Source identity and administrative path
The source row behind Malacca is GeoNames ID 1734759. Its recorded administrative path is Melaka Tengah → Melaka → Malaysia, and GeoNames classifies the place as a first-order administrative seat. Malacca 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 2026-04-14; 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, Malacca ranks 961 by recorded population. Inside the 20 selected Malaysia entries it ranks 9; inside the 632 entries in its broad region it ranks 518. Its 579,000 population value is 1.01 times the 572,439 median for the country cohort and 0.57 times the 1,008,426 regional median. Malacca sits in the second quarter of this atlas's Malaysia population cohort. Malacca'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
Malacca's three nearest other atlas coordinates are Kuala Lumpur at 121.788 km with 1,453,975 recorded people; Petaling Jaya at 123.382 km with 807,879 recorded people; Shah Alam at 126.303 km with 740,750 recorded people. The closest-to-farthest distance spread is 4.515 km. Compared with Kuala Lumpur, Malacca's recorded population is 0.40 times as large. Against Malacca, Kuala Lumpur follows WP. Kuala Lumpur → Kuala Lumpur → Malaysia in the source. Its point has higher latitude and lower longitude; it belongs to the same selected Malaysia cohort, uses the shared Asia/Kuala_Lumpur identifier, and carries capital of a political entity rather than first-order administrative seat. Its recorded population is above Malacca's. Against Malacca, Petaling Jaya follows Petaling → Selangor → Malaysia in the source. Its point has higher latitude and lower longitude; it belongs to the same selected Malaysia cohort, uses the shared Asia/Kuala_Lumpur identifier, and carries second-order administrative seat rather than first-order administrative seat. Its recorded population is above Malacca's. Against Malacca, Shah Alam follows Petaling → Selangor → Malaysia in the source. Its point has higher latitude and lower longitude; it belongs to the same selected Malaysia cohort, uses the shared Asia/Kuala_Lumpur identifier, and carries populated place rather than first-order administrative seat. Its recorded population is above Malacca's. Its nearest-neighbor distance ranks 778 of 1,206 from shortest to longest in the same snapshot. Malacca'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 1734759, the coordinate pair 2.1960 / 102.2405, country rank 9 of 20, and neighbor GeoNames 1735161 at 121.788 km bind Malacca 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
Malacca's reference point is 2.1960° north and 102.2405° east. The IANA identifier Asia/Kuala_Lumpur is shared by 19 city rows in this catalog, while the GeoNames class PPLA is shared by 429 rows. Malacca's row carries both second- and first-order administrative labels. Malacca's point falls in the near-equatorial coordinate band used by this atlas's row checks. Malacca's time-zone field defines the narrower catalog cohort; its place class is shared more broadly. GeoNames supplies no elevation for Malacca, 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
- Malacca · GeoNames 1734759 · Q61089
- Name scope
- Malacca · 1 atlas row share this source label · qualifier not required
- Administrative chain
- Melaka Tengah · Melaka · Malaysia
- Coordinate signature
- 2.1960° N · 102.2405° E
- Population snapshot
- 579,000 · atlas rank 961 of 1,206
- Country comparison
- Malaysia rank 9 of 20 · median 572,439 · ratio 1.01×
- Regional comparison
- Asia rank 518 of 632 · median 1,008,426 · ratio 0.57×
- Time-zone cohort
- Asia/Kuala_Lumpur · 19 of 1,206 atlas rows
- Place-class cohort
- PPLA first-order administrative seat · 429 of 1,206 rows
- Elevation field
- Malacca · missing in GeoNames
- Nearest reference
- Kuala Lumpur · 121.788 km · population 1,453,975 · atlas rank 334
- Second reference
- Petaling Jaya · 123.382 km · population 807,879 · atlas rank 689
- Third reference
- Shah Alam · 126.303 km · population 740,750 · atlas rank 744
- Neighbour geometry
- Malacca · nearest-distance rank 778 of 1,206 · three-reference spread 4.515 km
- Source dates
- Malacca row updated 2026-04-14 · atlas dataset checked 2026-08-04