CITYMIRROR

BY DATACORRIDOR

City assessment

How smart is Dallas?

Dallas scores 71.1% against the ISO 37120-series aligned smart city framework in 2026, ranked #90 of 386 by smart reach and #143 on the evidence alone, with every finding traceable to a public source.

Each criterion counts in full where the evidence shows it present, half where partial and nothing where absent, weighted by its category. 10 of 86 are not yet assessed and count as nothing until a finding is made either way. Last assessed 23 Oct 2026.

Smart reach rank

#90 / 386

Smart score

71.1%

Evidenced rank

#143 / 387

Criteria present

50 / 86

Evidence coverage

84.9%

Dallas's smart city score by area

Data, Digital & Smart Foundation71%

9 present · 3 partial · 1 absent · 2 not yet assessed

Mobility & Transport59%

4 present · 6 partial · 0 absent · 2 not yet assessed

Environment, Energy & Climate75%

8 present · 4 partial · 0 absent · 1 not yet assessed

Infrastructure, Water & Waste53%

4 present · 4 partial · 1 absent · 2 not yet assessed

Health, Education, Safety & Inclusion81%

9 present · 3 partial · 1 absent

Economy, Innovation & Employment100%

8 present · 0 partial · 0 absent

Governance, Resilience & Operating Model69%

8 present · 3 partial · 0 absent · 3 not yet assessed

Where Dallas is strong

  • ▸Green Space & Biodiversity
  • ▸Health & Digital Health
  • ▸Education & Digital Skills
  • ▸Innovation & Economic Development
  • ▸Culture, Tourism & Recreation

Where the evidence shows gaps

  • ▸Inclusion & Civic Participation · 1 absent, 1 partial
  • ▸Solid Waste & Circular Economy · 1 absent, 1 partial
  • ▸Climate Action & Emissions · 2 partial
  • ▸Digital Government Services · 1 absent
  • ▸Connectivity & ICT Infrastructure · 2 partial

Not yet assessed

10 of 86 criteria have no finding yet, either way. They count as nothing in the score until one is made, and they are not gaps.

  • Critical Infrastructure Resilience2 of 3
  • Smart Traffic & Electric Vehicles2 of 4
  • Water & Sanitation2 of 4
  • Air Quality & Monitoring1 of 3
  • Connectivity & ICT Infrastructure1 of 4
  • Governance & Smart-City Operating Model1 of 4
  • Urban Data Platform & Digital Twin1 of 3

Evidence highlights

Open Data & Transparency · Official open data portal

The City of Dallas operates an official open data portal, referred to as the "Dallas Data Hub" on its main city website and accessible via dallasopendata.com, which includes configurations for data display and geocoding.

https://www.dallasopendata.com/

Open Data & Transparency · High-value datasets published

The Dallas open data portal includes a category for "High-Value" datasets, and the city's official website highlights "Financial Transparency" and the "FY 2026-27 Proposed Budget", indicating the availability of budget-related data.

https://www.dallasopendata.com/browse?category=High-Value

Open Data & Transparency · Programmatic API access

The Dallas Area Rapid Transit (DART) provides programmatic API access through api.dart.org, as evidenced by the server information and URL structure.

https://api.dart.org/

Urban Data Platform & Digital Twin · Live city data dashboard

Dallas Area Rapid Transit (DART) provides "Service Area City Ridership Dashboards" and an "All Modes Ridership Dashboard" to show boardings data across its service area cities.

https://www.dart.org/about/about-dart/service-area-city-ridership-dashboards

About this assessment

Dallas was assessed against the 86 criteria of the ISO 37120-series aligned smart city framework on 23 Oct 2026 by AI agents gathering evidence from official public sources. Each criterion is marked present, partial or absent, or left not yet assessed, and every finding links to where it was found. Cities are re-assessed in runs, not continuously: the latest finished on 24 Oct 2026.