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State and City Geographical Data
Data Science and Analytics
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About
This resource contains geographic coordinates, specifically latitude and longitude, for various urban centers across India. The data, reflective of 2022 information, is a valuable resource for geographic mapping and spatial analysis within the Republic of India, which is noted as the world's second-most populous country. The original information was collected via scraping and subsequent cleaning processes.
Columns
The dataset features 4 columns, detailing geographical and administrative information:
- City: Provides the name of the specific urban locality. This column contains 770 unique city names out of 791 total records.
- State: Identifies the state or administrative division where the city is situated. There are 32 unique state values recorded, with Maharashtra being the most frequent occurrence.
- Latitude: The coordinate value indicating the city's north-south position. Values range from 8.16 to 34.6, with a calculated mean of approximately 21.7.
- Longitude: The coordinate value indicating the city's east-west position. Values range from 69.6 to 95.2, with a mean of approximately 79.1.
Distribution
The information is available as a single CSV file, specifically
Indian_cities.csv, which has a size of 32.02 kB. The structure consists of 4 distinct columns and includes 791 validated records in total.Usage
Ideal applications include mapping and visualising urban growth in India, analysing proximity and distance between major population hubs, supporting location-based services development, and providing foundational data for logistics and travel planning.
Coverage
The geographic scope spans various states and cities throughout India. The temporal coverage relates to data current in 2022. The dataset features 770 unique cities and covers 32 distinct states.
License
CC0: Public Domain
Who Can Use It
- Data Engineers: For geo-spatial indexing and database population.
- Academics and Researchers: For socio-economic studies linking city locations to regional statistics.
- Application Developers: To enable geo-tagging or location filtering features in India-focused apps.
Dataset Name Suggestions
- Indian City Coordinates 2022
- Geo-Locations of Indian Cities
- India Urban Area Coordinates
- State and City Geographical Data
Attributes
Original Data Source: State and City Geographical Data
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