Kocaeli
Keeping pace, from a high base.
Kocaeli scores 61.9 out of 100 against fixed benchmarks. Strongest: connections and transport. Weakest: environment and people. It starts from a high base (2020–24 levels). Night-time light has grown faster since 2022 than before.
Economy48
567th of 1031 citiesConnections100
1st of 1022 citiesEnergy45
446th of 1032 citiesPeople43
377th of 1032 citiesTransport100
1st of 948 citiesEnvironment36
565th of 1032 citiesThe grade is the average of the six force scores, and can sit at most two bands above the city's third-weakest force. AAA and AA need all six forces scored.
How to read the table: every measure is scored from 0 to 100 against a fixed benchmark (the line under each measure), not against other cities. Adding cities never changes this score. Black bars = a score below 15.
environment · people
Its two lowest force scores. Strongest: connections · transport.Sources: NASA Black Marble · EU JRC GHSL Urban Centre Database R2024A (air, greenness, sprawl, human development, internet) and GHS-POP (people within 100 km) · UN-Habitat SDG 11.2.1 · OpenAlex · Global Energy Monitor · airport operators and aviation authorities · metro and transit operators. Mostly Estimates. Every score is measured against a fixed benchmark, not against other cities. Nobody can pay for or submit data to a grade. How the grade works