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56,681 columns in the coverage ledger · read from /api/field-coverage on citytap-prod · source last observed Oct 12, 2026, 2:13 AM
3,026 datasets, 56,681 catalogued fields, 0 of them still unread. Every band below is a share of that, worst first. Open one to see its datasets.
Freshness above is about the data being current. This is about the data being understood: how many of the catalogue's fields carry a meaning we can act on, which datasets are still waiting, and how far the joinable web reaches.
Filtered to datasets carrying bin. Clear
| Dataset | Fields | Decided | Understood | Nobody looked | Shared terms | |
|---|---|---|---|---|---|---|
| Dining Out NYC Locations fpeh-f7ci | 23 | 23 100% | 15 | 0 | 5 | See every field |
| Buildings Subject to HPD Jurisdiction kj4p-ruqc | 23 | 23 100% | 6 | 0 | 2 | See every field |
| BP Appointments - BIDS pvxf-9irb | 23 | 23 100% | 7 | 0 | 5 | See every field |
| Participatory Budgeting Project Tracker qm5f-frjb | 23 | 23 100% | 8 | 0 | 3 | See every field |
| Address Assignments qy7q-cb9e | 23 | 23 100% | 11 | 0 | 3 | See every field |
| Serious Injury Response, Tracking & Analysis Program (SIRTA) xeqp-qz8h | 23 | 23 100% | 11 | 0 | 5 | See every field |
| 2019 Volunteers Count Report - Boroughs yunp-vs8g | 23 | 23 100% | 8 | 0 | 4 | See every field |
| Community Board Leadership 3gkd-ddzn | 22 | 22 100% | 8 | 0 | 3 | See every field |
| 2020 DOE Kindergarten Admissions Guide 8532-9v5k | 22 | 22 100% | 15 | 0 | 5 | See every field |
| Grant Applications Tracking Table 97zg-4p9t | 22 | 22 100% | 13 | 0 | 4 | See every field |
| Evaluation and Monitoring Reports for Program Sites 9f5n-qdib | 22 | 22 100% | 12 | 0 | 4 | See every field |
| Production office space bvna-6j7v | 22 | 22 100% | 6 | 0 | 3 | See every field |
| Certification of No Harassment (CONH) Pilot Building List bzxi-2tsw | 22 | 22 100% | 10 | 0 | 6 | See every field |
| 2021 DOE Kindergarten Admissions Guide e7es-jx5j | 22 | 22 100% | 15 | 0 | 5 | See every field |
| Denied TW and Wholesale Market Companies exsg-kpya | 22 | 22 100% | 12 | 0 | 3 | See every field |
| NYC Cooling Tower System Inspection Results f9wb-g8mb | 22 | 22 100% | 12 | 0 | 4 | See every field |
| NYC Parks Structures n8q6-i44s | 22 | 22 100% | 3 | 0 | 1 | See every field |
| NYC Drinking Water Tank Inspections and Audits Compliance Results rytv-g5ui | 22 | 22 100% | 12 | 0 | 4 | See every field |
| DOB License Info t8hj-ruu2 | 22 | 22 100% | 9 | 0 | 2 | See every field |
| DCAS Managed Public Buildings xx2p-4jnq | 22 | 22 100% | 11 | 0 | 4 | See every field |
| NYC Taxi and Limousine Commission authorized Dispatch Service Providers (DSP) 2n4x-d97d | 21 | 21 100% | 8 | 0 | 4 | See every field |
| DOB NOW: Safety Boiler 52dp-yji6 | 21 | 21 100% | 13 | 0 | 1 | See every field |
| Verified Locations for NYC City-Funded Social Service Contracts FY2018 (Physical Address) 922w-z7da | 21 | 21 100% | 8 | 0 | 5 | See every field |
| Capital Grant Awards 2014 9umc-3b2y | 21 | 21 100% | 9 | 0 | 3 | See every field |
| Bureau of Fire Prevention - Active Violation Orders (Historical) bi53-yph3 | 21 | 21 100% | 11 | 0 | 4 | See every field |
| Local Law 161- Agency Calls to NYPD for Assistance at Job and SNAP Centers ejux-uh6h | 21 | 21 100% | 12 | 0 | 7 | See every field |
| Clean Air Tracking System (CATS) Permits f4rp-2kvy | 21 | 21 100% | 6 | 0 | 1 | See every field |
| Queens Library Branches kh3d-xhq7 | 21 | 21 100% | 11 | 0 | 7 | See every field |
| Avenue NYC CFY17-CFY19 qjvp-rnsx | 21 | 21 100% | 11 | 0 | 3 | See every field |
| CommonPlace t95h-5fsr | 21 | 21 100% | 2 | 0 | 1 | See every field |
| Hotels Properties Citywide tjus-cn27 | 21 | 21 100% | 8 | 0 | 3 | See every field |
| List of NYC Aging Providers with Sites Open to the Public u7wp-np5k | 21 | 21 100% | 16 | 0 | 6 | See every field |
| Bedbug Reporting wz6d-d3jb | 21 | 21 100% | 8 | 0 | 3 | See every field |
| Open Restaurants Inspections (Historical) 4dx7-axux | 20 | 20 100% | 12 | 0 | 3 | See every field |
| Bridge Ratings 4yue-vjfc | 20 | 20 100% | 8 | 0 | 1 | See every field |
| Evictions 6z8x-wfk4 | 20 | 20 100% | 12 | 0 | 3 | See every field |
| Queens Community Board District Managers and Chairs 8z5h-tzdr | 20 | 20 100% | 11 | 0 | 4 | See every field |
| Construction-Related Incidents bf97-mjsy | 20 | 20 100% | 15 | 0 | 3 | See every field |
| Clergy Parking Permits bvug-v3mm | 20 | 20 100% | 11 | 0 | 5 | See every field |
| Active NYC Health Code Regulated Child Care Programs gy3q-4tzp | 20 | 20 100% | 9 | 0 | 4 | See every field |
| Bronx Borough President Capital Funding mdgu-ar69 | 20 | 20 100% | 14 | 0 | 7 | See every field |
| Legal Defense Trust Expenditures mhyv-6iza | 20 | 20 100% | 14 | 0 | 6 | See every field |
| 2012-2013 Young Adult Borough Centers pfn4-vjwr | 20 | 20 100% | 9 | 0 | 5 | See every field |
| DOHMH HIV Service Directory pwts-g83w | 20 | 20 100% | 10 | 0 | 6 | See every field |
| Manhattan Community Grants - Historical rsnd-bbih | 20 | 20 100% | 9 | 0 | 3 | See every field |
| Bureau of Fire Prevention - Inspections (Historical) ssq6-fkht | 20 | 20 100% | 11 | 0 | 4 | See every field |
| Order to Repair/Vacate Orders tb8q-a3ar | 20 | 20 100% | 11 | 0 | 5 | See every field |
| 2020 DOE Gifted and Talented Admissions Guide tcj7-bhry | 20 | 20 100% | 13 | 0 | 5 | See every field |
| 2019 DOE Kindergarten Admissions Guide urzf-q2g5 | 20 | 20 100% | 12 | 0 | 3 | See every field |
| NYC Municipal Building Energy Benchmarking Results vvj6-d5qx | 20 | 20 100% | 3 | 0 | 2 | See every field |
A line means a dataset carries a field tagged with a shared vocabulary term. Two datasets on the same term speak the same language about it, which is what makes a cross-dataset question possible. Sharing a term is not the same as a working join — the dataset page says whether a specific pair compiles.
Bipartite. A dimension node is a conformed-dimension family; a dataset node is a catalog dataset; an edge means that dataset carries at least one column tagged with that dimension, and names the columns that carry it.
How many of an edge's tagging columns carry a method that actually read something. Zero means the edge rests entirely on carried lexical tags.
Two datasets on the same dimension node share a vocabulary, which is weaker than a join. GET /api/datasets/{fourFour}/bindings/{partner} decides whether a specific pair compiles; executing it additionally needs both marts present.
Gaps in the data behind this page
Source last observed Oct 12, 2026, 2:13 AM.
603 of the 3,026 datasets in the catalog list no columns at all.
603 / 3,026
Source: /api/field-coverage
Check it yourself: /api/field-coverage#/catalog/datasets_no_inventory
These pages state their own gaps: /datasets, /freshness, /scorecard, /scorecard/fields, /analyses, /ontology, /graph, /alerts, any topic page under /domains, any dataset page.