Singapore cities list with latitude and longitude in CSV, XML, SQL, JSON format
Last update : 13 December 2024.
Below is a list of 100 prominent cities in Singapore. Each row includes a city's latitude, longitude, region and other variables of interest. This is a subset of all 135 places in Singapore that you'll find in our World Cities Database. You're free to use the data below for personal or commercial applications. The data below can be downloaded in .csv, .json, .xml and .sql formats. Notable Cities: The capital of Singapore is Singapore.
Geoname_ID | City | Alternate_Name | Country_Code | Region | Sub_region | Latitude | Longitude | Elevation | Population | Timezone | Fcode_Name |
---|---|---|---|---|---|---|---|---|---|---|---|
1880592 | Kampong Kopit | SG | 1.26667 | 103.83333 | 0 | Asia/Singapore | populated place | ||||
1880565 | Kampong Pulau Kechil | SG | 1.28333 | 103.73333 | 0 | Asia/Singapore | populated place | ||||
1880583 | Kampong Mandai Kechil | SG | 1.44083 | 103.76528 | 0 | Asia/Singapore | populated place | ||||
1880544 | Kampong Sungai Tengah | SG | 1.38333 | 103.9 | 0 | Asia/Singapore | populated place | ||||
1880329 | Saga | Saga,Saga Village | SG | 1.26667 | 103.83333 | 0 | Asia/Singapore | populated place | |||
1880828 | Aik Hong and Aik Chiang Estate | SG | 1.39083 | 103.72861 | 0 | Asia/Singapore | populated place | ||||
1880537 | Kampong Telok | SG | 1.38333 | 103.65 | 0 | Asia/Singapore | populated place | ||||
1882107 | Saint Michael’s Estate | SG | 1.32778 | 103.86083 | 0 | Asia/Singapore | populated place | ||||
1880577 | Kampong Pahang | SG | 1.40917 | 104.03278 | 0 | Asia/Singapore | populated place | ||||
7289737 | Bugis | Bugis,Bugis Square,Bugis Street,Bugis Village,Kampong Bugis,Wujishi,Wǔjíshì,pukis,wu ji shi,பூகிஸ்,武吉士 | SG | 1.30056 | 103.85493 | 0 | Asia/Singapore | populated place | |||
1880588 | Kampong Ladang | SG | 1.40444 | 104.03333 | 0 | Asia/Singapore | populated place | ||||
1880571 | Kampong Pengkalan Petai | SG | 1.40333 | 103.85 | 0 | Asia/Singapore | populated place | ||||
1880493 | Lam San Village | Lam San,Lam San Village | SG | 1.37694 | 103.73139 | 0 | Asia/Singapore | populated place | |||
1880555 | Kampong Seminei | Kampong Seminei,Seminoi | SG | 1.40694 | 104.03944 | 0 | Asia/Singapore | populated place | |||
1880540 | Kampong Tanjong Penjuru | Kampong Tanjong Penjuru,Kampong Tanjong Penuru | SG | 1.3 | 103.75 | 0 | Asia/Singapore | populated place | |||
1880589 | Kampong Ladang | SG | 1.33333 | 103.9 | 0 | Asia/Singapore | populated place | ||||
1880554 | Kampong Serangoon Kechil | SG | 1.39 | 103.90722 | 0 | Asia/Singapore | populated place | ||||
1880569 | Kampong Permatang | SG | 1.42417 | 104.03889 | 0 | Asia/Singapore | populated place | ||||
1880723 | Changi Village | Changi,Changi Village,Kampung Changi,zhang yi cun,樟宜村 | SG | 1.39037 | 103.98674 | 0 | Asia/Singapore | populated place | |||
1880609 | Kampong Bugis | SG | 1.21667 | 103.76667 | 0 | Asia/Singapore | populated place | ||||
1880548 | Kampong Sungai Belang | SG | 1.42333 | 104.06667 | 0 | Asia/Singapore | populated place | ||||
1880528 | Kampong Wak Bechik | SG | 1.28333 | 103.71667 | 0 | Asia/Singapore | populated place | ||||
6690793 | Blk 822 Jurong West Street 81 | SG | 1.347 | 103.69357 | 0 | Asia/Singapore | populated place | ||||
1880556 | Kampong Sanyonkong Parit | Kampong Sanyongkong,Kampong Sanyonkong Parit | SG | 1.40611 | 104.06583 | 0 | Asia/Singapore | populated place | |||
1880581 | Kampong Noordin | SG | 1.41778 | 103.965 | 0 | Asia/Singapore | populated place | ||||
1880585 | Kampong Mak Baok | SG | 1.26667 | 103.71667 | 0 | Asia/Singapore | populated place | ||||
1880573 | Kampong Pengkalan Kundor | SG | 1.41 | 103.84444 | 0 | Asia/Singapore | populated place | ||||
1880348 | Punggol | Bang’e,Bǎng’é,Ponggol,Punggol,Punggol Village,bang e,ponkol,pwngl,پونگل,பொங்கோல்,榜鹅 | SG | 1.41444 | 103.90694 | 0 | Asia/Singapore | populated place | |||
1882155 | Yishun New Town | Nee Soon,Yishun,Yishun New Town,yi shun,义顺,義順 | SG | 1.43333 | 103.83111 | 0 | Asia/Singapore | populated place | |||
1880545 | Kampong Sungai Pandan | SG | 1.31667 | 103.75 | 0 | Asia/Singapore | populated place | ||||
1880531 | Kampong Ulu Jurong | SG | 1.35 | 103.71667 | 0 | Asia/Singapore | populated place | ||||
1880575 | Kampong Pasir Merah | SG | 1.42917 | 104.04694 | 0 | Asia/Singapore | populated place | ||||
1880795 | Banta Tengeh | SG | 1.35 | 103.65 | 0 | Asia/Singapore | populated place | ||||
6355174 | Gamat-eMas Network (Singapore) Blk 34, Whampoa West | Gamat-eMas Network (Singapore) | SG | 1.31989 | 103.86245 | 0 | Asia/Singapore | populated place | |||
1880602 | Kampong Che Jevah | SG | 1.41444 | 103.98972 | 0 | Asia/Singapore | populated place | ||||
1882318 | Sungai Mandai Village | Sungai Mandai,Sungai Mandai Village | SG | 1.41056 | 103.77694 | 0 | Asia/Singapore | populated place | |||
7289760 | Sengkang New Town | Sengkang,Sengkang New Town,Sheng Gang,Shèng Gǎng,cenkan,sheng gang,செங்காங்,盛港 | SG | 1.39167 | 103.89444 | 0 | Asia/Singapore | populated place | |||
1880584 | Kampong Mamam | SG | 1.41722 | 103.97611 | 0 | Asia/Singapore | populated place | ||||
1880591 | Kampong Kranji | Kampong Kranji,Kelanzhi,Keranji,Kranji,Kèlánzhī,ke lan zhi,kiranci,கிராஞ்சி,克兰芝 | SG | 1.43333 | 103.75 | 0 | Asia/Singapore | populated place | |||
1880242 | Somapah Serangoon | SG | 1.36667 | 103.88333 | 0 | Asia/Singapore | populated place | ||||
1880183 | Thong Hoe Village | Thong Hoe,Thong Hoe Village | SG | 1.41806 | 103.70194 | 0 | Asia/Singapore | populated place | |||
1882118 | Tanglin Halt | SG | 1.30139 | 103.7975 | 0 | Asia/Singapore | populated place | ||||
1880570 | Kampong Perigi Piau | SG | 1.23333 | 103.76667 | 0 | Asia/Singapore | populated place | ||||
1880755 | Bright Hill Crescent | SG | 1.35 | 103.83333 | 0 | Asia/Singapore | populated place | ||||
1880593 | Kampong Kitin | SG | 1.435 | 103.85917 | 0 | Asia/Singapore | populated place | ||||
1880547 | Kampong Sungai Blukar | SG | 1.38806 | 103.91833 | 0 | Asia/Singapore | populated place | ||||
7289766 | HarbourFront | SG | 1.2652 | 103.8201 | 0 | Asia/Singapore | populated place | ||||
1880597 | Kampong Java Teban | SG | 1.33333 | 103.73333 | 0 | Asia/Singapore | populated place | ||||
1880582 | Kampong Melayu | Kampong Malayu,Kampong Melayu | SG | 1.40861 | 103.97944 | 0 | Asia/Singapore | populated place | |||
1903712 | Kam Wak Hassan | SG | 1.4375 | 103.83056 | 0 | Asia/Singapore | populated place | ||||
1880622 | Kampong Ayer Gemuruh | SG | 1.35 | 103.98333 | 0 | Asia/Singapore | populated place | ||||
1880469 | Marsiling | Marsiling,ma xi ling,马西岭 | SG | 1.44111 | 103.77083 | 0 | Asia/Singapore | populated place | |||
1880567 | Kampong Pinang | Kampong Pinang,Kampong Sungi Pinang | SG | 1.38111 | 103.89417 | 0 | Asia/Singapore | populated place | |||
1880621 | Kampong Ayer Limau | SG | 1.28333 | 103.71667 | 0 | Asia/Singapore | populated place | ||||
1880529 | Kampong Unum | Kampong Unam,Kampong Unum | SG | 1.43139 | 104.05972 | 0 | Asia/Singapore | populated place | |||
1880534 | Kampong Tongkang Pechah | SG | 1.39 | 103.87639 | 0 | Asia/Singapore | populated place | ||||
1880561 | Kampong Reteh | SG | 1.33333 | 103.9 | 0 | Asia/Singapore | populated place | ||||
1880574 | Kampong Pasir Ris | Baisha,Baxili,Báishā,Bāxīlì,Kampong Pasir Ris,Pacir ris,Pasir Ris,Pācir ris,ba xi li,bai sha,pacir ris,பாசிர் ரிஸ்,巴西立,白沙 | SG | 1.37833 | 103.93194 | 0 | Asia/Singapore | populated place | |||
1882778 | Marine Parade | Malin Bailie,Marine Parade,Marine Parade Estate,Mǎlín Bǎiliè,ma lin bai lie,marin paret,மரின் பரேட்,马林百列 | SG | 1.30306 | 103.90778 | 46390 | Asia/Singapore | populated place | |||
1880595 | Kampong Kebun Baharu | SG | 1.36667 | 103.86667 | 0 | Asia/Singapore | populated place | ||||
1880559 | Kampong Salabin | SG | 1.41611 | 104.03333 | 0 | Asia/Singapore | populated place | ||||
1880557 | Kampong Sanyongkong | SG | 1.39833 | 104.05778 | 0 | Asia/Singapore | populated place | ||||
1882749 | Kampong Siren | SG | 1.35222 | 103.89806 | 0 | Asia/Singapore | populated place | ||||
7281987 | Novena | novina,nuo wei na,நொவீணா,诺维娜 | SG | 1.31697 | 103.8438 | 0 | Asia/Singapore | populated place | |||
1880137 | Yew Tee | Yew Tee,Yew Tee Village,Yow Toe | SG | 1.39444 | 103.75389 | 0 | Asia/Singapore | populated place | |||
1880135 | Yio Chu Kang | Yio Chu Kang,Yio Chu Kang Village | SG | 1.39111 | 103.85139 | 0 | Asia/Singapore | populated place | |||
1880587 | Kampong Lew Lian | SG | 1.35 | 103.86667 | 0 | Asia/Singapore | populated place | ||||
1880568 | Kampong Pesek | SG | 1.28333 | 103.68333 | 0 | Asia/Singapore | populated place | ||||
1880620 | Kampong Ayer Merbau | SG | 1.26667 | 103.71667 | 0 | Asia/Singapore | populated place | ||||
1884737 | Choa Chu Kang New Town | CCK,Cai Cuo Gang,Chhoa Chhu Kang,Chhòa Chhù Káng,Choa Chu Kang,Choa Chu Kang New Town,Chua Chu Kang,Cài Cuò Gǎng,cai cuo gang,cuva cu kan,சுவா சூ காங்,蔡厝港 | SG | 1.3825 | 103.74972 | 0 | Asia/Singapore | populated place | |||
1880536 | Tengah | Deng Jia,Dēng Jiā,Kampong Tengah,Teng-ka,Tengah,tenka,தெங்கா | SG | 1.37194 | 103.70389 | 0 | Asia/Singapore | populated place | |||
7289731 | Eunos | Geylang East,Geylang Timur,kelan kilakku,ya long dong,கேலாங் கிழக்கு,芽笼东,芽籠東 | SG | 1.32252 | 103.89822 | 0 | Asia/Singapore | populated place | |||
1880517 | Keat Hong Village | Keat Hong,Keat Hong Village | SG | 1.37778 | 103.74417 | 0 | Asia/Singapore | populated place | |||
1882316 | Woodlands | Woodlands,Woodlands New Town | SG | 1.43801 | 103.78877 | 252530 | Asia/Singapore | populated place | |||
1880294 | Seletar | Seletar,Shilida,Shílǐdá,cilettar,shi li da,சிலேத்தார்,实里达,實里達 | SG | 1.41 | 103.87417 | 250 | Asia/Singapore | populated place | |||
6942030 | Night Safari | SG | 1.40226 | 103.78789 | 0 | Asia/Singapore | populated place | ||||
1880614 | Kampong Batu Koyok | SG | 1.39694 | 104.04778 | 0 | Asia/Singapore | populated place | ||||
1880579 | Kampong Pachitan | SG | 1.31667 | 103.91667 | 0 | Asia/Singapore | populated place | ||||
1880437 | Nee Soon Estate | Nee Soon,Nee Soon Estate,Nee Soon Village | SG | 1.40278 | 103.81778 | 0 | Asia/Singapore | populated place | |||
1880611 | Kampong Beremban | SG | 1.38139 | 103.91583 | 0 | Asia/Singapore | populated place | ||||
1880572 | Kampong Pengkalan Pakau | SG | 1.40944 | 104.0725 | 0 | Asia/Singapore | populated place | ||||
1880605 | Kampong Chai Chee | SG | 1.33333 | 103.93333 | 0 | Asia/Singapore | populated place | ||||
1880159 | Ulu Bedok | Ulu Bedok,Ulu Bedok Village | SG | 1.33333 | 103.93333 | 0 | Asia/Singapore | populated place | |||
1880606 | Kampong Bukit Panjang | SG | 1.38361 | 103.76 | 0 | Asia/Singapore | populated place | ||||
1880751 | Bukit Mandai Village | Bukit Mandai,Bukit Mandai Village,Mandai,Mandai Road Village,Wanli,Wànlǐ,wan li,万礼 | SG | 1.41222 | 103.75667 | 0 | Asia/Singapore | populated place | |||
1880822 | Ama Keng | Ama Keng,Ama Keng Village | SG | 1.40444 | 103.70667 | 0 | Asia/Singapore | populated place | |||
1880526 | Kampong Wak Hassan | SG | 1.46139 | 103.83639 | 0 | Asia/Singapore | populated place | ||||
1880623 | Kampong Ayer Bajau | SG | 1.36667 | 103.65 | 0 | Asia/Singapore | populated place | ||||
1880701 | Chye Kay | SG | 1.42611 | 103.82417 | 0 | Asia/Singapore | populated place | ||||
1882788 | Kampong Sakeng | SG | 1.20778 | 103.77778 | 0 | Asia/Singapore | populated place | ||||
1880539 | Kampong Teban | SG | 1.37861 | 103.90778 | 0 | Asia/Singapore | populated place | ||||
1880563 | Kampong Punggol | SG | 1.4125 | 103.91028 | 0 | Asia/Singapore | populated place | ||||
7289746 | Newton | SG | 1.30902 | 103.83757 | 0 | Asia/Singapore | populated place | ||||
1881953 | Jurong Town | Bandar Baharu Jurong,Jurong,Jurong New Town,Jurong Town,Jurong Village,Yulang,Yùláng,juron,yu lang,ஜூரோங்,裕廊 | SG | 1.33417 | 103.72278 | 0 | Asia/Singapore | populated place | |||
1880351 | Pulau Ubin Village | Kampong Pulau Ubin,Pulau Ubin,Pulau Ubin Village | SG | 1.40333 | 103.97139 | 0 | Asia/Singapore | populated place | |||
1880604 | Kampong Changi | SG | 1.38333 | 104 | 0 | Asia/Singapore | populated place | ||||
1880639 | Jalan Kayu | Dixil,Jalan Kayu,jalan kayu,re lan jia you,ஜலன் காயு,惹兰加由 | SG | 1.39722 | 103.87194 | 0 | Asia/Singapore | populated place | |||
1880550 | Kampong Sudong | SG | 1.20639 | 103.72861 | 0 | Asia/Singapore | populated place | ||||
1880541 | Kampong Tanjong Irau | Kampong Tanjong Irau,Kampong Wah Tuang | SG | 1.45667 | 103.84667 | 0 | Asia/Singapore | populated place | |||
1880428 | Ong Lee | Ong Lee,Ong Lee Village | SG | 1.35 | 103.75 | 0 | Asia/Singapore | populated place |
**Exploring Singapore's Urban Landscape**
Singapore, often hailed as the Lion City, stands as a testament to the marvels of urban planning and development. As a geographer delving into the geographical intricacies of this dynamic island nation, unraveling the data surrounding its cities, regions, and geographical coordinates offers a fascinating glimpse into its urban landscape and spatial organization.
Mapping Out Urban Centers**
At the heart of Singapore's geographical tapestry lie its vibrant urban centers, bustling with activity and teeming with life. From the iconic skyline of downtown Singapore to the charming neighborhoods that dot its periphery, each city within the island nation holds its own unique charm and significance. Obtaining data on the cities of Singapore involves not only pinpointing their geographical coordinates but also delving into their historical evolution, socio-economic dynamics, and cultural diversity.
Navigating Regional Divisions**
Beyond its urban centers, Singapore is divided into various regions and planning areas, each playing a crucial role in shaping the nation's spatial organization and development trajectory. From the bustling commercial district of Marina Bay to the serene residential enclaves of Bukit Timah, each region offers a distinct blend of amenities, infrastructure, and lifestyle choices. Obtaining data on the regions and departments of Singapore entails not only mapping out their administrative boundaries but also studying their demographic profiles, land-use patterns, and environmental sustainability initiatives.
Pinpointing Latitude and Longitude**
The geographical coordinates of Singapore serve as vital navigational markers, guiding us through its bustling streets, verdant parks, and iconic landmarks. Situated just north of the equator, Singapore enjoys a tropical climate characterized by warm temperatures and high humidity year-round, making it an inviting destination for tourists and residents alike. Obtaining accurate latitude and longitude data for the cities and landmarks of Singapore is essential for understanding their spatial distribution, environmental resilience, and cultural significance.
Embracing the Geographical Diversity**
In conclusion, Singapore's geographical landscape is a testament to the nation's remarkable journey of urban transformation and development. As geographers, let us continue to explore and document the geographical wonders of this dynamic island nation. By obtaining data on its cities, regions, and geographical coordinates, we can contribute to a deeper understanding and appreciation of Singapore's unique identity and place in the global arena of urbanization and innovation.
Download data files for Singapore's cities in CSV, SQL, XML and JSON formats
Exploring the Geography of Singapore: Unlocking Data for Urban and Regional Insights
Singapore, a small but highly developed island nation at the southern tip of the Malay Peninsula, is a remarkable example of how geography shapes urbanization, governance, and sustainable development. Despite its compact size, Singapore has one of the most efficient urban planning systems in the world, leveraging its geographical advantages and overcoming the constraints imposed by its land scarcity. For geographers and urban planners, acquiring detailed geographic data about Singapore’s cities, regions, and departments is essential for continued growth and planning. This article explores the geography of Singapore and the importance of obtaining accurate geographic data to better understand its urban dynamics, infrastructure, and sustainability efforts.
The Geography of Singapore: An Island Nation with Global Influence
Singapore spans just over 700 square kilometers, making it one of the smallest countries in the world. Despite its size, the city-state’s geographical location, infrastructure, and natural resources allow it to exert significant global economic and political influence. Located at the crossroads of international trade routes, Singapore is a maritime hub that connects East and West, facilitating global trade and commerce through its strategic port.
Singapore’s geography is defined by its dense urban landscape, extensive coastline, and limited natural resources. The country consists of one main island, Singapore Island, and about 60 smaller islands. The central region of Singapore is heavily urbanized, while the northern, western, and eastern parts of the island host a combination of residential, industrial, and recreational spaces. The urban environment is interspersed with green spaces and parks, which play a vital role in environmental conservation and the quality of life for residents.
The nation’s urbanized areas extend well beyond its central region, with satellite towns and planned districts that maximize the efficient use of limited land. Singapore’s ability to innovate in land reclamation, housing development, and public transportation serves as a model for other cities facing similar geographic constraints.
Regions, Municipalities, and Administrative Divisions of Singapore
Singapore is a unitary state with a centralized government. However, it is divided into planning areas, which are further grouped into regions for administrative purposes. These planning areas serve as the primary administrative units for urban planning, with each planning area having its own distinct urban development goals, infrastructure, and zoning regulations.
The five regions in Singapore are the Central Region, Eastern Region, Western Region, Northern Region, and the North-Eastern Region. Each of these regions includes several planning areas, which represent specific neighborhoods or districts. For example, the Central Region includes downtown areas like the Central Business District (CBD), Marina Bay, and Orchard Road, which are major commercial and retail hubs. The Eastern Region includes areas such as Changi and Tampines, which are known for residential and industrial zones as well as the Changi Airport.
Singapore’s urban planning emphasizes mixed-use development, with commercial, residential, and recreational spaces integrated within each district. This approach helps maintain a balance between urban growth and the conservation of green spaces. With limited land available, Singapore also places great importance on efficient public transportation systems, which connect the regions and planning areas with ease.
The country’s approach to urban design and development highlights the need for accurate geographic data to guide decision-making. Geographic information on the exact location of cities, towns, and districts is crucial for optimizing the nation’s infrastructure, housing, and urban growth strategies.
The Role of Geographic Data in Understanding Singapore’s Urban Landscape
In order to effectively plan for growth, resource distribution, and sustainability, geographic data is essential for understanding how Singapore’s cities, regions, and departments interact with each other and their surroundings. Latitude and longitude coordinates for each city or planning area are key for urban planners, developers, and researchers to analyze the spatial relationships between urban zones, green spaces, and infrastructure.
By obtaining geographic data in formats like CSV, SQL, JSON, and XML, stakeholders can better visualize, analyze, and manage the complex urban landscape of Singapore. These formats allow geographers to integrate data into Geographic Information Systems (GIS), where it can be used to create detailed maps, perform spatial analysis, and model various development scenarios.
For example, the latitude and longitude coordinates of each district can be used to create maps that highlight population density, transportation connectivity, and key infrastructure like schools, hospitals, and parks. By integrating this data into GIS tools, urban planners can forecast future growth patterns, ensure the equitable distribution of services, and optimize the design of urban spaces.
Practical Applications of Geographic Data for Singapore’s Development
Geographic data plays a vital role in several practical applications in Singapore, ranging from urban planning and infrastructure development to environmental conservation and sustainability efforts. Singapore’s dense urban environment demands efficient land use, and geographic data helps planners make informed decisions on where to build, how to optimize public spaces, and how to ensure a sustainable future for the city-state.
For urban planners, geographic data can be used to assess the suitability of various areas for residential, commercial, or industrial development. Given the constraints on land, understanding the exact locations of key infrastructure such as roads, utilities, and public services is essential for effective urban growth. By using geographic data, planners can ensure that these infrastructures are located in areas that minimize congestion and maximize accessibility for residents.
In terms of sustainability, geographic data is invaluable for monitoring the health of the country’s green spaces and conservation efforts. Singapore is known for its innovative urban greenery initiatives, such as vertical gardens and extensive parks. Geographic data helps track the location and health of these green spaces, ensuring that they remain integral to the urban landscape and provide environmental, social, and economic benefits.
Additionally, geographic data is essential for managing public transportation networks. Singapore’s efficient MRT (Mass Rapid Transit) system, bus routes, and pedestrian walkways are all guided by geographic data, allowing for optimization of routes, scheduling, and capacity management.
Empowering Singapore’s Future with Spatial Data
As Singapore continues to innovate and expand, the need for accurate and up-to-date geographic data becomes even more important. By obtaining and analyzing detailed spatial data, policymakers, urban planners, and businesses can make data-driven decisions that foster sustainable growth while preserving the country’s environmental and cultural heritage.
With geographic data available in formats such as CSV, SQL, JSON, and XML, decision-makers have the flexibility to integrate it into various platforms and tools that can enhance urban planning, resource management, and environmental sustainability. Whether for residential development, commercial growth, or conservation efforts, geographic data empowers stakeholders to make informed decisions that align with Singapore’s long-term goals.
Conclusion
Singapore’s geographic landscape is a testament to successful urban planning and development in a densely populated and resource-constrained environment. By obtaining accurate and detailed geographic data on the country’s cities, regions, and departments, stakeholders can better understand how to manage growth, ensure sustainability, and optimize infrastructure. The flexibility of data formats such as CSV, SQL, JSON, and XML allows for comprehensive analysis, enabling Singapore to continue its evolution as a smart, green, and efficient urban hub. Geographic data is a key driver in ensuring the city-state’s future success while maintaining a balance between development and environmental stewardship.