Observatory / Data & sources
Public research · v0.1
MOBILITY, IN PERSPECTIVE

Every result starts with a source.

Verified endpoints, archived inputs, and an honest record of what is missing.

A PRACTICAL RESEARCH APPLICATION

This independent transit dashboard applies open government data to transportation accessibility research focused on Tampa and St. Petersburg. It complements two related projects maintained by the same developer.

Tampa Bay Data Explorer

A public data discovery platform that helps users find government-published datasets from municipalities and agencies across the Tampa Bay region. It was used to discover and verify the GIS listings documented on the data-sources page. St. Petersburg's municipal boundary matches a verified listing. Tampa's municipal boundary and the HART/PSTA GTFS archives were obtained independently; the listed HART GIS inventory is not used in the dashboard's stop counts.

tampaBayOpenData

An open-source R package for discovering and retrieving Tampa Bay government GIS data. It offers a complementary programmatic workflow for regional research. This dashboard's current ingestion and analysis use Python and direct publisher/archive requests; the R package was not used to retrieve or process these datasets.

Both projects help users discover data and tools. Original government publishers retain credit for their datasets. This dashboard is not affiliated with or endorsed by the City of Tampa, the City of St. Petersburg, HART, or PSTA.

Discovery and analysis inputs are tracked separately. Tampa Bay Data Explorer listings were checked against publisher metadata and sample queries. Its expanded catalog is incomplete. The displayed stop inventory uses external HART/PSTA GTFS archives; verified GIS listings are documented for follow-up analysis.

Discovery platformVerified

Tampa Bay Data Explorer

Initial requests returned 403. A later request with the pipeline User-Agent succeeded. See discovery.json for verified listings and incomplete-catalog limitations.

Open source
Original publisher
Not a government dataset publisher; discovery platform
Dataset / distribution URL
Original source
Geographic coverage
Tampa Bay regional catalog
Last dataset update (UTC)
Not supplied / not verified
Data limitations
Initial requests returned 403. A later request with the pipeline User-Agent succeeded. See discovery.json for verified listings and incomplete-catalog limitations.
TB Data Explorer verification
External / not verified through platform
Retrieved (UTC)
2026-11-15T08:10:59.701349+00:00
SHA-256
3bf6218c71d4fdac946abaafc1ccd48216c1b7e4808a3daffbb018e66c438694
Discovery inventory (not used in measures)Verified listing

Tampa boundary (shoreline representation) — City of Tampa

This is a shoreline-modified representation; it must not be labeled the legal incorporated boundary or used as a survey.

Open source
Original publisher
City of Tampa
Dataset / distribution URL
Original source
Geographic coverage
Tampa
Last dataset update (UTC)
Not supplied / not verified
Data limitations
This is a shoreline-modified representation; it must not be labeled the legal incorporated boundary or used as a survey.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:22.321593+00:00
Verified fields
OBJECTID, ID, Municipality, LASTUPDATE, GlobalID, SHAPE, SHAPE.STArea(), SHAPE.STLength(), created_user, created_date
SHA-256
8fd83707c16648928e7af97ad98b4abd295ddbe70153dea3c2bbc5445211820f
Discovery inventory (not used in measures)Verified listing

Park polygons — City of Tampa

The source includes OWNER, OWNERTYPE, and PUBLIC_ attributes; publisher City of Tampa does not imply every mapped park is City-owned.

Open source
Original publisher
City of Tampa
Dataset / distribution URL
Original source
Geographic coverage
Tampa
Last dataset update (UTC)
Not supplied / not verified
Data limitations
The source includes OWNER, OWNERTYPE, and PUBLIC_ attributes; publisher City of Tampa does not imply every mapped park is City-owned.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:22.322292+00:00
Verified fields
OBJECTID, FACILITYID, LASTUPDATE, LASTEDITOR, Shape, Shape.STArea(), Shape.STLength(), GlobalID, WEBSITE, PARKNAME, PARKTYPE, SITADDR, OWNER, OWNERTYPE, FEATURECODE, SUBTYPE, DEPTACRES, ACRES, DESCRIPTION, PUBLIC_, COMMENTS, DEDPARK
SHA-256
e31fa79ab58e76b5608d983a1a9a032847d6726c8d929bb78945570754a89ce7
Discovery inventory (not used in measures)Verified listing

St. Petersburg city boundary — City of St. Petersburg

This GIS municipal boundary is a geographic reference rather than an official legal determination of jurisdiction for a particular property.

Open source
Original publisher
City of St. Petersburg
Dataset / distribution URL
Original source
Geographic coverage
St. Petersburg
Last dataset update (UTC)
2026-11-09T07:01:46.195000+00:00
Data limitations
This GIS municipal boundary is a geographic reference rather than an official legal determination of jurisdiction for a particular property.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:22.352131+00:00
Verified fields
OBJECTID, NAME, MUNITYP, LOCALFIPS, GLOBALID, Shape__Area, Shape__Length
SHA-256
79909b894947a56d06089238167ec600adbb8d48a75e62894e631a2a5018a262
Discovery inventory (not used in measures)Verified listing

Hillsborough County libraries — Hillsborough County

These are reference locations for cooperative libraries; consult the library system for current hours and services. The item includes Plant City and Temple Terrace partners.

Open source
Original publisher
Hillsborough County
Dataset / distribution URL
Original source
Geographic coverage
Hillsborough County
Last dataset update (UTC)
2026-10-25T23:00:48.441000+00:00
Data limitations
These are reference locations for cooperative libraries; consult the library system for current hours and services. The item includes Plant City and Temple Terrace partners.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:22.457573+00:00
Verified fields
OBJECTID, Address, Name_Full, City, Zip, Type, Region, Name_Label, Library_Code, Website, LocationID, created_user, created_date, last_edited_user, last_edited_date, FacilityID
SHA-256
01e264c1854b717a05f7a3cbfe03359495c3bb7666abf29d76cc9fe81fc0c82c
Discovery inventory (not used in measures)Verified listing

Hillsborough County sidewalks — Hillsborough County

The source compiled centerlines from aerial photography and multiple edits at varying scales and accuracies. These GIS assets do not establish current access, accessibility compliance, or safe routing.

Open source
Original publisher
Hillsborough County
Dataset / distribution URL
Original source
Geographic coverage
Hillsborough County
Last dataset update (UTC)
2026-11-14T04:37:34.788000+00:00
Data limitations
The source compiled centerlines from aerial photography and multiple edits at varying scales and accuracies. These GIS assets do not establish current access, accessibility compliance, or safe routing.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:22.459563+00:00
Verified fields
OBJECTID, ASSETTYPE, UNITID, STREET_ID, WIDTH, MATERIAL, OWNER, MAINTAINER, INSP_DATE, INSP_TIME, INSP_BY, CONDITION, SERV_UNIT, INSTALL_DATE, SOURCE, ADD_DATE, ADD_BY, MOD_DATE, MOD_BY, MOD_WHY, MEDIAKEY, EXP_DATE, UNITNUM, GlobalID, Created_User, Created_Date, Last_Editor_User, Last_Editor_Date, Shape__Length
SHA-256
8852cf4f8b241533e7c99efdad0a8c9105e692456a350d51d89a4c1d59a3cb93
Discovery inventory (not used in measures)Verified listing

St. Petersburg sidewalks — City of St. Petersburg

An inventory of mapped segments, not a guarantee of present condition, ADA accessibility, or route safety. Ownership and maintenance codes require the source domains.

Open source
Original publisher
City of St. Petersburg
Dataset / distribution URL
Original source
Geographic coverage
St. Petersburg
Last dataset update (UTC)
2026-11-09T07:03:39.574000+00:00
Data limitations
An inventory of mapped segments, not a guarantee of present condition, ADA accessibility, or route safety. Ownership and maintenance codes require the source domains.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:22.926502+00:00
Verified fields
OBJECTID, SURFTYPE, WIDTH, OWNEDBY, MAINTBY, HEXBLOCKSIZE, GLOBALID, Shape__Length
SHA-256
e2b6145b70353dab9e3ccc3ac210cf11a23f23142911e87387acdb26b4f0b4f7
Discovery inventory (not used in measures)Verified listing

Pinellas sidewalks — Pinellas County

Mapped inventory and source attributes are for planning; accessibility and condition classifications do not guarantee current on-the-ground conditions.

Open source
Original publisher
Pinellas County
Dataset / distribution URL
Original source
Geographic coverage
Pinellas County
Last dataset update (UTC)
2026-11-07T21:21:07.834000+00:00
Data limitations
Mapped inventory and source attributes are for planning; accessibility and condition classifications do not guarantee current on-the-ground conditions.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:22.936781+00:00
Verified fields
OBJECTID, FACILITYID, SURFTYPE, ADACOMPLY, CONDITION, WIDTH, INSTALLDATE, OWNEDBY, MAINTBY, LASTUPDATE, LASTEDITOR, DATASOURCE, MUNICIPALITY, CLASS, GLOBALID, int_created_user, int_created_date, int_edited_user, int_edited_date, StatePlane_Length, SHAPE__Length
SHA-256
d162991038d3f35ab1ca3854c2c33e761e01830a705570061d400f0df2fb7e88
Discovery inventory (not used in measures)Verified listing

Hillsborough HART bus routes — Hillsborough County

The item identifies a March 2025 HART source even though the hosted layer was edited later. Use for route-planning research, not live schedules, stops, or navigation.

Open source
Original publisher
Hillsborough County
Dataset / distribution URL
Original source
Geographic coverage
Hillsborough County
Last dataset update (UTC)
2026-06-29T15:25:50.709000+00:00
Data limitations
The item identifies a March 2025 HART source even though the hosted layer was edited later. Use for route-planning research, not live schedules, stops, or navigation.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:22.851968+00:00
Verified fields
OBJECTID, FullName, DirectionID, DirectionType, pattern, LineID, LineName, Color, MapID, MapSource, url, Miles, VehicleType, Shape__Length, GlobalID
SHA-256
181613aaa2b9fbd204205bcbffa71424afa4ab1820268523f66dff9fc80967e4
Discovery inventory (not used in measures)Verified listing

School — Pinellas County

Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.

Open source
Original publisher
Pinellas County
Dataset / distribution URL
Original source
Geographic coverage
Pinellas County
Last dataset update (UTC)
2026-11-07T21:19:32.171000+00:00
Data limitations
Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:23.124594+00:00
Verified fields
OBJECTID, FACILITYID, NAME, SCHOOLTYPE, MUNICIPALITY, ADDRNUM, ADDRSTREET, ZIP, ENROLLMENT, TAZ, ELEMENTARY, MIDDLE, HIGH, FUNDAMENTAL, CHARTER, SCHOOLGRADES, SCHOOLNUMBER, MAILINGADD1, MAILINGADD2, MAILINGCITY, MAILINGSTATE, MAILINGZIP, DIRECTOR, PHONE, COMMENTS, SCHOOLLINK, HASGENERATOR, ONEVACROUTE, LASTUPDATE, LASTEDITOR, GLOBALID, PRE_K, OTHER, ARRIVALTIME, DISMISSALTIME, SCHOOLE_MAIL, STATUS, TOTALPERM, TOTALSAT, int_created_user, int_created_date, int_edited_user, int_edited_date
SHA-256
1f6ec54b65805f740ef2fef36f88cda1dc97103908abb959cd47b766adea9ea6
Discovery inventory (not used in measures)Verified listing

PCHealthPlanClinics — Pinellas County

Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.

Open source
Original publisher
Pinellas County
Dataset / distribution URL
Original source
Geographic coverage
Pinellas County
Last dataset update (UTC)
2026-11-07T21:19:38.212000+00:00
Data limitations
Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:23.118185+00:00
Verified fields
OBJECTID, LOC_NUM, NAME, STREET_1, STREET_2, CITY, STATE, PHONE, HOURS, URL_INFO, VET_SERV, VET_PHONE, VET_HOURS, URL_INFO_V, GLOBALID, int_created_user, int_created_date, int_edited_user, int_edited_date, ZIP
SHA-256
d96b87664ea9863e0bc0f6e848459cde2f9cbda51d199801df239a197f03e471
Discovery inventory (not used in measures)Verified listing

Census_Blocks_Zones — Hillsborough County

Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.

Open source
Original publisher
Hillsborough County
Dataset / distribution URL
Original source
Geographic coverage
Hillsborough County
Last dataset update (UTC)
2026-10-27T16:46:25.719000+00:00
Data limitations
Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:23.446131+00:00
Verified fields
OBJECTID, TRACT, GEOID, NAME, BASENAME, HU100, POP100, Zone, Shape__Area, Shape__Length, GlobalID
SHA-256
a38d1f540965ed812454d041fb3351d089e9cedc4b9ff518eab4f2bbf2845a1c
Discovery inventory (not used in measures)Verified listing

HART Stops — City of Tampa

Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.

Open source
Original publisher
City of Tampa
Dataset / distribution URL
Original source
Geographic coverage
Tampa
Last dataset update (UTC)
2026-01-29T15:22:02.393000+00:00
Data limitations
Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:23.650067+00:00
Verified fields
FID, Id, stop_id, stop_code, stop_name, stop_lat, stop_lon
SHA-256
ba07963c47a4ffbb335d968671495aaff7303b87127cd3dd5904374dc3c276a2
Discovery inventory (not used in measures)Verified listing

HART Routes — City of Tampa

Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.

Open source
Original publisher
City of Tampa
Dataset / distribution URL
Original source
Geographic coverage
Tampa
Last dataset update (UTC)
2026-01-29T15:23:31.242000+00:00
Data limitations
Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:23.756447+00:00
Verified fields
FID, Id, shape_id, route_id, short_name, long_name, route_type, route_url, color, text_color, rt_tp_txt, Shape__Length
SHA-256
1eff06214a79382a0ba2a480090394b2bce7a2183153723db96e89d4936bc9f6
Discovery inventory (not used in measures)Verified listing

Libraries — City of St. Petersburg

Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.

Open source
Original publisher
City of St. Petersburg
Dataset / distribution URL
Original source
Geographic coverage
St. Petersburg
Last dataset update (UTC)
2026-10-27T14:45:45.798000+00:00
Data limitations
Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:23.715103+00:00
Verified fields
OBJECTID, FACILITYID, NAME, OWNER, OWNTYPE, SUBTYPEFIELD, FEATURECODE, FULLADDR, AGENCYURL, OPERDAYS, OPERHOURS, CONTACT, PHONE, EMAIL, PIN, LATITUDE, LONGITUDE, LASTEDITOR, HTTP, LASTUPDATE, GLOBALID, CREATED_USER, CREATED_DATE, LAST_EDITED_USER, LAST_EDITED_DATE
SHA-256
c6465f4a2a8377e443b5c6e098f7a8ffbfeace00eeed16aa14b62003b04e68d1
Discovery inventory (not used in measures)Verified listing

Parks — City of St. Petersburg

Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.

Open source
Original publisher
City of St. Petersburg
Dataset / distribution URL
Original source
Geographic coverage
St. Petersburg
Last dataset update (UTC)
2026-10-27T14:45:47.380000+00:00
Data limitations
Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:23.847464+00:00
Verified fields
OBJECTID, FACILITYID, NAME, OWNTYPE, SUBTYPEFIELD, FEATURECODE, FULLADDR, STATE, DESCRIPT, LASTUPDATE, LASTEDITOR, SITENUM, ZIP, AREACODE, PHONE, CHARTER, CHARTERNUM, TYPE, RESPONSIBILITY, LABEL, ACRES, GLOBALID, Shape__Area, Shape__Length
SHA-256
7b614ce68f16476b55cc561724722dc0c99f170b77fd6c1e29c4e9c6ad9f4747
Discovery inventory (not used in measures)Verified listing

Schools — City of St. Petersburg

Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.

Open source
Original publisher
City of St. Petersburg
Dataset / distribution URL
Original source
Geographic coverage
St. Petersburg
Last dataset update (UTC)
2026-10-27T14:45:47.646000+00:00
Data limitations
Automatically discovered public portal layer. Not reviewed by the curated R-package catalog.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:15:24.049613+00:00
Verified fields
OBJECTID, FACILITYID, NAME, SCHOOLTYPE, MUNICIPALITY, ADDRNUM, ADDRSTREET, ZIP, ENROLLMENT, TAZ, ELEMENTARY, MIDDLE, HIGH, FUNDAMENTAL, CHARTER, SCHOOLGRADE, SCHOOLNUMB, MAILINGADDRESS, MAILINGA_1, MAILINGCITY, MAILINGSTATE, MAILINGZIP, DIRECTOR, PHONE, COMMENTS, SCHOOLLINK, HASGENERAT, ONEVACROUT, GLOBALID, PRE_K, OTHER, SCHOOLE_MA, STATUS, TOTALPERM, TOTALSAT, CREATED_USER, CREATED_DATE, GLOBALID_1, LAST_EDITED_USER, LAST_EDITED_DATE
SHA-256
dbab22507f89d0eef79f6cecfcc207b0368f8cb1d6b9d257c260d7a0db85c2e5
Archive catalogVerified

Florida Transit Data Exchange

Official municipal GIS service. Layer metadata and query response verified during ingestion.

Open source
Original publisher
Florida International University / Florida Transit Data Exchange (archive distributor)
Dataset / distribution URL
Original source
Geographic coverage
Florida transit archive catalog
Last dataset update (UTC)
Not supplied / not verified
Data limitations
Catalog distribution does not certify agency feed currentness. Original transit agencies remain credited.
TB Data Explorer verification
External / not verified through platform
Retrieved (UTC)
2026-11-15T08:11:03.416055+00:00
SHA-256
cfddddd6fa90dc965670fed4050ab1678f720c2577a7661415a974bdaadb8936
Municipal boundaryVerified

Tampa municipal boundary

Official municipal GIS service. Layer metadata and query response verified during ingestion.

Open source
Original publisher
City of Tampa
Dataset / distribution URL
Original source
Geographic coverage
Tampa municipal limits, including water within the official polygon.
Last dataset update (UTC)
Not supplied / not verified
Data limitations
Municipal area includes water and is not population or land-area coverage. Boundary geometry does not establish transit service or pedestrian access.
TB Data Explorer verification
External / not verified through platform
Retrieved (UTC)
2026-11-15T08:11:09.105587+00:00
Verified fields
NAME, LOCALFIPS
SHA-256
e9a5ae979e3c2496d80c1f4abf7f263e076b579d5fd9f0ace5e2b17f0f5b0929
Municipal boundaryVerified

St. Petersburg municipal boundary

Official municipal GIS service. Layer metadata and query response verified during ingestion.

Open source
Original publisher
City of St. Petersburg
Dataset / distribution URL
Original source
Geographic coverage
St. Petersburg municipal limits, including water within the official polygon.
Last dataset update (UTC)
2026-11-09T07:01:46.195000+00:00
Data limitations
Municipal area includes water and is not population or land-area coverage. Boundary geometry does not establish transit service or pedestrian access.
TB Data Explorer verification
View verified discovery record
Retrieved (UTC)
2026-11-15T08:11:10.094020+00:00
Verified fields
NAME, LOCALFIPS
SHA-256
4d60b5384fbab5b1addd5d22c82f8eda2c4c6aedf8e9b71b3ccb7a7efe0659b3
Transit stops and route shapesVerified archive

HART GTFS archive

Florida Transit Data Exchange / FIU; agency-named archive, not a direct agency feed

Open source
Original publisher
Hillsborough Area Regional Transit (HART)
Dataset / distribution URL
Original source
Geographic coverage
HART regional feed, including Hillsborough County and connections; reporting is clipped to Tampa and St. Petersburg.
Last dataset update (UTC)
Not supplied / not verified
Data limitations
Agency-named GTFS archive distributed by Florida Transit Data Exchange / FIU, not a verified direct agency feed. Scheduled locations and shapes do not establish current active service, observed reliability, or accessible walking connections.
TB Data Explorer verification
External / not verified through platform
Archive version
HART-google_transit-9-30-2026.zip
Retrieved (UTC)
2026-11-15T08:11:10.904109+00:00
SHA-256
80f776937a6b3ca5baffb8163bec7ad53f62fc45566b5e233b74291945009e79
Transit stops and route shapesVerified archive

PSTA GTFS archive

Florida Transit Data Exchange / FIU; agency-named archive, not a direct agency feed

Open source
Original publisher
Pinellas Suncoast Transit Authority (PSTA)
Dataset / distribution URL
Original source
Geographic coverage
PSTA regional feed, including Pinellas County and connections; reporting is clipped to Tampa and St. Petersburg.
Last dataset update (UTC)
Not supplied / not verified
Data limitations
Agency-named GTFS archive distributed by Florida Transit Data Exchange / FIU, not a verified direct agency feed. Scheduled locations and shapes do not establish current active service, observed reliability, or accessible walking connections.
TB Data Explorer verification
External / not verified through platform
Archive version
PSTA-google_transit-9-30-2026.zip
Retrieved (UTC)
2026-11-15T08:11:51.502503+00:00
SHA-256
95e354fa400ebb923576380e95a399ed16a42d2de0feb5cda5deba80b16179c8
Pedestrian networkNot ingested

OpenStreetMap pedestrian network

No measures derived from this source in Phase 1

Open source
Original publisher
OpenStreetMap contributors (not a government publisher)
Dataset / distribution URL
Original source
Geographic coverage
Not ingested; no geographic completeness claim.
Last dataset update (UTC)
Not supplied / not verified
Data limitations
No measures derived from this source in Phase 1
TB Data Explorer verification
External / not verified through platform
Retrieved (UTC)
Not retrieved
Population and census geographyNot ingested

Census ACS / TIGER

No measures derived from this source in Phase 1

Open source
Original publisher
U.S. Census Bureau
Dataset / distribution URL
Original source
Geographic coverage
Not ingested; no geographic completeness claim.
Last dataset update (UTC)
Not supplied / not verified
Data limitations
No measures derived from this source in Phase 1
TB Data Explorer verification
External / not verified through platform
Retrieved (UTC)
Not retrieved
EmploymentNot ingested

LEHD LODES

No measures derived from this source in Phase 1

Open source
Original publisher
U.S. Census Bureau
Dataset / distribution URL
Original source
Geographic coverage
Not ingested; no geographic completeness claim.
Last dataset update (UTC)
Not supplied / not verified
Data limitations
No measures derived from this source in Phase 1
TB Data Explorer verification
External / not verified through platform
Retrieved (UTC)
Not retrieved
Essential destinationsNot ingested

Schools, parks, libraries, healthcare, groceries

No measures derived from this source in Phase 1

Open source
Original publisher
Not selected or verified
Dataset / distribution URL
Original source
Geographic coverage
Not ingested; no geographic completeness claim.
Last dataset update (UTC)
Not supplied / not verified
Data limitations
No measures derived from this source in Phase 1
TB Data Explorer verification
External / not verified through platform
Retrieved (UTC)
Not retrieved

Download the evidence

These are the full published bundles. Map filters apply only to the dashboard’s filtered export buttons.

summary.jsondiscovery.jsonresults.csvstops.geojsonroutes.geojsonboundaries.geojsoncoverage.geojson

Dataset rights remain with their providers. Source code uses the repository license. Consult provider terms before redistributing raw data; agency archive labels do not certify present-day operation.