Senegal cities list with latitude and longitude in Excel, CSV, XML, SQL, JSON formats
Last update : 05 December 2025.
Below is a list of 100 prominent cities in Senegal. Each row includes a city's latitude, longitude, region and other variables of interest. This is a subset of all 9487 places in Senegal 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 Excel (.xlsx), .csv, .json, .xml and .sql formats. Notable Cities: The capital of Senegal is Dakar.
| Geoname_ID | City | Alternate_Name | Country_Code | Region | Sub_region | Latitude | Longitude | Elevation | Population | Timezone | Fcode_Name |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2253426 | Chirif | Chirif,Serif,Sérif | SN | Thiès | 14.46667 | -16.83333 | 0 | Africa/Dakar | populated place | ||
| 2248246 | Moukh Moukh | Mouk Mouk,Moukh Moukh | SN | Louga | 15.4343 | -15.787 | 0 | Africa/Dakar | populated place | ||
| 2243953 | Yoro Peul | Yoro Peul,Yoro Peulh | SN | Louga | 15.33 | -15.9704 | 0 | Africa/Dakar | populated place | ||
| 2244560 | Tiéolé | SN | Louga | 15.48333 | -16.01667 | 0 | Africa/Dakar | populated place | |||
| 2253568 | Boulingué | SN | Ziguinchor | 12.67944 | -16.15167 | 0 | Africa/Dakar | populated place | |||
| 2249522 | Kouré Kountou | SN | Tambacounda | 13.26667 | -13.31667 | 0 | Africa/Dakar | populated place | |||
| 2248318 | Missira | SN | Diourbel | 14.93333 | -15.96667 | 0 | Africa/Dakar | populated place | |||
| 2250994 | Kaguil | SN | Ziguinchor | 12.50667 | -16.23361 | 0 | Africa/Dakar | populated place | |||
| 2248609 | Mbégaye | Begaye,Bégaye,Mbegaye,Mbégaye | SN | Saint-Louis | 16.13306 | -16.27 | 0 | Africa/Dakar | populated place | ||
| 2244694 | Tiaoune | Tiaoune,Tioua | SN | Thiès | 14.85 | -16.91667 | 0 | Africa/Dakar | populated place | ||
| 2254048 | Bélal Soumaïla | SN | Kolda | 13.23333 | -14.66667 | 0 | Africa/Dakar | populated place | |||
| 2254466 | Baïti Bakar | Baiti Bakar,Bayti Dakar,Baïti Bakar | SN | Thiès | 14.96667 | -16.95 | 0 | Africa/Dakar | populated place | ||
| 2248256 | Mosguée | SN | Sédhiou | 12.81278 | -15.97417 | 0 | Africa/Dakar | populated place | |||
| 2245480 | Sintiân | Sinntiane,Sinthian,Sintian,Sintiân | SN | Matam | 15.49724 | -13.21206 | 0 | Africa/Dakar | populated place | ||
| 2247421 | Ngor | Ngor | SN | Dakar | 14.74935 | -17.51515 | 0 | Africa/Dakar | populated place | ||
| 2249818 | Koétiao | SN | Fatick | 14.43333 | -16.08333 | 0 | Africa/Dakar | populated place | |||
| 2254010 | Balal Penda | Balal Penda,Belel Penda,Bélel Penda | SN | Louga | 15.399 | -15.8231 | 0 | Africa/Dakar | populated place | ||
| 2244958 | Tanim | Tanim,Tanime | SN | Louga | 15.609 | -16.1222 | 0 | Africa/Dakar | populated place | ||
| 2245310 | Sintiou Sanbassira | Sinntiou Sanbassira,Sintiou Sanbassira | SN | Tambacounda | 13.51667 | -14.2 | 0 | Africa/Dakar | populated place | ||
| 2249025 | Madina Mamadou | SN | Kolda | 12.98333 | -14.18333 | 0 | Africa/Dakar | populated place | |||
| 2571789 | Jowangkerr | SN | Ziguinchor | 13.15889 | -16.17028 | 0 | Africa/Dakar | populated place | |||
| 2252361 | Dioufana | SN | Sédhiou | 12.92306 | -15.24917 | 0 | Africa/Dakar | populated place | |||
| 2253549 | Boumbali | SN | Fatick | 14.75 | -15.75 | 0 | Africa/Dakar | populated place | |||
| 2249600 | Koumambouré Maoundé | Goumanbourey,Koumamboure Maounde,Koumambouré Maoundé | SN | Kolda | 12.85 | -14.51667 | 0 | Africa/Dakar | populated place | ||
| 2253498 | Bouroun | SN | Ziguinchor | 12.86667 | -15.98333 | 0 | Africa/Dakar | populated place | |||
| 2251375 | Gourel Slimané Dia | SN | Tambacounda | 14.15691 | -12.61879 | 0 | Africa/Dakar | populated place | |||
| 2253085 | Davène | SN | Kaffrine | 14.31667 | -15.76667 | 0 | Africa/Dakar | populated place | |||
| 2595533 | Santiabia | SN | Thiès | 14.74377 | -17.06704 | 0 | Africa/Dakar | populated place | |||
| 2247165 | Nionbré | SN | Fatick | 14.4 | -15.98333 | 0 | Africa/Dakar | populated place | |||
| 2252740 | Dianafou | SN | Sédhiou | 12.45417 | -15.64944 | 0 | Africa/Dakar | populated place | |||
| 2248401 | Méo | SN | Kaffrine | 13.86667 | -15.36667 | 0 | Africa/Dakar | populated place | |||
| 2251736 | Galagué | Galague,Galagué,Gallegne,Gallègne | SN | Fatick | 14.53333 | -16.26667 | 0 | Africa/Dakar | populated place | ||
| 2245541 | Simon Hamdallaye | Hamdallaye,Simon Hamdallaye | SN | Fatick | 13.65 | -16.38333 | 0 | Africa/Dakar | populated place | ||
| 2248230 | Mouran | Moura,Mouran | SN | Kédougou | 13.22367 | -11.6101 | 0 | Africa/Dakar | populated place | ||
| 2252419 | Diom Bassatakh | Diom Bassatakh,Diom Basstakh,Diombos | SN | Louga | 15.81667 | -16.11667 | 0 | Africa/Dakar | populated place | ||
| 2246438 | Sako | SN | Sédhiou | 12.80472 | -15.19306 | 0 | Africa/Dakar | populated place | |||
| 2595398 | Diamm Bougoum | SN | Thiès | 14.52526 | -17.01388 | 0 | Africa/Dakar | populated place | |||
| 2248557 | Mbéyène | SN | Fatick | 14.78333 | -15.53333 | 0 | Africa/Dakar | populated place | |||
| 2244469 | Tiobé | SN | Louga | 14.75 | -14.88333 | 0 | Africa/Dakar | populated place | |||
| 2595473 | D’angd’ang | SN | Thiès | 14.60314 | -17.07593 | 0 | Africa/Dakar | populated place | |||
| 2244785 | Tiadié Babou | SN | Kaffrine | 14.28333 | -15.78333 | 0 | Africa/Dakar | populated place | |||
| 2244224 | Tounène | SN | Thiès | 15.08333 | -16.25 | 0 | Africa/Dakar | populated place | |||
| 2249046 | Madina Bayène | Bayene,Bayène,Madina Bayene,Madina Bayène | SN | Kolda | 13.31667 | -14.71667 | 0 | Africa/Dakar | populated place | ||
| 2246649 | Pointe-Saint-Georges | Pointe Sainte Georges,Pointe-Saint-Georges,Sozor | SN | Ziguinchor | 12.62833 | -16.55861 | 0 | Africa/Dakar | populated place | ||
| 2249037 | Madina Diamboye | SN | Kolda | 13.21667 | -14.38333 | 0 | Africa/Dakar | populated place | |||
| 2251635 | Gassé | SN | Louga | 15.4626 | -15.4183 | 0 | Africa/Dakar | populated place | |||
| 2595981 | Demizine | SN | Saint-Louis | 16.2025 | -16.43056 | 0 | Africa/Dakar | populated place | |||
| 2252538 | Digne | SN | Thiès | 15.0712 | -16.2479 | 0 | Africa/Dakar | populated place | |||
| 2595405 | Sindia Kafngoun | SN | Thiès | 14.56559 | -17.03113 | 0 | Africa/Dakar | populated place | |||
| 2246064 | Saré Dimba Sounkarou | SN | Kolda | 12.71667 | -15.03333 | 0 | Africa/Dakar | populated place | |||
| 2244758 | Tialé | SN | Thiès | 15 | -16.85 | 0 | Africa/Dakar | populated place | |||
| 2248254 | Mosladji II | Mosladji II,Moslaye | SN | Diourbel | 14.96667 | -16.31667 | 0 | Africa/Dakar | populated place | ||
| 2252235 | Djilondine | SN | Ziguinchor | 12.91667 | -16.26667 | 0 | Africa/Dakar | populated place | |||
| 2246252 | Sanianèm | Sagnanem,Sanianem,Sanianèm | SN | Kaolack | 14.03333 | -16.06667 | 0 | Africa/Dakar | populated place | ||
| 2251534 | Gomène | Gomene,Gomène,Ngomene,Ngomène | SN | Thiès | 14.81667 | -16.76667 | 0 | Africa/Dakar | populated place | ||
| 2250419 | Keur Demmba | Keur Demba Sab,Keur Demmba | SN | Diourbel | 15 | -16.45 | 0 | Africa/Dakar | populated place | ||
| 2248467 | Mboussobé | SN | Diourbel | 14.85 | -15.78333 | 0 | Africa/Dakar | populated place | |||
| 2251087 | Jevel | SN | Kolda | 13.01667 | -14.01667 | 0 | Africa/Dakar | populated place | |||
| 2244770 | Tial | SN | Thiès | 15.23333 | -16.8 | 0 | Africa/Dakar | populated place | |||
| 2244138 | Vendou Gari | SN | Matam | 15.2906 | -14.0735 | 0 | Africa/Dakar | populated place | |||
| 2252872 | Dialaba | SN | Sédhiou | 13.06667 | -15.4 | 0 | Africa/Dakar | populated place | |||
| 2248345 | Miga Roto | SN | Louga | 15.4504 | -15.3647 | 0 | Africa/Dakar | populated place | |||
| 2596071 | Ndiakhip II | SN | Saint-Louis | 15.92222 | -16.3675 | 0 | Africa/Dakar | populated place | |||
| 2245391 | Sinntiou Diohé | Sinntiou Diohe,Sinntiou Diohé,Sintiou Diohe,Sintiou Diohé | SN | Tambacounda | 14.12205 | -12.44691 | 0 | Africa/Dakar | populated place | ||
| 2247597 | Ndoye | N’doi,Ndoye,N’doï | SN | Saint-Louis | 15.85722 | -16.44 | 0 | Africa/Dakar | populated place | ||
| 2245482 | Sinthié Faraba | SN | Kaffrine | 14.23333 | -15.06667 | 0 | Africa/Dakar | populated place | |||
| 2248416 | Médina Tobène | SN | Kaffrine | 14.23333 | -14.66667 | 0 | Africa/Dakar | populated place | |||
| 2247249 | Nianguimoni | Nianguimani,Nianguimoni | SN | Kédougou | 12.41667 | -11.98333 | 0 | Africa/Dakar | populated place | ||
| 2244024 | Yar Dakar | SN | Louga | 15.6609 | -15.9956 | 0 | Africa/Dakar | populated place | |||
| 2251858 | Féto Niébé | SN | Tambacounda | 14.22083 | -12.67523 | 0 | Africa/Dakar | populated place | |||
| 2250740 | Kassankili | SN | Ziguinchor | 12.72306 | -16.30111 | 0 | Africa/Dakar | populated place | |||
| 2247270 | Niandinndia Dimbel | SN | Kolda | 12.71667 | -14.48333 | 0 | Africa/Dakar | populated place | |||
| 2252745 | Diamvéli | SN | Matam | 15.39192 | -13.04829 | 0 | Africa/Dakar | populated place | |||
| 2246710 | Petél | SN | Kaffrine | 14.46667 | -14.71667 | 0 | Africa/Dakar | populated place | |||
| 2249336 | Lem Dam | Dam,Lem Dam | SN | Fatick | 14.48333 | -16.46667 | 0 | Africa/Dakar | populated place | ||
| 2253713 | Bokobof | SN | Fatick | 14.38333 | -16.7 | 0 | Africa/Dakar | populated place | |||
| 2245023 | Takoutala | SN | Tambacounda | 14.15404 | -12.24023 | 0 | Africa/Dakar | populated place | |||
| 2249715 | Kopé | SN | Saint-Louis | 16.57784 | -14.81774 | 0 | Africa/Dakar | populated place | |||
| 2246625 | Pouboul Kanpanhe | Pouboul Kampanhe,Pouboul Kanpanhe | SN | Ziguinchor | 12.51667 | -16.15 | 0 | Africa/Dakar | populated place | ||
| 2252226 | Djimbé | SN | Tambacounda | 14.61795 | -12.1661 | 0 | Africa/Dakar | populated place | |||
| 2247720 | Ndiolofène | SN | Sédhiou | 13.18333 | -15.65 | 0 | Africa/Dakar | populated place | |||
| 2249362 | Layabé | Layabe,Layabé,Layaybe,Layaybé | SN | Diourbel | 14.85 | -16.18333 | 0 | Africa/Dakar | populated place | ||
| 2247175 | Ndiol | Ndiol,Niol | SN | Saint-Louis | 15.87944 | -16.50306 | 0 | Africa/Dakar | populated place | ||
| 2244044 | Yal | SN | Kaolack | 13.88333 | -15.83333 | 0 | Africa/Dakar | populated place | |||
| 2250510 | Keur Amat Fal | SN | Kaolack | 13.78333 | -15.98333 | 0 | Africa/Dakar | populated place | |||
| 2247463 | Ngaye Ngaye | N’Gayegaye,Ngaye Ngaye,N’Gayegaye | SN | Thiès | 15.03333 | -16.55 | 0 | Africa/Dakar | populated place | ||
| 2250502 | Keur Baba Alima | Keur Baba,Keur Baba Alima | SN | Thiès | 14.96667 | -16.86667 | 0 | Africa/Dakar | populated place | ||
| 2254336 | Bamb | Bamb,Bambe | SN | Diourbel | 14.78333 | -16.28333 | 0 | Africa/Dakar | populated place | ||
| 2247623 | Ndorong Log | Ndoron,Ndorong Log | SN | Fatick | 14.08333 | -16.46667 | 0 | Africa/Dakar | populated place | ||
| 2253874 | Binguil | SN | Tambacounda | 14.5669 | -12.85069 | 0 | Africa/Dakar | populated place | |||
| 2249396 | Lampado | Lampado,Lampadou | SN | Louga | 15.6635 | -15.9619 | 0 | Africa/Dakar | populated place | ||
| 2245057 | Taïba Mama | SN | Kaolack | 13.93333 | -15.75 | 0 | Africa/Dakar | populated place | |||
| 2248778 | Marsa | SN | Tambacounda | 14.72297 | -12.33902 | 0 | Africa/Dakar | populated place | |||
| 2246713 | Pétègne Kahone | Petegne Kahone,Pétègne Kahone | SN | Kaolack | 14.31667 | -15.8 | 0 | Africa/Dakar | populated place | ||
| 2247163 | Nioro | SN | Sédhiou | 12.64389 | -15.3825 | 0 | Africa/Dakar | populated place | |||
| 2254329 | Bambadala Tiako | Bambadala,Bambadala Tiako | SN | Fatick | 13.7 | -16.3 | 0 | Africa/Dakar | populated place | ||
| 2248531 | Mbobou | Baboue,Mbobou | SN | Louga | 15.48333 | -16.28333 | 0 | Africa/Dakar | populated place | ||
| 2244755 | Tialèm | SN | Kaffrine | 14.13333 | -15.58333 | 0 | Africa/Dakar | populated place | |||
| 2251610 | Gati Loumène | SN | Louga | 15.5039 | -15.8698 | 0 | Africa/Dakar | populated place | |||
| 2245557 | Silorou | SN | Matam | 14.60077 | -12.83215 | 0 | Africa/Dakar | populated place |
**Exploring Senegal: Insights from a Geographer**
Introduction**
Nestled on the western coast of Africa, Senegal is a country of rich cultural heritage, vibrant urban centers, and diverse landscapes. As a geographer embarking on a journey to unravel the intricacies of Senegal's geography, our focus lies in acquiring data on its cities, regions, and departments, while also capturing the latitude and longitude coordinates of each urban enclave.
Unveiling the Geographical Tapestry**
Senegal's geography is characterized by a tapestry of diverse landscapes, ranging from the arid Sahel region in the north to the lush tropical forests in the south. Its cities, including the bustling capital Dakar, the historic Saint-Louis, and the vibrant Thies, serve as focal points of economic activity and cultural exchange. By delving into the regions and departments that comprise Senegal, we gain insight into its administrative divisions and spatial organization.
Tracing the Coordinates of Urban Centers**
Our exploration extends beyond geographical boundaries as we trace the latitude and longitude coordinates of each city across Senegal. From the sandy shores of Saint-Louis to the bustling markets of Kaolack, these geographic markers serve as waypoints, guiding us through the diverse urban landscapes that define the country.
Interpreting Spatial Patterns**
The data we gather from our geographic expedition provides valuable insights into Senegal's spatial patterns and dynamics. By analyzing the distribution of cities and regions, we can discern patterns of population density, economic activity, and infrastructure development. Moreover, we explore how geographical features such as rivers, mountains, and coastal plains influence the spatial distribution of human settlements and land use patterns.
Challenges and Opportunities**
Senegal faces a host of challenges, including rapid urbanization, environmental degradation, and socioeconomic disparities. However, amidst these challenges lie opportunities for sustainable development, environmental conservation, and social progress. By harnessing its abundant natural resources, promoting inclusive urban planning, and investing in education and healthcare, Senegal can chart a course towards a more resilient and prosperous future for its people.
Conclusion**
In conclusion, our exploration of Senegal's geography has provided valuable insights into its spatial dynamics and challenges. By obtaining and analyzing data on its cities, regions, and geographic coordinates, we gain a deeper understanding of its diverse landscapes and the factors that shape them. As we continue to engage with Senegal's geography, we are reminded of the importance of holistic approaches and interdisciplinary collaboration in addressing its complex needs and fostering sustainable development.

Download data files for Senegal's cities in Excel (.xlsx), CSV, SQL, XML and JSON formats
Exploring the Geography of Senegal: Unlocking the Cities and Spatial Data
Senegal, located in West Africa, is a country characterized by a unique combination of coastal plains, savannahs, and inland plateaus. With a rich cultural history, a diverse landscape, and strategic access to the Atlantic Ocean, Senegal’s geography is integral to its economic development, urbanization, and environmental challenges. For geographers, urban planners, and decision-makers, having access to detailed spatial data on the country’s cities, regions, and administrative divisions is crucial for informed planning and development. This article delves into the geography of Senegal, exploring its regions and cities, and highlighting the importance of geographic data in shaping the country’s future.
Senegal's Geographical Diversity: From Coastal Plains to Savannas
Senegal is a land of contrasts. To the west, it is bordered by the Atlantic Ocean, where coastal plains and sandy beaches are home to bustling ports and vibrant cities like Dakar, the capital. Further inland, the landscape transitions into savannahs and forested areas, with the Sahelian zone gradually giving way to the arid regions of northern Senegal. The country’s southern borders are defined by its proximity to the dense tropical forests of Guinea and Guinea-Bissau, which shape its climate and ecological systems.
Senegal’s rivers, including the Senegal River to the north and the Casamance River in the south, are key to the country’s agricultural productivity. These waterways provide essential irrigation for the farming of crops such as rice, millet, and peanuts. The terrain also includes areas of higher elevation, notably the Fouta Djallon mountains in the east, which influence rainfall patterns and natural resources.
The variety of geographic features has resulted in a diverse range of environments, from fertile valleys to semi-arid regions, each supporting different human activities and settlements. This geographic diversity has influenced the patterns of urbanization, agricultural development, and infrastructure across the country.
Regions and Administrative Divisions of Senegal
Senegal is divided into 14 administrative regions, which are further subdivided into departments and communes. These regions reflect the country’s historical, economic, and cultural diversity. Each region has its own unique geographical features, economic focus, and social structure, making it essential to understand the spatial organization of these regions when planning for development or resource allocation.
Dakar, located on the Cape Verde Peninsula, is not only the capital city of Senegal but also the largest urban center in the country. It is an economic and political hub, attracting both domestic and international attention due to its strategic coastal location. Dakar’s harbor and port are central to Senegal’s trade, and the city itself serves as the seat of government and the center of cultural and intellectual life.
The regions of Saint-Louis and Thies, located in the north and west of Senegal, are integral to the country’s agriculture and tourism industries. Saint-Louis, a UNESCO World Heritage site, is a former colonial capital that remains a key port and tourist destination. Thies is known for its agricultural productivity, particularly in the cultivation of groundnuts (peanuts).
To the south, the region of Ziguinchor is part of the Casamance, a fertile region known for its agricultural activity and rich biodiversity. The Casamance River and its tributaries are essential to local farming and provide water for both people and livestock.
The administrative divisions of Senegal are not just political; they also provide insight into how geography influences economic activities, population density, and infrastructure needs across the country. By understanding the geographic structure of these regions, one can better grasp the spatial distribution of resources, urban growth, and the challenges of managing such a diverse landscape.
The Role of Geographic Data in Understanding Senegal's Geography
To effectively understand the geography of Senegal, it is essential to obtain accurate and detailed geographic data. This includes information on the locations of cities, towns, villages, regions, and departments, as well as key geographical features such as rivers, mountains, and agricultural zones. Geographic data provides insight into how these elements interact and form the backbone of the country’s spatial organization.
Latitude and longitude coordinates, along with region and department boundaries, are crucial for visualizing the geographic layout of Senegal. With these coordinates, one can map out the distribution of urban centers, agricultural zones, infrastructure, and natural resources across the country. Geographic data is especially important when analyzing urbanization patterns, the allocation of services, and infrastructure development.
Obtaining this data in formats like CSV, SQL, JSON, and XML allows for greater flexibility in how it can be analyzed and used. These data formats can be incorporated into Geographic Information Systems (GIS), which enable geographers and urban planners to create interactive maps, perform spatial analyses, and model different scenarios based on geographic features.
For example, with the latitude and longitude data of each city and village, one can create accurate maps that display population density, infrastructure distribution, or the proximity of urban centers to natural resources. This helps urban planners identify areas in need of development and allocate resources more efficiently.
Practical Applications of Geographic Data in Senegal
The applications of geographic data in Senegal are vast and multifaceted. For urban planners, geographic data helps optimize city planning, ensure equitable distribution of resources, and manage population growth. Cities like Dakar and Thies are rapidly expanding, and understanding the geography of these urban areas allows planners to design sustainable transportation systems, allocate land for housing and infrastructure, and provide essential services to growing populations.
Geographic data is also crucial for resource management, particularly in the agricultural sector. Senegal’s economy relies heavily on farming, and geographic data can help identify regions suitable for crop cultivation, assess water resources, and monitor land use changes. For example, GIS tools can be used to track the availability of water from the Senegal and Casamance Rivers and assess the impact of climate change on water availability for irrigation.
Additionally, environmental conservation efforts benefit from geographic data. Senegal is home to unique ecosystems, including the Niokolo-Koba National Park, which is a UNESCO World Heritage site. Geographic data can be used to track deforestation, monitor wildlife populations, and create conservation strategies to protect the country’s biodiversity.
For businesses, particularly those in agriculture, tourism, and infrastructure, geographic data is invaluable for site selection, market analysis, and logistics. Understanding the geographical layout of urban areas, agricultural zones, and transport networks allows businesses to make strategic decisions that improve efficiency and reduce costs.
Unlocking the Potential of Senegal through Spatial Data
Senegal’s geographic diversity, combined with its rapid urbanization and growing economy, requires careful management and strategic planning. Access to accurate and up-to-date geographic data allows for better decision-making in urban development, resource management, and environmental conservation. By obtaining detailed data on Senegal’s cities, regions, and departments, stakeholders can identify opportunities for growth, plan for sustainable development, and ensure that resources are distributed equitably.
With the availability of geographic data in formats such as CSV, SQL, JSON, and XML, this data can be easily integrated into various platforms, making it accessible for analysis, visualization, and decision-making. Whether used for academic research, urban planning, environmental management, or business development, geographic data is a key tool for understanding and managing Senegal’s spatial dynamics.
Conclusion
Senegal’s geography, from its coastal cities to its fertile savannahs and diverse ecosystems, presents both opportunities and challenges for development and management. By obtaining detailed geographic data on its cities, regions, and departments, one can gain a clearer understanding of the spatial relationships that define the country. The availability of data in formats like CSV, SQL, JSON, and XML enables researchers, urban planners, and businesses to make informed decisions that support sustainable development and improve the well-being of Senegal’s people.