53 datasets found
  1. Growth rate of African cities 2020-2035

    • statista.com
    • ai-chatbox.pro
    Updated Jan 31, 2024
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    Statista (2024). Growth rate of African cities 2020-2035 [Dataset]. https://www.statista.com/statistics/1234653/africa-s-fastest-growing-cities/
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    Dataset updated
    Jan 31, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Africa
    Description

    The fastest growing city in Africa is Bujumbura, in Burundi. In 2020, this city had an estimated population of about one million. By 2035, the population of Bujumbura could increase by 123 percent and reach roughly 2.3 million people. Zinder, in Niger, had about half million inhabitants in 2020 and, with a growth rate of 118 percent, is Africa's second fastest growing city. In 2035, Zinder could have over one million residents.

    As of 2021, the largest city in whole Africa is Lagos, in Nigeria. Other highly populated cities in Africa are Kinshasa, in Congo, Cairo, and Alexandria, both located in Egypt.

  2. The global smart city platforms market size will be USD 192541.2 million in...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
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    Cognitive Market Research, The global smart city platforms market size will be USD 192541.2 million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/smart-city-platforms-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global smart city platforms market size will be USD 192541.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 9.00% from 2024 to 2031.

    North America held the major market share for more than 40% of the global revenue with a market size of USD 77016.48 million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.2% from 2024 to 2031.
    Europe accounted for a market share of over 30% of the global revenue with a market size of USD 57762.36 million.
    Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 44284.48 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.0% from 2024 to 2031.
    Latin America had a market share of more than 5% of the global revenue with a market size of USD 9627.06 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.4% from 2024 to 2031.
    Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 3850.82 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.7% from 2024 to 2031.
    The data management platform is the fastest growing segment of the smart city platforms industry
    

    Market Dynamics of Smart city platforms Market

    Key Drivers for Smart city platforms Market

    Urbanization and population growth to drive market growth

    Urbanization and population growth are key drivers of the Smart City Platforms Market, as they create the need for more efficient urban management solutions. Rapid migration to cities places immense pressure on infrastructure, transportation, energy, and public services. To address these challenges, smart city platforms enable cities to optimize resource allocation, improve traffic management, and enhance public safety through data-driven decision-making. As urban populations grow, the demand for sustainable and scalable solutions increases, leading to investments in technologies like IoT, artificial intelligence, and data analytics. These platforms allow city administrators to manage services in real time, ensuring smoother operations and better living conditions. Furthermore, governments worldwide are supporting smart city initiatives to handle the socio-economic impacts of urbanization, boosting the market's expansion.

    Increased demand for efficient public services to boost market growth

    The increased demand for efficient public services is a major driver of growth in the Smart City Platforms Market. As urban populations expand, cities face pressure to improve the efficiency and quality of essential services such as transportation, healthcare, energy management, and waste disposal. Smart city platforms provide a solution by integrating various urban services through the use of IoT devices, big data, and real-time analytics. By leveraging these technologies, cities can streamline operations, reduce costs, and respond more effectively to residents' needs. For example, smart traffic systems can alleviate congestion, while intelligent energy grids optimize power consumption. Citizens also expect more responsive and transparent services, pushing governments to adopt smart platforms to enhance service delivery and public engagement. This rising demand for smarter, more efficient services is a key factor driving market growth.

    Restraint Factor for the Smart city platforms Market

    Data privacy and security concerns to limit market growth

    Data privacy and security concerns pose significant challenges to the growth of the Smart City Platforms Market. As these platforms rely on massive amounts of data collected from IoT devices, sensors, and city infrastructure, they become potential targets for cyberattacks and unauthorized access. Breaches in public data can compromise critical systems, including transportation, healthcare, and public safety, leading to severe consequences. Citizens are increasingly concerned about how their personal information is being used and protected, which raises issues around trust and transparency. Furthermore, stringent regulations like GDPR and other regional data protection laws require cities to ensure robust security measures, which can increase implementation costs and complexity. The fear of potential data misuse or leaks can slow down the adoption of smart city technologies, limiting market growth despite their benefits.

    Impact of Covid-19 on the ...

  3. Population in Africa 2025, by selected country

    • statista.com
    Updated Jun 24, 2025
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    Statista (2025). Population in Africa 2025, by selected country [Dataset]. https://www.statista.com/statistics/1121246/population-in-africa-by-country/
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    Dataset updated
    Jun 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    Africa
    Description

    Nigeria has the largest population in Africa. As of 2025, the country counted over 237.5 million individuals, whereas Ethiopia, which ranked second, has around 135.5 million inhabitants. Egypt registered the largest population in North Africa, reaching nearly 118.4 million people. In terms of inhabitants per square kilometer, Nigeria only ranked seventh, while Mauritius had the highest population density on the whole African continent in 2023. The fastest-growing world region Africa is the second most populous continent in the world, after Asia. Nevertheless, Africa records the highest growth rate worldwide, with figures rising by over two percent every year. In some countries, such as Niger, the Democratic Republic of Congo, and Chad, the population increase peaks at over three percent. With so many births, Africa is also the youngest continent in the world. However, this coincides with a low life expectancy. African cities on the rise The last decades have seen high urbanization rates in Asia, mainly in China and India. However, African cities are currently growing at larger rates. Indeed, most of the fastest-growing cities in the world are located in Sub-Saharan Africa. Gwagwalada, in Nigeria, and Kabinda, in the Democratic Republic of the Congo, ranked first worldwide. By 2035, instead, Africa's fastest-growing cities are forecast to be Bujumbura, in Burundi, and Zinder, Nigeria.

  4. c

    Quantifying Cities Project: TI-City Urban Expansion Data, and Electricity...

    • datacatalogue.cessda.eu
    • beta.ukdataservice.ac.uk
    Updated Jun 4, 2025
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    Fox, S; Agyemang, F; Memon, R (2025). Quantifying Cities Project: TI-City Urban Expansion Data, and Electricity Consumption Data, 2000-2021 [Dataset]. http://doi.org/10.5255/UKDA-SN-856294
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    Dataset updated
    Jun 4, 2025
    Dataset provided by
    University of Bristol
    University of Manchester
    University of Qatar
    Authors
    Fox, S; Agyemang, F; Memon, R
    Time period covered
    Aug 31, 2018 - Aug 30, 2021
    Area covered
    Pakistan, Ghana
    Variables measured
    Household, Geographic Unit
    Measurement technique
    The TI-City data was accessed from institutions responsible for land use and planning in Ghana as well as secondary sources (See the the underlying paper for more https://doi.org/10.1177/23998083211068843).The residential electricity consumption data was provided by K-Electric (KE), the monopoly provider of electricity in Karachi. The data pertains to ~2 million households aggregated into 30m grid cells (see the underlying paper for more https://dx.doi.org/10.2139/ssrn.4154318).
    Description

    This collection contains two datasets: one, data used in TI-City model to predict future urban expansion in Accra, Ghana; and two, residential electricity consumption data used to map intra-urban living standards in Karachi, Pakistan. The TI-City model data are ASCII files of infrastructure and amenities that affect location decisions of households and developers. The residential electricity consumption data consist of average kilowatt hours (kw/h) of electricity consumed per month by ~ 2 million households in Karachi. The electricity consumption data is aggregated into 30m grid cells (count = 193050), with centroids and consumption values provided. The values of the points (centroids), captured under the field "Avg_Avg_Cs", represents the median of average monthly consumption of households within the 30m grid cells.

    Our project addresses a critical gap in social research methodology that has important implications for combating urban poverty and promoting sustainable development in low and middle-income countries. Simply put, we're creating a low-cost tool for gathering critical information about urban population dynamics in cities experiencing rapid spatial-demographic and socioeconomic change. Such information is vital to the success of urban planning and development initiatives, as well as disaster relief efforts. By improving the information base of the actors involved in such activities we aim to improve the lives of urban dwellers across the developing world, particularly the poorest and most vulnerable. The key output for the project will be a freely available 'City Sampling Toolkit' that provides detailed instructions and opensource software tools for replicating the approach at various spatial scales.

    Our research is motivated by the growing recognition that cities are critical arenas for action in global efforts to tackle poverty and transition towards more environmentally sustainable economic growth. Between now and 2050 the global urban population is projected to grow by over 2 billion, with the overwhelming majority of this growth taking place in low and middle-income countries in Africa and Asia. Developing evidence-based policies for managing this growth is an urgent task. As UN Secretary General Ban Ki Moon has observed: "Cities are increasingly the home of humanity. They are central to climate action, global prosperity, peace and human rights...To transform our world, we must transform its cities."

    Unfortunately, even basic data about urban populations are lacking in many of the fastest growing cities of the world. Existing methods for gathering vital information, including censuses and sample surveys, have critical limitations in urban areas experiencing rapid change. And 'big data' approaches are not an adequate substitute for representative population data when it comes to urban planning and policymaking. We will overcome these limitations through a combination of conceptual innovation and creative integration of novel tools and techniques that have been developed for sampling, surveying and estimating the characteristics of populations that are difficult to enumerate. This, in turn, will help us capture the large (and sometimes uniquely vulnerable) 'hidden populations' in cities missed by traditional approaches.

    By using freely available satellite imagery, we can get an idea of the current shape of a rapidly changing city and create a 'sampling frame' from which we then identify respondents for our survey. Importantly, and in contrast with previous approaches, we aren't simply going to count official city residents. We are interested in understanding the characteristics of the actually present population, including recent migrants, temporary residents, and those living in informal or illegal settlements, who are often not considered formal residents in official enumeration exercises. In other words, our 'inclusion criterion' for the survey exercise is presence not residence. By adopting this approach, we hope to capture a more accurate picture of city populations. We will also limit the length of our survey questionnaire to maximise responses and then use novel statistical techniques to reconstruct a rich statistical portrait that reflects a wide range of demographic and socioeconomic information.

    We will pilot our methodology in a city in Pakistan, which recently completed a national census exercise that has generated some controversy with regard to the accuracy of urban population counts. To our knowledge this would be the first project ever to pilot and validate a new sampling and survey methodology at the city scale in a developing country.

  5. a

    Urban Agglomeration Populations: 1950-2035

    • hub.arcgis.com
    • gis-for-secondary-schools-schools-be.hub.arcgis.com
    Updated May 30, 2018
    + more versions
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    ArcGIS StoryMaps (2018). Urban Agglomeration Populations: 1950-2035 [Dataset]. https://hub.arcgis.com/datasets/4f1518f13f8d461fae54106692b54ea4
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    Dataset updated
    May 30, 2018
    Dataset authored and provided by
    ArcGIS StoryMaps
    Area covered
    Description

    Cities ranking and mega citiesTokyo is the world’s largest city with an agglomeration of 37 million inhabitants, followed by New Delhi with 29 million, Shanghai with 26 million, and Mexico City and São Paulo, each with around 22 million inhabitants. Today, Cairo, Mumbai, Beijing and Dhaka all have close to 20 million inhabitants. By 2020, Tokyo’s population is projected to begin to decline, while Delhi is projected to continue growing and to become the most populous city in the world around 2028.By 2030, the world is projected to have 43 megacities with more than 10 million inhabitants, most of them in developing regions. However, some of the fastest-growing urban agglomerations are cities with fewer than 1 million inhabitants, many of them located in Asia and Africa. While one in eight people live in 33 megacities worldwide, close to half of the world’s urban dwellers reside in much smaller settlements with fewer than 500,000 inhabitants.About the dataThe 2018 Revision of the World Urbanization Prospects is published by the Population Division of the United Nations Department of Economic and Social Affairs (UN DESA). It has been issued regularly since 1988 with revised estimates and projections of the urban and rural populations for all countries of the world, and of their major urban agglomerations. The data set and related materials are available at: https://esa.un.org/unpd/wup/

  6. Population in Africa 2024, by selected country

    • ai-chatbox.pro
    • statista.com
    Updated May 31, 2024
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    Saifaddin Galal (2024). Population in Africa 2024, by selected country [Dataset]. https://www.ai-chatbox.pro/?_=%2Ftopics%2F7805%2Fdemographics-of-tanzania%2F%23XgboD02vawLKoDs%2BT%2BQLIV8B6B4Q9itA
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    Dataset updated
    May 31, 2024
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Saifaddin Galal
    Description

    Nigeria has the largest population in Africa. As of 2024, the country counted over 232.6 million individuals, whereas Ethiopia, which ranked second, has around 132 million inhabitants. Egypt registered the largest population in North Africa, reaching nearly 116 million people. In terms of inhabitants per square kilometer, Nigeria only ranks seventh, while Mauritius has the highest population density on the whole African continent. The fastest-growing world region Africa is the second most populous continent in the world, after Asia. Nevertheless, Africa records the highest growth rate worldwide, with figures rising by over two percent every year. In some countries, such as Niger, the Democratic Republic of Congo, and Chad, the population increase peaks at over three percent. With so many births, Africa is also the youngest continent in the world. However, this coincides with a low life expectancy. African cities on the rise The last decades have seen high urbanization rates in Asia, mainly in China and India. However, African cities are currently growing at larger rates. Indeed, most of the fastest-growing cities in the world are located in Sub-Saharan Africa. Gwagwalada, in Nigeria, and Kabinda, in the Democratic Republic of the Congo, ranked first worldwide. By 2035, instead, Africa's fastest-growing cities are forecast to be Bujumbura, in Burundi, and Zinder, Nigeria.

  7. Fastest growing housing markets worldwide 2024

    • statista.com
    Updated May 28, 2025
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    Statista (2025). Fastest growing housing markets worldwide 2024 [Dataset]. https://www.statista.com/statistics/1041586/price-growth-fastest-growing-home-markets-worldwide/
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    Dataset updated
    May 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    Turkey experienced the highest annual change in house prices in 2024, followed by Bulgaria and Russia. In the fourth quarter of the year, the nominal house price in Turkey grew by **** percent, while in Bulgaria and Russia, the increase was ** and ** percent, respectively. Meanwhile, many countries saw prices fall throughout the year. That has to do with an overall cooling of the global housing market that started in 2022. When accounting for inflation, house price growth was slower, and even more countries saw the market shrink.

  8. Smart Cities Market Demand, Size and Competitive Analysis | TechSci Research...

    • techsciresearch.com
    Updated Dec 15, 2022
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    TechSci Research (2022). Smart Cities Market Demand, Size and Competitive Analysis | TechSci Research [Dataset]. https://www.techsciresearch.com/report/smart-cities-market/14573.html
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    Dataset updated
    Dec 15, 2022
    Dataset authored and provided by
    TechSci Research
    Description

    Smart Cities Market By Size, Trends, Opportunity, Forecast 2028, By Smart Utilities, By Smart Governance, By Smart Transportation, By Smart Citizens Service, By Region, Competition Forecast and Opportunities

    Pages110
    Market Size
    Forecast Market Size
    CAGR
    Fastest Growing Segment
    Largest Market
    Key Players

  9. Urban Data Platform Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Dataintelo (2025). Urban Data Platform Market Research Report 2033 [Dataset]. https://dataintelo.com/report/urban-data-platform-market
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    pdf, csv, pptxAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Urban Data Platform Market Outlook



    According to our latest research, the global Urban Data Platform market size reached USD 7.2 billion in 2024, and is expected to grow at a robust CAGR of 15.6% from 2025 to 2033, attaining a projected value of USD 25.4 billion by 2033. This remarkable growth trajectory is fueled primarily by the increasing adoption of smart city initiatives, the proliferation of IoT devices, and the growing need for efficient urban management solutions. As cities worldwide face mounting challenges related to population growth, infrastructure, and sustainability, the demand for comprehensive urban data platforms that can facilitate real-time data integration, analytics, and decision-making is experiencing unprecedented acceleration.




    One of the most significant growth factors for the Urban Data Platform market is the global surge in smart city projects, which require scalable and interoperable data infrastructures. Governments and municipalities are investing heavily in digital transformation to address urbanization challenges, such as traffic congestion, pollution, and resource management. Urban data platforms serve as the backbone for these initiatives by aggregating data from diverse sources, including sensors, mobile devices, and legacy systems, and providing actionable insights for city planners and administrators. This growing investment is further propelled by public-private partnerships and international funding programs aimed at fostering innovation in urban environments.




    Another key driver is the rapid proliferation of connected devices and sensors, which generate vast amounts of data that must be captured, processed, and analyzed in real time. The integration of IoT technologies with urban data platforms enables cities to monitor and manage diverse aspects of urban life, such as mobility, energy consumption, waste management, and environmental quality. The resulting data-driven approach enhances operational efficiency, enables predictive maintenance of critical infrastructure, and supports the development of citizen-centric services. Additionally, advancements in artificial intelligence and machine learning are amplifying the analytical capabilities of urban data platforms, allowing for more sophisticated forecasting and scenario planning.




    The growing emphasis on sustainability and resilience is also accelerating the adoption of urban data platforms. Cities are under increasing pressure to reduce their environmental footprint, optimize resource utilization, and improve quality of life for residents. Urban data platforms empower city officials with comprehensive dashboards and analytics tools that facilitate evidence-based policymaking and performance monitoring. The integration of environmental monitoring, energy management, and disaster response modules within these platforms is helping cities become more adaptive and responsive to both everyday challenges and extraordinary events, such as climate change and natural disasters.




    From a regional perspective, Asia Pacific is emerging as the fastest-growing market for urban data platforms, driven by rapid urbanization, government-led smart city programs, and significant investments in digital infrastructure. North America and Europe also hold substantial market shares, benefiting from advanced technological ecosystems, high levels of digital literacy, and strong regulatory frameworks supporting data-driven urban management. Meanwhile, Latin America and the Middle East & Africa are witnessing increasing adoption, albeit at a slower pace, as governments in these regions ramp up efforts to modernize urban infrastructure and improve public services. These dynamics collectively underscore the global momentum behind the urban data platform market, setting the stage for continued innovation and expansion.



    Component Analysis



    The component segment of the Urban Data Platform market is categorized into software, hardware, and services, each playing a pivotal role in the deployment and operation of urban data solutions. Software remains the largest contributor to market revenue, encompassing data integration tools, analytics platforms, and visualization dashboards. These software solutions are designed to aggregate data from disparate sources, perform advanced analytics, and present actionable insights to city officials and stakeholders. The growing complexity of urban environments and the need for real-time, data-driven d

  10. Intra-City Express Service Market Report | Global Forecast From 2025 To 2033...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Intra-City Express Service Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-intra-city-express-service-market
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    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Intra-City Express Service Market Outlook



    The global intra-city express service market size was valued at approximately USD 42 billion in 2023 and is projected to reach around USD 75 billion by 2032, growing at a compound annual growth rate (CAGR) of 6.5% during the forecast period. This market's robust growth is driven primarily by the burgeoning e-commerce sector and the increasing consumer demand for fast and reliable delivery services. Urbanization and the growth of smart city initiatives have further bolstered the need for efficient intra-city logistics, allowing service providers to streamline operations and enhance delivery efficiency. The demand for quick and reliable delivery services has become paramount in today's fast-paced world, urging companies to invest in advanced technologies and innovative logistics solutions to maintain competitive edge.



    One of the primary growth factors of the intra-city express service market is the rapid expansion of e-commerce. As online shopping becomes increasingly prevalent, consumers expect fast and reliable delivery services. This demand has been met with a surge in intra-city express services, which have proven themselves indispensable in fulfilling the last-mile delivery needs of urban populations. Technological advancements, such as real-time tracking and advanced route optimization, have significantly improved service efficiency, further driving market growth. Companies are also investing in innovative technologies like drones and autonomous vehicles, which promise to revolutionize the logistics landscape by reducing delivery times and operational costs.



    Another significant factor contributing to the market's growth is urbanization and the development of smart cities. As more people move to urban areas, the demand for quick and efficient logistics solutions has intensified. Intra-city express services have become crucial in managing the complex logistics networks of these densely populated regions. Additionally, governments worldwide are investing in smart city initiatives, focusing on sustainable and efficient urban logistics solutions. These initiatives create a conducive environment for the growth of intra-city express services, enabling service providers to enhance their delivery capabilities while minimizing environmental impact.



    The proliferation of digital technologies also plays a critical role in the expansion of the intra-city express service market. The integration of advanced technologies, such as artificial intelligence and the Internet of Things (IoT), has improved operational efficiency and customer experience. These technologies enable real-time tracking, predictive analytics, and smarter inventory management, allowing service providers to optimize their delivery processes. Furthermore, the increasing adoption of mobile applications has made it more convenient for consumers to access express delivery services, contributing significantly to market growth.



    Courier and Local Delivery Services have become increasingly vital in the landscape of intra-city express services. These services cater to the growing demand for swift and efficient deliveries within urban areas, where traffic congestion and logistical challenges are prevalent. The rise of e-commerce has significantly boosted the need for reliable courier services, as consumers expect their purchases to be delivered promptly and without hassle. Local delivery services are particularly crucial for small businesses and retailers, enabling them to compete with larger enterprises by offering quick and convenient delivery options. The integration of technology, such as GPS tracking and automated dispatch systems, has further enhanced the efficiency and reliability of courier services, making them an indispensable component of the modern logistics ecosystem.



    Regionally, the Asia Pacific region holds the largest share of the intra-city express service market, driven by the rapid economic growth and urbanization in countries such as China and India. The North American and European markets are also significant, benefiting from well-established e-commerce sectors and advanced logistics infrastructures. Latin America and the Middle East & Africa regions are expected to witness substantial growth, fueled by rising e-commerce penetration and improving logistics capabilities. The competitive landscape in these regions is becoming increasingly dynamic, with local and international players vying for market share.



    Service Type Analysis

    <

  11. f

    Table_1_An Analysis of Current Sustainability of Mexican Cities and Their...

    • frontiersin.figshare.com
    docx
    Updated Jun 4, 2023
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    Francisco Estrada; Julián A. Velasco; Amparo Martinez-Arroyo; Oscar Calderón-Bustamante (2023). Table_1_An Analysis of Current Sustainability of Mexican Cities and Their Exposure to Climate Change.DOCX [Dataset]. http://doi.org/10.3389/fenvs.2020.00025.s001
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    docxAvailable download formats
    Dataset updated
    Jun 4, 2023
    Dataset provided by
    Frontiers
    Authors
    Francisco Estrada; Julián A. Velasco; Amparo Martinez-Arroyo; Oscar Calderón-Bustamante
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Mexico
    Description

    The increasing demand for goods and services in cities around the world due to a rapidly growing urban population is pushing the socioecological systems that support them to their limits. The complexity of urban socioeconomic and environmental systems and their interactions generate a challenging multidimensional decision problem. In response, governments around the world are currently generating a variety of measurements that aim to portrait the main factors that are related to the level of sustainability that a city shows. While the objective of these efforts is to help in the process of urban policy making, these measures are often hard to interpret and do not lend to discover underlying characteristics that may be common among a group of cities. Moreover, these measures are typically focused on describing the current state and omit future challenges such as climate change, which may significantly affect any evaluation of urban sustainability. Recently, the Institute of Ecology and Climate Change (INECC) of Mexico produced a dataset of 36 sustainability related variables for over 100 cities that has the objective of helping federal and state level governments defining sustainable urban strategies. Here we use multivariate statistical techniques to (1) decrease the dimensionality of the dataset and find indices that could be more useful to decision makers; (2) find commonalities among cities include in the dataset in order to help in designing urban strategies for cities with similar characteristics; (3) cities are ranked in terms of their sustainability and characteristics and; (4) the sustainability ranking is compared to estimates of how much the current climate in each of these cities is expected to change during this century, which would add further challenges to maintain or improve urban sustainability.

  12. d

    Data from: Colonial history impacts urban tree species distribution in a...

    • datadryad.org
    • data.niaid.nih.gov
    • +1more
    zip
    Updated May 7, 2019
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    Nadia Hunte; Anand R. Roopsind; Abdullah A. Ansari; T. Trevor Caughlin (2019). Colonial history impacts urban tree species distribution in a tropical city [Dataset]. http://doi.org/10.5061/dryad.ps7jt5b
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    zipAvailable download formats
    Dataset updated
    May 7, 2019
    Dataset provided by
    Dryad
    Authors
    Nadia Hunte; Anand R. Roopsind; Abdullah A. Ansari; T. Trevor Caughlin
    Time period covered
    2019
    Area covered
    Guyana, Georgetown, Guiana Shield, South America
    Description

    Tree species abundance in Georgetown GuyanaThese data represent the abundance of tree species in Georgetown Guyana. Individual trees with diameter at breast height (1.3 m) greater than 7 cm were counted in 45 transects with dimensions of 200 m in length and 60 m in width (30 m on each side). The Species column represents species identification, Abundance represents counts of each species wihtin each transect, Transect.No. represents a unique identifier for each transect, Transect.Type represents whether transects were commercial or residential, No.of.Buildings represents number of buildings within a transect, total.BA.m2 represents total basal area of all trees in a transect in square meters, total.crownArea.m2 represents the crown area of all tree species in a transect in square meters, Proportion.East.Indian represents proportion of residents of East Indian ancestry in neighborhoods containing transects, Origin.code represents the origin of tree species, Use.Acronym represents use of ...

  13. M

    Boise City Metro Area Population (1950-2025)

    • macrotrends.net
    csv
    Updated May 31, 2025
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    MACROTRENDS (2025). Boise City Metro Area Population (1950-2025) [Dataset]. https://www.macrotrends.net/global-metrics/cities/22938/boise-city/population
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    csvAvailable download formats
    Dataset updated
    May 31, 2025
    Dataset authored and provided by
    MACROTRENDS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 1950 - Jun 24, 2025
    Area covered
    Boise City, Boise, United States
    Description

    Chart and table of population level and growth rate for the Boise City metro area from 1950 to 2025.

  14. Smart Cities Market Demand, Size and Competitive Analysis | TechSci Research...

    • techsciresearch.com
    Updated Dec 15, 2022
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    TechSci Research (2022). Smart Cities Market Demand, Size and Competitive Analysis | TechSci Research [Dataset]. https://www.techsciresearch.com/report/smart-cities-market/14573.html
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    Dataset updated
    Dec 15, 2022
    Dataset authored and provided by
    TechSci Research
    Description

    Smart Cities Market By Size, Trends, Opportunity, Forecast 2028, By Smart Utilities, By Smart Governance, By Smart Transportation, By Smart Citizens Service, By Region, Competition Forecast and Opportunities

    Pages110
    Market Size
    Forecast Market Size
    CAGR
    Fastest Growing Segment
    Largest Market
    Key Players

  15. Smart City Citizen Engagement Platform Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Growth Market Reports (2025). Smart City Citizen Engagement Platform Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/smart-city-citizen-engagement-platform-market
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    pdf, csv, pptxAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Smart City Citizen Engagement Platform Market Outlook



    According to our latest research, the global Smart City Citizen Engagement Platform market size reached USD 4.36 billion in 2024, and is projected to grow at a robust CAGR of 13.2% from 2025 to 2033. By the end of 2033, the market is forecasted to reach USD 13.43 billion. This impressive growth is driven by rapid urbanization, increasing demand for digital civic engagement, and the proliferation of smart city initiatives worldwide. The market is witnessing a surge in adoption as cities and governments increasingly recognize the value of digital platforms in fostering transparent, responsive, and participatory governance.




    A key growth factor for the Smart City Citizen Engagement Platform market is the accelerating pace of urbanization, which is putting unprecedented pressure on urban infrastructures and public services. With more than half of the world’s population now residing in cities, municipal authorities are seeking innovative ways to manage resources, improve service delivery, and enhance the quality of urban life. Citizen engagement platforms have emerged as a critical solution, enabling two-way communication between city administrators and residents. These platforms allow for real-time feedback, reporting of civic issues, and participation in decision-making processes, thereby fostering a sense of community ownership and strengthening trust in public institutions. As cities strive to become more resilient and responsive, the integration of advanced technologies such as artificial intelligence, big data analytics, and IoT within these platforms is further enhancing their effectiveness and scalability.




    Another significant driver for the market is the growing emphasis on transparency and accountability in governance. In the wake of global movements demanding open government and citizen-centric policies, city administrations are investing in digital platforms that facilitate seamless interactions with citizens. These platforms not only streamline the management of public queries and grievances but also provide valuable data-driven insights for policy formulation and urban planning. The adoption of cloud-based citizen engagement solutions has further democratized access, enabling even smaller municipalities with limited IT infrastructure to leverage these technologies. Furthermore, the COVID-19 pandemic underscored the importance of digital engagement tools in maintaining continuity of public services and disseminating timely information, thereby accelerating digital transformation initiatives across the public sector.




    The proliferation of smart city projects, supported by substantial investments from both governments and private stakeholders, is another crucial factor fueling market growth. Governments across the globe are launching ambitious smart city programs aimed at improving sustainability, mobility, and public safety. As part of these initiatives, citizen engagement platforms are being deployed to facilitate participatory budgeting, crowdsource solutions to urban challenges, and promote civic innovation. The integration of these platforms with other smart city systems—such as transportation, utilities, and public safety networks—is creating a comprehensive digital ecosystem that enhances urban management and citizen satisfaction. The market is also benefiting from the rise of mobile-first engagement strategies, which leverage the widespread penetration of smartphones to reach diverse demographic groups and ensure inclusivity.




    Regionally, North America continues to dominate the Smart City Citizen Engagement Platform market, driven by early adoption of smart city technologies, robust digital infrastructure, and strong government support for citizen-centric initiatives. However, the Asia Pacific region is emerging as the fastest-growing market, supported by rapid urbanization, expanding middle-class populations, and large-scale government investments in smart city projects. Europe is also witnessing significant growth, particularly in countries with advanced e-governance frameworks and a strong focus on sustainability. Meanwhile, Latin America and the Middle East & Africa are gradually catching up, with several cities launching pilot projects and forming public-private partnerships to enhance urban governance and citizen engagement.



  16. n

    West Africa Coastal Vulnerability Mapping: Population Projections, 2030 and...

    • earthdata.nasa.gov
    • catalog.data.gov
    Updated Jun 17, 2025
    + more versions
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    ESDIS (2025). West Africa Coastal Vulnerability Mapping: Population Projections, 2030 and 2050 [Dataset]. http://doi.org/10.7927/H48K7719
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    Dataset updated
    Jun 17, 2025
    Dataset authored and provided by
    ESDIS
    Area covered
    West Africa, Africa
    Description

    The West Africa Coastal Vulnerability Mapping: Population Projections, 2030 and 2050 data set is based on an unreleased working version of the Gridded Population of the World (GPW), Version 4, year 2010 population count raster but at a coarser 5 arc-minute resolution. Bryan Jones of Baruch College produced country-level projections based on the Shared Socioeconomic Pathway 4 (SSP4). SSP4 reflects a divided world where cities that have relatively high standards of living, are attractive to internal and international migrants. In low income countries, rapidly growing rural populations live on shrinking areas of arable land due to both high population pressure and expansion of large-scale mechanized farming by international agricultural firms. This pressure induces large migration flow to the cities, contributing to fast urbanization, although urban areas do not provide many opportUnities for the poor and there is a massive expansion of slums and squatter settlements. This scenario may not be the most likely for the West Africa region, but it has internal coherence and is at least plausible.

  17. Sponge City Infrastructure Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Dataintelo (2025). Sponge City Infrastructure Market Research Report 2033 [Dataset]. https://dataintelo.com/report/sponge-city-infrastructure-market
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    pdf, csv, pptxAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Sponge City Infrastructure Market Outlook



    According to our latest research, the global Sponge City Infrastructure market size reached USD 18.4 billion in 2024, reflecting robust expansion driven by increasing urbanization and climate resilience initiatives. The market is projected to grow at a CAGR of 13.2% from 2025 to 2033, reaching a forecasted value of USD 53.7 billion by 2033. This strong growth trajectory is primarily fueled by escalating concerns over urban flooding, water scarcity, and the need for sustainable urban development solutions worldwide.




    The remarkable growth of the Sponge City Infrastructure market can be attributed to the rising frequency and intensity of urban flooding events, which have underscored the limitations of conventional drainage systems. Cities across the globe are increasingly investing in permeable pavements, green roofs, and rain gardens to manage stormwater effectively and enhance urban resilience. Governments and municipal authorities are prioritizing these sustainable infrastructure solutions as part of their climate adaptation strategies, further accelerating market expansion. The integration of advanced water harvesting systems and nature-based solutions has also gained traction, supporting both immediate flood mitigation and long-term water conservation goals.




    Another significant growth driver for the Sponge City Infrastructure market is the growing emphasis on sustainable urban planning and the circular water economy. Urban planners and policymakers are recognizing the value of decentralized water management systems that capture, store, and reuse rainwater. This not only alleviates pressure on municipal water supplies but also fosters urban biodiversity and improves the quality of life for city dwellers. The convergence of smart city initiatives and green infrastructure investments is catalyzing the adoption of sponge city concepts, particularly in rapidly urbanizing regions of Asia Pacific and Europe, where governments are implementing ambitious urban renewal and climate adaptation projects.




    Technological innovation and public-private partnerships are also playing a pivotal role in propelling the Sponge City Infrastructure market forward. The development of advanced materials for permeable pavements, IoT-enabled water management systems, and data-driven flood risk assessment tools is enhancing the efficiency and scalability of sponge city solutions. Moreover, increased funding from international development agencies and green bonds is enabling cities to undertake large-scale sponge city projects. These factors, combined with rising public awareness about the environmental and social benefits of green infrastructure, are expected to sustain double-digit market growth over the forecast period.




    Regionally, Asia Pacific remains the largest and fastest-growing market for Sponge City Infrastructure, accounting for more than 43% of global market share in 2024. China, in particular, has emerged as a global leader due to its national sponge city program, which has spurred significant investments in urban water management infrastructure. North America and Europe are also witnessing steady growth, driven by regulatory mandates and increasing adoption of low-impact development practices. Meanwhile, the Middle East & Africa and Latin America are gradually embracing sponge city principles, supported by international collaborations and pilot projects aimed at enhancing urban water resilience.



    Component Analysis



    The Component segment of the Sponge City Infrastructure market is characterized by a diverse array of technologies and solutions designed to enhance urban water management and resilience. Permeable pavements are among the most widely adopted components, offering significant benefits in stormwater infiltration and runoff reduction. These pavements are engineered to allow water to pass through their surface, thereby minimizing surface water accumulation and reducing the risk of urban flooding. The increasing use of permeable materials in sidewalks, parking lots, and roadways is a testament to their effectiveness in managing rainwater at the source. Governments and developers are increasingly specifying permeable pavements in new urban developments, which is bolstering their market share within the component segment.




    Green roofs have also gained sub

  18. Smart City Digital Twin Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Growth Market Reports (2025). Smart City Digital Twin Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/smart-city-digital-twin-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Smart City Digital Twin Market Outlook



    According to our latest research, the global Smart City Digital Twin market size reached USD 4.7 billion in 2024, reflecting robust adoption across urban development initiatives worldwide. The market is projected to grow at a CAGR of 32.5% from 2025 to 2033, reaching an estimated USD 54.6 billion by 2033. This remarkable growth is driven by the increasing need for real-time urban data, efficiency in resource management, and the integration of IoT and AI technologies into city infrastructure. As per our analysis, the surge in smart city investments and rapid urbanization are key contributors to this upward trajectory.




    One of the primary growth factors for the Smart City Digital Twin market is the escalating demand for real-time monitoring and predictive analytics in urban environments. Cities are under immense pressure to enhance operational efficiency, reduce costs, and optimize resource utilization. Digital twin technology enables urban planners and administrators to create virtual replicas of city infrastructure, allowing them to simulate, analyze, and optimize city operations before implementing changes in the physical world. This capability significantly reduces the risks associated with urban planning and infrastructure investments, making digital twins an indispensable tool for modern cities. The integration of AI, IoT, and big data analytics further amplifies the value proposition of digital twins, providing actionable insights for decision-makers and enabling proactive maintenance, energy optimization, and improved public safety.




    Another significant growth driver is the proliferation of smart infrastructure projects worldwide, fueled by government initiatives and public-private partnerships. Many national and municipal governments are actively investing in smart city frameworks to address challenges such as traffic congestion, pollution, and inefficient energy consumption. Digital twins play a pivotal role in these initiatives by providing a unified platform for data aggregation, visualization, and scenario planning. The ability to model entire city ecosystems, from transportation networks to energy grids, empowers stakeholders to make informed decisions that enhance sustainability and citizen well-being. Additionally, the cost savings and operational efficiencies realized through digital twin deployments are encouraging more cities to adopt this technology, further propelling market growth.




    The rapid advancement of enabling technologies, such as 5G connectivity, cloud computing, and edge analytics, is also catalyzing the expansion of the Smart City Digital Twin market. These technologies facilitate seamless data collection, processing, and sharing across diverse urban systems, making it easier to implement and scale digital twin solutions. The emergence of open data standards and interoperable platforms is fostering collaboration among technology vendors, city authorities, and service providers, accelerating innovation and reducing deployment barriers. As cities continue to digitize their infrastructure and services, the role of digital twins as a core component of urban digital transformation is becoming increasingly prominent.




    From a regional perspective, Asia Pacific is emerging as the fastest-growing market for Smart City Digital Twin solutions, driven by massive urbanization, government-led smart city programs, and significant investments in digital infrastructure. North America and Europe are also witnessing substantial adoption, supported by advanced technology ecosystems and a strong focus on sustainability. Meanwhile, the Middle East & Africa and Latin America are gradually catching up, leveraging digital twins to address unique urban challenges and improve the quality of urban life. The regional dynamics of the market highlight the global relevance and transformative potential of digital twin technology in shaping the cities of the future.





    Component Analysis



    The Smart City Digital Twin market is segmented by component in

  19. The global Shared Micromobility market size will be USD 2154.2 million in...

    • cognitivemarketresearch.com
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    Cognitive Market Research, The global Shared Micromobility market size will be USD 2154.2 million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/shared-micromobility-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global Shared Micromobility market size will be USD 2154.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 11.50% from 2024 to 2031.

    North America held the major market share for more than 40% of the global revenue with a market size of USD 861.68 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.7% from 2024 to 2031.
    Europe accounted for a market share of over 30% of the global revenue with a market size of USD 646.26 million.
    Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 495.47 million in 2024 and will grow at a compound annual growth rate (CAGR) of 13.5% from 2024 to 2031.
    Latin America had a market share of more than 5% of the global revenue with a market size of USD 107.71 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.9% from 2024 to 2031.
    Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 43.08 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.2% from 2024 to 2031.
    The ?2? category is the fastest growing segment of the Shared Micromobility industry
    

    Market Dynamics of Shared Micromobility Market

    Key Drivers for Shared Micromobility Market

    The demand for on-demand public transportation systems in smart cities is on the rise to Boost Market Growth
    

    The demand for on-demand public transportation is further exacerbated by the growing urban population and the development of smart cities. Regulations and a growing emphasis on smart city initiatives are also contributing to the implementation of micro-mobility. Additionally, the necessity for improved mobility services will be elevated by the growing urbanization. By investing in urban mobility solutions, cities will continue to undergo transformative changes that enhance the quality of life. This would lead to the continuous evolution of transportation policies, resulting in improved transportation systems. The demand for micro-mobility services is further bolstered by the increasing number of smart cities and government initiatives to establish essential cycle and e-kick scooter lanes. The municipalities are actively encouraging OEMs to participate in micro-mobility services and are establishing policies and objectives. For instance, the World Government Summit has reported that New York City has experienced unprecedented levels of cycling activity. New York's Citi Bike sharing system experienced a 67% increase in usage in May 2021, while cycling experienced a 50% increase over the same period last year, according to the city's Department of Transport.

    Advancements in telematics and connected technologies to Drive Market Growth
    

    Micro-mobility service providers encounter challenges pertaining to connectivity infrastructure, cloud-based platforms, advanced driver assistance systems (ADAS), bicycle theft and vandalism, and machine learning capabilities. Data monetization, artificial intelligence, and a connected ecosystem present opportunity for these providers. They seek connectivity solutions, international fleet management, vehicle tracking and tracing, telematics solutions, and rapid deployment infrastructure. Connected e-bikes are emerging in the market, equipped with a SIM module that facilitates data transmission to and from the cloud without the need for a smartphone. Notable features of connected e-bikes include automatic emergency calls, incorporated navigation, social media connectivity, an anti-theft system, and remote diagnostics.

    Restraint Factor for the Shared Micromobility Market

    Low internet penetration rates in remote or developing regions, will limit market growth
    

    Technological improvements and operational efficiency are essential for the effective operation of micro-mobility platforms. Robust telecommunications infrastructure is essential for activities like navigation, barcode scanning, payment services, and parking systems. Service providers would struggle to provide micro-mobility services without improved connection. Developing nations in Asia, Oceania, the Middle East, Africa, and Latin America lack fundamental technology, including telecommunications and networking infrastructure, hindering the implementation of smart projects owing to constrained budgets and low literacy levels.

    Impac...

  20. Degree of urbanization 2025, by continent

    • statista.com
    • ai-chatbox.pro
    Updated May 28, 2025
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    Statista (2025). Degree of urbanization 2025, by continent [Dataset]. https://www.statista.com/statistics/270860/urbanization-by-continent/
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    Dataset updated
    May 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    World
    Description

    In 2025, the degree of urbanization worldwide was at 58 percent. North America, Latin America, and the Caribbean were the regions with the highest level of urbanization, with over four-fifths of the population residing in urban areas. The degree of urbanization defines the share of the population living in areas defined as "cities". On the other hand, less than half of Africa's population lives in urban settlements. Globally, China accounts for over one-quarter of the built-up areas of more than 500,000 inhabitants. The definition of a city differs across various world regions - some countries count settlements with 100 houses or more as urban, while others only include the capital of a country or provincial capitals in their count. Largest agglomerations worldwideThough North America is the most urbanized continent, no U.S. city was among the top ten urban agglomerations worldwide in 2023. Tokyo-Yokohama in Japan was the largest urban area in the world that year, with 37.7 million inhabitants. New York ranked 13th, with 21.4 million inhabitants. Eight of the 10 most populous cities are located in Asia. ConnectivityIt may be hard to imagine how the reality will look in 2050, with 70 percent of the global population living in cities, but some statistics illustrate the ways urban living differs from suburban and rural living. American urbanites may lead more “connected” (i.e., internet-connected) lives than their rural and/or suburban counterparts. As of 2021, around 89 percent of people living in urban areas owned a smartphone. Internet usage was also higher in cities than in rural areas. On the other hand, rural areas always have, and always will, attract those who want to escape the rush of the city.

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Statista (2024). Growth rate of African cities 2020-2035 [Dataset]. https://www.statista.com/statistics/1234653/africa-s-fastest-growing-cities/
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Growth rate of African cities 2020-2035

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2 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Jan 31, 2024
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
Africa
Description

The fastest growing city in Africa is Bujumbura, in Burundi. In 2020, this city had an estimated population of about one million. By 2035, the population of Bujumbura could increase by 123 percent and reach roughly 2.3 million people. Zinder, in Niger, had about half million inhabitants in 2020 and, with a growth rate of 118 percent, is Africa's second fastest growing city. In 2035, Zinder could have over one million residents.

As of 2021, the largest city in whole Africa is Lagos, in Nigeria. Other highly populated cities in Africa are Kinshasa, in Congo, Cairo, and Alexandria, both located in Egypt.

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