Source identity and administrative path
The source row behind Mangaluru is GeoNames ID 1263780. Its recorded administrative path is Dakshina Kannada → Karnataka → India, and GeoNames classifies the place as a populated place. Mangaluru occurs once as a primary city label in this atlas sample; the numeric ID remains the durable source key if names change. The city row itself was updated 2025-05-24; that date belongs to the source record, not to every transport or visitor detail in the real destination.
Population position inside fixed cohorts
Within the fixed 1,206-record atlas, Mangaluru ranks 1,148 by recorded population. Inside the 109 selected India entries it ranks 104; inside the 632 entries in its broad region it ranks 605. Its 499,487 population value is 0.50 times the 1,001,694 median for the country cohort and 0.50 times the 1,008,426 regional median. Mangaluru sits in the lower half of this atlas's selected India entries. Mangaluru's recorded value is materially below the country-cohort median used here. These comparisons describe this selected dataset only; they are not current census rankings or official urban-area boundaries.
Nearest-reference pattern
Mangaluru's three nearest other atlas coordinates are Mysore at 205.391 km with 920,550 recorded people; Kozhikode at 211.072 km with 550,440 recorded people; Hubballi at 271.917 km with 943,788 recorded people. The closest-to-farthest distance spread is 66.526 km. Compared with Mysore, Mangaluru's recorded population is 0.54 times as large. Against Mangaluru, Mysore follows Mysore → Karnataka → India in the source. Its point has lower latitude and higher longitude; it belongs to the same selected India cohort, uses the shared Asia/Kolkata identifier, and carries second-order administrative seat rather than populated place. Its recorded population is above Mangaluru's. Against Mangaluru, Kozhikode follows Kozhikode → Kerala → India in the source. Its point has lower latitude and higher longitude; it belongs to the same selected India cohort, uses the shared Asia/Kolkata identifier, and carries second-order administrative seat rather than populated place. Its recorded population is above Mangaluru's. Against Mangaluru, Hubballi follows Dharwad → Karnataka → India in the source. Its point has higher latitude and higher longitude; it belongs to the same selected India cohort, uses the shared Asia/Kolkata identifier, and carries the same populated place class. Its recorded population is above Mangaluru's. Its nearest-neighbor distance ranks 1,012 of 1,206 from shortest to longest in the same snapshot. Mangaluru's nearest-coordinate gap belongs to the wider half of atlas distances. This pattern can reveal whether other catalog references are geographically close, but it cannot establish whether a border crossing is possible or practical, or whether rail, road, fare, or journey-time connections exist. Read as one record signature, GeoNames 1263780, the coordinate pair 12.9172 / 74.8560, country rank 104 of 109, and neighbor GeoNames 1262321 at 205.391 km bind Mangaluru to a reproducible comparison. That combined key distinguishes the row; it is not a recommendation or evidence of a physical connection.
Coordinate, time-zone and class cohorts
Mangaluru's reference point is 12.9172° north and 74.8560° east. The IANA identifier Asia/Kolkata is shared by 109 city rows in this catalog, while the GeoNames class PPL is shared by 243 rows. Mangaluru's row carries both second- and first-order administrative labels. Mangaluru's point falls in the near-equatorial coordinate band used by this atlas's row checks. Mangaluru's time-zone field defines the narrower catalog cohort; its place class is shared more broadly. GeoNames supplies no elevation for Mangaluru, so the profile preserves that missing value instead of guessing terrain. Together these fields form a reproducible identity check for this page, not a claim about walkability, climate or accessibility.
- Record keys
- Mangaluru · GeoNames 1263780 · Q127041
- Name scope
- Mangaluru · 1 atlas row share this source label · qualifier not required
- Administrative chain
- Dakshina Kannada · Karnataka · India
- Coordinate signature
- 12.9172° N · 74.8560° E
- Population snapshot
- 499,487 · atlas rank 1,148 of 1,206
- Country comparison
- India rank 104 of 109 · median 1,001,694 · ratio 0.50×
- Regional comparison
- Asia rank 605 of 632 · median 1,008,426 · ratio 0.50×
- Time-zone cohort
- Asia/Kolkata · 109 of 1,206 atlas rows
- Place-class cohort
- PPL populated place · 243 of 1,206 rows
- Elevation field
- Mangaluru · missing in GeoNames
- Nearest reference
- Mysore · 205.391 km · population 920,550 · atlas rank 598
- Second reference
- Kozhikode · 211.072 km · population 550,440 · atlas rank 1,011
- Third reference
- Hubballi · 271.917 km · population 943,788 · atlas rank 588
- Neighbour geometry
- Mangaluru · nearest-distance rank 1,012 of 1,206 · three-reference spread 66.526 km
- Source dates
- Mangaluru row updated 2025-05-24 · atlas dataset checked 2026-08-04