Source identity and administrative path
The source row behind Gwalior is GeoNames ID 1270583. Its recorded administrative path is Gwalior → Madhya Pradesh → India, and GeoNames classifies the place as a populated place. Gwalior 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 2025-05-25; 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, Gwalior ranks 509 by recorded population. Inside the 109 selected India entries it ranks 51; inside the 632 entries in its broad region it ranks 298. Its 1,054,420 population value is 1.05 times the 1,001,694 median for the country cohort and 1.05 times the 1,008,426 regional median. Gwalior sits in the second quarter of this atlas's India population cohort. Gwalior's recorded value stays within one quarter of 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
Gwalior's three nearest other atlas coordinates are Agra at 107.161 km with 1,430,055 recorded people; Aligarh at 183.912 km with 753,207 recorded people; Kanpur at 218.434 km with 2,823,249 recorded people. The closest-to-farthest distance spread is 111.273 km. Compared with Agra, Gwalior's recorded population is 0.74 times as large. Against Gwalior, Agra follows Agra → Uttar Pradesh → India in the source. Its point has higher latitude and lower 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 Gwalior's. Against Gwalior, Aligarh follows Aligarh → Uttar Pradesh → India in the source. Its point has higher latitude and lower 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 below Gwalior's. Against Gwalior, Kanpur follows Kanpur → Uttar Pradesh → 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 Gwalior's. Its nearest-neighbor distance ranks 725 of 1,206 from shortest to longest in the same snapshot. Gwalior'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 1270583, the coordinate pair 26.2298 / 78.1734, country rank 51 of 109, and neighbor GeoNames 1279259 at 107.161 km bind Gwalior 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
Gwalior's reference point is 26.2298° north and 78.1734° 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. Gwalior's row carries both second- and first-order administrative labels. Gwalior's point falls in the lower-latitude coordinate band used by this atlas's row checks. Gwalior's time-zone field defines the narrower catalog cohort; its place class is shared more broadly. GeoNames supplies no elevation for Gwalior, 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
- Gwalior · GeoNames 1270583 · Q158467
- Name scope
- Gwalior · 1 atlas row share this source label · qualifier not required
- Administrative chain
- Gwalior · Madhya Pradesh · India
- Coordinate signature
- 26.2298° N · 78.1734° E
- Population snapshot
- 1,054,420 · atlas rank 509 of 1,206
- Country comparison
- India rank 51 of 109 · median 1,001,694 · ratio 1.05×
- Regional comparison
- Asia rank 298 of 632 · median 1,008,426 · ratio 1.05×
- Time-zone cohort
- Asia/Kolkata · 109 of 1,206 atlas rows
- Place-class cohort
- PPL populated place · 243 of 1,206 rows
- Elevation field
- Gwalior · missing in GeoNames
- Nearest reference
- Agra · 107.161 km · population 1,430,055 · atlas rank 347
- Second reference
- Aligarh · 183.912 km · population 753,207 · atlas rank 730
- Third reference
- Kanpur · 218.434 km · population 2,823,249 · atlas rank 127
- Neighbour geometry
- Gwalior · nearest-distance rank 725 of 1,206 · three-reference spread 111.273 km
- Source dates
- Gwalior row updated 2025-05-25 · atlas dataset checked 2026-08-04