",
        "label": "Scarsdale, United States",
        "country_code": "US",
        "value": 91.15,
        "value_display": "91.15 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
          "us_fb6d5aec0006"
        ],
        "evidence": [
          {
            "source_id": "us_fb6d5aec0006",
            "url": "https://api.censusreporter.org/1.0/data/show/latest?table_ids=B25064%2CB25070%2CB25003%2CB25002%2CB25077%2CB15003%2CB14001%2CB27001%2CB08201&geo_ids=16000US3659641%2C16000US3661148%2C16000US3663000%2C16000US3663264%2C16000US3663418%2C16000US3664309%2C16000US3664325%2C16000US3664749%2C16000US3665255%2C16000US3665431%2C16000US3665508%2C16000US3665893%2C16000US3666047%2C16000US3667638%2C16000US3668286%2C16000US3670420%2C16000US3671894%2C16000US3673000%2C16000US3673176%2C16000US3674166%2C16000US3675484%2C16000US3675583%2C16000US3676540%2C16000US3676705%2C16000US3677849",
            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
          }
        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-4874492",
        "label": "University Park, United States",
        "country_code": "US",
        "value": 90.85,
        "value_display": "90.85 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
          "us_19fd7969cc90"
        ],
        "evidence": [
          {
            "source_id": "us_19fd7969cc90",
            "url": "https://api.censusreporter.org/1.0/data/show/latest?table_ids=B25064%2CB25070%2CB25003%2CB25002%2CB25077%2CB15003%2CB14001%2CB27001%2CB08201&geo_ids=16000US4871540%2C16000US4871948%2C16000US4872176%2C16000US4872284%2C16000US4872296%2C16000US4872368%2C16000US4872392%2C16000US4872530%2C16000US4873316%2C16000US4873493%2C16000US4873710%2C16000US4874144%2C16000US4874408%2C16000US4874492%2C16000US4874588%2C16000US4874924%2C16000US4875236%2C16000US4875308%2C16000US4875428%2C16000US4875476%2C16000US4876000%2C16000US4876096%2C16000US4876228%2C16000US4876672%2C16000US4876816",
            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
          }
        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-4877956",
        "label": "West University Place, United States",
        "country_code": "US",
        "value": 90.4,
        "value_display": "90.4 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "us_587b350170d7",
            "url": "https://api.censusreporter.org/1.0/data/show/latest?table_ids=B25064%2CB25070%2CB25003%2CB25002%2CB25077%2CB15003%2CB14001%2CB27001%2CB08201&geo_ids=16000US4876864%2C16000US4876948%2C16000US4877272%2C16000US4877956%2C16000US4878136%2C16000US4878388%2C16000US4878436%2C16000US4878544%2C16000US4879000%2C16000US4879408%2C16000US4879492%2C16000US4879576%2C16000US4879672%2C16000US4879972%2C16000US4880224%2C16000US4880356%2C16000US4880560%2C16000US4900540%2C16000US4901310%2C16000US4906810%2C16000US4907690%2C16000US4908460%2C16000US4911320%2C16000US4911440%2C16000US4911980",
            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
          }
        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-2927334",
        "label": "Glendale, United States",
        "country_code": "US",
        "value": 90.14,
        "value_display": "90.14 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "us_2c7e5d4fd62b",
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            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
          }
        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-0151696",
        "label": "Mountain Brook, United States",
        "country_code": "US",
        "value": 88.56,
        "value_display": "88.56 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "us_78e8f069eb64",
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            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
          }
        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-0656938",
        "label": "Piedmont, United States",
        "country_code": "US",
        "value": 88.41,
        "value_display": "88.41 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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        ],
        "evidence": [
          {
            "source_id": "us_2da5314c700f",
            "url": "https://api.censusreporter.org/1.0/data/show/latest?table_ids=B25064%2CB25070%2CB25003%2CB25002%2CB25077%2CB15003%2CB14001%2CB27001%2CB08201&geo_ids=16000US0656112%2C16000US0656700%2C16000US0656784%2C16000US0656924%2C16000US0656938%2C16000US0657288%2C16000US0657414%2C16000US0657456%2C16000US0657526%2C16000US0657540%2C16000US0657764%2C16000US0657792%2C16000US0658072%2C16000US0658240%2C16000US0658296%2C16000US0658520%2C16000US0659444%2C16000US0659451%2C16000US0659500%2C16000US0659514%2C16000US0659587%2C16000US0659892%2C16000US0659920%2C16000US0659962%2C16000US0660018",
            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
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        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-1729652",
        "label": "Glencoe, United States",
        "country_code": "US",
        "value": 88.18,
        "value_display": "88.18 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
          {
            "source_id": "us_50480581190c",
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            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
          }
        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-0643280",
        "label": "Los Altos, United States",
        "country_code": "US",
        "value": 88.12,
        "value_display": "88.12 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
          {
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            "url": "https://api.censusreporter.org/1.0/data/show/latest?table_ids=B25064%2CB25070%2CB25003%2CB25002%2CB25077%2CB15003%2CB14001%2CB27001%2CB08201&geo_ids=16000US0642202%2C16000US0642370%2C16000US0642468%2C16000US0642524%2C16000US0643000%2C16000US0643140%2C16000US0643224%2C16000US0643280%2C16000US0643294%2C16000US0644000%2C16000US0644028%2C16000US0644112%2C16000US0644574%2C16000US0644826%2C16000US0645022%2C16000US0645246%2C16000US0645358%2C16000US0645400%2C16000US0645484%2C16000US0645778%2C16000US0646114%2C16000US0646170%2C16000US0646492%2C16000US0646828%2C16000US0646842",
            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
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        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-2939656",
        "label": "Ladue, United States",
        "country_code": "US",
        "value": 88.05,
        "value_display": "88.05 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
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        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-4833824",
        "label": "Highland Park, United States",
        "country_code": "US",
        "value": 87.91,
        "value_display": "87.91 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
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            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
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        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-3422440",
        "label": "Fair Haven borough, United States",
        "country_code": "US",
        "value": 86.84,
        "value_display": "86.84 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
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            "retrieved_at": "2026-07-04"
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        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-1782530",
        "label": "Winnetka, United States",
        "country_code": "US",
        "value": 86.66,
        "value_display": "86.66 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
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      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-4227120",
        "label": "Fox Chapel borough, United States",
        "country_code": "US",
        "value": 85.89,
        "value_display": "85.89 %",
        "status": "accepted",
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            "locator": "g07_bachelors_or_higher_share_pct; geographic grain: place",
            "retrieved_at": "2026-07-04"
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        ]
      },
      {
        "row_id": "us-cities-highest-bachelors-share:us-place-0654232",
        "label": "Orinda, United States",
        "country_code": "US",
        "value": 85.85,
        "value_display": "85.85 %",
        "status": "accepted",
        "metric_id": "g07_bachelors_or_higher_share_pct",
        "source_quality": "verified",
        "source_ids": [
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        "evidence": [
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    "meaning_audit": [
      "Compare the displayed value, unit, source date and geographic grain together.",
      "A city label does not change a regional observation into a city measurement."
    ],
    "blockers": [],
    "counts": {
      "rows_total": 30,
      "rows_accepted": 30,
      "rows_blocked": 0,
      "accepted_items": 30,
      "blocked_items": 0
    }
  }
}