[
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Vividin",
        "Type_of_organization": "For-profit",
        "Organization_description": "Vividin's mission is to make information more accessible, understandable and valuable.",
        "Sector": "IT and geospatial",
        "URL": "http://vividin.fi/index.html",
        "City": "Helsinki",
        "State_County": "Uusimaa",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Makes customized statistics and data visualizations using open government data.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Solipaste",
        "Type_of_organization": "For-profit",
        "Organization_description": "Solipaste focuses on app and game development, with a particular focus on flight simulation platforms 3D modelling.",
        "Sector": "IT and geospatial",
        "URL": "http://www.solipaste.com/",
        "City": "Tampere",
        "State_County": "Pirkanmaa",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses open data, from weather forecast data to 3D city models and from ground elevation models to predict country-wide snow cover projections for game design, simulation scenery design, and mobile applications development.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Intrinsic",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intrinsic is a software company that aims to increase customers\u00b4 productivity through customized information systems, needs-based solution consulting, and project services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.intrinsic.fi/",
        "City": "Tampere",
        "State_County": "Pirkanmaa",
        "Founding_year": "1984",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Intrinsic is a road weather visualization and decision support application for road maintenance professionals as well as for traffic centers and research units, that combines open data on weather and road traffic.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Gispo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gispo encourages its customers to take advantage of the FOSS4G (Free and Open Source Software for Geospatial) and Open Data, offering services that include consultation, training, system integration, support and hosted software and data services (SAAS, DAAS).",
        "Sector": "IT and geospatial",
        "URL": "http://www.gispo.fi/",
        "City": "Helsinki",
        "State_County": "Uusimaa",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Provide consultation and training, as well as other data services, for opening and using GIS data.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Eficode",
        "Type_of_organization": "For-profit",
        "Organization_description": "Eficode is a software development company.",
        "Sector": "IT and geospatial",
        "URL": "http://www.eficode.fi",
        "City": "Helsinki",
        "State_County": "Uusimaa",
        "Founding_year": "2005",
        "Size": "201 to 1000",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data in different projects, such as in the collaboration with Maanmittauslaitos (National Land Survey of Finland), and in project Asiakastieto kiinteist\u00c3\u00b6tietopalvelu, which provides access to real estate data in a single source.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Dimenteq",
        "Type_of_organization": "For-profit",
        "Organization_description": "Dimenteq Oy is an information technology service company that understands geographic information solutions (GIS), information system deliveries and the related consulting.",
        "Sector": "IT and geospatial",
        "URL": "http://www.dimenteq.fi",
        "City": "Helsinki",
        "State_County": "Uusimaa",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open geospatial data in various tailor-made GIS solutions, such as Harava (https://www.eharava.fi), and Pihatie (http://portal.pihatie.fi).",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Conifer Productions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Conifer Productions is a software development company.",
        "Sector": "IT and geospatial",
        "URL": "http://www.coniferproductions.com",
        "City": "Tampere",
        "State_County": "Pirkanmaa",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Developers of BusMonTRE app, which uses open data to provide users with useful information regarding Tampere public transport.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Spain",
        "Country_income_level": "High income",
        "Organization_name": "AVUXI",
        "Type_of_organization": "For-profit",
        "Organization_description": "AVUXI analyzes geo-tagged big data from multiple sources to help uncover the social highlights of entire cities and neighbourhoods, instantly visualizing what city areas are popular for what, whom and when. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.avuxi.com/",
        "City": "Barcelona",
        "State_County": "Catalonia",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses demographic open data to uncover the socio-economical structure of cities, making instantly visible the actual profiles of different areas within a city.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "China",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Datatang",
        "Type_of_organization": "For-profit",
        "Organization_description": "The core capability of Datatang is to provide customized data service \u00e2\u20ac\u201c to tailor data based on client\u00e2\u20ac\u2122s specific demand.",
        "Sector": "IT and geospatial",
        "URL": "http://www.datatang.com/",
        "City": "Beijing",
        "State_County": "Beijing",
        "Founding_year": "2011",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Integrates open goverrnment datasets with other data to make 45,000+ sets of data available in Datamall, a data exchange market.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Middle East & North Africa",
        "Country": "United Arab Emirates",
        "Country_income_level": "High income",
        "Organization_name": "GeoPostcodes",
        "Type_of_organization": "For-profit",
        "Organization_description": "GeoPostcodes offers comprehensive databases of localities and zip codes for numerous countries. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.geopostcodes.com/",
        "City": "Dubai",
        "State_County": "Dubai",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Splunk",
        "Type_of_organization": "For-profit",
        "Organization_description": "Splunk indexes and makes searchable data from any app, server or network device in real time including logs, configuration files, messages, alerts, scripts and metrics.",
        "Sector": "IT and geospatial",
        "URL": "http://www.splunk.com/",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2003",
        "Size": "1000+",
        "Type_of_data_used": "Other, Public safety, Public safety, Public safety, Public safety, Housing, Housing, Housing, Housing, Geospatial, Geospatial, Geospatial, Geospatial, Environment, Environment, Environment, Economic, Economic, Economic, Economic, Demographic and social, Demographic and social, Demographic and social, Weather, Weather, Weather, Weather, Weather, Transportation, Transportation, Transportation, Transportation, Health, Health, Health, Health, Government operations, Government operations, Government operations, Government operations, Energy, Energy, Energy, Energy, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "To enhance transparency and create access to meaningful new open data information sources.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Partnerships with select universities to provide software and support to researchers leveraging big data to inform their research efforts.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Uruguay",
        "Country_income_level": "High income",
        "Organization_name": "RampitaUY",
        "Type_of_organization": "Developer group",
        "Organization_description": "RampitaUy is a smartphone application that maps nationally useful information for different types of disabilities.",
        "Sector": "IT and geospatial",
        "URL": "http://www.rampita.com.uy/",
        "City": "Montevideo",
        "State_County": "Montevideo Department",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses geospatial open data to map location, such as restaurants, venues, parking, streets, according to their readiness for disabled users.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "data2insight",
        "Type_of_organization": "For-profit",
        "Organization_description": "Data2insight is a data science firm that guides organizations in the wise use of data and measurement of education, social, health, and environmental impacts.",
        "Sector": "IT and geospatial",
        "URL": "http://data2insight.com/",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Business, Environment, Finance, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses various open datasets from domains such as education, demographics, and business, to evaluate and measure the performance of various programs (e.g. Science, Technology, Engineering, Arts and Math education, K-12 Education, Youth development)",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CodeSmart",
        "Type_of_organization": "For-profit",
        "Organization_description": "CodeSmart provides custom IT solutions.",
        "Sector": "IT and geospatial",
        "URL": "http://codesmartinc.com",
        "City": "Lacey",
        "State_County": "Washington",
        "Founding_year": "2002",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Economic, Public safety, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Consulting services use public sources to validate data, and its timeliness and accuracy.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Korea, Rep.",
        "Country_income_level": "High income",
        "Organization_name": "Aram-in",
        "Type_of_organization": "For-profit",
        "Organization_description": "Aram-in is a mobile services and software development company.",
        "Sector": "IT and geospatial",
        "URL": "http://www.aram-in.com",
        "City": "Seoul",
        "State_County": "",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "&quot;Smart Butterfly&quot;, a mass traffic navigation, uses open traffic data to offer suggested routes. ",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Korea, Rep.",
        "Country_income_level": "High income",
        "Organization_name": "Wisenut",
        "Type_of_organization": "For-profit",
        "Organization_description": "Wisenut offers search technology based on big data that solidifies domestic markets and expands global markets. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.wisenut.com/",
        "City": "Seoul",
        "State_County": "",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Collects and integrates national statistics open data in its solutions for extraction and analysis of Big Data sets.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Korea, Rep.",
        "Country_income_level": "High income",
        "Organization_name": "Spacosa",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spacosa's mission is to help connect people and help them keep track of the things that are important. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.spacosa.com",
        "City": "Seoul",
        "State_County": "",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "&quot;Famy&quot; app relies on GPS data to show real-time locations and set up auto-alerts based on location and proximity.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Korea, Rep.",
        "Country_income_level": "High income",
        "Organization_name": "Locnall",
        "Type_of_organization": "For-profit",
        "Organization_description": "Locnall is a smart phone navigation system owned by Kakao Corporation.",
        "Sector": "IT and geospatial",
        "URL": "www.kakaocorp.com",
        "City": "Seoul",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Service relies on GPS data as well as other road-related information to provide real-time navigation.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Korea, Rep.",
        "Country_income_level": "High income",
        "Organization_name": "Jungdo UIT",
        "Type_of_organization": "For-profit",
        "Organization_description": "Jungdo UIT is a spatial information service provider that runs knowledge-based projects of next-generation spatial information technology, system integration (SI) and city planning engineering.",
        "Sector": "IT and geospatial",
        "URL": "http://www.uitgis.com/",
        "City": "Seoul",
        "State_County": "",
        "Founding_year": "2002",
        "Size": "",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses transport and road open data to develop projects related to urban planning and smart cities.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": null,
        "Country": null,
        "Country_income_level": null,
        "Organization_name": "CKPush",
        "Type_of_organization": "For-profit",
        "Organization_description": "CKPush is a software company that aims to provide a way to reduce the effort and development time for service development. ",
        "Sector": "IT and geospatial",
        "URL": "http://ckstack.com",
        "City": null,
        "State_County": null,
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Arts and culture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "&quot;Our Festivals&quot; app uses sightseeing/festival information to inform users of events and their location.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Korea, Rep.",
        "Country_income_level": "High income",
        "Organization_name": "Theimc",
        "Type_of_organization": "For-profit",
        "Organization_description": "Theimc is a big data consultancy company.",
        "Sector": "IT and geospatial",
        "URL": "http://www.theimc.co.kr",
        "City": "Daegu",
        "State_County": "",
        "Founding_year": "2003",
        "Size": "",
        "Type_of_data_used": "Agriculture, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses various open data sets to conduct big data analysis and consultancy.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Korea, Rep.",
        "Country_income_level": "High income",
        "Organization_name": "SNBSOFT",
        "Type_of_organization": "For-profit",
        "Organization_description": "Snbsoft is an internet map service provider.",
        "Sector": "IT and geospatial",
        "URL": "http://www.talkyple.com/",
        "City": "Seoul",
        "State_County": "",
        "Founding_year": "2012",
        "Size": "",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "talkyple app uses geospatial open data on maps, public transportation, and others, to display in map.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Ian Davies Consulting",
        "Type_of_organization": "For-profit",
        "Organization_description": "IDC is an Independent Consultancy specialising in the use of Geographic Information and Remotely Sensed data including LiDAR, Aerial and Satellite Imagery, and Digital Mapping.",
        "Sector": "IT and geospatial",
        "URL": "http://www.idconsulting.co.uk/",
        "City": "Leicester",
        "State_County": "England",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "IDC Consulting uses ordnance survey data to identify optimal locations and terrain for renewable energy sites such as wind and solar farms.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Geovation",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geovation is a digital innovation hub in London.",
        "Sector": "IT and geospatial",
        "URL": "https://geovation.uk",
        "City": "London",
        "State_County": "England",
        "Founding_year": "2002",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Geovation hosts programmes, such as the GeoVation Housing Challenge, which support the use of ordnance survey open data by developers, innovators or entrepreneurs with a keen interest in spatial data or technology and looking to break into the market for the first time.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Open Geospatial Consortium (OGC)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The OGC is an international industry consortium of 480 companies, government agencies and universities that serve as a global forum for the collaboration of developers and users of spatial data products and services, and to advance the development of international standards for geospatial interoperability.",
        "Sector": "IT and geospatial",
        "URL": "http://www.opengeospatial.org",
        "City": "Wayland",
        "State_County": "Massachusetts",
        "Founding_year": "1994",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "OGC runs and promotes the GeoVation program, which uses open GIS data to address specific problems within communities.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Singapore",
        "Country_income_level": "High income",
        "Organization_name": "buUuk",
        "Type_of_organization": "For-profit",
        "Organization_description": "buUuk is a mobility solutions provider that provides dedicated services and quality solutions, ranging from consultancy, design, to infrastructure and mobile application development.",
        "Sector": "IT and geospatial",
        "URL": "http://www.buuuk.com",
        "City": "Singapore",
        "State_County": "",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Buuuk created DengueLah, a mobile app that tells the user where dengue active clusters are and, using location awareness, alerts the user if he or she approaches within a 2km radius of a known dengue cluster.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Metasoft Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "Metasoft provides products and services to the non-profit and IT sectors.",
        "Sector": "IT and geospatial",
        "URL": "http://www.foundationsearch.com",
        "City": "Vancouver",
        "State_County": "British Columbia",
        "Founding_year": "1988",
        "Size": "51 to 200",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Metasoft uses T3010 data (information on charities) to provide fundraising intelligence to the nonprofit market.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Brazil",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Sao Paulo Perl Mongers",
        "Type_of_organization": "Developer group",
        "Organization_description": "Sao Paulo Perl Mongers is a group of professionals in the support and promotion of Perl language and its projects.",
        "Sector": "IT and geospatial",
        "URL": "http://sao-paulo.pm.org",
        "City": "S\u00e3o Paulo",
        "State_County": null,
        "Founding_year": "2015",
        "Size": "51 to 200",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Created \u00e2\u20ac\u0153Where did my money go?\u00e2\u20ac\u009d \u00e2\u20ac\u201c a website that presents the portal\u00e2\u20ac\u2122s data on government spending in a simplified, heavily visual format.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": null,
        "Country": null,
        "Country_income_level": null,
        "Organization_name": "NE Data",
        "Type_of_organization": "Developer group",
        "Organization_description": "A community-run touch point for open data activities across the region, NE Data brings community-relevant information together with monthly meetups, data releases and special events. Covering: Darlington, Durham, Gateshead, Hartlepool, Middlesbrough, Newcastle, North Tyneside, Northumberland, Redcar and Cleveland, South Tyneside, Stockton on Tees, and Sunderland.",
        "Sector": "IT and geospatial",
        "URL": "https://www.nedata.uk/",
        "City": null,
        "State_County": null,
        "Founding_year": "2016",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Health, Business, Environment, Geospatial, Housing, Transportation, Weather, Science and research, Consumer, Tourism, Arts and culture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Promoting regional open data adoption and best practice.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "NetworkedPlanet",
        "Type_of_organization": "For-profit",
        "Organization_description": "Linked &amp; Open Data experts providing training and technology to help organisations unlock the power of their data.",
        "Sector": "IT and geospatial",
        "URL": "http://networkedplanet.com",
        "City": "Oxford",
        "State_County": "",
        "Founding_year": "2004",
        "Size": "1 to 10",
        "Type_of_data_used": "Other, Science and research, Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Germany",
        "Country_income_level": "High income",
        "Organization_name": "OSMBuildings",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "OSM Buildings is a JavaScript library for visualizing OpenStreetMap building geometry on 2D and 3D maps.",
        "Sector": "IT and geospatial",
        "URL": "http://www.osmbuildings.org",
        "City": "Berlin",
        "State_County": "Berlin",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Germany",
        "Country_income_level": "High income",
        "Organization_name": "virtualcitySYSTEMS",
        "Type_of_organization": "For-profit",
        "Organization_description": "virtualcitySYSTEMS supports clients according to their needs with products and customized system solutions for the creation, management, and publication of virtual city models. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.virtualcitysystems.de",
        "City": "Berlin",
        "State_County": "Berlin",
        "Founding_year": "2005",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Germany",
        "Country_income_level": "High income",
        "Organization_name": "Motion Intelligence",
        "Type_of_organization": "For-profit",
        "Organization_description": "Motion Intelligence's Togomo helps business and public organizations harvest the power of advanced spatial analysis.",
        "Sector": "IT and geospatial",
        "URL": "http://www.route360.net",
        "City": "Berlin",
        "State_County": "Berlin",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial, Transportation, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "apps such as naturtrip.org",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Germany",
        "Country_income_level": "High income",
        "Organization_name": "mapegy",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mapegy (from: mapping data for your strategy) helps high-tech companies make more informed decisions with technology insights from global science, patents, press, web and social media. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.mapegy.com",
        "City": "Berlin",
        "State_County": "Berlin",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "Figure.NZ",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The first organisation globally to designate _everyone_ as a user of data, and to build the systems, technology, relationships, business model and products that deliver to that standard.",
        "Sector": "IT and geospatial",
        "URL": "http://figure.nz",
        "City": "Auckland",
        "State_County": "",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Demographic and social, Demographic and social, Economic, Economic, Economic, Economic, Environment, Environment, Environment, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Figure.NZ sources data from other organizations, including corporations, public repositories, government departments and academics.\u00c2\u00a0It then makes the data available in a series of standardised forms, both human and machine-readable, with rich metadata about the sources, licensing and datatypes.\u00c2\u00a0A chart designer is available to make visualizations from this data.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "Mogeo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mogeo is a small Christchurch app development company that specialises in developing innovative mobile technology for local and central government clients. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.mogeo.co.nz/",
        "City": "Christchurch",
        "State_County": "Canterbury",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "MapZen",
        "Type_of_organization": "Developer group",
        "Organization_description": "Mapzen is an open source mapping lab building and supporting open data and software to promote a healthy mapping ecosystem. ",
        "Sector": "IT and geospatial",
        "URL": "https://mapzen.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data as part of its advocacy for open technologies (for example Transitland service aggregating transit networks data). ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Powerlytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Powerlytics market intelligence platform provides the most comprehensive, accurate and granular consumer and business financial data available. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.powerlytics.com",
        "City": "Philadelphia",
        "State_County": "Pennsylvania",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Business, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Datakind",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "DataKind leads a community of passionate data scientists, visionary partners, and mission-driven organizations with the talent, commitment and energy to use data science in the service of humanity.",
        "Sector": "IT and geospatial",
        "URL": "http://www.datakind.org/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various ways and in various projects (e.g. DataKind Labs, Data Corps, etc.) ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Periscopic",
        "Type_of_organization": "For-profit",
        "Organization_description": "Periscopic is a socially conscious information visualization firm that specializes in using technology to help companies and organizations facilitate information transparency and public awareness. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.periscopic.com/",
        "City": "Portland",
        "State_County": "Oregon",
        "Founding_year": "2004",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to create conscious visualizations: from endangered species, to politics, to social justice,",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "MuSigma",
        "Type_of_organization": "For-profit",
        "Organization_description": "MuSigma is a leading provider of Big Data and analytics solutions for Fortune 500 organizations, helping them institutionalize data-driven decision making.",
        "Sector": "IT and geospatial",
        "URL": "http://www.mu-sigma.com/",
        "City": "Northbrook",
        "State_County": "Illinois",
        "Founding_year": "2004",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Sweden",
        "Country_income_level": "High income",
        "Organization_name": "Meta Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "MetaSolutions is a company based in Sweden dedicated to innovative solutions for advanced information management with a focus on modern Web architecture and Linked Data.",
        "Sector": "IT and geospatial",
        "URL": "https://entryscape.com/en/",
        "City": "Stockholm",
        "State_County": "Stockholm County",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Netherlands",
        "Country_income_level": "High income",
        "Organization_name": "Tygron",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Tygron Engine is a 3D urban planning tool with which stakeholders can experiment, plan and negotiate better solutions for city designs and development projects, streamlining the planning process, reducing litigation and sharply increasing the return on investment for urban projects. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.tygron.com/",
        "City": "The Hague",
        "State_County": "South Holland",
        "Founding_year": "2005",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "ERPNext",
        "Type_of_organization": "For-profit",
        "Organization_description": "ERPNext is a web based, open source application that helps small and medium sized businesses manage their accounting, inventory, sales, purchases, manufacturing, projects, customer support and websites. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.erpnext.com/",
        "City": "Mumbai",
        "State_County": "Maharashtra",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "TekMindz",
        "Type_of_organization": "For-profit",
        "Organization_description": "Tekmindz is an IT consulting and technology service that enables business enterprises and governments to effectively serve their customers and citizens.",
        "Sector": "IT and geospatial",
        "URL": "http://www.tekmindz.com/",
        "City": "Noida",
        "State_County": "Uttar Pradesh",
        "Founding_year": "2007",
        "Size": "201 to 1000",
        "Type_of_data_used": "Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Rainbow - Greeno Tech Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Greeno is an IT solution provider specializing in Infor Products, Mobility Solutions and Web Products.",
        "Sector": "IT and geospatial",
        "URL": "http://www.greeno.in",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "IntraSpatial Softech",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intraspatial Softech provides Geographic Information systems and related services like data conversion, golf course mapping, parcel tax mapping, raster to vector conversion activities, and photogrammetry services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.intraspatial.com/",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "1995",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "Europe & Central Asia",
        "Country": "France",
        "Country_income_level": "High income",
        "Organization_name": "OpenDataSoft",
        "Type_of_organization": "For-profit",
        "Organization_description": "OpenDataSoft powers Open Data portals and Smart City Data Hubs across the world.",
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        "URL": "https://www.opendatasoft.com/",
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        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Education, Education, Education, Health, Health, Agriculture, Agriculture, Business, Business, Business, Economic, Economic, Economic, Environment, Environment, Environment, Geospatial, Geospatial, Geospatial, Energy, Energy, Public safety, Public safety, Public safety, Housing, Housing, Transportation, Transportation, Transportation, Weather, Weather, Tourism, Tourism, Arts and culture, Arts and culture",
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        "Research_Description": "",
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        "Country_income_level": "High income",
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        "URL": "http://global.mapit.mysociety.org/",
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        "Type_of_data_used": "Geospatial",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
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        "Region": "Europe & Central Asia",
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        "Country_income_level": "High income",
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        "Country_income_level": "High income",
        "Organization_name": "Geomatic",
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        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
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        "Product_Service_Description": "Provide access to open data in Tajikistan on one platform",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Type_of_data_used": null,
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Education, Education, Business, Business, Business, International development, International development, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "We compare the relationship between education and business in Asia and Western countries",
        "Application_Other": "FALSE",
        "Other_Description": ""
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        "Sector": "IT and geospatial",
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        "State_County": "California",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Size": "201 to 1000",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Type_of_data_used": "Health, Energy, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "State_County": "California",
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        "Type_of_data_used": "Geospatial, Weather",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "URL": "http://www.tableausoftware.com/",
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        "Size": "1000+",
        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Size": "11 to 50",
        "Type_of_data_used": "Other, Geospatial",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Type_of_organization": "For-profit",
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        "State_County": "Florida",
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        "Type_of_data_used": "Demographic and social",
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        "Advocacy_description": "",
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        "Organization_description": "Smartronix is an information technology and engineering solutions provider with core offerings focused around NetOps, Cyber Security, Cloud Computing, Enterprise Software and Health IT.",
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        "State_County": "Maryland",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "State_County": "Illinois",
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        "Type_of_data_used": "Geospatial, Weather",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Advocacy_description": "",
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        "Region": "South Asia",
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        "Type_of_organization": "For-profit",
        "Organization_description": "PriceWeave, run by Dataweave, is an eCommerce Price Intelligence product that lets eCommerce portals monitor price changes to products across the web. ",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
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        "Country_income_level": "High income",
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        "State_County": "Massachusetts",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "TowerData",
        "Type_of_organization": "For-profit",
        "Organization_description": "Rapleaf makes it easy for marketers to access the data they need to personalize content for their customers, fueling marketing automation tools.",
        "Sector": "IT and geospatial",
        "URL": "http://intelligence.towerdata.com/",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Microsoft Windows Azure Marketplace",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Windows Azure Marketplace is an online market for buying and selling finished Software as premium datasets.",
        "Sector": "IT and geospatial",
        "URL": "https://azuremarketplace.microsoft.com/en-us",
        "City": "Redmond",
        "State_County": "Washington",
        "Founding_year": "2010",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Scale Unlimited",
        "Type_of_organization": "For-profit",
        "Organization_description": "Scale Unlimited provides consulting and training services for big data analytics, search, and web mining.",
        "Sector": "IT and geospatial",
        "URL": "http://www.scaleunlimited.com/",
        "City": "Nevada City",
        "State_County": "California",
        "Founding_year": "2006",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Merrill Corp. ",
        "Type_of_organization": "For-profit",
        "Organization_description": "Merrill DataSite provides a secure virtual workspace service that optimizes collaboration and information management across enterprises.",
        "Sector": "IT and geospatial",
        "URL": "http://www.merrillcorp.com",
        "City": "Saint Paul",
        "State_County": "Minnesota",
        "Founding_year": "1968",
        "Size": "1000+",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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    {
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        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "MarkLogic",
        "Type_of_organization": "For-profit",
        "Organization_description": "MarkLogic is a database for unstructured information, a platform for Big Data applications designed to drive revenue, streamline operations, and manage risk.",
        "Sector": "IT and geospatial",
        "URL": "http://www.marklogic.com",
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        "State_County": "California",
        "Founding_year": "2001",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Maponics specializes in location-based data and information for businesses, including School, Neighborhood, Subdivision, Shopping, College Campus, City, ZIP Code, and Carrier Route Boundaries.",
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        "URL": "http://www.maponics.com/",
        "City": "Hartford",
        "State_County": "Vermont",
        "Founding_year": "2001",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Liquid Robotics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Liquid Robotics provides data services with Wave Glider, a marine robot that helps address climate change, national security, and offshore energy and resource management.",
        "Sector": "IT and geospatial",
        "URL": "http://liquidr.com",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Environment, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Kubra",
        "Type_of_organization": "For-profit",
        "Organization_description": "Kubra develops software products and offers professional services for the utility industry.",
        "Sector": "IT and geospatial",
        "URL": "https://kubra.com//",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2004",
        "Size": "201 to 1000",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Knoema is a knowledge platform used to connect data with analytical and presentation tools.",
        "Sector": "IT and geospatial",
        "URL": "http://knoema.com/",
        "City": "McLean",
        "State_County": "Virginia",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to establish a database for providing initial data statistics, data visualizaton, as well as project sharing online, Excel and Powerpoint.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Intermap Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intermap provides on-demand geospatial solutions and is focused on improving the way people, businesses, and governments use location-based information.",
        "Sector": "IT and geospatial",
        "URL": "www.intermap.com",
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        "State_County": "Colorado",
        "Founding_year": "1996",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Computing (Informatica)",
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        "Organization_description": "Computing (Informatica) provides data integration software and services that help organizations to access, integrate, and trust all their information assets.",
        "Sector": "IT and geospatial",
        "URL": "http://www.informatica.com",
        "City": "Redwood City",
        "State_County": "California",
        "Founding_year": "1993",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Google Public Data Explorer",
        "Type_of_organization": "For-profit",
        "Organization_description": "Google Labs' Public Data Explorer makes large datasets easy to explore and visualize.",
        "Sector": "IT and geospatial",
        "URL": "https://www.google.com/intl/en/about/",
        "City": "Mountain View",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "GeoLytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "GeoLytics provides demographic data, census demographics, market research data, and geocoding for social researchers and business marketing.",
        "Sector": "IT and geospatial",
        "URL": "http://www.geolytics.com",
        "City": "Branchburg",
        "State_County": "New Jersey",
        "Founding_year": "1996",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "collect open demographic data to provide research and business products in different categories: Estimates/Projections, Normalized Data, Business Packages, Custom Reports, etc.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Equilar is an independent provider of high-quality executive data, tools, and analysis.",
        "Sector": "IT and geospatial",
        "URL": "http://www.equilar.com/",
        "City": "Redwood City",
        "State_County": "California",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Epsilon",
        "Type_of_organization": "For-profit",
        "Organization_description": "Epsilon works with marketers, and creates connections between brands and costumers, by utilizing customer intelligence solutions that integrate data, creativity and robust technologies.",
        "Sector": "IT and geospatial",
        "URL": "http://www.epsilon.com",
        "City": "Plano",
        "State_County": "Texas",
        "Founding_year": "1969",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "EMC",
        "Type_of_organization": "For-profit",
        "Organization_description": "EMC provides technologies and tools to help businesses design infrastructures to store and protect information in service of it becoming accessible and actionable.",
        "Sector": "IT and geospatial",
        "URL": "http://www.emc.com/",
        "City": "Hopkinton",
        "State_County": "Massachusetts",
        "Founding_year": "1979",
        "Size": "1000+",
        "Type_of_data_used": "Education, Environment, Public safety, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Stillwater Supercomputing",
        "Type_of_organization": "For-profit",
        "Organization_description": "Stillwater is providing better, faster, and cheaper methods to transform raw data into operational benefit, through characterization, prediction, and optimization.",
        "Sector": "IT and geospatial",
        "URL": "http://www.stillwater-sc.com/",
        "City": "El Dorado Hills",
        "State_County": "California",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Health, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "EarthObserver App",
        "Type_of_organization": "For-profit",
        "Organization_description": "EarthObserver is a mobile application that allows users to explore earth and environmental science topics as they virtually travel and explore.",
        "Sector": "IT and geospatial",
        "URL": "http://www.earth-observer.org/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "offers open data application for learning about terrestrial landscapes, oceans and seas, frozen ice caps, atmosphere and clouds, human impacts, and many other earth and environmental science topics ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Descartes Datamyne",
        "Type_of_organization": "For-profit",
        "Organization_description": "Datamyne provides global import/export data to help take business across borders.",
        "Sector": "IT and geospatial",
        "URL": "http://www.datamyne.com",
        "City": "Miami",
        "State_County": "Florida",
        "Founding_year": "1992",
        "Size": "51 to 200",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Connotate",
        "Type_of_organization": "For-profit",
        "Organization_description": "Connotate provides Web data extraction and monitoring to help businesses make smarter decisions, reduce costs and grow revenue.",
        "Sector": "IT and geospatial",
        "URL": "http://www.connotate.com",
        "City": "New Brunswick",
        "State_County": "New Jersey",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Computer Packages Inc",
        "Type_of_organization": "For-profit",
        "Organization_description": "Computer Packages Inc. provides intellectual property management systems and patent annuity payment services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.computerpackages.com/",
        "City": "Rockville",
        "State_County": "Maryland",
        "Founding_year": "1968",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "provides electronic delivery of electronic patent office data to you.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Cloudmade",
        "Type_of_organization": "For-profit",
        "Organization_description": "CloudMade's platform makes geospatial data from hundreds of different sources accessible for different devices and automotive manufacturers, developers and enterprises.",
        "Sector": "IT and geospatial",
        "URL": "http://cloudmade.com",
        "City": "London",
        "State_County": "England",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ClearStory Data",
        "Type_of_organization": "For-profit",
        "Organization_description": "ClearStory Data makes it easy for business users to find, combine and interactively explore data across first-party and third-party sources.",
        "Sector": "IT and geospatial",
        "URL": "www.clearstorydata.com",
        "City": "Palo Alto",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Civis Analytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Civis Analytics helps companies, non-profits, and campaigns leverage their data to develop smarter strategy, make better decisions, and build stronger, data-driven organizations.",
        "Sector": "IT and geospatial",
        "URL": "http://civisanalytics.com/",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2013",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Caspio",
        "Type_of_organization": "For-profit",
        "Organization_description": "Caspio offers a cloud-based platform that allows users to create forms, publish databases or create business web applications fast and without programming.",
        "Sector": "IT and geospatial",
        "URL": "http://www.caspio.com/",
        "City": "Santa Clara",
        "State_County": "California",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Ayasdi",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ayasdi is an enterprise software platform that changes the way the organizations discover, extract and operationalize insights from complex data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.ayasdi.com/",
        "City": "Menlo Park",
        "State_County": "California",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "URL": "http://www.altova.com",
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        "State_County": "Massachusetts",
        "Founding_year": "1992",
        "Size": "51 to 200",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Region": "North America",
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        "Country_income_level": "High income",
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        "Sector": "IT and geospatial",
        "URL": "http://www.adobe.com/solutions/government.html",
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        "Size": "1000+",
        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Organization_description": "YourMapper provides curated civic open geodata for applications on demand.",
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        "State_County": "Kentucky",
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        "Size": "1 to 10",
        "Type_of_data_used": "Education, Health, Agriculture, Environment, Geospatial, Public safety, Transportation, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
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        "Region": "Europe & Central Asia",
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        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Geospatial",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Product_Service_Description": "uses open data to build up a FLIS search tool- search individual or multiple NSNs, NIINs, FSC codes, supplier CAGE codes, keywords and more.",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Product_Service_Description": "has an open source business intelligence option for users who want to use open information systems for the companies ",
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        "Organizational_Optimization_Description": "",
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        "Advocacy_description": "",
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        "Type_of_data_used": "Health",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "State_County": "Virginia",
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        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Organization_description": "Bing is a Microsoft decision (search) engine that attempts to understand the context behind the search, which Microsoft claims gives users better results.",
        "Sector": "IT and geospatial",
        "URL": "http://www.bing.com",
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        "Founding_year": "2009",
        "Size": "1000+",
        "Type_of_data_used": "Health",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
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        "Size": "1 to 10",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide governments and sectors that utilize open data with services include Analytics-as-a-Service, Data Publishing, and Data Services.",
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        "Organizational_Optimization_Description": "",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Mom Maps helps find kid friendly locations with an extensive, searchable list of parks, playgrounds, restaurants, museums and indoor play areas.",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Organization_description": "Navico is the world\u00e2\u20ac\u2122s largest marine electronics company, and is the parent company to leading marine electronics brands Lowrance, Simrad and B&amp;G.",
        "Sector": "IT and geospatial",
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        "State_County": "New Hampshire",
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        "Type_of_data_used": "Environment, Geospatial, Weather",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Founding_year": "1996",
        "Size": "11 to 50",
        "Type_of_data_used": "Energy",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "State_County": "Connecticut",
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        "Type_of_data_used": "Demographic and social, Economic",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Advocacy_description": "",
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        "State_County": "California",
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        "Type_of_data_used": "Economic, Environment",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Type_of_data_used": "Health, Economic, Legal",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Region": "North America",
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        "Country_income_level": "High income",
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        "State_County": "Massachusetts",
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        "Type_of_data_used": null,
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
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        "Country": "United States",
        "Country_income_level": "High income",
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        "State_County": "Pennsylvania",
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        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cubic",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cubic's businesses are primarily engaged in the design, development, manufacturing, integration, and sustainability of high technology systems, products, and services for government and commercial customers. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.cubic.com/",
        "City": "San Diego",
        "State_County": "California",
        "Founding_year": "1951",
        "Size": "1000+",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Boundless",
        "Type_of_organization": "For-profit",
        "Organization_description": "Boundless supports customers with a variety of solutions including commercial open source maintenance, spatial IT infrastructure, and data management and analysis tools.",
        "Sector": "IT and geospatial",
        "URL": "http://boundlessgeo.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2013",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Apextech",
        "Type_of_organization": "For-profit",
        "Organization_description": "Apextech LLC, a commercial and government consulting firm, offers clients and partners innovative solutions to heighten business performance.",
        "Sector": "IT and geospatial",
        "URL": "http://apextechllc.com/",
        "City": "Arlington",
        "State_County": "Virginia",
        "Founding_year": "2003",
        "Size": "51 to 200",
        "Type_of_data_used": "International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Analytica",
        "Type_of_organization": "For-profit",
        "Organization_description": "Analytica assists public sector organizations to identify, leverage, analyze and manage information.",
        "Sector": "IT and geospatial",
        "URL": "http://www.analytica.net/",
        "City": "Washington",
        "State_County": "District of Columbia",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "5P Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "5P Solutions are artisans of mobile platforms.",
        "Sector": "IT and geospatial",
        "URL": "http://www.5psolutions.com/",
        "City": "Fairfax",
        "State_County": "Virginia",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provide services such as software development and consulting in the area of Enterprise Content Management using products like EMC Documentum and Alfresco.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Think Computer Corporation",
        "Type_of_organization": "For-profit",
        "Organization_description": "Think Computer Corporation creates web-based software with the aim of making business more efficient, effective, and secure.",
        "Sector": "IT and geospatial",
        "URL": "http://thinkcomputer.com",
        "City": "Mountain View",
        "State_County": "California",
        "Founding_year": "1998",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Planet OS",
        "Type_of_organization": "For-profit",
        "Organization_description": "Planet OS aims to create easy search and discovery resources for public ocean data.",
        "Sector": "IT and geospatial",
        "URL": "https://planetos.com/",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Environment, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CrowdANALYTIX",
        "Type_of_organization": "For-profit",
        "Organization_description": "CrowdANALYTIX is an on-demand, crowd-sourced service providing data science expertise to analytics managers and their teams in enterprises and professional services firms. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.crowdanalytix.com/",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Energy, Legal, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "an opensource of data repository to design accurate algorithms for clients",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Code-N",
        "Type_of_organization": "For-profit",
        "Organization_description": "Code-N is a cloud computing company that leverages concept-based technology to deliver software solutions to the BioPharma industry.",
        "Sector": "IT and geospatial",
        "URL": "http://www.code-n.com/",
        "City": "Menlo Park",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "France",
        "Country_income_level": "High income",
        "Organization_name": "CityScan",
        "Type_of_organization": "For-profit",
        "Organization_description": "CityScan provides cities and utilities a solution to manage their assets, ensure compliance with local ordinances, improve safety, and increase overall efficiency using mobile 3D-scanning.",
        "Sector": "IT and geospatial",
        "URL": "https://www.cityscan.fr/accueil",
        "City": "Nice",
        "State_County": null,
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Hungary",
        "Country_income_level": "High income",
        "Organization_name": "Mapsolutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Creator of otthonterkep.hu , a map-based database of real estate for sale/to rent.",
        "Sector": "IT and geospatial",
        "URL": "http://otthonterkep.hu",
        "City": "Budapest",
        "State_County": "Budapest",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Map of real estate for sale/to let to help better understand the areas certain buildings/plots are located (otthonterkep.hu)",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Spain",
        "Country_income_level": "High income",
        "Organization_name": "Informa D&B S.A.",
        "Type_of_organization": "For-profit",
        "Organization_description": "Informa specialises in providing commercial, financial and marketing information about businesses and entrepreneurs. \r\n",
        "Sector": "IT and geospatial",
        "URL": "http://www.informa.es",
        "City": "Madrid",
        "State_County": "Comunidad de Madrid",
        "Founding_year": "1992",
        "Size": "201 to 1000",
        "Type_of_data_used": "Business, Legal, Legal, Legal, Finance, Finance, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "3 Round Stones Inc",
        "Type_of_organization": "For-profit",
        "Organization_description": "3 Round Stones' Open Source platform is used by the Fortune 2000 and US Government Agencies to collect, publish and reuse data, both public and proprietary.",
        "Sector": "IT and geospatial",
        "URL": "http://www.3RoundStones.com",
        "City": "Arlington",
        "State_County": "Virginia",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Health, Business, Environment, Geospatial, Energy, Weather, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides a Linked Data platform called Callimachus Enterprise, to reduce data silos and make information available for new insights",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Spain",
        "Country_income_level": "High income",
        "Organization_name": "CityBikes",
        "Type_of_organization": "Developer group",
        "Organization_description": "CityBikes is an open data provider focusing on bike share programs.",
        "Sector": "IT and geospatial",
        "URL": "http://citybik.es",
        "City": "Barcelona",
        "State_County": "Catalonia",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Encourages city councils to open their bike sharing information.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "GeoHealth US Corp",
        "Type_of_organization": "For-profit",
        "Organization_description": "GeoHealth.us is advancing livability, workability and sustainability of U.S. cities, states and tribes by collecting and aligning hyperlocal data on air quality and chemical exposures.",
        "Sector": "IT and geospatial",
        "URL": "http://GeoHealth.us",
        "City": "Arlington",
        "State_County": "Virginia",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Health, Environment, Environment, Geospatial, Geospatial, Geospatial, Energy, Energy, Weather, Weather, Science and research, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "StreamLink Software",
        "Type_of_organization": "For-profit",
        "Organization_description": "StreamLink Software is a privately held software as a service (SaaS) company that develops web-based grant and board management software products for nonprofit and public sector organizations.",
        "Sector": "IT and geospatial",
        "URL": "http://www.streamlinksoftware.com",
        "City": "Cleveland",
        "State_County": "Ohio",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Quorum",
        "Type_of_organization": "For-profit",
        "Organization_description": "Quorum is an online legislative strategy platform that provides legislative professionals in Washington and all 50 states access to a comprehensive database of legislative information, with quantitative insights and modern project management tools making it easier to track legislation, build support, and take action.",
        "Sector": "IT and geospatial",
        "URL": "https://www.quorum.us/",
        "City": "Washington",
        "State_County": "District of Columbia",
        "Founding_year": "2014",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Quorum provides legislative data - demographic data - and quantitative analytics for all 50 state legislatures.",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Quorum uses open data in order to automate many of the tasks that legislative professionals had traditionally done by hand. Our Bill Text Comparison feature automatically highlights additions - deletions - and modifications between bills - and the Spreadsheet feature allows users to create auto-populating legislative spreadsheets with legislative and demographic statistics side by side.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Belgium",
        "Country_income_level": "High income",
        "Organization_name": "We Open Data",
        "Type_of_organization": "For-profit",
        "Organization_description": " We Open Data enables Open Data uptake by helping public government opening up data and supporting private companies in integrating it with their current databases.",
        "Sector": "IT and geospatial",
        "URL": "http://weopendata.com/",
        "City": "Ghent",
        "State_County": "Flanders",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Environment, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Graphiq",
        "Type_of_organization": "For-profit",
        "Organization_description": "Graphiq is a data aggregation and visualization company focused on turning complicated data into contextually-rich data visualizations and knowledge products. The company offers several solutions for improving audience engagement with embeddable, interactive visualizations and in-depth vertical search engines across 20 major topics.",
        "Sector": "IT and geospatial",
        "URL": "http://www.graphiq.com",
        "City": "Santa Barbara",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Education, Agriculture, Business, Economic, Environment, Geospatial, Geospatial, Energy, Legal, Public safety, Public safety, Housing, Housing, Transportation, Transportation, Weather, Finance, Science and research, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Morlan",
        "Type_of_organization": "For-profit",
        "Organization_description": "Morlan is a company dedicated to data analysis, in which science and math are mixed with dynamic and friendly presentations.",
        "Sector": "IT and geospatial",
        "URL": "http://www.morlan.mx/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Education, Economic, Geospatial, International development, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open datas to do big data analysis, which aims to share reasonable, visuable and scientific information and analitical results for the society.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Surrealist Party (Partido Surrealista)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Surrealist Party (Partido Surrealista) makes systems that simplify processes by building management systems, online video streaming, online shops, portals, specialized hardware and everything else that we need to meet the needs of our customers.",
        "Sector": "IT and geospatial",
        "URL": "http://surrealista.mx/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Environment, Geospatial, Legal, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Prosoftware Innovation Network (Prosoftware Red de Innovacion)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Prosoftware Innovation Network (Prosoftware Red de Innovacion) is the first network of innovation in information technology, through the efforts of public and private sector. ",
        "Sector": "IT and geospatial",
        "URL": "www.prosoftware.mx",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2005",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Education, Business, Economic, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open datas to generate strategic solutions for technology and innovation industries through customized programs.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Icalia Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Icalia Labs guide their clients through an agile process, staying ahead of their competition and leveraging opportunities with digital products.",
        "Sector": "IT and geospatial",
        "URL": "http://icalialabs.com/",
        "City": "Austin",
        "State_County": "Texas",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Business, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data for product development of consumer software products.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Here",
        "Type_of_organization": "For-profit",
        "Organization_description": "HERE provides navigation, mapping and location experiences, building high-definition (HD) maps and combining them with cloud technology to help you and your business navigate a complex world with personalised solutions.",
        "Sector": "IT and geospatial",
        "URL": "https://company.here.com/here/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2001",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Incorporates geosptial open data in mapping technologyservices.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Smartplace",
        "Type_of_organization": "For-profit",
        "Organization_description": "Smartplace develops tailored apps from scratch.",
        "Sector": "IT and geospatial",
        "URL": "http://www.smartplace.mx",
        "City": "Zapopan",
        "State_County": null,
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Geospatial, Weather, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to create applications on mobile devices to provide various information including GPS, social networks, web services, payments.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Zapopan Lab",
        "Type_of_organization": "Developer group",
        "Organization_description": "Zapopan Lab promotes open innovation for citizens in the municipality of Zapopan through enterprise and approaches of science and technology.",
        "Sector": "IT and geospatial",
        "URL": "http://datamx.io/organization/zapopan-lab",
        "City": "Zapopan",
        "State_County": null,
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Business, Economic, Geospatial, Public safety, Transportation, Finance, Consumer, Arts and culture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "an aggregation of all open data resources in Mexico to promote open data usage",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Argentina",
        "Country_income_level": "High income",
        "Organization_name": "Roads of the Villa (Caminos de la Villa)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Roads of the Villa allows individuals to both map out and put in requests for information on public works in the villages of Buenos Aires. Users can submit information about problems in their neighborhood with things like water, gas, streetlights etc. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.caminosdelavilla.org/",
        "City": "Buenos Aires",
        "State_County": "Autonomous City of Buenos Aires",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Geospatial, Finance",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Encourages citizens at requesting open data about contracted work in the public spaces.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "France",
        "Country_income_level": "High income",
        "Organization_name": "Open Data Services",
        "Type_of_organization": "For-profit",
        "Organization_description": "Open Data Services helps companies use open data to build new products and services. It provides services around searching data, storage, data mining and data\u00c2\u00a0visualization.",
        "Sector": "IT and geospatial",
        "URL": "http://opendataservices.fr/data-plus/notre-offre/diagramme-de-l-offre",
        "City": "Lyon",
        "State_County": "Rhone-Alpes",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide e-commerce service to create SMART DATA IMPACT. Also, it optimizes the function of SEO search engine, offers SEM service for clients to do marketing online, as well as the SMO service to strengthen the connections on social platforms.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Axesat Mexico",
        "Type_of_organization": "For-profit",
        "Organization_description": "Axesat is a Latin American satellite solutions provider.",
        "Sector": "IT and geospatial",
        "URL": "www.axesat.mx",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "1998",
        "Size": "51 to 200",
        "Type_of_data_used": "Agriculture, Business, Economic, Economic, Geospatial, Geospatial, Energy, Public safety, Finance, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses geospatial data to develop satellite solutions.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Mexican Internet Association (Asociaci\u00f3n Mexicana de Internet)",
        "Type_of_organization": "Other",
        "Organization_description": "The goal of Mexican Internet Association is to accelerate the development and competitiveness of Mexico via the Internet.",
        "Sector": "IT and geospatial",
        "URL": "https://www.asociaciondeinternet.mx/es/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Business, Economic, Geospatial, Legal, International development, Finance, Science and research, Consumer",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocactes for issues related to transparency and access to public information.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "South Africa",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Open Data Durban",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Open Data Durban is a newly established organisation promoting and implementing open data, open society and civic technology in and for the city of Durban, South Africa. It aims to build powerful and insightful tools to understand the city and bring about change.",
        "Sector": "IT and geospatial",
        "URL": "https://opendata.durban/",
        "City": "Durban",
        "State_County": "KwaZulu-Natal",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Business, Economic, Economic, Environment, Geospatial, Energy, Housing, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "We seek to improve sub-metro data and introduce data science and evidence based planning approaches to organisations operating in the city",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to advocate open government and civic activities. The civic technology lab organizes monthly events such as Hackthon4Water for the public, as well as provides a blogging platform to share open data affairs and knowledge.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "January Advisors",
        "Type_of_organization": "For-profit",
        "Organization_description": "January Advisors provides solutions for the public sector using policy analysis strategy, modern technology and data analysis.",
        "Sector": "IT and geospatial",
        "URL": "http://www.januaryadvisors.com",
        "City": "Houston",
        "State_County": "Texas",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Education, Business, Economic, Environment, Environment, Arts and culture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "January Advisors helped draft the first City of Houston open data policy in 2014. Since then - a tremendous about of headway has been made on developing a more efficient planning and procurement process in the City.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "Geographx",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geographx is a map design studio with clients covering a range of industries and economic sectors.",
        "Sector": "IT and geospatial",
        "URL": "http://geographx.co.nz/",
        "City": "Wellington",
        "State_County": "Wellington",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "Coffey Geotechnics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Coffey Geotechnics provides geotechnical consultancy throughout the asset lifecycle in the transport and property infrastructure, and energy and resources sectors.",
        "Sector": "IT and geospatial",
        "URL": "http://www.coffey.com/",
        "City": "Auckland",
        "State_County": "Auckland",
        "Founding_year": "1959",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Jamaica",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Artuvic Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Artuvic Solutions is a software development organization based in Jamaica.",
        "Sector": "IT and geospatial",
        "URL": "http://artuvic.com/",
        "City": "Kingston",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Agriculture, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Develops digital solutions such as apps using open data.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ThoughtWorks",
        "Type_of_organization": "For-profit",
        "Organization_description": "ThoughtWorks is a global software delivery and products company specializing in agile software development and contributing to open source projects.",
        "Sector": "IT and geospatial",
        "URL": "http://www.thoughtworks.com/",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2000",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Organizes hacks focused on open government data to create new tools and applications.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Spain",
        "Country_income_level": "High income",
        "Organization_name": "Telefonica",
        "Type_of_organization": "For-profit",
        "Organization_description": "Telefonica is a multinational telecommunications provider of broadband and mobile network communications.",
        "Sector": "IT and geospatial",
        "URL": "http://blog.digital.telefonica.com/",
        "City": "Madrid",
        "State_County": "Community of Madrid",
        "Founding_year": "1983",
        "Size": "1000+",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Spikes Cavell",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spikes Cavell is a management information and business intelligence company that provides tools to enhance spend visibility for government bodies, educational institutions and large corporations.",
        "Sector": "IT and geospatial",
        "URL": "http://www.spikescavell.com",
        "City": "Herndon",
        "State_County": "Virginia",
        "Founding_year": "2003",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Openlink Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "OpenLink is a software developer specializing in Transaction Lifecycle Management (TLM) software.",
        "Sector": "IT and geospatial",
        "URL": "http://www.olf.com/",
        "City": "Uniondale",
        "State_County": "New York",
        "Founding_year": "1992",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Provides software which facilitates the publishing of linked open data; Involved in various Linked Open Data initiatives.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "AllTerra",
        "Type_of_organization": "For-profit",
        "Organization_description": "AllTerra provides positioning and measurement solutions enabling professionals in engineering, construction, surveying, mapping and asset tracking to be more productive by revolutionizing their work processes. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.allterra.co.nz/about-us/",
        "City": "Auckland",
        "State_County": "Auckland",
        "Founding_year": "1985",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "Global Survey",
        "Type_of_organization": "For-profit",
        "Organization_description": "Global Survey supplies many survey and construction companies with a total solution for a wide range of applications including earthworks, building, irrigation, drainage, major infrastructure projects, BIM, Forensics, GIS, Monitoring and others. ",
        "Sector": "IT and geospatial",
        "URL": "http://globalsurvey.co.nz/",
        "City": "Auckland",
        "State_County": "Auckland",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "Nextspace",
        "Type_of_organization": "For-profit",
        "Organization_description": "Nextspace helps clients make more of their business data, to unlock more value, reduce operational costs and improve efficiency. ",
        "Sector": "IT and geospatial",
        "URL": "http://nextspace.co.nz/",
        "City": "Auckland",
        "State_County": "Auckland",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Spatial Vision",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spatial Vision is a leading specialist in information and spatial technologies, integrating geographic and organizational data to provide business systems, advanced spatial analyses, reliable planning systems and practical mapping applications to address some of the country\u00e2\u20ac\u2122s most pressing environmental, economic and resource issues. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.spatialvision.com.au",
        "City": "Melbourne",
        "State_County": "Victoria",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Geospatial, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Switzerland",
        "Country_income_level": "High income",
        "Organization_name": "Liip",
        "Type_of_organization": "For-profit",
        "Organization_description": "Liip stands for agile web development with open source standards and open industry standards by developing and designing high-end web-based applications for a wide range of users and devices. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.liip.ch/de/open-data",
        "City": "Fribourg",
        "State_County": "Canton of Fribourg",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Designed and built the federal OGD pilot portal in Switzerland around the Open Source data management solution - CKAN.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Emu Analytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Emu Analytics creates analytics products built on data derived from corporate and open data sets. Focusing on population and transportation movement patterns and insights, Emu Analytics works with organisations such as Mobile Networks Operators and other industry sectors to create user friendly tools and powerful visualisations of local, national and global population movement insights relevant to specific service sectors.",
        "Sector": "IT and geospatial",
        "URL": "http://www.emu-analytics.com",
        "City": "London",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Business, Environment, Geospatial, Public safety, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Primarily as an analytics and software company - Emu Analytics produces tools - applications and services that bring data to life in new - intuitive and useful ways.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "GreenBizCheck",
        "Type_of_organization": "For-profit",
        "Organization_description": "GreenBizCheck provides cloud-based Supply Chain Management / Procurement, CSR Certification and Data Management solutions to help businesses reduce risk and cost. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.greenbizcheck.com",
        "City": "Sydney",
        "State_County": "New South Wales",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "IBM",
        "Type_of_organization": "For-profit",
        "Organization_description": "With operations in over 170 countries, IBMers around the world invent and apply software, hardware, business consulting, and technology services to help forward-thinking enterprises, institutions and people solve their most complex problems. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.ibm.com.au",
        "City": "Sydney",
        "State_County": "New South Wales",
        "Founding_year": "1932",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Health, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Geospatial Information & Technology Association",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Geospatial Information &amp; Technology Association (GITA) is a worldwide not-for-profit organization that provides excellence in education and information exchange on the use and benefits of geospatial information and location-aware technologies for asset and infrastructure management. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.gita.org.au/",
        "City": "Sydney",
        "State_County": "New South Wales",
        "Founding_year": "1966",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide expert network and innovative solutions for clients to solve complex challenges in various markets such as commercial &amp; residential, education, government, etc.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Link Digital",
        "Type_of_organization": "For-profit",
        "Organization_description": "Link Digital is dedicated to the spirit of open communities and is led by the principles of openness, participation and collaboration. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.linkdigital.com.au",
        "City": "Canberra",
        "State_County": "Australian Capital Territory",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to allow customers leverage their online assets, to transform business operations and services and to unlock their full ICT potential. Some of the products and services are web design and development, web application development, etc.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Omnilink",
        "Type_of_organization": "For-profit",
        "Organization_description": "Omnilink is a successful property and location data management company providing enterprise data management and integration services to clients through the development of specific expertise and skills in the acquisition, collation and management of data for government, education, aged-care and business. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.omnilink.com.au/",
        "City": "Sydney",
        "State_County": "New South Wales",
        "Founding_year": "1987",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Environment, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open datas to provide enterprise data management and integration services to clients. ",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "The company has developed specific expertise and skills in the acquisition, collation and management of data for Government, Education, Aged-Care and Business.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Peclet Technology",
        "Type_of_organization": "For-profit",
        "Organization_description": "Peclet helps share all types of data with clients and community and brings data to life through maps, charts, fraps and APIs. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.peclet.com.au/",
        "City": "North Sydney",
        "State_County": "New South Wales",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide data sharing components with the core solution of OpenDataSoft platform. Additional components such as ETL can be added on the cloud. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "PolyGeo",
        "Type_of_organization": "For-profit",
        "Organization_description": "PolyGeo provides specialist ArcGIS services (training, consulting and technical support) of high quality at affordable prices to clients in Brisbane, Queensland, Australia and internationally.",
        "Sector": "IT and geospatial",
        "URL": "http://polygeo.com.au",
        "City": "Brisbane",
        "State_County": "Queensland",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "PSMA Australia",
        "Type_of_organization": "For-profit",
        "Organization_description": "PSMA Australia offers authoritative, national location data sets and related services, which underpin an ever-expanding range of business solutions and government services. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.psma.com.au/",
        "City": "Canberra",
        "State_County": "Australian Capital Territory",
        "Founding_year": "1992",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Community Insight Australia",
        "Type_of_organization": "Other",
        "Organization_description": "Community Insight Australia is a social enterprise that will translate the UK software tool Community Insight for use with Australian communities to collate and map publicly available social data.",
        "Sector": "IT and geospatial",
        "URL": "www.communityinsightaustralia.org",
        "City": "Sydney",
        "State_County": "New South Wales",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Australian Information Industry Association",
        "Type_of_organization": "For-profit",
        "Organization_description": "AIIA seeks a future where a thriving, sustainable and influential information industry accelerates the digital economy to enhance Australia\u00e2\u20ac\u2122s productivity and sustainability, and to reduce barriers to ICT business growth.",
        "Sector": "IT and geospatial",
        "URL": "https://www.aiia.com.au/",
        "City": "Canberra",
        "State_County": "Australian Capital Territory",
        "Founding_year": "1985",
        "Size": "11 to 50",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Works with all kinds of libraries, including government, and uses health libraries as the best example of how libraries use open data.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Applied Land Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "Applied Land Systems Pty Ltd has been established to meet a growing need in the community for specialist services related to measurement, geographic information systems (GIS), information system design and project management. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.appliedlandsystems.com.au/",
        "City": "Tuross Head",
        "State_County": "New South Wales",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Alexander & Symonds",
        "Type_of_organization": "For-profit",
        "Organization_description": "Alexander Symonds is one of the leading and longest serving surveying consultancies in the country offering consulting services in all fields of surveying including land development, precise engineering, infrastructure, laser scanning and licensed surveying.",
        "Sector": "IT and geospatial",
        "URL": "www.alexander.com.au",
        "City": "Adelaide",
        "State_County": "South Australia",
        "Founding_year": "1932",
        "Size": "51 to 200",
        "Type_of_data_used": "Environment, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Revelation Computing",
        "Type_of_organization": "For-profit",
        "Organization_description": "Revelation Computing develops mobile apps for education and consumer use. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.revcomputing.com/",
        "City": "Brisbane",
        "State_County": "Queensland",
        "Founding_year": "1975",
        "Size": "1 to 10",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "RIA Mobile GIS",
        "Type_of_organization": "For-profit",
        "Organization_description": "RIA Mobile GIS is a unique business that focuses on information systems for field workers and the business operations that support them by specializing in the technologies that enable field service management including global positioning systems (GPS) and geographic information systems (GIS). ",
        "Sector": "IT and geospatial",
        "URL": "www.riamobilegis.com.au",
        "City": "Hobart",
        "State_County": "Tasmania",
        "Founding_year": "2000",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Solais Geoinformatics",
        "Type_of_organization": "For-profit",
        "Organization_description": "The mission of Solais Geoinformatics is to develop information delivery platforms that enhance business, social and environmental outcomes. ",
        "Sector": "IT and geospatial",
        "URL": "http://solais.com.au",
        "City": "Perth",
        "State_County": "Western Australia",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Agriculture, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Survey Graphics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Survey Graphics is primarily a mapping (aerial survey) organization working with remotely sensed data (aerial &amp; terrestrial imagery, LiDAR, radar, satellite &amp; multi-spectral data) on a day-to-day basis. ",
        "Sector": "IT and geospatial",
        "URL": "www.surveygraphics.com.au",
        "City": "Perth",
        "State_County": "Western Australia",
        "Founding_year": "1987",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Truii",
        "Type_of_organization": "For-profit",
        "Organization_description": "Truii.com is a web based data platform providing tools for data management, data visualization and team based data collaboration for cross-organizational project teams who are non-data specialists.",
        "Sector": "IT and geospatial",
        "URL": "http://truii.com",
        "City": "Brisbane",
        "State_County": "Queensland",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Alantgeo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Alantgeo specializes in delivering web and mobile geospatial mapping and visualization solutions, allowing anyone to design and publish maps.",
        "Sector": "IT and geospatial",
        "URL": "http://alantgeo.com.au",
        "City": "Sydney",
        "State_County": "New South Wales",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Aerometrex",
        "Type_of_organization": "For-profit",
        "Organization_description": "The mission of Aerometrex is to provide professional, accurate digital image mapping and geospatial engineering solutions to clients by exploiting both existing and emerging air and ground imaging technologies.",
        "Sector": "IT and geospatial",
        "URL": "www.aerometrex.com.au",
        "City": "Adelaide",
        "State_County": "South Australia",
        "Founding_year": "1980",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Geoger",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geoger is a remote sensing consultancy providing consultancy on a wide range of remote sensing, GIS and spatial data problems.",
        "Sector": "IT and geospatial",
        "URL": "http://geoger.co.uk/",
        "City": "Thame",
        "State_County": "Oxfordshire",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open geospatial and enviornment data along with open software to provide spatila and environmental data consultancy ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "KnowNow",
        "Type_of_organization": "For-profit",
        "Organization_description": "KnowNow Information is a real-time data company providing an automated platform which facilitates the transfer of analytical and sensed information between creators and consumers. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.kn-i.com/",
        "City": "Portsmouth",
        "State_County": "England",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "iGeolise",
        "Type_of_organization": "For-profit",
        "Organization_description": "iGeolise is a geospatial software platform developer providing a location services platform (by travel time not distance).",
        "Sector": "IT and geospatial",
        "URL": "http://www.igeolise.com",
        "City": "London",
        "State_County": "",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Snowflake Software",
        "Type_of_organization": "For-profit",
        "Organization_description": "Snowflake Software is a data exchange software company providing standards-based Open Data Exchange solutions for aeronautical, geospatial and other types of data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.snowflakesoftware.com/",
        "City": "Southampton",
        "State_County": "England",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Open Addresses",
        "Type_of_organization": "For-profit",
        "Organization_description": "Open Addresses is a company aiming to provide address data as open data to provide an open alternative to the closed Postcode Address File (PAF).",
        "Sector": "IT and geospatial",
        "URL": "http://alpha.openaddressesuk.org/",
        "City": "Cheltenham",
        "State_County": "England",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Hebe Works",
        "Type_of_organization": "For-profit",
        "Organization_description": "Hebe Works is a data-driven software developer specializing in providing open data, technology and media solutions to cities.",
        "Sector": "IT and geospatial",
        "URL": "http://www.hebeworks.com/",
        "City": "Leeds",
        "State_County": "England",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide apps such as Solomon which provides simple, self-service access to local information, bringing data to life in ways that everyone can understand easily, on mobile, tablet and desktop",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Informed Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Informed Solutions is a provider of digital transformation, technology, advanced data analytics and systems integration services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.informed.com/",
        "City": "Altrincham",
        "State_County": "England",
        "Founding_year": "1992",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Promote open data.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Folk Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Folk Labs is a web and mobile software development company providing software toward the facilitation of local economic ecosystems.",
        "Sector": "IT and geospatial",
        "URL": "http://www.folklabs.com",
        "City": "London",
        "State_County": "",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide software development and design services. The company conducts content audits, design content strategy, information architecture and strong user experiences and we also develop front-end user interfaces. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Zaizi",
        "Type_of_organization": "For-profit",
        "Organization_description": "Zaizi is an open source software development company that provides software and technology consultancy and solutions.",
        "Sector": "IT and geospatial",
        "URL": "http://www.zaizi.com/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Promotes open data and provides Alfresco services that facilitate open data publishing.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Ventutec",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Ventutec is a web and smartphone application development company.",
        "Sector": "IT and geospatial",
        "URL": "http://www.ventutec.com",
        "City": "Worcester",
        "State_County": "England",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Zubed Geospatial",
        "Type_of_organization": "For-profit",
        "Organization_description": "Zubed Geospatial is a location intelligence business providing web-GIS mapping solutions for organizations that want to identify geographical patterns in their data, or provide a user friendly map-based interface for their products or services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.triadgroup.plc.uk/",
        "City": "Milton Keynes",
        "State_County": "England",
        "Founding_year": "1988",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "The Boffin Lab",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Boffin Lab is a software engineering company building website for clients and apps for consumers.",
        "Sector": "IT and geospatial",
        "URL": "http://www.theboffinlab.com",
        "City": "Berkhamsted",
        "State_County": "England",
        "Founding_year": "1997",
        "Size": "1 to 10",
        "Type_of_data_used": "Economic, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Swirrl",
        "Type_of_organization": "For-profit",
        "Organization_description": "Swirrl is a specialist linked data company that creates solutions for companies seeking to open up their data by making data easy to find, understand, and re-use.",
        "Sector": "IT and geospatial",
        "URL": "http://www.swirrl.com",
        "City": "Manchester",
        "State_County": "England",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Spend Network",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spend Network is a data company that provides an online tool compliant with government spending and contracts data.",
        "Sector": "IT and geospatial",
        "URL": "https://spendnetwork.com/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Shoothill",
        "Type_of_organization": "For-profit",
        "Organization_description": "Shoothill is a software developer specializing in creating online mapping and data visualization of statistical or geographic data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.shoothill.com/",
        "City": "Shrewsbury",
        "State_County": "England",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Seme4",
        "Type_of_organization": "For-profit",
        "Organization_description": "Seme4 uses world leading experience, knowledge, and resources to help business utilize powerful and emerging Web 3.0 technology. It provides consultancy and education, app building, and design and RDF conversion.",
        "Sector": "IT and geospatial",
        "URL": "http://www.seme4.com/",
        "City": "Southampton",
        "State_County": "England",
        "Founding_year": "2004",
        "Size": "",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Raster Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Raster Solutions is a software and app development company.",
        "Sector": "IT and geospatial",
        "URL": "http://www.rastersolutions.com/index.htm",
        "City": "London",
        "State_County": "",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "PretaGov",
        "Type_of_organization": "For-profit",
        "Organization_description": "PretaGov is a provider of CMS Software as a Service for Central Government, their agencies, Local Government and other public sector web solutions.",
        "Sector": "IT and geospatial",
        "URL": "http://www.pretagov.co.uk/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Porism",
        "Type_of_organization": "For-profit",
        "Organization_description": "Porism is a software company that develops bespoke and productised database systems to be run on the web. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.porism.com",
        "City": "London",
        "State_County": "",
        "Founding_year": "1987",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Paradex",
        "Type_of_organization": "For-profit",
        "Organization_description": "Paradex is a technology and media services company that produces apps and websites, and also consults on a wide range of other areas across the media and technology sectors.",
        "Sector": "IT and geospatial",
        "URL": "http://paradex.co.uk",
        "City": "London",
        "State_County": "",
        "Founding_year": "1999",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide services about technology (mobile apps design, web program design, etc), media (recording studio, marketing and promotion), consulting. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "OpenStreetMap Foundation",
        "Type_of_organization": "For-profit",
        "Organization_description": "The OpenStreetMap Foundation is a not-for-profit organization supporting the OpenStreetMap Project: an initiative designed to create and provide open geographic data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.openstreetmap.org/",
        "City": "Cambridge",
        "State_County": "England",
        "Founding_year": "2006",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "One Bright Space",
        "Type_of_organization": "For-profit",
        "Organization_description": "One Bright Space is a web technology company specializing in the presentation of geographic and spacial information.",
        "Sector": "IT and geospatial",
        "URL": "http://www.onebrightspace.com/",
        "City": "Aberystwyth",
        "State_County": "Wales",
        "Founding_year": "2004",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Japan",
        "Country_income_level": "High income",
        "Organization_name": "NTT Data",
        "Type_of_organization": "For-profit",
        "Organization_description": "NTT DATA is a technical consultancy firm providing business and IT consulting, customer management, IT security, business intelligence and analytics services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.nttdata.com/uk",
        "City": "Tokyo",
        "State_County": "",
        "Founding_year": "1995",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Mydex",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mydex is a Community Interest Company providing hyper-secure storage of personal data (including text, numbers, images, video, certificates and sound), with the aim of empowering individuals to manage the access and control of their personal data.",
        "Sector": "IT and geospatial",
        "URL": "http://mydex.org",
        "City": "Glasgow",
        "State_County": "Scotland",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Multizone",
        "Type_of_organization": "For-profit",
        "Organization_description": "Multizone is a specialist software company that creates native cloud connected social mobile applications that use open and social data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.multizone.co.uk",
        "City": "Leatherhead",
        "State_County": "England",
        "Founding_year": "1998",
        "Size": "",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide service such as penetration testing, product management, native mobile app development and consulting services.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Mobile Pie",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mobile Pie is a mobile games development studio developing games for a wide range of clients across a range of platforms.",
        "Sector": "IT and geospatial",
        "URL": "http://www.mobilepie.com/",
        "City": "Bristol",
        "State_County": "England",
        "Founding_year": "2005",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to design games on mobile platforms, the company also creates augmented reality experiences, location-based tours and soundscapes",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Mapumental",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mapumental is a MySociety company producing web-based maps representing t travel time on public transport rather than distance.",
        "Sector": "IT and geospatial",
        "URL": "http://mapumental.com",
        "City": "Birmingham",
        "State_County": "England",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open local public transport information, coach services and rail information to create transport timetables for users.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Landmark Analytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Landmark Analytics is a residential property market information company providing data, analysis and automated valuation services to all sectors of the UK economy.",
        "Sector": "IT and geospatial",
        "URL": "http://www.landmarkanalytics.co.uk/",
        "City": "Reading",
        "State_County": "England",
        "Founding_year": "2004",
        "Size": "201 to 1000",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Costa Rica",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Junar",
        "Type_of_organization": "For-profit",
        "Organization_description": "Junar provides a technology platform to open data in reusable format. It is the &quot;Latin American platform&quot; for open data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.junar.com",
        "City": "San Jose",
        "State_County": "San Jose",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Griffin Brown",
        "Type_of_organization": "For-profit",
        "Organization_description": "Griffin Brown is a digital publishing consultancy providing clients with software to publish data and content in digital formats.",
        "Sector": "IT and geospatial",
        "URL": "http://www.griffinbrown.co.uk/welcome.asp",
        "City": "London",
        "State_County": "England",
        "Founding_year": "1997",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide consulting and implementation services, as well as product such as software for XML-based workflows for clients with their business ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "GeoLytix",
        "Type_of_organization": "For-profit",
        "Organization_description": "GeoLytix is a professional consultancy service firm specializing in solving geospatial problems using location and mapping data.",
        "Sector": "IT and geospatial",
        "URL": "http://geolytix.co.uk/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide tailored services to clients such as how many stores, who to acquire, where to open stores, what to sell in them and how to optimise home delivery and click &amp; collect operations.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Geo.me Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geo.me is a location data services company providing web-based software applications and online data services (APIs) to businesses using web, smartphone and navigation devices.",
        "Sector": "IT and geospatial",
        "URL": "http://www.geo.me/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Flying Binary",
        "Type_of_organization": "For-profit",
        "Organization_description": "Flying Binary is a web science company that provides data analytics, visualizations and cloud computing solutions and services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.flyingbinary.com",
        "City": "London",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide service such as data analytics, and adopts G-Cloud frameworks to expand portfolio of services with each iteration",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Delib",
        "Type_of_organization": "For-profit",
        "Organization_description": "Delib is a web-based application developer and consultancy which produces digital democratic engagement applications for the public sector.",
        "Sector": "IT and geospatial",
        "URL": "http://www.delib.net/",
        "City": "Bristol",
        "State_County": "England",
        "Founding_year": "2004",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "uses open data to do better decisions and build up stronger communities",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data consulting services for government and provides citizens with better public services and a functioning democracy ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Datactics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Datactics is a data quality software company that uses data consolidation, re-engineering software, analysis and matching processes built on an ETL and master data management platform.",
        "Sector": "IT and geospatial",
        "URL": "http://www.datactics.com",
        "City": "Belfast",
        "State_County": "Northern Ireland",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Cytora",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cytora is a data analytics company providing a platform for exploring and visualizing real time political risk data.",
        "Sector": "IT and geospatial",
        "URL": "https://cytora.com/",
        "City": "Cambridge",
        "State_County": "England",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Creotec",
        "Type_of_organization": "For-profit",
        "Organization_description": "Creotec is a website design and web application development agency providing a variety of web-based solutions to clients.",
        "Sector": "IT and geospatial",
        "URL": "http://www.creotec.com/index.php",
        "City": "Bracknell",
        "State_County": "England",
        "Founding_year": "2000",
        "Size": "11 to 50",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Epimorphics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Epimorphics is a linked data company providing advanced bespoke IT consultancy, software, training and support.",
        "Sector": "IT and geospatial",
        "URL": "http://www.epimorphics.com/web/",
        "City": "Portishead",
        "State_County": "England",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Publishes linked open data on behalf of various public sector bodies.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "FIND",
        "Type_of_organization": "For-profit",
        "Organization_description": "FIND is a web mapping and spatial data technology company, providing global mapping solutions to a broad range of industry sectors.",
        "Sector": "IT and geospatial",
        "URL": "http://www.findmaps.co.uk/index.htm",
        "City": "London",
        "State_County": "",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide both an online mapping portal and mapping consultancy to a wide range of professionals. FIND also specialises in advanced, state-of-the-art mapping technology",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "CGI Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "CGI Group is a multinational information technology consulting, systems integration, outsourcing, and solutions company providing services to a wide range of clients..",
        "Sector": "IT and geospatial",
        "URL": "http://www.cgi-group.co.uk",
        "City": "London",
        "State_County": "England",
        "Founding_year": "1993",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Broadsight",
        "Type_of_organization": "For-profit",
        "Organization_description": "Broadsight is a digital consultancy committed to open principles that provides insight into emerging Broadband Media/Quadruple Play/Web 2.0 technologies.",
        "Sector": "IT and geospatial",
        "URL": "http://www.broadsight.com",
        "City": "Chelmsford",
        "State_County": "England",
        "Founding_year": "2006",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Promotes open data; Explores the potential for open data through research and presentations.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "bbits",
        "Type_of_organization": "For-profit",
        "Organization_description": "bbits is a mobile application and web developer specializing in cloud based geolocated data reporting.",
        "Sector": "IT and geospatial",
        "URL": "http://www.bbits.co.uk",
        "City": "Eastbourne",
        "State_County": "England",
        "Founding_year": "1999",
        "Size": "1 to 10",
        "Type_of_data_used": "Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Ayoupa",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ayoupa is a mobile application developer behind Commuter, an app that uses real time information for route planning and monitoring of public transport journeys around London.",
        "Sector": "IT and geospatial",
        "URL": "http://commuter.cc/index.html",
        "City": "London",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Above Mobile",
        "Type_of_organization": "For-profit",
        "Organization_description": "Above Mobile is a mobile application developer which creates a variety of mobile applications for clients.",
        "Sector": "IT and geospatial",
        "URL": "http://www.attidomobile.co.uk/",
        "City": "Manchester",
        "State_County": "England",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Certain products like the Crime Map and Canal and River Trust use geospatial and open government data to build their mobile applications",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Apogee Data Consulting",
        "Type_of_organization": "For-profit",
        "Organization_description": "Apogee Data Consulting is a Geographic Information Science (GIS) consultancy which provides web-mapping, GIS and geospatial data analysis solutions to the broadcasting industry.",
        "Sector": "IT and geospatial",
        "URL": "http://www.apogeedata.co.uk",
        "City": "Tenterden",
        "State_County": "England",
        "Founding_year": "2004",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "OpenConcept Consulting Inc.",
        "Type_of_organization": "For-profit",
        "Organization_description": "We are an open-source web development shop specializing in Drupal, we work with security &amp; accessibility, but increasingly leveraging open data. ",
        "Sector": "IT and geospatial",
        "URL": "http://openconcept.ca",
        "City": "Ottawa",
        "State_County": "Ontario",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Business, Geospatial, Weather",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide services such as web accessibility consulting, security consulting, digital strategy and web development consulting, systems architecture consulting, etc.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Alpine Interactive",
        "Type_of_organization": "For-profit",
        "Organization_description": "Alpine Interactive is a technology services company providing IT support, website design, and software development services .",
        "Sector": "IT and geospatial",
        "URL": "http://www.alpineinteractive.co.uk/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2001",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "AIMES Grid Services",
        "Type_of_organization": "For-profit",
        "Organization_description": "AIMES is a commercial data center providing a range of services including colocation, hosting, data backup, managed services and business continuity services.",
        "Sector": "IT and geospatial",
        "URL": "https://www.aimes.uk/",
        "City": "Liverpool",
        "State_County": "England",
        "Founding_year": "2005",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "To improve the efficiency, reliability, security and innovation of data. ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Use data to provide data center services such as colocation, Cloud services, N3 hosting, ISO 27001 hosting, business continuity and disaster recovery ",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Open Data Institute Toronto ",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "ODI Toronto supports the use of open data in public policy, civic education, and political engagement.",
        "Sector": "IT and geospatial",
        "URL": "http://oditoronto.org/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "HackForge",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Hackforge is a shared space where creative technological minds come together and make things happen.",
        "Sector": "IT and geospatial",
        "URL": "http://hackf.org/about/",
        "City": "Windsor",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "FFunction",
        "Type_of_organization": "For-profit",
        "Organization_description": "FFunction is a studio specializing in information design. FFunction combines software engineering &amp; graphic design to bring functional and beautiful data visualizations and user interfaces to the Web.",
        "Sector": "IT and geospatial",
        "URL": "http://ffctn.com/en/portfolio",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Refractions Research",
        "Type_of_organization": "For-profit",
        "Organization_description": "Refractions Research builds software systems that add geographic intelligence to enterprise business processes.",
        "Sector": "IT and geospatial",
        "URL": "http://www.refractions.net/",
        "City": "Victoria",
        "State_County": "British Columbia",
        "Founding_year": "1998",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "ThinkData Works",
        "Type_of_organization": "For-profit",
        "Organization_description": "The goal of ThinkData Works is to fundamentally change how people interact with public information by building a single platform to access all available open data.",
        "Sector": "IT and geospatial",
        "URL": "http://thinkdataworks.com",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Switzerland",
        "Country_income_level": "High income",
        "Organization_name": "Classy Code",
        "Type_of_organization": "For-profit",
        "Organization_description": "Classy Code develops complete solutions that include apps, web applications and middleware.",
        "Sector": "IT and geospatial",
        "URL": "https://www.classycode.com/en/",
        "City": "Zurich",
        "State_County": "Zurich",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "In Touch",
        "Type_of_organization": "For-profit",
        "Organization_description": "In Touch are innovators in radio and mobile workforce software.",
        "Sector": "IT and geospatial",
        "URL": "http://www.intouch-ltd.com/",
        "City": "Morecambe",
        "State_County": "England",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide mobile radio solutions specialising in small business communications",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "GIS-Lab",
        "Type_of_organization": "Developer group",
        "Organization_description": "GIS-Lab is an informal community of Russian-speaking Geographic Information Systems (GIS) and Remote Sensing (RS) specialists.",
        "Sector": "IT and geospatial",
        "URL": "http://gis-lab.info/",
        "City": "Moscow",
        "State_County": "Moscow",
        "Founding_year": "2002",
        "Size": "",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Uses GIS data and other indicators for research.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Rambler",
        "Type_of_organization": "For-profit",
        "Organization_description": "Rambler is a Russian search engine.",
        "Sector": "IT and geospatial",
        "URL": "http://www.rambler.ru/",
        "City": "Moscow",
        "State_County": "Moscow",
        "Founding_year": "1996",
        "Size": "",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses data of transactions in the property market.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Krista",
        "Type_of_organization": "For-profit",
        "Organization_description": "Krista is a developer of information-analytical systems.",
        "Sector": "IT and geospatial",
        "URL": "http://www.krista.ru/",
        "City": "Moscow",
        "State_County": "Moscow",
        "Founding_year": "1992",
        "Size": "201 to 1000",
        "Type_of_data_used": "Government operations, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides services based on budget and finance data.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Urbanica",
        "Type_of_organization": "For-profit",
        "Organization_description": "Urbanica specializes in long-term social and economic development, as well as urban and transport planning for public administration and private sectors.",
        "Sector": "IT and geospatial",
        "URL": "http://urbanica.spb.ru",
        "City": "St Petersburg",
        "State_County": "St Petersburg",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Uses urban data for research and city planning.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": null,
        "Country": null,
        "Country_income_level": null,
        "Organization_name": "Gradoteka",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gradoteka aggregates statistics on Russian cities by collecting, systematizing, and visualizing data, turning them into rankings, infographics and visual data.",
        "Sector": "IT and geospatial",
        "URL": "http://gradoteka.ru",
        "City": null,
        "State_County": null,
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Demographic and social, Economic, Housing, Transportation, Finance, Arts and culture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Website aggregates urban indicators.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Gravity Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gravity Group develops applications. ",
        "Sector": "IT and geospatial",
        "URL": "http://gravity-group.ru/",
        "City": "Perm",
        "State_County": "Perm Krai",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Health, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Apps with data about Perm region.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Favorit Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "Favorit Systems specializes in the development of automated information systems, application software, advisory services and training in information technology.",
        "Sector": "IT and geospatial",
        "URL": "http://www.fvs.ru/",
        "City": "Moscow",
        "State_County": "Moscow",
        "Founding_year": "2001",
        "Size": "",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "App EMIAS uses open healthcare data to facilitate appointment registration in hospitals and clinics.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Beautiful Petersburg",
        "Type_of_organization": "Developer group",
        "Organization_description": "Beautiful Petersburg is a citizen initiative to improve the quality of the urban environment in St.Petersburg. ",
        "Sector": "IT and geospatial",
        "URL": "http://xn--80accfiasjf8cghbfut2k.xn--p1ai/about",
        "City": "St Petersburg",
        "State_County": "St Petersburg",
        "Founding_year": "2012",
        "Size": "",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Uses different types of urban data for research and civic projects.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "GoodRoads",
        "Type_of_organization": "For-profit",
        "Organization_description": "GoodRoads is a geoinformation system that measures road quality using the accelerometers built in mobile devices so that users can see current quality of roads.",
        "Sector": "IT and geospatial",
        "URL": "http://goodroads.ru",
        "City": "St Petersburg",
        "State_County": "St Petersburg",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Service uses GIS data on roads.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "2GIS",
        "Type_of_organization": "For-profit",
        "Organization_description": "2GIS is a city information service combined with a map. ",
        "Sector": "IT and geospatial",
        "URL": "http://info.2gis.ru/moscow?utm_source=2gis4online&utm_medium=about_link&utm_campaign=start",
        "City": "Novosibirsk",
        "State_County": "Novosibirsk Oblast",
        "Founding_year": "1999",
        "Size": "1000+",
        "Type_of_data_used": "Business, Geospatial, Geospatial, Transportation, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Online maps and navigation use open data on public transport routes, businesses, etc",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Yandex",
        "Type_of_organization": "For-profit",
        "Organization_description": "Yandex is an Internet company which operates the largest search engine in Russia and develops a number of Internet-based services and products.",
        "Sector": "IT and geospatial",
        "URL": "http://www.yandex.ru/",
        "City": "Moscow",
        "State_County": "Moscow",
        "Founding_year": "2000",
        "Size": "11 to 50",
        "Type_of_data_used": "Education, Business, Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "SPb GUP IAC",
        "Type_of_organization": "For-profit",
        "Organization_description": "SPb IAC is a public enterprise specialising on developing of IT projects for Saint-Petersburg Administration.",
        "Sector": "IT and geospatial",
        "URL": "http://iac.spb.ru/",
        "City": "St Petersburg",
        "State_County": "St Petersburg",
        "Founding_year": "1980",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Created several mobile apps for government services (healthcare - city issues - government legal services for business - tourism).",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "ASL 19",
        "Type_of_organization": "Developer group",
        "Organization_description": "ASL 19 is a technology lab working on access to information solutions for Iranians. ",
        "Sector": "IT and geospatial",
        "URL": "https://asl19.org/en/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Economic, Economic, Geospatial, Geospatial, Legal, Legal, Science and research, Science and research",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Solution Majlis Monitor aims to make the Iranian Parliament accessible and transparent.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Ireland",
        "Country_income_level": "High income",
        "Organization_name": "Open Knowledge Ireland",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Knowledge Ireland is part of the global Open Knowledge non-profit network. Our mission is to open up all essential public interest information and see it used to create insight that drives change.",
        "Sector": "IT and geospatial",
        "URL": "http://openknowledge.ie",
        "City": "Dublin",
        "State_County": "Dublin",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Education, Health, Health, Business, Economic, Geospatial, Housing, International development, International development, Science and research",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various civic projects.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "http://openknowledge.ie/projects/",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "http://openknowledge.ie/projects/open-hospital-waiting-list/.\u00c2\u00a0http://openknowledge.ie/opening-up-charities/",
        "Application_Research": "TRUE",
        "Research_Description": "http://openknowledge.ie/open-access-in-ireland/",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Hint Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Hint Solutions is an IT outsourcing company working in Russia and abroad. \r\n",
        "Sector": "IT and geospatial",
        "URL": "http://www.hintsolutions.ru/",
        "City": "Tula",
        "State_County": "Tula Oblast",
        "Founding_year": "2006",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Germany",
        "Country_income_level": "High income",
        "Organization_name": "Buddycloud Ltd",
        "Type_of_organization": "For-profit",
        "Organization_description": "We build the open source tools and services to help developers add user, group and social messaging to their apps.",
        "Sector": "IT and geospatial",
        "URL": "http://buddycloud.com",
        "City": "Berlin",
        "State_County": "Berlin",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial, Geospatial, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "We use openstreetmap location data in our location server to reverse geocode neighbourhood names out of latitude/longitude data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Northern Ireland Council for Voluntary Action",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "We aim to help voluntary and community organisations in Northern Ireland build their capacity to access, analyse and apply data to inform their work. A partnership between NICVA and The Detail funded by The Big Lottery. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.nicva.org",
        "City": "Belfast",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Demographic and social, Demographic and social, Health, Health, Economic, Economic, Economic, Economic, Environment, Environment, Housing, Housing",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to help the voluntary and community sector campaign and provide representation to government.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "To allow voluntary and community organisations develop and provide better services",
        "Application_Research": "TRUE",
        "Research_Description": "To facilitate research into important trends and linkages of relevance to voluntary and community sector",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Knomos",
        "Type_of_organization": "For-profit",
        "Organization_description": "Visual navigation platform for big data research &amp; collaboration in the legal industry.",
        "Sector": "IT and geospatial",
        "URL": "http://knomos.ca",
        "City": "Vancouver",
        "State_County": "British Columbia",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Developing a visual navigation platform for legal research using public legal information.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "CartoCritic (CartoCr\u00edtica)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "CartoCritic is a civil society initiative specialized in geographic information systems (GIS) for the defense of the territory, its goal to bring closer to the civil society organizations the use of geographic information technologies to promote human rights and environmental conservation.",
        "Sector": "IT and geospatial",
        "URL": "http://www.cartocritica.org",
        "City": null,
        "State_County": null,
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Environment, Geospatial, Energy, Legal, Housing, Weather, Science and research",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses demographic open data for the defense of indigenous lands against megaprojects such as hydroelectric dams, mining, or oil, by producing accurate information on how the population is going to be affected.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Determine the potential damages resulting from the installation - operation and closing of megaprojects.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Austria",
        "Country_income_level": "High income",
        "Organization_name": "Semantic Web Company",
        "Type_of_organization": "For-profit",
        "Organization_description": "SWC is working on linked open vocabularies and Open Data and Linked Open Data",
        "Sector": "IT and geospatial",
        "URL": "http://www.semantic-web.at",
        "City": "Vienna",
        "State_County": "Vienna",
        "Founding_year": "2005",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Building Knowledge Graphs on top of open Vocabularies as e.g. EuroVoc - AgroVoc - Gemet et al...",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "World Wide Web Foundation",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The World Wide Web Foundation was established to tackle the fundamental obstacles to realizing his vision of an open Web available, usable and valuable for everyone.",
        "Sector": "IT and geospatial",
        "URL": "http://webfoundation.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Webitects",
        "Type_of_organization": "For-profit",
        "Organization_description": "Webitects is a web design, design research, and software development consultancy.",
        "Sector": "IT and geospatial",
        "URL": "http://webitects.com",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "1998",
        "Size": "11 to 50",
        "Type_of_data_used": "Education, Legal, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "vSolvIT",
        "Type_of_organization": "For-profit",
        "Organization_description": "VSolvit was founded in 2006 as an American company focused on providing superior enterprise technology services to the U.S. Government and health industry.",
        "Sector": "IT and geospatial",
        "URL": "http://www.vsolvit.com",
        "City": "Ventura",
        "State_County": "CA",
        "Founding_year": "2006",
        "Size": "51 to 200",
        "Type_of_data_used": "Agriculture, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Vigillo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Vigillo presents data in such a way that companies can quickly and clearly understand and address their most critical safety and compliance issues.",
        "Sector": "IT and geospatial",
        "URL": "http://vigillo.com",
        "City": "Portland",
        "State_County": "OR",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Veterans Enterprise Technology Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Veterans Enterprise Technology Solutions, Inc. provides information technology support services to government and commercial customers in the United States.",
        "Sector": "IT and geospatial",
        "URL": "http://www.vets-inc.com",
        "City": "Clarksville",
        "State_County": "VA",
        "Founding_year": "2005",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "provides administrative - security and technology services for government agencies.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "vCloud'N'Sci.fi",
        "Type_of_organization": "For-profit",
        "Organization_description": "Algorithms as a Service",
        "Sector": "IT and geospatial",
        "URL": "http://cloudnsci.fi/",
        "City": "Helsinki",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data in various projects",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Urjanet",
        "Type_of_organization": "For-profit",
        "Organization_description": "Urjanet automates the collection and delivery of energy data. Better data gives you better insight, helping reduce energy spend and usage.",
        "Sector": "IT and geospatial",
        "URL": "http://urjanet.com",
        "City": "Atlanta",
        "State_County": "GA",
        "Founding_year": "2010",
        "Size": "201 to 1000",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "United Nations Global Pulse",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "UN Global Pulse aims to accelerate the discovery, development and scaled adoption of big data innovation for sustainable development and humanitarian action.",
        "Sector": "IT and geospatial",
        "URL": "http://www.unglobalpulse.org/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Unite US",
        "Type_of_organization": "For-profit",
        "Organization_description": "Unite US is a free platform connecting current military service members, veterans and their families to transformative resources and opportunities in their local communities.",
        "Sector": "IT and geospatial",
        "URL": "https://uniteus.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "the platform integrates veterans open data to offer opportunities for current and former military service members.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Ubi\u00adcalas",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ubi\u00adcalas is a web portal that allows businesses to advertise its products, services and offers. The site includes a search engine that displays results based on the user's location and preferred business deals.",
        "Sector": "IT and geospatial",
        "URL": "http://www.ubicalas.com",
        "City": "Morelia",
        "State_County": "Michoac\u00c3\u00a1n",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Education, Health, Business, Economic, Geospatial, Legal, Public safety, Housing, Finance, Consumer, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses data from the National Statistics Directory of Economic Units to enhance their business search portal.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Twin Dolphin Software",
        "Type_of_organization": "For-profit",
        "Organization_description": "Twin Dolphin databases and analysis tools were developed for, and are used extensively in, delivering portfolio management services to Fortune 1000 companies and middle to large law firms.",
        "Sector": "IT and geospatial",
        "URL": "http://www.twindolphinsoftware.com",
        "City": "Redwood City",
        "State_County": "CA",
        "Founding_year": "2006",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "cleans patent data and provides it to companies such as Gazelle Technologies - Inc.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Trea",
        "Type_of_organization": "For-profit",
        "Organization_description": "Trea allows users to explore relationships between innovation stakeholders and map ideas to the unified knowledge graph.",
        "Sector": "IT and geospatial",
        "URL": "http://www.trea.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Transparent Chennai",
        "Type_of_organization": "Developer group",
        "Organization_description": "Transparent Chennai aggregates, creates and disseminates data and research about important civic issues facing Chennai, including those issues facing the poor.",
        "Sector": "IT and geospatial",
        "URL": "http://www.transparentchennai.com/",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Geospatial, Legal, Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Transparent Chennai has created a mapping tool which allows for the visualization of civic (both official and crowdsourced) data on a map. The organization aggregates - creates and disseminates data and research about important civic issues facing Chennai - including those issues facing the poor. Some of these data are visualized on interactive maps - other are available on the website in the form of research publications and blogs.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Research conducted on waste management - water and sanitation issues - slums and informal settlements - electoral accountability and city governance",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "The World Council on City Data",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The WCCD hosts a network of innovative cities committed to improving services and quality of life with open city data and provides a consistent and comprehensive platform for standardized urban metrics.",
        "Sector": "IT and geospatial",
        "URL": "http://www.dataforcities.org",
        "City": "Toronto",
        "State_County": "ON",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Education, Health, Economic, Environment, Energy, Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The WCCD is using city open data to implement the first ISO 37120 Sustainable Development of Communities system and the Global Cities Registry.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Teradata",
        "Type_of_organization": "For-profit",
        "Organization_description": "Teradata Corporation is an American computer company that sells database software for data warehouses and analytic applications, including Big Data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.teradata.com/",
        "City": "Dayton",
        "State_County": "OH",
        "Founding_year": "1979",
        "Size": "1000+",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "Taiwan Computer Association",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Taipei Computer Association (TCA) is engaged in various fields such as software, \nhardware, semiconductors and components, manufacture, sales, network \ncommunication service and etc.",
        "Sector": "IT and geospatial",
        "URL": "http://www.tca.org.tw",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "1974",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Spain",
        "Country_income_level": "High income",
        "Organization_name": "Stereocarto",
        "Type_of_organization": "For-profit",
        "Organization_description": "Stereocarto provides engineering, consulting and technical assistance in Cartographic Engineering, GIS, Planning, Environment, Hydrology, Energy and Infrastructure and civil works.",
        "Sector": "IT and geospatial",
        "URL": "http://www.stereocarto.com/",
        "City": "Madrid",
        "State_County": "Community of Madrid",
        "Founding_year": "1964",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Spatial decisions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spatial Decisions is a firm of Planners, Environmentalists and Information Solutions Specialists providing consulting services to public, private, and international clients.",
        "Sector": "IT and geospatial",
        "URL": "http://www.spatialdecisions.com",
        "City": "Delhi",
        "State_County": "",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open geographical data and satellite data to provide geospatial visualization services.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Spaceship Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spaceship Labs' mission is to change the perception of technology and programming in Mexico. They offer design and web development, graphic design, software and e-marketing.",
        "Sector": "IT and geospatial",
        "URL": "http://spaceshiplabs.com",
        "City": "Cancun",
        "State_County": "Quinatana Roo",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Education, Business, Environment, Transportation, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to provide company clients with UI/UX and design services, marketing strategies and software products, to help companies reach their market positions.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "SoftMobile Technology Corp.",
        "Type_of_organization": "For-profit",
        "Organization_description": "SoftMobile Technology, a company of SYSTEX Corporation, is a software development firm.",
        "Sector": "IT and geospatial",
        "URL": "http://www.softmobile.com.tw/",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Environment, Housing, Weather, Arts and culture, Arts and culture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to provide &quot;Native App&quot; and &quot;Hybrid App&quot; services to clients, with which client companies can create innovative mobile application products.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Socrata",
        "Type_of_organization": "For-profit",
        "Organization_description": "Socrata's mission is to connect people to the government data they need and want.",
        "Sector": "IT and geospatial",
        "URL": "http://www.socrata.com",
        "City": "Seattle",
        "State_County": "WA",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to provide cloud-based solutions called Software as a Service (SaaS), to deliver data-driven innovation and cost-savings to public sector leaders and constitutes around the world. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Social and Decision Analytics Lab",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Through data analytics, the Social and Decision Analytics Laboratory addresses social science issues in new ways that will transform the way we understand the world.",
        "Sector": "IT and geospatial",
        "URL": "http://vbi.vt.edu/sdal",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "France",
        "Country_income_level": "High income",
        "Organization_name": "Snips",
        "Type_of_organization": "For-profit",
        "Organization_description": "By analyzing a person's context, Snips can predict what people need to do with their devices, enabling faster, more ubiquitous access to all their services.",
        "Sector": "IT and geospatial",
        "URL": "http://snips.net/",
        "City": "Paris",
        "State_County": "\u00c3\u017dle-de-France",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Jamaica",
        "Country_income_level": "Upper middle income",
        "Organization_name": "SlashRoots Foundation",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The SlashRoots Foundation (&quot;SlashRoots&quot;) is a civic tech non-profit that leverages technology to create solutions to social problems endemic to the Caribbean region.",
        "Sector": "IT and geospatial",
        "URL": "http://slashroots.org/",
        "City": "Kingston",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Agriculture, Agriculture, Agriculture, Consumer, Consumer, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to provide digital services and tools to help governments and other social impact organizations achieve their missions, and empower communities by better using technology and data.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "SkyAlert",
        "Type_of_organization": "For-profit",
        "Organization_description": "It is a comprehensive system of alerts for earthquakes, volcanoes and weather,",
        "Sector": "IT and geospatial",
        "URL": "http://skyalert.com.mx/",
        "City": "Huixquilucan",
        "State_County": "",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide earthquake monitoring",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "Root International Information",
        "Type_of_organization": "For-profit",
        "Organization_description": "Root International Information Company is an information services firm.",
        "Sector": "IT and geospatial",
        "URL": "http://www.home7-11.com.tw/",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Education, Health, Business, Public safety, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to provide real estate information for people who want to rent and buy houses. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "REI Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "REI Systems is a leading provider of federal open government/transparency solutions and has built many high-profile websites in the federal government.",
        "Sector": "IT and geospatial",
        "URL": "http://www.reisystems.com",
        "City": "Sterling",
        "State_County": "VA",
        "Founding_year": "1989",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Environment, Environment, Public safety, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ReedTech (LexisNexis)",
        "Type_of_organization": "For-profit",
        "Organization_description": "As part of the LexisNexis family, Reed Tech serves its clients in the public and private sectors with the expertise required in the technology-focused fields of IP services, Life Sciences, and Web Archiving.",
        "Sector": "IT and geospatial",
        "URL": "http://www.reedtech.com/",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "1966",
        "Size": "1000+",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "develops products based on open data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Austria",
        "Country_income_level": "High income",
        "Organization_name": "Redlink",
        "Type_of_organization": "For-profit",
        "Organization_description": "Redlink leverages the power of Apache Stanbol, Apache Marmotta and Apache Solr to deliver enterprise-grade Content Enrichment and Linked Data solutions.",
        "Sector": "IT and geospatial",
        "URL": "http://redlink.co",
        "City": "Athens",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Quandl",
        "Type_of_organization": "For-profit",
        "Organization_description": "Quandl lets users search over 8,000,000 financial, economic, and social datasets.",
        "Sector": "IT and geospatial",
        "URL": "http://www.quandl.com",
        "City": "Toronto",
        "State_County": "ON",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Economic, Environment, Energy, Legal, Public safety, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Help data analysts to save time, efforts and money by delivering high-quality financial and economic data in the precise format they need.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Healthify",
        "Type_of_organization": "For-profit",
        "Organization_description": "Healthify allows governments and health systems to leverage existing networks of community services \u00e2\u20ac\u201d everything from subsidized housing, to access to food, to low-cost behavioral health services.",
        "Sector": "IT and geospatial",
        "URL": "https://www.healthify.us/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Argentina",
        "Country_income_level": "High income",
        "Organization_name": "Points to Parts (Punto a Partes)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Points to Parts (Punto a Partes) works with advertising, web design, web applications and other services to provide its clients with a variety of services for their businesses.",
        "Sector": "IT and geospatial",
        "URL": "http://www.puntoapartes.com.ar/",
        "City": "Buenos Aires",
        "State_County": "Autonomous City of Buenos Aires",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Health, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PublicData",
        "Type_of_organization": "For-profit",
        "Organization_description": "PublicData.com is the number one resource for public records from local, state, and federal agencies",
        "Sector": "IT and geospatial",
        "URL": "http://www.publicdata.com/",
        "City": "Irving",
        "State_County": "TX",
        "Founding_year": "1997",
        "Size": "",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Health, Economic, Legal, Public safety, Public safety, Transportation, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "service is fully based on open data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ProQuest",
        "Type_of_organization": "For-profit",
        "Organization_description": "ProQuest connects people with vetted, reliable information. Key to serious research, the company's products are a gateway to the world's knowledge including dissertations, governmental and cultural archives, news, historical collections and ebooks.",
        "Sector": "IT and geospatial",
        "URL": "http://www.proquest.com/",
        "City": "Ann Arbor",
        "State_County": "MI",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "ProQuest Dialog provides a collection of comprehensive full-text patents to researchers",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PolicyMap",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "PolicyMap is a web-based GIS and mapping company that captures and visualizes data including demographics, health data, mortgage trends, school performance scores, and crime statistics.",
        "Sector": "IT and geospatial",
        "URL": "http://policymap.com",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Education, Health, Geospatial, Public safety, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Franklin Energy",
        "Type_of_organization": "For-profit",
        "Organization_description": "PlanetEcosystems (PEI) helps utility service providers develop relationships with their customers and provides a complete suite of interactive web-based tools.",
        "Sector": "IT and geospatial",
        "URL": "https://expert.franklinenergy.com/planetecosystems",
        "City": "Madison",
        "State_County": "WI",
        "Founding_year": "2009",
        "Size": "201 to 1000",
        "Type_of_data_used": "Energy, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open data to prescribe customized recommendations for cost savings environmental impact and health.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "Trenzink",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Trenzink has passion for creating good apps.",
        "Sector": "IT and geospatial",
        "URL": "http://www.trenzink.com",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Transportation, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Using open data from governments - google and some location-based data to provide useful apps for Taipei Citizens.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "PatSeer",
        "Type_of_organization": "For-profit",
        "Organization_description": "PatSeer is the result of applying years of patent data technology expertise while listening to challenges faced by users across the globe.",
        "Sector": "IT and geospatial",
        "URL": "http://patseer.com/",
        "City": "Pune",
        "State_County": "Maharashtra",
        "Founding_year": "2004",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "devleops products that enable patent research",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Argentina",
        "Country_income_level": "High income",
        "Organization_name": "Countrymen Creating (Paisanos Creando)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Countrymen Creating (Paisanos Creando) works to create applications, web development, and marketing strategies for companies.",
        "Sector": "IT and geospatial",
        "URL": "http://paisanoscreando.com/",
        "City": "Buenos Aires",
        "State_County": "Autonomous City of Buenos Aires",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "app Me voy en bici uses open data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "France",
        "Country_income_level": "High income",
        "Organization_name": "Orange France",
        "Type_of_organization": "For-profit",
        "Organization_description": "Orange France is one of the main telecommunications providers in the country.",
        "Sector": "IT and geospatial",
        "URL": "http://www.orange.fr",
        "City": "Paris",
        "State_County": "\u00c3\u017dle-de-France",
        "Founding_year": "1988",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "OPI Analytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "OPI Analytics is a social enterprise that designs mobile technological tools and platforms that connect leaders to citizens and create personal connections through real-time processing of data, production of simple visualizations, and analysis.",
        "Sector": "IT and geospatial",
        "URL": "http://www.opi.la/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Economic, Geospatial, Public safety, Public safety, Housing, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "platform is designed to integrate open data so users can better manage and evaluate their programs.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Open Referral",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Referral is developing data standards and open platforms that make it easy to share and find information about community resources.",
        "Sector": "IT and geospatial",
        "URL": "http://openreferral.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Health, Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "developing a standardized format to enable sharing of community resource directory data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Indonesia",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Open Data Lab Jakarta (Web Foundation)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Jakarta Lab works with national and local governments, civil society groups, journalists, researchers, and citizens throughout Southeast Asia. The Lab's work is organized around four key pillars: research, incubation, capacity-building, and engagement.",
        "Sector": "IT and geospatial",
        "URL": "http://labs.webfoundation.org/",
        "City": "Jakarta",
        "State_County": "",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various civic projects leading to increased transparency and fostering a better trust-oriented relationship between the government and the citizens, as well as more dialogue and productive exchange between third parties (citizens - CSOs - activists and others) and the government allowing for better governance.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Kosovo",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Open Data Kosovo",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Data Kosovo is the home of Kosovo's open data.",
        "Sector": "IT and geospatial",
        "URL": "http://opendatakosovo.org/",
        "City": "Prishtina",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Health, Business, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "illegal dumping mapper; municipality procurement visualizer; water surface quality visualizer; election monitoring visualizer",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Open Data Institute",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Open Data Institute is catalysing the evolution of open data culture to create economic, environmental, and social value. It helps unlock supply, generates demand, creates and disseminates knowledge to address local and global issues.",
        "Sector": "IT and geospatial",
        "URL": "http://theodi.org/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2012",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "ODI aims to connect, equip and inspire people around the world to innovate with data through training, nurturing and collaboration.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "OnStar",
        "Type_of_organization": "For-profit",
        "Organization_description": "OnStar uses CDMA mobile voice and data communication, and location information, to enable drivers and passengers to receive emergency services, vehicle diagnostics and directions.",
        "Sector": "IT and geospatial",
        "URL": "https://www.onstar.com/web/portal/home?g=1",
        "City": "Warren",
        "State_County": "MI",
        "Founding_year": "1995",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Kazakhstan",
        "Country_income_level": "Upper middle income",
        "Organization_name": "NITEC",
        "Type_of_organization": "For-profit",
        "Organization_description": "National Information Technologies Company (NITEC) facilitate the building up of reliable, efficient, and customer-focused public administration system through applying service-specific, organizational and information technologies.",
        "Sector": "IT and geospatial",
        "URL": "http://www.nitec.kz/",
        "City": "Astana",
        "State_County": "",
        "Founding_year": "2000",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open datas to create a reliable, efficient and client-driven public system for management. Main areas NITEC focuses on are IT program service and &quot;electronic government&quot; cooperation. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Niew Labs",
        "Type_of_organization": "Developer group",
        "Organization_description": "The Career Path application is aimed at helping Canadian youth discover, research and choose future career paths.",
        "Sector": "IT and geospatial",
        "URL": "http://niewlabs.github.io/careerPath/#/home",
        "City": "Toronto",
        "State_County": "ON",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Based on the open datas from Employment and Social Development Canada, Niew Labs aims to help Canadian youths to choose future career paths by searching by various professions and view visualizations of projected employment statistics and job prospects for the chosen field. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "NextGIS",
        "Type_of_organization": "For-profit",
        "Organization_description": "NextGIS offers its clients integrated open-source spatial software, backed by customized GIS solutions, professional ongoing support and comprehensive training.",
        "Sector": "IT and geospatial",
        "URL": "http://nextgis.ru/en/",
        "City": "Moscow",
        "State_County": "",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Environment, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "muyueh.com",
        "Type_of_organization": "For-profit",
        "Organization_description": "Muyueh is a company that creates data visualizations, developing efficient representations for a wide range of industries including: medical, transportation, finance, energy, culture &amp; agricultural data. Data types such as: numerical, geolocation and photos.",
        "Sector": "IT and geospatial",
        "URL": "http://muyueh.com/",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Health, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "uses open data to create visualizations and representations across a multitude of fields including tracking traffic incidence, CO2 emission, monitoring hospital quality, etc",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Uruguay",
        "Country_income_level": "High income",
        "Organization_name": "Molecula",
        "Type_of_organization": "For-profit",
        "Organization_description": "Molecula uses artificial intelligence and mobile development to exploit big data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.moleculateam.com/",
        "City": "Montevideo",
        "State_County": "Montevideo Department",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Filter open datas through artificial intelligence and mobile development to design and develope quality products by highlighting the usability and user experience.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "MastadonC",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mastodon C is an agile big data specialist.",
        "Sector": "IT and geospatial",
        "URL": "http://www.mastodonc.com/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open source to build up a platform Kixi for sharing information about energy and environment, trying to realize the potential of building up zero carbon infrastructure. ",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "MapData",
        "Type_of_organization": "For-profit",
        "Organization_description": "MapData develops platforms and offers consulting services for projects based on geospatial data.",
        "Sector": "IT and geospatial",
        "URL": "http://mapdata.com.mx",
        "City": "Mexico City",
        "State_County": "DF",
        "Founding_year": "1998",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Business, Economic, Economic, Environment, Geospatial, Geospatial, Energy, Legal, Public safety, Housing, Transportation, Weather, Finance, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "draws insights for models and benchmarks from census - economic - legal and geospatial data.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "MapBox",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mapbox is an open source platform for designing and publishing maps and geographical data for both mobile and on the web.",
        "Sector": "IT and geospatial",
        "URL": "http://mapbox.com",
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        "State_County": "DC",
        "Founding_year": "2011",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Agriculture, Economic, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Designs maps based on open data",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses NASA - DigitalGlobe - USGS data in Mapbox Satellite",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "LOVELAND Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Loveland Technologies is dedicated to putting America online, one parcel at a time.",
        "Sector": "IT and geospatial",
        "URL": "http://www.makeloveland.com",
        "City": "Detroit",
        "State_County": "MI",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Gathers and presents information about property in clear, actionable ways.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Longtap",
        "Type_of_organization": "For-profit",
        "Organization_description": "LongTap develop web based applications, mobile websites, Android applications or Apple applications.",
        "Sector": "IT and geospatial",
        "URL": "http://www.longtap.com/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "BusIt uses transport data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "LEO Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "Leo Systems, Inc. offers computer and computer related products in Taiwan.",
        "Sector": "IT and geospatial",
        "URL": "http://www.leosys.com/",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "1985",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health, Agriculture, Business, Business, Environment, Public safety, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open datas to offer industry-leading services, including systems development, solution and platform integration, and program management, functional, and testing services.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Netherlands",
        "Country_income_level": "High income",
        "Organization_name": "LayAr",
        "Type_of_organization": "For-profit",
        "Organization_description": "LayAr's mission is to provide the highest quality tools and services for augmented reality and interactive print.",
        "Sector": "IT and geospatial",
        "URL": "https://www.layar.com",
        "City": "Amsterdam",
        "State_County": "",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "Intumit Inc.",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intumit is a large network specializing in natural language information processing and data extraction to allow customers to effectively manage complex internal and external, massive, rapid changes in information flows.",
        "Sector": "IT and geospatial",
        "URL": "http://www.intumit.com/",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "1999",
        "Size": "",
        "Type_of_data_used": "Education, Housing, Weather, Arts and culture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide Knowledge Management.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Kazakhstan",
        "Country_income_level": "Upper middle income",
        "Organization_name": "International Information Technologies University",
        "Type_of_organization": "Academic institution",
        "Organization_description": "Developer groups from IIT have developed a number of apps using open data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.iitu.kz/",
        "City": "Astana",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "51 to 200",
        "Type_of_data_used": "Education, Public safety, Transportation, Tourism, Arts and culture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Carries out research around issues related to transparency and access to public information.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Ireland",
        "Country_income_level": "High income",
        "Organization_name": "Insight Centre for Data Analytics",
        "Type_of_organization": "Other",
        "Organization_description": "The Insight Centre is designed to provide a national ICT research platform for Ireland based on targeted research programmes.",
        "Sector": "IT and geospatial",
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        "State_County": "Dublin",
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        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Carries out research around issues related to transparency and access to public information.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Innovaccer",
        "Type_of_organization": "For-profit",
        "Organization_description": "InnovAccer simplifies access to structured data and analytics through implementations of machine learning and Big Data Technology.",
        "Sector": "IT and geospatial",
        "URL": "http://www.innovaccer.com/",
        "City": "San Francisco",
        "State_County": "CA",
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        "Size": "201 to 1000",
        "Type_of_data_used": "Health, Legal, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "integrates open data in big data approach",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "INNKU",
        "Type_of_organization": "For-profit",
        "Organization_description": "INNKU develops web and mobile applications and partners with entrepreneurs launching Internet based companies.",
        "Sector": "IT and geospatial",
        "URL": "http://www.innku.com/",
        "City": "Monterrey",
        "State_County": "Nuevo Le\u00c3\u00b3n",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "integrates open data on projects to increase insights and efficiency.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": null,
        "Country": null,
        "Country_income_level": null,
        "Organization_name": "infographics.tw",
        "Type_of_organization": "Developer group",
        "Organization_description": "Infographics Taiwan organizes, collects and tests a wide range of data visualization / Information charts and their related information provided to the Chinese to the Chinese community.",
        "Sector": "IT and geospatial",
        "URL": "http://infographics.tw",
        "City": null,
        "State_County": null,
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "uses open to data to create visualizations and infographics across a multitude of fields ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Illustreets",
        "Type_of_organization": "Developer group",
        "Organization_description": "Illustreets is a property search engine that helps users choose places to live by providing a visual map of area characteristics",
        "Sector": "IT and geospatial",
        "URL": "http://illustreets.co.uk",
        "City": "London",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Education, Environment, Geospatial, Public safety, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides statistics such as income, employment, health, crime, housing, and environment, to help users find best areas to live.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Hunch Analytics",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Hunch Analytics is dedicated to harnessing newly available data to help improve provider efficiency and consumer outcomes in healthcare and education.",
        "Sector": "IT and geospatial",
        "URL": "http://hunchanalytics.com/",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The Veterans Talent is a mapping tool to search for veteran skills and job postings",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Harris Corporation",
        "Type_of_organization": "For-profit",
        "Organization_description": "Harris is an international communications and information technology company serving government and commercial markets in more than 125 countries.",
        "Sector": "IT and geospatial",
        "URL": "http://www.harris.com",
        "City": "Melbourne",
        "State_County": "FL",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Ground Truth Initiative",
        "Type_of_organization": "For-profit",
        "Organization_description": "GroundTruth offers consulting services, trainings, and strategic advising internationally.",
        "Sector": "IT and geospatial",
        "URL": "http://groundtruth.in/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "integrate GPS and satellite data into community mapping projects",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Gram Vaani",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gram Vaani (meaning 'voice of the village)] is a social tech company.",
        "Sector": "IT and geospatial",
        "URL": "http://www.gramvaani.org/",
        "City": "Delhi",
        "State_County": "",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "Giga-Byte Technology",
        "Type_of_organization": "For-profit",
        "Organization_description": "Giga-Byte Technology is an international manufacturer and distributor of computer hardware products.",
        "Sector": "IT and geospatial",
        "URL": "http://www.gigabyte.com",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "1986",
        "Size": "1000+",
        "Type_of_data_used": "Agriculture, Weather, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "iGoMap platform using meteorological information from Ministry of Transportation and Communications - the National Forest Recreation Areas from Council of Agriculture and restaurant information data.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Geowise",
        "Type_of_organization": "For-profit",
        "Organization_description": "GeoWise is a software developer which provides the InstantAtlas platform for managing and presenting geographic and statistical information including complex public sector data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.instantatlas.com/",
        "City": "Edinburgh",
        "State_County": "Scotland",
        "Founding_year": "1997",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Health, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses a wide range of national and international commercial - public and voluntary sector organisations to visualise and display data.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Geolytica",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geolytica provides a variety of GIS data services for both commercial and non-for-profit applications.",
        "Sector": "IT and geospatial",
        "URL": "http://geocoder.ca/",
        "City": "Ottawa",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "developers of geocoder.ca - a real time geocoding port to build location aware web applications.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Flo Apps",
        "Type_of_organization": "For-profit",
        "Organization_description": "Flo Apps create responsive web and data visualizations",
        "Sector": "IT and geospatial",
        "URL": "http://www.floapps.com/",
        "City": "Helsinki",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Factual",
        "Type_of_organization": "For-profit",
        "Organization_description": "Factual is a data company that helps developers, publishers, and advertisers build more relevant and personalized mobile experiences using the context of location.",
        "Sector": "IT and geospatial",
        "URL": "http://www.factual.com",
        "City": "Los Angeles",
        "State_County": "CA",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses census open data to provide mobile advertising solutions.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Evollia",
        "Type_of_organization": "For-profit",
        "Organization_description": "Evollia assists clients in modernizing their business processes through simple and user-friendly e-business solutions",
        "Sector": "IT and geospatial",
        "URL": "http://evollia.com/",
        "City": "Quebec City",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various civic projects, such as La Mutuelle de microfinance Qu\u00cc\u00a9bec, and Qu\u00cc\u00a9bec Num\u00cc\u00a9rique.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Italy",
        "Country_income_level": "High income",
        "Organization_name": "evodevo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Evodevo works on innovative solutions using artificial intelligence and knowledge management techniques.",
        "Sector": "IT and geospatial",
        "URL": "http://www.evodevo.it/en/",
        "City": "Rome",
        "State_County": "Lazio",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "creators of Open Data Ground platform",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "Essentia Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Simple and elegant solutions for apps.",
        "Sector": "IT and geospatial",
        "URL": "http://www.essentia.fi/",
        "City": "Helsinki",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "ReittiGPS uses transport data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Esri",
        "Type_of_organization": "For-profit",
        "Organization_description": "Esri is a leader in geographic information systems, mapping and spatial analysis.",
        "Sector": "IT and geospatial",
        "URL": "http://esri.com",
        "City": "Redlands",
        "State_County": "CA",
        "Founding_year": "1969",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data as part of geospatial solutions for various industries.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Brazil",
        "Country_income_level": "Upper middle income",
        "Organization_name": "EOKOE",
        "Type_of_organization": "For-profit",
        "Organization_description": "Eokoe specializes in open technologies, builds applications, provides support for infrastructure, strategic partnerships and capacity building.",
        "Sector": "IT and geospatial",
        "URL": "http://www.eokoe.com/",
        "City": "S\u00e3o Paulo",
        "State_County": null,
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Eokoe combines technology with open data to create tools for their clients.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Enigma.io",
        "Type_of_organization": "For-profit",
        "Organization_description": "By harmonizing and indexing the world's public data, Engima empowers professionals to discover hidden facts and connections like never before.",
        "Sector": "IT and geospatial",
        "URL": "http://enigma.io",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Economic, Environment, Legal, Public safety, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provdes a platform for access to public data.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "DSM Soft",
        "Type_of_organization": "For-profit",
        "Organization_description": "DSM Soft provides services in the geospatial, engineering &amp; publishing domains for \nglobal organizations.",
        "Sector": "IT and geospatial",
        "URL": "http://www.dsmsoft.com/",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "1991",
        "Size": "201 to 1000",
        "Type_of_data_used": "Environment, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "They make use of open - public - crowd sourced - sensor and satellite data to provide a variety of mapping and visualization services that are utilised in land information systems - mapping agencies - energy and utilities - telecommunications - . i.e. activities which are field oriented.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Dimagi",
        "Type_of_organization": "For-profit",
        "Organization_description": "Dimagi delivers open and innovative technology to help under-served communities everywhere.",
        "Sector": "IT and geospatial",
        "URL": "http://www.dimagi.com/",
        "City": "Cambridge",
        "State_County": "England",
        "Founding_year": "2002",
        "Size": "51 to 200",
        "Type_of_data_used": "Health, Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "DigitalGlobe",
        "Type_of_organization": "For-profit",
        "Organization_description": "DigitalGlobe is an American commercial vendor of space imagery and geospatial content, and operator of civilian remote sensing spacecraft.",
        "Sector": "IT and geospatial",
        "URL": "https://www.digitalglobe.com/",
        "City": "Denver",
        "State_County": "CO",
        "Founding_year": "1992",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "By means of analysing before and after satellite data - damaged buildings and areas can be identified in order to optimize the aid process",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Digital Data Divide",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "DDD transforms content into multi-use digital formats that increase engagement.",
        "Sector": "IT and geospatial",
        "URL": "http://www.digitaldividedata.com/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2001",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "DigiCollect",
        "Type_of_organization": "Other",
        "Organization_description": "DigiCollect-GIS uses mobile data collection, cloud computing and location intelligence.",
        "Sector": "IT and geospatial",
        "URL": "https://www.digicollect.com/",
        "City": "Bengaluru",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "DigiCollect - is a customizable mobile data collection application that uses GIS visualisation for task such as data collection or surveys. Customers can collect data in different formats - deploy projects to remote teams using cloud services and monitor progress of work in real-time using a centralized cloud service.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Development Gateway",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Development Gateway empowers practitioners, governments, and citizens with the knowledge they need to improve lives. DG co-creates information solutions and cultivates skills needed to turn information into lasting results.",
        "Sector": "IT and geospatial",
        "URL": "http://www.developmentgateway.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1999",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various civic projects to empower individuals with open, accessible, and complete information.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Data Mining Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Data Mining Labs provides leading expertise in data analytics with top-notch solutions that boost business efficiency.",
        "Sector": "IT and geospatial",
        "URL": "http://www.dmlabs.org",
        "City": "Saint Petersburg",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "data analytics services for boosting marketing - finance - operations",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Data4",
        "Type_of_organization": "For-profit",
        "Organization_description": "Data4 believes that data should be more widely examined, analyzed, and disseminated. Data4 collectively strives to learn more about the best ways to present the data, how to learn more about the numbers and how to get more data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.data4.mx",
        "City": "Ju\u00c3\u00a1rez",
        "State_County": "",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Business, Economic, Economic, Environment, Geospatial, Energy, Legal, Public safety, Housing, Transportation, Weather, International development, Finance, Science and research, Consumer, Tourism",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Finds, processes, analyzes, visualizes and manages open data to make data accessible to more people.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Data-Driven Detroit",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Data Driven Detroit (D3) provides accessible high-quality information and analysis to drive informed decision-making that will strengthen communities in Southeast Michigan.",
        "Sector": "IT and geospatial",
        "URL": "http://datadrivendetroit.org/",
        "City": "Detroit",
        "State_County": "MI",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Education, Economic, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "use current and historic demographic - socioeconomic - educational - environmental - and other indicators by region - city and block.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "C-Radar",
        "Type_of_organization": "For-profit",
        "Organization_description": "C-Radar provides data services such as data on demand, data as a service, data augmentation, customized dashboards and a free public data directory rich of more than 15 800 datasets from public and private editors.",
        "Sector": "IT and geospatial",
        "URL": "https://www.c-radar.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Health, Business, Economic, Legal, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "hosts open data from many governmental agencies",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Data for Good",
        "Type_of_organization": "Developer group",
        "Organization_description": "Data for Good brings together leading data scientists with high impact social organizations through a comprehensive, collaborative approach that leads to shared insights, greater understanding, and positive action through &quot;data in the service of humanity&quot;",
        "Sector": "IT and geospatial",
        "URL": "http://www.meetup.com/DataforGood/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to create technological innovation a positive social change.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Uruguay",
        "Country_income_level": "High income",
        "Organization_name": "Creative Commons Uruguay",
        "Type_of_organization": "Developer group",
        "Organization_description": "Creative Commons Uruguay's mission is to support an open and accessible Internet, foster better of free knowledge.",
        "Sector": "IT and geospatial",
        "URL": "http://www.creativecommons.uy/",
        "City": "Montevideo",
        "State_County": "Montevideo Department",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Arts and culture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "platform Autores uses cultural open data",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "CompuSense automation",
        "Type_of_organization": "For-profit",
        "Organization_description": "Compusense Automation provides a variety of GIS and mapping services such as landuse pattern, environmental impact assessment, forest mapping.",
        "Sector": "IT and geospatial",
        "URL": "http://compusense.in/",
        "City": "Ahmedabad",
        "State_County": "",
        "Founding_year": "1997",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open geographical data for field visualization in urban planning and environmental policy making.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Codeando Mexico",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Codeando Mexico seeks to empower citizens through tools that redesign citizenship and government in the digital age.",
        "Sector": "IT and geospatial",
        "URL": "http://codeandomexico.org",
        "City": "Mexico City",
        "State_County": "",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Education, Geospatial, Public safety, Finance",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Code for Northern Virginia",
        "Type_of_organization": "Developer group",
        "Organization_description": "Code for Northern Virginia (NoVA) are developers, designers, data geeks, leaders, and idea-makers who volunteer to help Arlington County, Alexandria City, and Fairfax County governments and civic orgs adopt open web technologies.",
        "Sector": "IT and geospatial",
        "URL": "http://codefornova.org/",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "developing a Patent Tracker with National Science Foundation &amp; NoVA Business using USPTO data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Citymapper",
        "Type_of_organization": "For-profit",
        "Organization_description": "Citymapper Limited develop mobile applications.",
        "Sector": "IT and geospatial",
        "URL": "https://citymapper.com/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Bus Mapper uses open transport data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CGI",
        "Type_of_organization": "For-profit",
        "Organization_description": "CGI provides end-to-end IT and business process services that facilitate the ongoing evolution of its clients' businesses.",
        "Sector": "IT and geospatial",
        "URL": "http://www.cgi.com/en",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "1976",
        "Size": "1000+",
        "Type_of_data_used": "Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Has developed various government data portal, such as HealthCare.gov.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Center for Neighborhood Technology",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "CNT delivers game-changing research, tools, and solutions to create sustainable + equitable communities.",
        "Sector": "IT and geospatial",
        "URL": "http://www.cnt.org/",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "1978",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "uses open data in various project - e.g. Transit Future",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Caravan Studios",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Caravan Studios build apps for social good and they build them along with the community who needs them.",
        "Sector": "IT and geospatial",
        "URL": "http://www.caravanstudios.org/#!range/c1ht6",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "apps - e.g. Range - a mobile app that locates the time and place where free summer meals are served to children who are hungry (especially during summer when no free school meals are available).",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Captricity",
        "Type_of_organization": "For-profit",
        "Organization_description": "Captricity is a tech startup that has launched a completely self-serve data entry web service which extracts structured information, including handwriting, from paper forms.",
        "Sector": "IT and geospatial",
        "URL": "http://captricity.com",
        "City": "Berkeley",
        "State_County": "CA",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Economic",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Is a relevant player in open data by providing services around data.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Finland",
        "Country_income_level": "High income",
        "Organization_name": "BlindSquare",
        "Type_of_organization": "For-profit",
        "Organization_description": "BlindSquare is a GPS-app developed for the blind or visually impaired. It describes the environment, announces points of interest and street intersections as you travel.",
        "Sector": "IT and geospatial",
        "URL": "http://blindsquare.com/",
        "City": "Helsinki",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "GPS, Open Data, and high-quality speech synthesis are among the key technologies that made the successful creation of the app possible.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Birds Eye Systems Private Limited (Ridlr)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Birds Eye Systems provides real time traffic information to road commuters in India and help streamline traffic flows.",
        "Sector": "IT and geospatial",
        "URL": "https://ridlr.in/",
        "City": "Mumbai",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Birds Eye Systems make use of transportation data to show accurate and up-to-date information of congestion - average conditions and smooth flowing traffic conditions on a digital map.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "bigml",
        "Type_of_organization": "For-profit",
        "Organization_description": "BigML offers cloud-based machine learning services, distributed systems, and data visualization",
        "Sector": "IT and geospatial",
        "URL": "https://bigml.com/",
        "City": "Corvallis",
        "State_County": "OR",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "using thousands of public data sources in bigml platform for demonstration",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Azavea",
        "Type_of_organization": "For-profit",
        "Organization_description": "Azavea is a geospatial analysis (GIS) software development firm specializing in creating location-based web and mobile software as well as geospatial analysis services.",
        "Sector": "IT and geospatial",
        "URL": "http://azavea.com",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Agriculture, Agriculture, Geospatial, Energy, Legal, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses geospatial data to develop geospatial analysis (GIS) software.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Atlantia Search",
        "Type_of_organization": "For-profit",
        "Organization_description": "Atlantia Search is an online platform that provides in-demand information. They generate specialized research by investigating, validating, and compiling analytics reports.",
        "Sector": "IT and geospatial",
        "URL": "http://www.atlantiasearch.com",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Business, Economic, Economic, Environment, Geospatial, Energy, Legal, Public safety, Housing, Transportation, Finance, Science and research, Consumer, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "open data used to conduct competitive and market analysis - produce sector benchmarks and create databases.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Appallicious",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Appallicious Mobile Commerce Platform is a technology for government and business to go mobile.",
        "Sector": "IT and geospatial",
        "URL": "http://appallicious.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Health, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Creates products to help banks, businesses and government create opportunity, savings, efficiency and value from all types of data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Aporta",
        "Type_of_organization": "For-profit",
        "Organization_description": "Aporta provides a web site that leverages the power of the Internet and technology to process charitable donations.",
        "Sector": "IT and geospatial",
        "URL": "http://aporta.org.mx",
        "City": "Monterrey",
        "State_County": "Nuevo Leon",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Business, Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Use open data to analyze the non-profit sector.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Apigee",
        "Type_of_organization": "For-profit",
        "Organization_description": "Apigee delivers an intelligent API platform to help companies use their enterprise data and services to create connected digital experiences for customers, partners and employees.",
        "Sector": "IT and geospatial",
        "URL": "http://apigee.com/",
        "City": "San Jose",
        "State_County": "CA",
        "Founding_year": "2004",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "develops infrastructure for creating and operating apps and APIs.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Amazon Web Services",
        "Type_of_organization": "For-profit",
        "Organization_description": "Amazon provides cloud computing services through Amazon Web Services to a range of clients.",
        "Sector": "IT and geospatial",
        "URL": "http://aws.amazon.com",
        "City": "Seattle",
        "State_County": "WA",
        "Founding_year": "2007",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Ajah Fundtracker",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ajah is a software company that builds tools that the Canadian non-profit sector needs.",
        "Sector": "IT and geospatial",
        "URL": "http://www.ajah.ca",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "combines open and public data with own research to help funders and non-profits better understand the patterns, and specifically the risks and opportunities in their funding environment.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Ireland",
        "Country_income_level": "High income",
        "Organization_name": "Aianalytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Applied Intelligence Analytics develops customer-tailored data analytics software solutions, by identifying business risks and providing actionable insights for risk management.",
        "Sector": "IT and geospatial",
        "URL": "http://www.aianalytics.ie/index.html",
        "City": "Dublin",
        "State_County": "Dublin",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Aianalytics uses data from government agencies to provide data analytics solutions for detecting fraud (fraud control) - threats detection - and cybersecurity. It also uses analytics solutions to provide other forms of risk management to companies and public organisations",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "21c Consultancy",
        "Type_of_organization": "For-profit",
        "Organization_description": "21c is ICT innovation consultancy which advises international actors, institutions and governments around the world on technological trends which can affect the way they deliver services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.21cconsultancy.com/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "Help cities to Open Data and work smarter and deliver results",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Launch Open Data projects of Citadel on the Move, Open Transport Net, ECIM, agINFRA, which provide government connections, transport-related services, smarter mobility services, agricultural industry conncetions.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "unlocking the fuel for Open Innovation and Smarter Services",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Colombia",
        "Country_income_level": "Upper middle income",
        "Organization_name": "GeoCensos Foundation",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "GeoCensos generates, opens and publishes geo data, and organizes participative events and technology projects related to space , territory and geo-data censuses in Spanish-speaking countries.",
        "Sector": "IT and geospatial",
        "URL": "http://www.geocensos.com",
        "City": "Bogota",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Health, Environment, Environment, Geospatial, Geospatial, Geospatial, Geospatial, Geospatial, Geospatial, Geospatial, Geospatial, Public safety, Public safety, Housing, Housing, Housing, Weather, Weather, International development, Science and research, Science and research, Science and research, Tourism",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Opens and publishes geo data in Spanish-speaking countries.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Geospatial trends - open data and access to information",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Amigo Optima",
        "Type_of_organization": "For-profit",
        "Organization_description": "Amigo Optima Software Solutions Pvt Ltd. provides IT customized solutions across various industries.",
        "Sector": "IT and geospatial",
        "URL": "http://www.amigooptima.com/",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Integrate geospatial data into its services and products",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Ukraine",
        "Country_income_level": "Lower middle income",
        "Organization_name": "City Scale",
        "Type_of_organization": "For-profit",
        "Organization_description": "An interactive map of Kiev created by Ukrainian developers",
        "Sector": "IT and geospatial",
        "URL": "http://www.cityscale.com.ua/",
        "City": "Kiev",
        "State_County": "Kyiv city",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Education, Health, Environment, Public safety, Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Represent housing data in interactive maps. Features a range of data \u2013 from crime rates, lists of hospitals and schools to ecological indicators and the cost of housing in terms of renting and buying.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Ghana",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Code for Ghana",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Code for Ghana is part of the Code for Africa initiative which aims to use open data and technology to promote responsive, innovative and effective governance.",
        "Sector": "IT and geospatial",
        "URL": "http://www.codeforghana.org/",
        "City": "Madina",
        "State_County": "Greater Accra Region",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Education, Health, Agriculture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Various projects, e.g. Odekro, Where My Money Dey?",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Nigeria",
        "Country_income_level": "Lower middle income",
        "Organization_name": "CrowdMap IT",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "CrowdMapIT develops an open access geospatial solution to help support local governance and low budget development projects.",
        "Sector": "IT and geospatial",
        "URL": "http://www.cMapIT.com",
        "City": "",
        "State_County": "Lagos",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "CrowdMap makes spreadsheets into geoJSON format for developers.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Uruguay",
        "Country_income_level": "High income",
        "Organization_name": "DATA Uruguay",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "DATA Uruguay creates social tools and promotes social activism through the use of open civic data and technology.",
        "Sector": "IT and geospatial",
        "URL": "http://www.datauy.org/",
        "City": "Montevideo",
        "State_County": "Montevideo Department",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Education, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open civic data to create social tools and projects supporting communities such as maps, repositories, etc",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Data{Meet}",
        "Type_of_organization": "Developer group",
        "Organization_description": "DataMeet is a community of data science and open data enthusiasts in India.",
        "Sector": "IT and geospatial",
        "URL": "http://datameet.org/",
        "City": "Bangalore",
        "State_County": "",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Use open data for skill-building, mostly around civic issues. ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Share and improve datasets for use by the community",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "El Salvador",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Datos El Salvador",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The first open data portal of El Salvador. Datos El Salvador opens data from various official sources to provide them to society in reusable formats, and encourages their reuse through research, entrepreneurship and journalism tools.",
        "Sector": "IT and geospatial",
        "URL": "http://www.datoselsalvador.org",
        "City": "San Salvador",
        "State_County": "San Salvador Department",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Encourages reuse through entrepreneurship and",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Opens data from various official sources to provide them to society in reusable formats, and encourages their reuse through research, entrepreneurship and journalism tools.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Excel Geomatics",
        "Type_of_organization": "For-profit",
        "Organization_description": "A consultancy specializing in the exploitation of earth observation data and delivering geographic information solutions to private and public organizations worldwide.",
        "Sector": "IT and geospatial",
        "URL": "http://www.excelgeomatics.com/",
        "City": "Delhi",
        "State_County": "Delhi",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Use open geographical data and satellite data in their provision of geospatial solutions in areas such as forestry, sustainable development, agriculture, oil and gas, power sectors, land management and reform, development planning, flood zone management, infrastructure management, natural resource exploration",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Young Innovations",
        "Type_of_organization": "For-profit",
        "Organization_description": "Young Innovations develops and uses automated tools to collect, curate, analyze and visualize data.",
        "Sector": "IT and geospatial",
        "URL": "http://younginnovations.com.np/",
        "City": "Patan",
        "State_County": "Central Development Region",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Health, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Develop software applications - focusing on open data solutions such as for contracting and financial disclosure.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Mali",
        "Country_income_level": "Low income",
        "Organization_name": "Yeleman",
        "Type_of_organization": "For-profit",
        "Organization_description": "Yeleman is a software development company in Mali.",
        "Sector": "IT and geospatial",
        "URL": "http://yeleman.com/",
        "City": "Bamako",
        "State_County": "Bamako District",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": "Education, Health, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Asset mapping, creation of third party mobile applications (for instance, for ebola response).",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Kenya",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Ushahidi",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Ushahidi is a nonprofit technology company that builds open source platforms to help citizens, journalists, organizations, governments, and others gather, manage, analyze, and visualize crowdsourced data. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.ushahidi.com/",
        "City": "Nairobi",
        "State_County": "Nairobi",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Integrates open data with other data sources in the context of crisis response initiatives.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Kenya",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Upande",
        "Type_of_organization": "For-profit",
        "Organization_description": "Upande works on customized systems that capture, store, analyze, manage, and present data that can be linked to specific locations.",
        "Sector": "IT and geospatial",
        "URL": "http://www.upande.com/",
        "City": "Nairobi",
        "State_County": "Nairobi County",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Environment, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses spatial data in various projects for mapping and visualization.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Moldova",
        "Country_income_level": "Lower middle income",
        "Organization_name": "FusionWorks",
        "Type_of_organization": "For-profit",
        "Organization_description": "FusionWorks is a Moldovan IT Solutions company.",
        "Sector": "IT and geospatial",
        "URL": "http://fusionworks.md/",
        "City": "Chisinau",
        "State_County": "Chisinau",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Education, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Hosts hackathons and workshops using open dat",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Software solutions, hackathons, workshops",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Middle East & North Africa",
        "Country": "Morocco",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Geospheres",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geospheres is a consulting firm that operates in topography and related activities.",
        "Sector": "IT and geospatial",
        "URL": "http://www.geosphereservices.com",
        "City": "Rabat",
        "State_County": "Rabat-Sale-Zemmour-Zaer",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses open data to track land ownership.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Gramener",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gramener transforms data into concise dashboards that make business problems and solutions visually obvious.",
        "Sector": "IT and geospatial",
        "URL": "https://gramener.com/",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "Founding_year": "2011",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Software solutions, data visualizations and analytics",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Humanitarian OpenStreet Map",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Humanitarian OpenStreetMap (HOT) applies the principles of open source and open data sharing for humanitarian response and economic development.",
        "Sector": "IT and geospatial",
        "URL": "https://hotosm.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Geospatial, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Use open data for crisis and non-crisis mapping",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Spageo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spageo technologies is a geospatiall engineering/engineering design and IT consultancy.",
        "Sector": "IT and geospatial",
        "URL": "http://www.spageo.co.in/",
        "City": "Delhi",
        "State_County": "Delhi",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Agriculture, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "GIS analytics and spatial intelligence",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "uses open data to provide a macro perspective in field based sectors such as urban planning, geological services, and transport.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Ukraine",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Social Boost",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Social boost connects individuals with various services such as healthcare",
        "Sector": "IT and geospatial",
        "URL": "http://socialboost.com.ua/",
        "City": "Kiev",
        "State_County": "Kyiv city",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Created a data.ua",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Trainings for government and startups",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Kathmandu Living Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Kathmandu Living Labs harnesses local knowledge, develops open data and promotes civic technologies.",
        "Sector": "IT and geospatial",
        "URL": "http://kathmandulivinglabs.org/",
        "City": "Kathmandu",
        "State_County": "Central Development Region",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provide data in different formats for users, data visualizations and analysis",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Indonesia",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Pulse Lab Jakarta",
        "Type_of_organization": null,
        "Organization_description": "Pulse Lab Jakarta facilitates the adoption of new approaches for applying new, digital data sources and real-time analysis techniques to social development.",
        "Sector": "IT and geospatial",
        "URL": "http://www.unglobalpulse.org/jakarta",
        "City": "Jakarta",
        "State_County": "Special Capital Region of Jakarta",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Energy, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in several projects in Jakarta such as \"Improving Transport Planning Through Real Time Data Analytics\" and \"Haze Gazer\", which is a crisis analysis and visualisation tool that provides real-time situational information to enhance disaster management efforts.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Kenya",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Map Kibera",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Map Kibera's mission is to increase influence and representation of marginalized communities through the creative use of digital tools for action.",
        "Sector": "IT and geospatial",
        "URL": "http://mapkibera.org/",
        "City": "Nairobi",
        "State_County": "Nairobi County",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Education, Education, Health, Geospatial, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Used government data as comparison point to local data collection on school mapping",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Ghana",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Mobile Web Ghana",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Acommunity of Ghanaian mobile entrepreneurs that provides training in mobile technology and business, to help local talent build applications for local communities. ",
        "Sector": "IT and geospatial",
        "URL": "http://mobilewebghana.org/",
        "City": "Accra",
        "State_County": "Greater Accra Region",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Agriculture, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Technology education, app development",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Trend analysis",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Mocioun Techlabs",
        "Type_of_organization": null,
        "Organization_description": "Mocioun TechLabs creates a social mCommerce platform on smartphones.",
        "Sector": "IT and geospatial",
        "URL": "http://talehunt.com/",
        "City": "Kochi",
        "State_County": "Kerala",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses open data for a number of apps, including Market Watch Apps provide live price updates of commodities from various markets (mandis) across India.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Denmark",
        "Country_income_level": "High income",
        "Organization_name": "Picodat",
        "Type_of_organization": "For-profit",
        "Organization_description": "Picodat is the developer of Sunmapper - a web application that enables homeowners to get an overview of the economic benefits of installing solar panels on their roofs. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.picodat.dk/",
        "City": "Copenhagen",
        "State_County": "Capital Region of Denmark",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Sunmapper is a web application that calculates the potential for solar cells on the roof, and gives homeowners an overview of the economy in solar cells. It uses data from the Danish Geodata Agency, and electricity price scenarios from the Danish Energy Agency.  Based on a detailed 3D model of Denmark, Sunmapper calculates how much sun affects the different parts of the rooftop in during the year.  It calculates the most suitable solar cell to places on the roof, so that it produces as much power as possible, as well as the price of the facility, the repayment period, and how much less CO2 it will emit with a photovoltaic system. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Denmark",
        "Country_income_level": "High income",
        "Organization_name": "Geoboxers",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geoboxers provide expertise with geodesy, surveying, modelling, GIS, programming and handling of all kinds of BIG geospatial data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.geoboxers.com/",
        "City": "Copenhagen",
        "State_County": "Capital Region of Denmark",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "The organization uses open 3D maps from different cities in Denmark to build Denmark in Minecraft., thereby selling bits of Denmark in Minecraft to different purposes, such as teaching. ",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Germany",
        "Country_income_level": "High income",
        "Organization_name": "meggsimum",
        "Type_of_organization": "For-profit",
        "Organization_description": "meggsimum is a geoinformatics office providing services around Open Source Geographical Information Systems (GIS), Spatial Data Infrastructures (SDI) and open geodata. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.meggsimum.de",
        "City": "Dannstadt-Schauernheim",
        "State_County": "Rhineland-Palatinate",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Environment, Geospatial, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "meggsimum develops and provides open source software to work with open (geo) data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Brazil",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Neoway Business Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Neoway is a big data and analytics company. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.neoway.com.br/",
        "City": "Florian\u00c3\u00b3polis",
        "State_County": "State of Santa Catarina",
        "Founding_year": "2002",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Business, Geospatial, Legal, Transportation, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The organization maintains a database with data from over 600 sources, form which it conducts predictive models and analysis. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Brazil",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Grafeno6",
        "Type_of_organization": "For-profit",
        "Organization_description": "Grafeno6 uses technology to provide information on government procurement. ",
        "Sector": "IT and geospatial",
        "URL": "http://grafeno6.com/",
        "City": "S\u00e3o Paulo",
        "State_County": null,
        "Founding_year": "2000",
        "Size": "",
        "Type_of_data_used": "Government operations, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses machine learning to find average prices over time for each kind of product that governments have bought through procurement. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "HowIndiaLives",
        "Type_of_organization": "For-profit",
        "Organization_description": "How India Lives is an Internet-based application that aims to organize a massive amount of public data on India, and make it available in a searchable, comparable and visual format.",
        "Sector": "IT and geospatial",
        "URL": "http://howindialives.com/",
        "City": "Delhi",
        "State_County": "Delhi",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "HowIndiaWorks collates and organizes disparate public data into a large Web-based repository, and also conducts data analysis, visualizations, dashboards and story-telling for a variety of companies, nonprofits and research organizations. The organization also creates data stories, both in interactive and infographic forms for Mint, India\u00e2\u20ac\u2122s second-largest business daily. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Open Bangalore",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Bangalore provides an open data repository of data, code and artifacts related to Bangalore.",
        "Sector": "IT and geospatial",
        "URL": "http://opencity.in/city/bengaluru",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2000",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Geospatial, Public safety, Transportation, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides a number of datasets in machine readable formats for Bangalore, including ward maps, lists of school, transportation routes, meteorological data, population statistics and police information.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Pykih",
        "Type_of_organization": "For-profit",
        "Organization_description": "Pykih builds visuals interfaces that help users digest information easily.",
        "Sector": "IT and geospatial",
        "URL": "https://pykih.com/",
        "City": "Mumbai",
        "State_County": "Maharashtra",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Use open data to build data visualizations products and websites",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "I-Tech Mission Private Limited (iTM)",
        "Type_of_organization": "For-profit",
        "Organization_description": "An ISO certified social impact company developing technology solutions for public good.",
        "Sector": "IT and geospatial",
        "URL": "http://www.itechmission.org",
        "City": "New Delhi",
        "State_County": "Delhi",
        "Founding_year": "2016",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Health, Agriculture, Economic, Environment, Geospatial, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Open data monitoring and reporting platforms, interactive data dashboards",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Italy",
        "Country_income_level": "High income",
        "Organization_name": "Gter srl",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gter srl works with Geographic Free and Open Source Software (GFOSS) and/or producing or consuming Geographical Open Data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.gter.it",
        "City": "Genoa",
        "State_County": "Liguria",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Agriculture, Environment, Geospatial, Weather, Science and research, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "A number of geo web services",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Selkirk Geospatial Research Centre",
        "Type_of_organization": "Academic institution",
        "Organization_description": "The Selkirk Geospatial Research Centre (SGRC) is a research centre specializing in geospatial technologies to aid in solving critical issues pertaining to environmental and socio-economic problems.",
        "Sector": "IT and geospatial",
        "URL": "http://www.sgrc.selkirk.ca/",
        "City": "Castlegar",
        "State_County": "British Columbia",
        "Founding_year": "2003",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Health, Health, Business, Business, Economic, Economic, Environment, Environment, Geospatial, Geospatial",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data for advocacy on issues relating to the environment, economic development, healthcare, and open government.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "In curriculum at Selkirk College for Geographic Information Systems.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Research in biodiverstiy, watershed protection, soil productivity, and forest management, as well as rural economic development, and open data for open government in rural BC.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Urban Intelligence",
        "Type_of_organization": "For-profit",
        "Organization_description": "Bringing together planning policy, we make it easier for developers to spot opportunities through the use of data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.urbanintelligence.co.uk",
        "City": "London",
        "State_County": "England",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Health, Agriculture, Business, Economic, Economic, Environment, Geospatial, Geospatial, Legal, Legal, Public safety, Housing, Housing, Transportation, Transportation, International development, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "We're aggregating data to make it easier for developers and planners to make better data-driven decisions.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "TMS Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "TMS Technologies provides integration and consulting services for different platforms. ",
        "Sector": "IT and geospatial",
        "URL": "https://data4matching.com/en",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "2000",
        "Size": "1 to 10",
        "Type_of_data_used": "Environment, Geospatial, Housing, Transportation, Weather, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "A number of products that use data from Taiwan's open data platform, including: DATABAR which includes an instant road speed database, Speed camera point dataset, and Gas stations point dataset; SmartRobot, which provides answers to customer questions on real estate and transportation; and Smart Flood Monitoring Prevention System,  a real-time flooding monitoring system provides prediction and alerts.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "China",
        "Country_income_level": "Upper middle income",
        "Organization_name": "SuperMap",
        "Type_of_organization": "For-profit",
        "Organization_description": "SuperMap is a GIS platform software and service provider.",
        "Sector": "IT and geospatial",
        "URL": "https://www.supermap.com/en/",
        "City": "Beijing",
        "State_County": "Beijing",
        "Founding_year": "1981",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": null,
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": null,
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": null,
        "Application_Research": "FALSE",
        "Research_Description": null,
        "Application_Other": "FALSE",
        "Other_Description": null
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Bosnia and Herzegovina",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Clean List",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Clean List works to evaluate the work of the individuals from the existing political parties that have participated in the work of the government in the executive or legislative positions over a course of years.",
        "Sector": "IT and geospatial",
        "URL": "http://cisteliste.ba/",
        "City": "Sarajevo",
        "State_County": null,
        "Founding_year": "2014",
        "Size": "",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": null,
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": null,
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": null,
        "Application_Research": "FALSE",
        "Research_Description": null,
        "Application_Other": "FALSE",
        "Other_Description": null
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "import.io",
        "Type_of_organization": "For-profit",
        "Organization_description": "Import.io is a data browser that uses a desktop app to convert websites into a table of data or structured API stored on a cloud platform.",
        "Sector": "IT and geospatial",
        "URL": "http://import.io/",
        "City": "San Jose",
        "State_County": "California",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Bikas Udhyami: Nepal in Data",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Bikas Udhyami/Nepal in Data through its development data portal/initiative contributes to the increased availability and accessibility of data and statistics and enhanced data literacy in Nepal. The portal provides access to over 2200 official government data on various sections of society. Users can compare different indicators and visualize and download data. Other features include an interactive timeline, a data calendar, infographics, news and resources.",
        "Sector": "IT and geospatial",
        "URL": "http://www.nepalindata.com",
        "City": "Kathmandu",
        "State_County": "Central Development Region",
        "Founding_year": "2016",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Business, Economic, Environment, Energy, Legal, Housing, Transportation, International development, Finance, Tourism",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Nepal in Data promotes the use of data to inform evidence-based policy and decision making in Nepal",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Nepal in Data supports organizations who are seeking to advise on data, data collection, management, analysis, visualization and dissemination for their product or services.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Nepal in Data uses data for its own research as well as helps researchers who are looking for data",
        "Application_Other": "TRUE",
        "Other_Description": "Nepal in Data visualizes data  and statistics in interesting and engaging ways to enhance data literacy in Nepal. The initiative conducts training for government officials, civil society organizations, educational institutions and students, and journalists on data collection, management, analysis and visualization."
    },
    {
        "Region": "Middle East & North Africa",
        "Country": "Israel",
        "Country_income_level": "High income",
        "Organization_name": "Apert.io",
        "Type_of_organization": "For-profit",
        "Organization_description": "Apert.io technologies is a start up building the first global search engine for open data. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.apert.io/",
        "City": "Tel Aviv",
        "State_County": "",
        "Founding_year": "2017",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": null,
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": null,
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": null,
        "Application_Research": "FALSE",
        "Research_Description": null,
        "Application_Other": "FALSE",
        "Other_Description": null
    }
]