auburn-civic-data / data_quality.json
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Publish Auburn civic data export
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{
"generated_at": "2026-05-11T18:44:52.278174+00:00",
"known_limitations": [
"Polling-place next election dates and voter-registration deadlines are not populated by the source layer.",
"Some garbage route segments do not include a service_day value; these are preserved as nulls.",
"Many street segments without street_name are driveways, private roads, Opelika-adjacent segments, or unclassified GIS features.",
"The raw hydrants.fire_zone source field is almost empty; export includes derived fire_zone_spatial from Auburn fire-zone polygons.",
"A few source records have null geometry and are preserved rather than inferred."
],
"quality_labels": {
"complete": "No nulls and more than one distinct value.",
"constant": "One distinct non-null value; useful mostly as source context.",
"derived": "Created during export from official source geometry or metadata.",
"source_empty": "No non-null values in the source/export.",
"sparse": "At least 50% null, but the source has some useful values."
},
"tables": {
"addresses": {
"columns": {
"address_number": {
"distinct_count": 3807,
"label": "complete",
"null_count": 1,
"null_percentage": 0.0
},
"full_address": {
"distinct_count": 48216,
"label": "complete",
"null_count": 2,
"null_percentage": 0.0
},
"geometry_wkt": {
"distinct_count": 48308,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"latitude": {
"distinct_count": 48308,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"longitude": {
"distinct_count": 48308,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"mailing_city": {
"distinct_count": 8,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 48314,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"state": {
"distinct_count": 2,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"street_name": {
"distinct_count": 1150,
"label": "complete",
"null_count": 1,
"null_percentage": 0.0
},
"street_post_dir": {
"distinct_count": 4,
"label": "sparse",
"null_count": 43631,
"null_percentage": 90.3
},
"street_post_type": {
"distinct_count": 0,
"label": "source_empty",
"null_count": 48314,
"null_percentage": 100.0
},
"street_pre_dir": {
"distinct_count": 5,
"label": "sparse",
"null_count": 31555,
"null_percentage": 65.3
},
"street_pre_type": {
"distinct_count": 5,
"label": "sparse",
"null_count": 43617,
"null_percentage": 90.3
},
"sub_address": {
"distinct_count": 4540,
"label": "complete",
"null_count": 22904,
"null_percentage": 47.4
},
"sub_address_type": {
"distinct_count": 6,
"label": "sparse",
"null_count": 43615,
"null_percentage": 90.3
},
"zip": {
"distinct_count": 6682,
"label": "complete",
"null_count": 62,
"null_percentage": 0.1
}
},
"display_name": "Addresses",
"geometry_type": "point",
"record_count": 48314,
"table": "auburn.addresses"
},
"city_limits": {
"columns": {
"acres": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"geometry_wkt": {
"distinct_count": 3,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"shape_area": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"shape_length": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"type": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
}
},
"display_name": "City Limits",
"geometry_type": "polygon",
"record_count": 3,
"table": "auburn.city_limits"
},
"fire_stations": {
"columns": {
"address": {
"distinct_count": 8,
"label": "complete",
"null_count": 4,
"null_percentage": 30.8
},
"geometry_wkt": {
"distinct_count": 13,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"latitude": {
"distinct_count": 13,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"longitude": {
"distinct_count": 13,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 13,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"organization_name": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"station_number": {
"distinct_count": 9,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"street": {
"distinct_count": 9,
"label": "complete",
"null_count": 4,
"null_percentage": 30.8
}
},
"display_name": "Fire Stations",
"geometry_type": "point",
"record_count": 13,
"table": "auburn.fire_stations"
},
"fire_zones": {
"columns": {
"geometry_wkt": {
"distinct_count": 45,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 47,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"shape_area": {
"distinct_count": 45,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"shape_length": {
"distinct_count": 45,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"zone_code": {
"distinct_count": 43,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
}
},
"display_name": "Fire Zones",
"geometry_type": "polygon",
"record_count": 47,
"table": "auburn.fire_zones"
},
"flood_plain": {
"columns": {
"ar_revert": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"ar_subtype_reverted": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"bfe_revert": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"depth": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"depth_revert": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"dfirm_id": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"dual_zone": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"fld_ar_id": {
"distinct_count": 953,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"flood_zone": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"geometry_wkt": {
"distinct_count": 953,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"is_special_flood_hazard": {
"distinct_count": 2,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"length_unit": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 953,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"shape_area": {
"distinct_count": 953,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"shape_length": {
"distinct_count": 953,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"source_citation": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"static_bfe": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"study_type": {
"distinct_count": 2,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"velocity": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"velocity_unit": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"version_id": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"vertical_datum": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"zone_subtype": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
}
},
"display_name": "Flood Plain",
"geometry_type": "polygon",
"record_count": 953,
"table": "auburn.flood_plain"
},
"garbage_routes": {
"columns": {
"geometry_wkt": {
"distinct_count": 6952,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 6952,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"service_day": {
"distinct_count": 4,
"label": "complete",
"null_count": 1901,
"null_percentage": 27.3
},
"shape_length": {
"distinct_count": 6952,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"street_name": {
"distinct_count": 1536,
"label": "complete",
"null_count": 2276,
"null_percentage": 32.7
}
},
"display_name": "Garbage Pickup Routes",
"geometry_type": "polyline",
"record_count": 6952,
"table": "auburn.garbage_routes"
},
"hydrants": {
"columns": {
"facility_id": {
"distinct_count": 3641,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"fire_zone": {
"distinct_count": 1,
"label": "sparse",
"null_count": 3652,
"null_percentage": 100.0
},
"fire_zone_spatial": {
"distinct_count": 35,
"label": "derived",
"null_count": 69,
"null_percentage": 1.9
},
"geometry_wkt": {
"distinct_count": 3653,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"install_year": {
"distinct_count": 41,
"label": "sparse",
"null_count": 2554,
"null_percentage": 69.9
},
"last_gpm": {
"distinct_count": 158,
"label": "complete",
"null_count": 387,
"null_percentage": 10.6
},
"last_static": {
"distinct_count": 120,
"label": "complete",
"null_count": 409,
"null_percentage": 11.2
},
"latitude": {
"distinct_count": 3653,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"location": {
"distinct_count": 2549,
"label": "complete",
"null_count": 530,
"null_percentage": 14.5
},
"longitude": {
"distinct_count": 3653,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"maintained_by": {
"distinct_count": 7,
"label": "complete",
"null_count": 1,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 3653,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"owned_by": {
"distinct_count": 7,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"subtype_code": {
"distinct_count": 3,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
}
},
"display_name": "Fire Hydrants",
"geometry_type": "point",
"record_count": 3653,
"table": "auburn.hydrants"
},
"parcels": {
"columns": {
"acres": {
"distinct_count": 32975,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"acres_county_str": {
"distinct_count": 2249,
"label": "complete",
"null_count": 22,
"null_percentage": 0.1
},
"deedbook": {
"distinct_count": 1518,
"label": "complete",
"null_count": 22,
"null_percentage": 0.1
},
"deedpage": {
"distinct_count": 1061,
"label": "complete",
"null_count": 22,
"null_percentage": 0.1
},
"deedyr": {
"distinct_count": 104,
"label": "complete",
"null_count": 321,
"null_percentage": 1.0
},
"geometry_wkt": {
"distinct_count": 33025,
"label": "derived",
"null_count": 1,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 33050,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"owner": {
"distinct_count": 25212,
"label": "complete",
"null_count": 22,
"null_percentage": 0.1
},
"parcel": {
"distinct_count": 32487,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"pin": {
"distinct_count": 32471,
"label": "complete",
"null_count": 22,
"null_percentage": 0.1
},
"shape_area": {
"distinct_count": 32979,
"label": "complete",
"null_count": 1,
"null_percentage": 0.0
},
"shape_length": {
"distinct_count": 32992,
"label": "complete",
"null_count": 1,
"null_percentage": 0.0
},
"subdivision_name": {
"distinct_count": 2887,
"label": "complete",
"null_count": 28,
"null_percentage": 0.1
}
},
"display_name": "Parcels",
"geometry_type": "polygon",
"record_count": 33050,
"table": "auburn.parcels"
},
"police_beats": {
"columns": {
"beat_number": {
"distinct_count": 14,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"geometry_wkt": {
"distinct_count": 14,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 14,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
}
},
"display_name": "Police Beats",
"geometry_type": "polygon",
"record_count": 14,
"table": "auburn.police_beats"
},
"polling_places": {
"columns": {
"city": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"contact_name": {
"distinct_count": 2,
"label": "complete",
"null_count": 1,
"null_percentage": 20.0
},
"email": {
"distinct_count": 1,
"label": "constant",
"null_count": 2,
"null_percentage": 40.0
},
"full_address": {
"distinct_count": 5,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"geometry_wkt": {
"distinct_count": 5,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"handicap_accessible": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"last_editor": {
"distinct_count": 1,
"label": "constant",
"null_count": 1,
"null_percentage": 20.0
},
"last_updated": {
"distinct_count": 4,
"label": "complete",
"null_count": 1,
"null_percentage": 20.0
},
"latitude": {
"distinct_count": 5,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"longitude": {
"distinct_count": 5,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"next_election_date": {
"distinct_count": 0,
"label": "source_empty",
"null_count": 5,
"null_percentage": 100.0
},
"objectid": {
"distinct_count": 5,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"phone": {
"distinct_count": 2,
"label": "complete",
"null_count": 1,
"null_percentage": 20.0
},
"polling_hours": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"polling_id": {
"distinct_count": 5,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"polling_location": {
"distinct_count": 5,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"state": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"voter_registration_deadline": {
"distinct_count": 0,
"label": "source_empty",
"null_count": 5,
"null_percentage": 100.0
}
},
"display_name": "Polling Places",
"geometry_type": "point",
"record_count": 5,
"table": "auburn.polling_places"
},
"school_property": {
"columns": {
"acres": {
"distinct_count": 38,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"geometry_wkt": {
"distinct_count": 38,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 38,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"property_name": {
"distinct_count": 1,
"label": "constant",
"null_count": 0,
"null_percentage": 0.0
},
"shape_area": {
"distinct_count": 38,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"shape_length": {
"distinct_count": 38,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
}
},
"display_name": "School Property",
"geometry_type": "polygon",
"record_count": 38,
"table": "auburn.school_property"
},
"schools": {
"columns": {
"geometry_wkt": {
"distinct_count": 14,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"id": {
"distinct_count": 4,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"latitude": {
"distinct_count": 14,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"longitude": {
"distinct_count": 14,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 14,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"school_code": {
"distinct_count": 14,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"school_name": {
"distinct_count": 14,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
}
},
"display_name": "Schools",
"geometry_type": "point",
"record_count": 14,
"table": "auburn.schools"
},
"streets": {
"columns": {
"bike_facility": {
"distinct_count": 2,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"classification": {
"distinct_count": 12,
"label": "complete",
"null_count": 35,
"null_percentage": 0.5
},
"comments": {
"distinct_count": 34,
"label": "sparse",
"null_count": 6844,
"null_percentage": 98.7
},
"county_road": {
"distinct_count": 270,
"label": "sparse",
"null_count": 5901,
"null_percentage": 85.1
},
"facility_id": {
"distinct_count": 6932,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"geometry_wkt": {
"distinct_count": 6935,
"label": "derived",
"null_count": 0,
"null_percentage": 0.0
},
"lanes": {
"distinct_count": 8,
"label": "sparse",
"null_count": 3688,
"null_percentage": 53.2
},
"left_from": {
"distinct_count": 1454,
"label": "complete",
"null_count": 1074,
"null_percentage": 15.5
},
"left_to": {
"distinct_count": 1565,
"label": "complete",
"null_count": 1080,
"null_percentage": 15.6
},
"maintained_by": {
"distinct_count": 8,
"label": "complete",
"null_count": 3,
"null_percentage": 0.0
},
"objectid": {
"distinct_count": 6935,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"oneway": {
"distinct_count": 4,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"right_from": {
"distinct_count": 1427,
"label": "complete",
"null_count": 1056,
"null_percentage": 15.2
},
"right_to": {
"distinct_count": 1591,
"label": "complete",
"null_count": 1060,
"null_percentage": 15.3
},
"row_width": {
"distinct_count": 42,
"label": "complete",
"null_count": 2429,
"null_percentage": 35.0
},
"shape_length": {
"distinct_count": 6935,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"sidewalk_facility": {
"distinct_count": 2,
"label": "complete",
"null_count": 0,
"null_percentage": 0.0
},
"speed_limit": {
"distinct_count": 12,
"label": "complete",
"null_count": 2753,
"null_percentage": 39.7
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