This service offers Esri's Retail MarketPlace database for the United States which measures retail market supply and demand. The data is modeled from the Census of Retail Trade by the US Census Bureau, Infogroup business data, and statistics from the US Bureau of Labor Statistics.

All attributes are available at all geography levels: country, state, county, tract, block group, ZIP code, place, county subdivision, congressional district, core-based statistical area (CBSA), and designated market area (DMA).

Over 2,300 attributes measuring likely demand for a wide variety of products and services in retail categories including food and drink, automotive, electronics, appliances, health, and personal care. The database provides a direct comparison between retail sales and consumer spending by industry and measures the gap between supply and demand.

To view ArcGIS Online items using this service, including the terms of use, visit http://goto.arcgisonline.com/demographics9/USA_Retail_Marketplace_2019.

Markets are operated by a variety of organizations. The markets are an opportunity for local farmers to sell their products. Some of the markets are also contain crafts, antiques, and food vendors.Displays data from CARTO.FARMERSMARKET. Labels are based on the attribute NAME. Updated as needed, last update April 2024.

The T-100 Domestic Market and Segment Data dataset was downloaded on April 08, 2025 from the Bureau of Transportation Statistics (BTS) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The database includes data obtained from a 100 percent census of BTS Form 41 schedule submissions by large certificated air carriers. It shows 2024 statistics for all domestic airports operated by US carriers, and all information are totals for the year. This dataset is a combination of both T-100 Market and T-100 Segments datasets. The T-100 Market includes enplanement data, and T-100 Segment data includes arrivals, departures, freight, and mail. Data is by origin airport. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/1529081

This layer shows the Market Town boundary for Rural Representative Election of Cheung Chau Rural Committee. It is a subset of the data made available by the Home Affairs Department under the Government of Hong Kong Special Administrative Region (the “Government”) at https://DATA.GOV.HK/ (“DATA.GOV.HK”). The source data is in JSON format and has been processed and converted into Esri File Geodatabase format and then uploaded to Esri’s ArcGIS Online platform for sharing and reference purpose. The objectives are to facilitate our Hong Kong ArcGIS Online users to use the data in a spatial ready format and save their data conversion effort.For details about the data, source format and terms of conditions of usage, please refer to the website of DATA.GOV.HK at https://data.gov.hk.

This layer shows the boundaries of existing village or market town for Rural Representative Election from 2019 to 2022 in Hong Kong. It is a set of the data made available by the Home Affairs Department under the Government of Hong Kong Special Administrative Region (the "Government") at https://portal.csdi.gov.hk ("CSDI Portal"). The source data has been processed and converted into Esri File Geodatabase format and then uploaded to Esri’s ArcGIS Online platform for sharing and reference purpose. The objectives are to facilitate our Hong Kong ArcGIS Online users to use the data in a spatial ready format and save their data conversion effort.For details about the data, source format and terms of conditions of usage, please refer to the website of Hong Kong CSDI Portal at https://portal.csdi.gov.hk.

This web map shows the Existing Village/ Market Town Boundaries for Rural Representative Election in 2023 to 2026. It is a set of the data made available by the Home Affair Department under the Government of Hong Kong Special Administrative Region (the “Government”) at https://portal.csdi.gov.hk ("CSDI Portal"). The source data has been processed and converted into Esri File Geodatabase format and then uploaded to Esri’s ArcGIS Online platform for sharing and reference purpose. The objectives are to facilitate our Hong Kong ArcGIS Online users to use the data in a spatial ready format and save their data conversion effort.For details about the data, source format and terms of conditions of usage, please refer to the website of Hong Kong CSDI Portal at https://portal.csdi.gov.hk.

Displacement risk indicator classifying census tracts according to apartment rent prices in census tracts. We classify apartment rent along two dimensions:The median rents within the census tract for the specified year, balancing between nominal rental price and rental price per square foot.The change in median rent price (again balanced between nominal rent price and price per square foot) from the previous year.Note: Median rent calculations include market-rate and mixed-income multifamily apartment properties with 5 or more rental units in Seattle, excluding special types like student, senior, corporate or military housing.Source: Data from CoStar Group, www.costar.com, prepared by City of Seattle, Office of Planning and Community Development

The global digital indoor map market is experiencing robust growth, driven by the increasing adoption of indoor navigation systems in various sectors. The market size is projected to reach $XXX million by 2033, expanding at a CAGR of XX% over the forecast period of 2025-2033. Key drivers include the rising demand for indoor mapping solutions in public sector agencies and retail establishments, the integration of advanced technologies such as augmented reality and artificial intelligence, and the growing emphasis on indoor safety and security measures. Segmentation of the digital indoor map market reveals distinct application areas including automotive navigation, mobile and the internet, public sector agencies and enterprises, and others. Types of digital indoor maps available in the market include retail indoor maps, airport indoor maps, and others. Geographic regions considered in the analysis include North America, South America, Europe, Middle East & Africa, and Asia Pacific. Leading companies operating in the digital indoor map market include WoNoBo, Bing Maps, GeoMapserver, MapQuest, ArcGIS Online, and Yahoo! Maps, among others.

NAIP image service provided through ArcGIS Online by Esri.

The global Geographic Information System (GIS) mapping tools market is experiencing robust growth, driven by increasing demand across diverse sectors. The market, currently valued at approximately $15 billion (a reasonable estimation based on typical market sizes for similar software sectors), is projected to maintain a Compound Annual Growth Rate (CAGR) of around 8% from 2025 to 2033, reaching an estimated market size of approximately $25 billion by 2033. This expansion is fueled by several key factors. The rising adoption of cloud-based GIS solutions enhances accessibility and scalability for businesses of all sizes. Furthermore, the integration of GIS technology with other advanced technologies like AI and machine learning is creating sophisticated applications with increased analytical capabilities across various domains, including urban planning, environmental monitoring, and precision agriculture. Government initiatives promoting digital transformation and smart city projects significantly contribute to market growth, particularly in developing economies. The diverse application segments, including geological exploration, water conservancy projects, and urban planning, further drive market expansion. However, the market also faces certain challenges. High initial investment costs associated with implementing and maintaining GIS software can be a barrier to entry for smaller organizations. The complexity of GIS software and the need for skilled professionals to operate and interpret the data can also limit wider adoption. Competition amongst established players and emerging technology providers continues to intensify, influencing pricing and product innovation. Nevertheless, the long-term outlook for the GIS mapping tools market remains positive, driven by the increasing recognition of its value across various industries and the continuous advancement of GIS technology. The continued development and integration of more user-friendly interfaces and broader data accessibility will unlock further growth opportunities.

This layer shows the Hong Kong Market Town boundary for Rural Representative Election of Ta Kwu Ling Rural Committee. It is a subset of the data made available by the Home Affairs Department under the Government of Hong Kong Special Administrative Region (the “Government”) at https://DATA.GOV.HK/ (“DATA.GOV.HK”). The source data is in JSON format and has been processed and converted into Esri File Geodatabase format and then uploaded to Esri’s ArcGIS Online platform for sharing and reference purpose. The objectives are to facilitate our Hong Kong ArcGIS Online users to use the data in a spatial ready format and save their data conversion effort.For details about the data, source format and terms of conditions of usage, please refer to the website of DATA.GOV.HK at https://data.gov.hk.

This layer shows Resource Mobilization in Corporate Bond Market (2011-22).Data Source: https://www.indiabudget.gov.in/economicsurvey/doc/stat/tab39.pdfNote:Till November 30This web layer is offered by Esri India, for ArcGIS Online subscribers. If you have any questions or comments, please let us know via content@esri.in.

The global GIS mapping tools market is experiencing robust growth, driven by increasing demand across diverse sectors. The market, estimated at $15 billion in 2025, is projected to witness a Compound Annual Growth Rate (CAGR) of 10% from 2025 to 2033, reaching approximately $39 billion by 2033. This expansion is fueled by several key factors. Firstly, the rising adoption of cloud-based GIS solutions offers enhanced accessibility, scalability, and cost-effectiveness, particularly appealing to smaller organizations. Secondly, the burgeoning need for precise spatial data analysis in various applications, including urban planning, geological exploration, and water resource management, significantly contributes to market growth. Thirdly, advancements in technologies such as AI and machine learning are integrating into GIS tools, leading to more sophisticated analytical capabilities and improved decision-making. Finally, the increasing availability of high-resolution satellite imagery and other geospatial data further fuels market expansion. However, market growth is not without challenges. High initial investment costs associated with implementing and maintaining sophisticated GIS systems can pose a barrier to entry for smaller businesses. Furthermore, the complexity of GIS software and the need for specialized skills to operate and interpret data effectively can limit widespread adoption. Despite these restraints, the market’s overall trajectory remains positive, with the cloud-based segment projected to maintain a dominant market share due to its inherent advantages. Growth will be geographically diverse, with North America and Europe continuing to be significant markets, while Asia-Pacific is expected to experience the fastest growth due to rapid urbanization and infrastructure development. The continued development of user-friendly interfaces and increased integration with other business intelligence tools will further accelerate market expansion in the coming years.

The global digital indoor map market is estimated to be valued at USD XXX million in 2023 and is projected to grow at a CAGR of XX% from 2023 to 2033, reaching USD XXX million by 2033. The growth of the digital indoor map market is driven by the increasing adoption of smartphones and tablets, the growing demand for location-based services, and the rising use of indoor navigation apps. The major players in the digital indoor map market include WoNoBo, Bing Maps, GeoMapserver, MapQuest, and ArcGIS Online. These companies offer a variety of digital indoor map solutions, including retail indoor maps, airport indoor maps, and mobile indoor navigation apps. The market also includes a number of regional players, such as Mapion, MappyMapSherpa, and NearMap.

This layer was deprecated on 12/31The layer will still be publicly available, but no longer update. Information and links on how to access the new updated feature service in ArcGIS Marketplace will be posted here soonSafeGraph is just a data company. That's all we do.Social Distancing MetricsDue to the COVID-19 pandemic, people are currently engaging in social distancing. In order to understand what is actually occurring at a census block group level, SafeGraph is offering a temporary Social Distancing Metrics product. This product is delivered daily (3 days delayed from actual).The data was generated using a panel of GPS pings from anonymous mobile devices. We determine the common nighttime location of each mobile device over a 6 week period to a Geohash-7 granularity (~153m x ~153m). For ease of reference, we call this common nighttime location, the device's "home". We then aggregate the devices by home census block group and provide the metrics set out below for each census block group.To preserve privacy, we apply differential privacy to all of the device count metrics other than the device_count.SchemaColumn NameDescriptionTypeExampleorigin_census_block_groupThe unique 12-digit FIPS code for the Census Block Group. Please note that some CBGs have leading zeros.String131000000000date_range_startStart time for measurement period in ISO 8601 format of YYYY-MM-DDTHH:mm:SS±hh:mm (local time with offset from GMT). The start time will be 12 a.m. of any day.String2020-03-01T00:00:00-06:00date_range_endEnd time for measurement period in ISO 8601 format of YYYY-MM-DDTHH:mm:SS±hh:mm (local time with offset from GMT). The end time will be the following 12 a.m.String2020-03-02T00:00:00-06:00device_countNumber of devices seen in our panel during the date range whose home is in this census_block_group. Home is defined as the common nighttime location for the device over a 6 week period where nighttime is 6 pm - 7 am. Note that we do not include any census_block_groups where the count <5.Integer100distance_traveled_from_homeMedian distance traveled from the geohash-7 of the home by the devices included in the device_count during the time period (excluding any distances of 0). We first find the median for each device and then find the median for all of the devices.Integer200completely_home_device_countOut of the device_count, the number of devices which did not leave the geohash-7 in which their home is located during the time period.Integer40median_home_dwell_timeMedian dwell time at home geohash-7 ("home") in minutes for all devices in the device_count during the time period. For each device, we summed the observed minutes at home across the day (whether or not these were contiguous) to get the total minutes for each device. Then we calculate the median of all these devices.Integer1200part_time_work_behavior_devicesOut of the device_count, the number of devices that spent one period of between 3 and 6 hours at one location other than their geohash-7 home during the period of 8 am - 6 pm in local time. This does not include any device that spent 6 or more hours at a location other than home.Integer10full_time_work_behavior_devicesOut of the device_count, the number of devices that spent greater than 6 hours at a location other than their home geohash-7 during the period of 8 am - 6 pm in local time.Integer0For data definitions and complete documentation visit SafeGraph Developer and Data Scientist Docs.For statistics on the dataset, see SafeGraph Summary Statistics.Data is available as a hosted Feature Service to easily integrate with all ESRI products in the ArcGIS ecosystem.Want More? Want this POI data for use outside of ArcGIS Online? Want POI data for Canada? Want POI building footprints (Geometry)?Want more detailed category information (Core Places)?Want phone numbers or operating hours (Core Places)?Want POI visitor insights & foot-traffic data (Places Patterns)?To see more, preview & download all SafeGraph Places, Patterns, & Geometry data from SafeGraph’s Data Bar.Or drop us a line! Your data needs are our data delights. Contact: support-esri@safegraph.comView Terms of Use

The global GIS mapping tools market is experiencing robust growth, driven by increasing demand across diverse sectors. The market, estimated at $15 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 12% from 2025 to 2033, reaching an estimated market value of approximately $45 billion by 2033. Key drivers include the rising adoption of cloud-based GIS solutions, enhanced data analytics capabilities, the proliferation of location-based services, and the growing need for precise spatial data analysis in various industries like urban planning, geological exploration, and water resource management. The market is segmented by application (Geological Exploration, Water Conservancy Projects, Urban Planning, Others) and type (Cloud-based, Web-based). Cloud-based solutions are gaining significant traction due to their scalability, accessibility, and cost-effectiveness. The increasing availability of high-resolution satellite imagery and advancements in artificial intelligence (AI) and machine learning (ML) are further fueling market expansion. While data security concerns and the high initial investment costs for some advanced solutions present restraints, the overall market outlook remains positive, with significant opportunities for both established players and emerging technology providers. Geographical expansion is another key aspect of market growth. North America and Europe currently hold a significant market share, owing to established GIS infrastructure and early adoption of advanced technologies. However, the Asia-Pacific region is expected to witness rapid growth in the coming years, driven by rising government investments in infrastructure development and increasing urbanization in countries like China and India. Competitive dynamics are shaping the market, with major players like Esri, Autodesk, Hexagon, and Mapbox competing on the basis of software features, data integration capabilities, and customer support. The emergence of open-source GIS solutions like QGIS and GRASS GIS is also challenging the dominance of proprietary software, offering cost-effective alternatives for various applications. The continued development and integration of advanced technologies like 3D mapping, real-time data visualization, and location intelligence will further enhance the capabilities of GIS mapping tools, driving market expansion and innovation across various sectors.

The interactive map creation tools market is experiencing robust growth, driven by increasing demand for visually engaging data representation across diverse sectors. The market's value is estimated at $2 billion in 2025, exhibiting a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is fueled by several factors, including the rising adoption of location-based services, the proliferation of readily available geographic data, and the growing need for effective data visualization in business intelligence and marketing. The individual user segment currently holds a significant share, but corporate adoption is rapidly expanding, propelled by the need for sophisticated map-based analytics and internal communication. Furthermore, the paid use segment is anticipated to grow more quickly than the free use segment, reflecting the willingness of businesses and organizations to invest in advanced features and functionalities. This trend is further amplified by the increasing integration of interactive maps into various platforms, such as business intelligence dashboards and website content. Geographic expansion is also a significant growth driver. North America and Europe currently dominate the market, but the Asia-Pacific region is showing significant promise due to rapid technological advancements and increasing internet penetration. Competitive pressures remain high, with established players such as Google, Mapbox, and ArcGIS StoryMaps vying for market share alongside innovative startups offering specialized solutions. The market's restraints are primarily focused on the complexities of data integration and the technical expertise required for effective map creation. However, ongoing developments in user-friendly interfaces and readily available data integration tools are mitigating these challenges. The future of the interactive map creation tools market promises even greater innovation, fueled by developments in augmented reality (AR), virtual reality (VR), and 3D visualization technologies. We expect to see the emergence of more sophisticated tools catering to niche requirements, further driving market segmentation and specialization. Continued investment in research and development will also play a crucial role in pushing the boundaries of what's possible with interactive map creation. The market presents opportunities for companies to develop tools which combine data analytics and interactive map design.

Displacement risk indicator classifying community reporting areas according to apartment vacancy rates. Vacancy rates are calculated at the Community Reporting Area level, which are a combination of one or more census tracts. We visualize them as census tracts here, but columns should not be summed to make a total. We include both vacancy rates and change in year over year vacancy rates.Note: Vacancy rate calculations include market-rate and mixed-income multifamily apartment properties with 5 or more rental units in Seattle, excluding special types like student, senior, corporate or military housing.Source: Data from CoStar Group, www.costar.com, prepared by City of Seattle, Office of Planning and Community Development

This web map shows the location of public markets in Hong Kong. It is a set of the data made available by the Food and Environment Hygiene Department under the Government of Hong Kong Special Administrative Region (the "Government") at https://portal.csdi.gov.hk ("CSDI Portal"). The source data has been processed and converted into Esri File Geodatabase format and then uploaded to Esri’s ArcGIS Online platform for sharing and reference purpose. The objectives are to facilitate our Hong Kong ArcGIS Online users to use the data in a spatial ready format and save their data conversion effort.For details about the data, source format and terms of conditions of usage, please refer to the website of Hong Kong CSDI Portal at https://portal.csdi.gov.hk.

The Canada Geospatial Analytics market is experiencing robust growth, projected to reach $1.68 billion in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 7.94% from 2025 to 2033. This expansion is fueled by increasing government investments in infrastructure development and digital transformation initiatives, alongside the rising adoption of geospatial technologies across diverse sectors. Key drivers include the need for precise location-based insights for improved decision-making in agriculture (precision farming), utility management (optimizing network infrastructure), and defense & intelligence (surveillance and security). The market's segmentation highlights the significant contributions of various end-user verticals, with agriculture, utilities, and defense sectors currently leading the demand. Growth in the adoption of advanced analytical techniques like network analysis and geovisualization are further accelerating market expansion. While data privacy concerns and the initial investment costs associated with implementing geospatial analytics solutions could act as potential restraints, the overall market outlook remains positive due to the increasing availability of high-resolution data and the development of user-friendly software platforms. The competitive landscape is dynamic, with established players like ESRI, Trimble, and Bentley Systems alongside emerging technology companies vying for market share, fostering innovation and driving further market growth. The significant expansion of the Canadian geospatial analytics market is underpinned by its strategic importance across various sectors. The integration of geospatial data with advanced analytics enables more efficient resource management, better infrastructure planning, and improved operational decision-making. The ongoing development of 5G networks and the proliferation of IoT devices will generate even larger volumes of location-based data, further fueling demand for advanced analytics capabilities. This continued growth will likely attract further investment in the Canadian geospatial technology sector, leading to an expansion of services and solutions available. The government's focus on sustainable development and smart city initiatives will also significantly contribute to the increasing adoption of geospatial analytics across various public and private sector organizations. The integration of Artificial Intelligence (AI) and Machine Learning (ML) techniques within geospatial analytics promises even more sophisticated applications in the future, shaping the landscape of this rapidly evolving market. Recent developments include: Febrauray 2023 : Together with its partner Esri Canada, the City of Guelph was chosen as the Canadian city to lead the creation of a new emergency services geographic information system (GIS) database. As Canada implements a modernized Next Generation 9-1-1 (NG9-1-1) emergency response system, this innovative partnership, which received USD 1.017 million in federal grant funding, will support crucial enhancements in public safety in Guelph and throughout the country., June 2022 : Industries require X and Y coordinates for place names in order to locate, map, and evaluate various other forms of valuable geospatial data. Users in a variety of industries want to transform incomplete addresses or place names into intelligence that can be used in real-world situations. Esri, the global leader in location intelligence, has teamed up with real estate data analytics provider LightBox to provide advanced geocoding solutions in Canada to meet this demand. Both ArcGIS Online and ArcGIS Platform users can use the service. The LightBox enhancement will enable more precise geocoding of addresses, subaddresses, and locations with multiple units for rooftop locations.. Key drivers for this market are: Increasing in Demand for Location Intelligence, Advancements of Big Data Analytics. Potential restraints include: Increasing in Demand for Location Intelligence, Advancements of Big Data Analytics. Notable trends are: Network Analysis is Expected to Hold Significant Share of the Market.