[
    {
        "Region": "East Asia & Pacific",
        "Country": "China",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Institute of Geographic Sciences and Natural Resources Research (IGSNRR)",
        "Type_of_organization": "Other",
        "Organization_description": "IGSNRR is a multidisciplinary research institute focusing on physical geography and global change, human geography and regional development, natural resources and the environment, geographical information systems and surface simulation, the terrestrial water cycle and water resources, ecosystem network observation and modeling, and Chinese agricultural policy.",
        "Sector": "Business, research and consulting",
        "URL": "http://english.igsnrr.cas.cn/",
        "City": "Beijing",
        "State_County": "Beijing",
        "Founding_year": "1999",
        "Size": "1 to 10",
        "Type_of_data_used": "Environment, Weather, 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": "The Data Sharing Infrastructure of Earth System Science platform collects and posts basic geographic, ecological, environmental, socioeconomic datasets of China, especially North of Himalaya Mountain Region for scientists all over the world. ",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "China",
        "Country_income_level": "Upper middle income",
        "Organization_name": "The Cold and Arid Regions Environmental and Engineering Research Institute ",
        "Type_of_organization": "Other",
        "Organization_description": "CAREERI aims at incubating scientists in the field of science, technology and engineering for developing West China, and at becoming an Asian base and international center for research on and academic exchange for cold and arid regions sciences and engineering.",
        "Sector": "Business, research and consulting",
        "URL": "http://english.ucas.ac.cn/",
        "City": "Beijing",
        "State_County": "Beijing",
        "Founding_year": "1999",
        "Size": "1000+",
        "Type_of_data_used": "Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "The project Chinese Western Environment and Ecological Science Data Center collects and hosts China Cold and Arid Regions Features data, promote its sharing, and the value of scientific data results.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Netherlands",
        "Country_income_level": "High income",
        "Organization_name": "Goossens Firm (Advocatenkantoor Goossens)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Goossens Firm is a law office specialised in litigation as well as legal consultancy.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.advocatengoossens.nl/",
        "City": "Asten",
        "State_County": "North Brabant",
        "Founding_year": "2015",
        "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": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Austria",
        "Country_income_level": "High income",
        "Organization_name": "KDZ - Centre for Public Administration Research",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The KDZ Centre for Public Administration Research is a competence centre and knowledge platform for the public sector. It specializes in public management/governance, financial management and city management, offering applied research, consulting and professional training to the public sector. ",
        "Sector": "Business, research and consulting",
        "URL": "http://www.kdz.or.at",
        "City": "Vienna",
        "State_County": "Vienna",
        "Founding_year": "1969",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Finance, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "consulting for public sector organisations",
        "Application_Research": "TRUE",
        "Research_Description": "analysis allocation of funds between state agencies",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Community Legal Services",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Community Legal Services provide free direct legal representation to, community education for, and systemic advocacy on behalf of low-income Philadelphians. ",
        "Sector": "Business, research and consulting",
        "URL": "http://www.clsphila.org",
        "City": "Philadelphia",
        "State_County": "Pennsylvania",
        "Founding_year": "1966",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Geospatial, Geospatial, Legal, Legal, Housing, Consumer",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "We use open data to provide context and empirical evidence to explain patterns and stories that we see among our clients. We have used open data to advocate for better criminal record hiring policies, for improving the way the state Department of Health overseas nursing homes, and to reduce the bail debt sought by the city of Philadelphia from decades old cases.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "We look at demographic and other social information gleaned from open data and compare it to our case management system to target neighborhoods that are currently underserved.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Hobart Machined Products",
        "Type_of_organization": "For-profit",
        "Organization_description": "Hobart Machined Products is a small business specializing in aerospace, space, medical electronics and commercial products.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.hobartmachined.com/",
        "City": "Hobart",
        "State_County": "Washington",
        "Founding_year": "1988",
        "Size": "1 to 10",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to gain and validate information and to contact legislators.",
        "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": "Washington Business Alliance",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Washington Business Alliance is a statewide business organization whose mission is to help solve the state's most critical issues by working collaboratively, catalyzing business leadership, bipartisan problem-solving, and data-driven strategies.",
        "Sector": "Business, research and consulting",
        "URL": "http://planwashington.org/",
        "City": "Olympia",
        "State_County": "Washington",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Business, Economic, Economic, Environment, Energy, Legal, Transportation, Finance, Science and research, Consumer, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to create data visualizations about the state of Washington in various topics (e.g. economy, environment, ediucation, elections).",
        "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": "Washington Hospitality Association",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Washington Hospitality Association is a business association representing the state\u00e2\u20ac\u2122s hospitality industry.",
        "Sector": "Business, research and consulting",
        "URL": "https://wahospitality.org/",
        "City": "Olympia",
        "State_County": "Washington",
        "Founding_year": "1929",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Economic, Geospatial, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data, such as data from Department of Revenue and from Employment Security, to create an annual stat book that provides a snapshot of the industry, including operational, sales trends and employment trends. ",
        "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": "Wips",
        "Type_of_organization": "For-profit",
        "Organization_description": "Wips is an online global patent service that has expanded its business area into the survey-analysis-consulting of the whole knowledge property from patent to trademark and design.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.wipscorp.com",
        "City": "Seoul",
        "State_County": "",
        "Founding_year": "1999",
        "Size": "201 to 1000",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data on patents to provide online database and other services in the realm of intellectual property.",
        "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": "Seeders",
        "Type_of_organization": "For-profit",
        "Organization_description": "Seeders bridges the gap between research and practice by analyzing the existing knowledge and gene information necessary for breeding using bioinformatics technology and applying them to breeding fields. ",
        "Sector": "Business, research and consulting",
        "URL": "http://www.seeders.co.kr",
        "City": "Daejeon",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "",
        "Type_of_data_used": "Agriculture",
        "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 agriculture open data such as seeds genomic data to conduct bioinformatic genomic analysis research.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Korea, Rep.",
        "Country_income_level": "High income",
        "Organization_name": "Y. P. Lee, Mock and Partners",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mok Patent Corp. offers solutions related to intellectual property rights, including patent technology and intellectual rights such as trademarks, design and copyrights.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.leemock.com",
        "City": "Seoul",
        "State_County": "",
        "Founding_year": "1985",
        "Size": "201 to 1000",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Use open patent data to provide legal services in the realm of Intellectual Property.",
        "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": "Growing Routes",
        "Type_of_organization": "For-profit",
        "Organization_description": "Growing Routes is a website with online heat map to help businesses identify areas of opportunity along the Wales Coast Path and aid economic growth.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.growingroutes.org.uk/",
        "City": "Charlbury",
        "State_County": "England",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Environment, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Growing Routes uses environmental data, as well as ordnance survey to help businesses map and identify job and business opportunities on the Wales Coast Path for local residents.",
        "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": "Relman, Dane & Colfax",
        "Type_of_organization": "For-profit",
        "Organization_description": "Relman, Dane &amp; Colfax is a civil rights law firm that litigate civil rights cases.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.relmanlaw.com",
        "City": "Washington",
        "State_County": "District of Columbia",
        "Founding_year": "2015",
        "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": "As civil rights attorneys, Relman and Colfax combine data from multiple sources (public GIS data, water billing data and demographic data) to create maps that establish clear patterns of racial discrimination.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Slovak Republic",
        "Country_income_level": "High income",
        "Organization_name": "Slovak Governance Institute",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Slovak Governance Institute is a not-for-profit research and policy institution whose principal research focus is on issues of social and labour market policy, governance, e-governance and e-citizenship.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.governance.sk",
        "City": "Bratislava",
        "State_County": "Bratislava Region",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "SGI uses open data on issues such as public contracting to produce scientific research in the realm of governance.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Germany",
        "Country_income_level": "High income",
        "Organization_name": "Zeiss Major Planetarieum",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Zeiss Major Planetarium in Berlin is one of the largest modern stellar theatres in Europe.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.sdtb.de/zgp",
        "City": "Berlin",
        "State_County": "Berlin",
        "Founding_year": "1987",
        "Size": "",
        "Type_of_data_used": "Geospatial, Science and research",
        "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": "Europe & Central Asia",
        "Country": "Germany",
        "Country_income_level": "High income",
        "Organization_name": "Implisense",
        "Type_of_organization": "For-profit",
        "Organization_description": "Implisense offers a Search For New Business software to discover B2B leads in the German market. Customers can use it's software-as-a-service to analyse their existing customer base and to get recommendations for new leads and partners.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.implisense.com",
        "City": "Berlin",
        "State_County": "Berlin",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Economic, Geospatial, Housing, Housing, 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": "Ravellaw",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ravellaw is a legal search, analytics, and visualization platform. ",
        "Sector": "Business, research and consulting",
        "URL": "https://www.ravellaw.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "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": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Ocimum Biosolutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ocimum Biosolutions is a global integrated genomic services company providing comprehensive bio informatic services, reference databases, genomic services and LIMS solutions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.ocimumbio.com/",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "Founding_year": "2000",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "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": "Estonia",
        "Country_income_level": "High income",
        "Organization_name": "Praxis",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Praxis is an experienced and recognised socio-economic research centre in Estonia.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.praxis.ee/en",
        "City": "Tallinn",
        "State_County": "Harju maakond",
        "Founding_year": "2000",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Economic",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to offer socio-economic research and consulting services for strategies and legislation drafts",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "AMAI",
        "Type_of_organization": "Other",
        "Organization_description": "The Amai is a professional association in Latin America focused on industry intelligence applied to business and social issues.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.amai.org/",
        "City": "Ciudad de M\u00c3\u00a9xico",
        "State_County": "Distrito Federal",
        "Founding_year": "1992",
        "Size": "1000+",
        "Type_of_data_used": "Government operations, Demographic and social, 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": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Infometer (\"IRSI\" LLC)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Infometer audits, advises and refines \u00c2\u00a0the implementation of requirements for Open Data publication. ",
        "Sector": "Business, research and consulting",
        "URL": "http://infometer.org",
        "City": "Saint Petersburg",
        "State_County": "Saint Petersburg",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Education, Health, Health, Agriculture, Agriculture, Economic, Economic, Environment, Environment, Geospatial, Geospatial, Energy, Energy, Public safety, Public safety, Transportation, Transportation, Weather, Weather, Finance, Finance, Tourism, Tourism, Arts and culture, 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": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CrowdWatch",
        "Type_of_organization": "For-profit",
        "Organization_description": "Crowdnetic is a provider of technology and market data solutions to the marketplace lending and crowdfunded-securities industries.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.crowdwatch.nl/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open government data in conjunction with private business data to aggregate and normalize information for companies",
        "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": "Pew Research Center",
        "Type_of_organization": "For-profit",
        "Organization_description": "Pew Research Center is a nonpartisan fact tank that informs the public about the issues, attitudes and trends shaping America and the world by conducting public opinion polling, demographic research, media content analysis and other empirical social science research.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.pewresearch.org/",
        "City": "Washington",
        "State_County": "District of Columbia",
        "Founding_year": "2004",
        "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",
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        "Advocacy_description": "",
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        "Advocacy_description": "",
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        "Product_Service_Description": "uses open data to provide Web Hosting services for municipal governments, Web Hosting Add-ons, MuniPRO Subscriptions for government and research professionals, and digital versions of our publications for offline use",
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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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        "Region": "North America",
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        "Country_income_level": "High income",
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        "Organization_description": "Geoscape provides consumer intelligence via strategic business consulting, database-driven analytics and automated systems.",
        "Sector": "Business, research and consulting",
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        "State_County": "Florida",
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        "Organization_description": "FirstPoint is a national provider of information and operation services, offering Equifax credit solutions, revenue cycle management, decision data and organizational management.",
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        "Size": "51 to 200",
        "Type_of_data_used": "Legal, Transportation",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Sector": "Business, research and consulting",
        "URL": "http://www.experian.com",
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        "Size": "1000+",
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        "Advocacy_description": "",
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        "Country_income_level": "High income",
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        "Organizational_Optimization_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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        "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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        "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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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Type_of_data_used": "Economic",
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        "Type_of_data_used": null,
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "Organization_description": "Fastcase puts the American law library on desktops by providing online access to millions of cases, statutes, and regulations.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.fastcase.com/",
        "City": "Washington",
        "State_County": "District of Columbia",
        "Founding_year": "1999",
        "Size": "51 to 200",
        "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": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Ecodesk",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ecodesk is a global supply chain sustainability service provider using an open cloud-based sustainability platform.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.ecodesk.com",
        "City": "Bristol",
        "State_County": "",
        "Founding_year": "2010",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Dun Bradstreet",
        "Type_of_organization": "For-profit",
        "Organization_description": "Dun Bradstreet is a global source of business insight, delivered through a commercial database containing information on over 225 million corporate locations in over 190 countries.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.dnb.com/",
        "City": "Millburn",
        "State_County": "New Jersey",
        "Founding_year": "0",
        "Size": "201 to 1000",
        "Type_of_data_used": "Legal, 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": "Thermo Fisher Scientific",
        "Type_of_organization": "For-profit",
        "Organization_description": "The goal of Thermo Fisher Scientific is to help customers accelerate life sciences research, solve complex analytical challenges, improve patient diagnostics and increase laboratory productivity. ",
        "Sector": "Business, research and consulting",
        "URL": "http://www.thermofisher.com",
        "City": "Waltham",
        "State_County": "Massachusetts",
        "Founding_year": "2015",
        "Size": "1000+",
        "Type_of_data_used": "Health",
        "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": "Sage Bionetworks",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Sage Bionetworks works to redefine how complex open biological data is gathered, shared and used. ",
        "Sector": "Business, research and consulting",
        "URL": "http://sagebase.org/",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Health",
        "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": "Owler",
        "Type_of_organization": "For-profit",
        "Organization_description": "Owler is a mobile and online resource that helps users follow, track, and research companies.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.owler.com/",
        "City": "San Mateo",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Legal Science",
        "Type_of_organization": "For-profit",
        "Organization_description": "LSP uses scientific methods and its own copyrighted software to collect, code and publish statutory and regulatory legal information that is up-to-date, reliable and cost-efficient.",
        "Sector": "Business, research and consulting",
        "URL": "http://legalscience.com/",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "creates a platform which transfer law to be turned into scientific data, allowing statistical analyses and comparisons across space and time",
        "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": "SB Consulting for Development",
        "Type_of_organization": "For-profit",
        "Organization_description": "SB Consulting (SBC4D) specializes in research &amp; development, program management and execution in the ICTD sector. ",
        "Sector": "Business, research and consulting",
        "URL": "http://www.sbc4d.com/",
        "City": "Toulouse",
        "State_County": "Midi-Pyr\u00c3\u00a9n\u00c3\u00a9es",
        "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": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "MITEF Mexico",
        "Type_of_organization": "For-profit",
        "Organization_description": "The MIT Enterprise Forum is a global organization of local chapters, affiliated with the Massachusetts Institute of Technology (MIT) that is open to all participants in the entrepreneurial ecosystem.",
        "Sector": "Business, research and consulting",
        "URL": "http://mitefmexico.org",
        "City": "Guadalajara",
        "State_County": "Jalisco",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Business, Economic, Economic, Environment, Geospatial, Energy, Public safety, Housing, Transportation, Weather, Finance, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide relevant information on enterpreneurship to its members.",
        "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": "Intelligent Decision Makers",
        "Type_of_organization": "For-profit",
        "Organization_description": "IDM helps brands in Latin America implement a better ROI stategy.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.idm.com.mx/",
        "City": "Naucalpan",
        "State_County": "State of Mexico",
        "Founding_year": "1988",
        "Size": "",
        "Type_of_data_used": "Demographic and social, Economic, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses geospatial open data to provide geospatial services and market research.",
        "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": "Exponential Knowledge",
        "Type_of_organization": "For-profit",
        "Organization_description": "Exponential Knowledge is a leading consultant in Social Media Intelligence for market analysis.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.exponentialknowledge.com/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Education, Economic, Geospatial, Energy, Public safety, Finance, Science and research, Consumer",
        "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": "The Narval World (El Narval Mundial)",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Narval World (El Narval Mundial) offers consulting services for the creation and activation of communities by supporting the development of a civic consciousness among neighbors and advising institutions and companies in building links with their immediate communities.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.elnarval.org",
        "City": "San Pedro Garza Garc\u00c3\u00ada",
        "State_County": "Nuevo Leon",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Education, Health, Agriculture, Environment, Geospatial, Public safety, Housing, Transportation, Weather, Consumer",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various civic projects to activate communities.",
        "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": "TIS Consulting Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "TIS Consulting Group helps organizations help themselves by unearthing the fundamental factors that need to be addressed to reach success by applying the right set of technologies and practices to its particular situation.",
        "Sector": "Business, research and consulting",
        "URL": "http://tisconsulting.org/",
        "City": "Phoenix",
        "State_County": "Arizona",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Health, Agriculture, Economic, Geospatial, Transportation, Consumer, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to provide consultancy focused on addressing operational, tactical and strategic productivity problems faced by organizations from the analytical sound perspective.",
        "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": "TNS",
        "Type_of_organization": "For-profit",
        "Organization_description": "TNS Mexico offers unique insight and understanding for businesses seeking growth strategies in one of Latin America's most important markets.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.tnsglobal.com/office/tns-mexico",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "1970",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Education, Health, Agriculture, Economic, Transportation, Consumer, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to help clients develop their business plan by using a graph tool to visualize the potential customer growth in a particular market. ",
        "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": "Descifra",
        "Type_of_organization": "For-profit",
        "Organization_description": "Descifra is a service that helps interpret micro markets (Hyper-Local Marketing) by means of tables, graphs and maps, using socioeconomic data and statistics as well as business directories that will show 2km information about your business, a colony or a zip code.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.descifra.mx/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Business, Economic, Geospatial, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide firms with information about their market.",
        "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": "Block Urbanism (Cuadra Urbanismo)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Block Urbanism is a collective dedicated to sustainable urban discipline from a disciplinary perspective, in which social, environmental, cultural, economic and spatial elements is combined.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.cuadraurbanismo.com/",
        "City": "Guadalajara",
        "State_County": "Jalisco",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Economic, Environment, Geospatial, Public safety, Housing, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various civic projects, such as Peatones, and Transporte.",
        "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": "CREA",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Crea Comunidades de Emprendedores Sociales, A.C. (CREA) is a Civil Society Organization that develops and implements unique and customized programs to empower and encourage women entrepreneurs and businesswomen in socially and economically marginalized areas.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.crea.org.mx/",
        "City": "Mexico City",
        "State_County": "",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Business, Economic, Finance",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses census open data to provide social programs for citizen empowerment.",
        "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": "Employer Confederation of the Mexican Republic (Confederaci\u00f3n Patronal de la Republica Mexicana [COPARMEX]) ",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "COPARMEX helps establish conditions for the prosperity of all Mexicans by promoting increasing social cohesion, enabling companies to develop, multiply and fulfill their creative function of employment and wealth with social responsibility.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.coparmex.org.mx/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "1929",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide information about labor and the private sector to its members.",
        "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": "C230 Consultores",
        "Type_of_organization": "For-profit",
        "Organization_description": "C230 Consultores is public policy think tank in Mexico that promotes social and economic development in Mexico and Latin America.",
        "Sector": "Business, research and consulting",
        "URL": "http://c-230.com/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Health, Agriculture, Business, Economic, Geospatial, Energy, Legal, Housing, Finance, Science and research, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to conduct research and consultancy in public policies.",
        "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": "Buend\u00eda & Laredo (Buend\u00eda y Laredo)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Buend\u00eda & Laredo (Buend\u00eda y Laredo) is a leading consultancy in the design, implementation and analysis of market research and public opinion in Mexico.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.buendiaylaredo.com/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Business, Economic, Geospatial, Consumer",
        "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": "National Association of the Chemical Industry (Asociaci\u00f3n Nacional de la Industria Qu\u00ed\u00admica [ANIQ])",
        "Type_of_organization": "Other",
        "Organization_description": "ANIQ represents the legitimate interests of the companies forming part of its select membership and, specifically, to the various branches of the chemical sector, through services that promote sustainable development and global competitiveness of the chemical industry.",
        "Sector": "Business, research and consulting",
        "URL": "http://webpublico.aniq.org.mx/Paginas/home.aspx",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "1959",
        "Size": "51 to 200",
        "Type_of_data_used": "Business, Economic, Economic, Geospatial, Energy, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses envrionmental open data to enable associates to be informed.",
        "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": "Coriolis Research",
        "Type_of_organization": "For-profit",
        "Organization_description": "Coriolis is a boutique management consulting firm that focuses on food, consumer packaged goods, retailing and foodservice.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.coriolisresearch.com",
        "City": "Auckland",
        "State_County": "Auckland",
        "Founding_year": "1999",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Economic",
        "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": "Sub-Saharan Africa",
        "Country": "Uganda",
        "Country_income_level": "Low income",
        "Organization_name": "Development Research and Training",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The goal of Development Research and Training is to carry out policy-oriented research and analysis focusing on eradication of poverty and more specifically chronic poverty.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.drt-ug.org",
        "City": "Kampala",
        "State_County": "Central Region",
        "Founding_year": "1997",
        "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": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Development Initiatives",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The goal of Development Initiatives is to contribute to the end poverty by conducting and compiling statistical analysis and evaluativing data and research.",
        "Sector": "Business, research and consulting",
        "URL": "http://devinit.org",
        "City": "Bristol",
        "State_County": "England",
        "Founding_year": "1993",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Promotes open data - and uses open government datasets to produce visualizations and reports on development - provides Development Data Hub which aggregates a range of open datasets related to development.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
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        "Other_Description": ""
    },
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        "Region": "Europe & Central Asia",
        "Country": "Czech Republic",
        "Country_income_level": "High income",
        "Organization_name": "Javelin",
        "Type_of_organization": "For-profit",
        "Organization_description": "Javelin is a data integration software and solutions provider for mass data processing that offers data integration consulting services and custom software development.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.javlininc.com/en/",
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        "State_County": "Hlavn\u00c3\u00ad m\u00c4\u203asto Praha",
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        "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",
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        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Netherlands",
        "Country_income_level": "High income",
        "Organization_name": "KPMG",
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        "Organization_description": "KPMG is a large global professional services company providing audit, tax and advisory services.",
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        "URL": "http://www.kpmg.com",
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        "State_County": "Noord-Holland",
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        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
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    {
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        "Country": "New Zealand",
        "Country_income_level": "High income",
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        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
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        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "Council of Trade Unions",
        "Type_of_organization": "Other",
        "Organization_description": "The New Zealand Council of Trade Unions (Te Kauae Kaimahi) brings together over 350,000 New Zealand union members in 40 affiliated unions, and is the united voice for working people and their families in New Zealand. ",
        "Sector": "Business, research and consulting",
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        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "New Zealand",
        "Country_income_level": "High income",
        "Organization_name": "Business NZ",
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        "Organization_description": "The Business NZ family has its roots in four large regional organizations of member businesses that together cover New Zealand entirely.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.businessnz.org.nz/",
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        "State_County": "Wellington",
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        "Type_of_data_used": "Economic",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
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        "Type_of_organization": "Other",
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        "Sector": "Business, research and consulting",
        "URL": "http://labournet.in",
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        "State_County": "Karnataka",
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        "Size": "1000+",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to create sustainable benefits for workers in the informal sector by offering them a platform to access services.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
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        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
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        "Sector": "Business, research and consulting",
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        "State_County": "Federal District",
        "Founding_year": "2004",
        "Size": "11 to 50",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "to improve the ability of Mexican government to attract and maintain talents, as well as make better investment decisions.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide consulting services for public policy making work. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
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        "Region": "North America",
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        "Country_income_level": "High income",
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        "Size": "11 to 50",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data on mobile phones and internet to connect employers with the best mid-to-low wage candidates in their area. Through ways of job posting, cadidate database and voice prescreening, employers can be equipped with a better means and useful information to find work.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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    {
        "Region": "East Asia & Pacific",
        "Country": "Philippines",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Kalibrr",
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        "URL": "http://kalibrr.com",
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        "Founding_year": "2012",
        "Size": "51 to 200",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to help candidates find jobs and companies hire talent.",
        "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",
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        "Organization_description": "The Institute of Environmental Science and Research works in collaboration with the health and justice systems in New Zealand by providing services in environmental health and forensic science.",
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        "State_County": "Wellington",
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        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "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": "Envorinex",
        "Type_of_organization": "For-profit",
        "Organization_description": "Envorinex is a plastics extrusion and injection moulding company using virgin and recycled materials for the production of innovative components and products, and is a leader in collecting and converting intra and interstate recyclate into new life problem solving products. ",
        "Sector": "Business, research and consulting",
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        "State_County": "Tasmania",
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        "Size": "11 to 50",
        "Type_of_data_used": "Environment",
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        "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": "Switzerland",
        "Country_income_level": "High income",
        "Organization_name": "itopia",
        "Type_of_organization": "For-profit",
        "Organization_description": "itopia is a small consulting firm that deals with IT complex projects in settings such as banks and public administrations.",
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        "URL": "http://www.itopia.ch",
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        "State_County": "Zurich",
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        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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    {
        "Region": "Europe & Central Asia",
        "Country": "Switzerland",
        "Country_income_level": "High income",
        "Organization_name": "Golliez Open Data Consulting",
        "Type_of_organization": "For-profit",
        "Organization_description": "Golliez Open Data Consulting is a consulting firm founded by open data activist Andr\u00c3\u00a9 Gollier.",
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        "URL": "http://opendataconsulting.ch/",
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        "State_County": "Zurich",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
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        "Organizational_Optimization_Description": "",
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    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
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        "Organization_description": "TruHome is an independent research and advisory firm which specializes in Australian government ICT markets at state and federal levels, providing high quality market data and expert consultation to its clients in both the ICT industry and the public sector.",
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        "State_County": "New South Wales",
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        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
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        "Other_Description": ""
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    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "KINSHIP Digital",
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        "Sector": "Business, research and consulting",
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        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
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        "Other_Description": ""
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    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Deloitte AU",
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        "Organization_description": "Deloitte is the brand under which thousands of professionals across a network of member firms collaborate to provide audit, economics, financial advisory, human capital, tax and technology services.",
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        "URL": "http://www2.deloitte.com/au/en.html",
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        "State_County": "New South Wales",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Data Analysis Australia",
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        "Organization_description": "Data Analysis Australia is the leading strategic information consultancy in Australia utilizing skills in mathematics, statistics and data management.",
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        "Type_of_data_used": "Demographic and social, Economic, Weather",
        "Application_Advocacy": "FALSE",
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        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
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    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "Cribbing and Matting Co. ",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cribbing and Matting Co mission is to create value for our customers by delivering innovative safe cribbing, shoring, stabilization systems and modular matting products manufactured from recycled plastic materials that would otherwise end up in landfill.",
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        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
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        "Organizational_Optimization_Description": "",
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    },
    {
        "Region": "East Asia & Pacific",
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        "Country_income_level": "High income",
        "Organization_name": "Cathodic Anodes Australasia",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cathodic Anodes Australiasia designs anodes based on Lean Manufacturing principals, where work flow efficiency gains and minimal down time has lead to significantly shorter lead times and reduced energy use.",
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        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
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        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Cardno is an ASX-200 professional infrastructure and environmental services company with expertise in the development and improvement of physical and social infrastructure for communities around the world through the design, management, delivering of sustainable projects and community programs.",
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        "URL": "http://www.cardno.com",
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        "Founding_year": "1945",
        "Size": "1000+",
        "Type_of_data_used": "Environment, Geospatial, Housing, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
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        "Application_Organizational_Optimization": "TRUE",
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        "Application_Research": "FALSE",
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        "Region": "East Asia & Pacific",
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        "Country_income_level": "High income",
        "Organization_name": "BMT WBM",
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        "Organization_description": "BMT WBM is a leading edge consultancy in mechanical, maritime, water and environmental engineering and hydraulics.",
        "Sector": "Business, research and consulting",
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        "State_County": "Queensland",
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        "Size": "51 to 200",
        "Type_of_data_used": "Environment, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
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        "Organization_description": "Bainbridge Consulting's goal is simple - tell stories with data!",
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        "Size": "1 to 10",
        "Type_of_data_used": "Economic",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
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        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Australia",
        "Country_income_level": "High income",
        "Organization_name": "AuScope Ltd.",
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        "Organization_description": "AuScope Limited is a non-profit company formed to facilitate the implementation of a world-class infrastructure system for earth science through the delivery of a range of technologies and capabilities in data acquisition, management, modelling and simulation across the geospatial and geoscience spectrum.",
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        "URL": "http://www.auscope.org.au/site/",
        "City": "Melbourne",
        "State_County": "Victoria",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open geospace data to create geospace apps",
        "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",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Arup is a multinational professional services firm providing engineering, design, planning, project management and consulting services for all aspects of the built environment.",
        "Sector": "Business, research and consulting",
        "URL": "http://digital.arup.com",
        "City": "London",
        "State_County": "England",
        "Founding_year": "1946",
        "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": "",
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        "Country_income_level": "High income",
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        "Advocacy_description": "",
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        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "BPE Solicitors",
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        "Organization_description": "BPE Innovation is a legal practice that provides legal and commercial expertise to the science, technology and engineering sectors.",
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        "Country": "United Kingdom",
        "Country_income_level": "High income",
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        "Advocacy_description": "Promotes and encourage use of open data.",
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        "Product_Service_Description": "",
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        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "Rudman Consulting",
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        "State_County": "England",
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        "Type_of_data_used": null,
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        "Country_income_level": "High income",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
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    {
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        "Country_income_level": "High income",
        "Organization_name": "Endole",
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        "Type_of_data_used": "Business",
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        "Product_Service_Description": "uses open corporate data to helps clients experience comprehensive business information by filtering reliable data, processing sophisticated algorithms and displaying in a practical way",
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        "Country_income_level": "High income",
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        "Country_income_level": "High income",
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        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "uses and republishes open data from big data studies from biomedical research; built GigaGalaxy, a Galaxy-based data analysis platform to host computational methods and workflows, maximizing use of the data, tools and workflows",
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        "Country": "United Kingdom",
        "Country_income_level": "High income",
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        "Advocacy_description": "",
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        "Product_Service_Description": "uses open data to provides services such as strategic partnerships, managed services and process automation",
        "Application_Organizational_Optimization": "FALSE",
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        "Country_income_level": "High income",
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        "Advocacy_description": "Promotes open data and provides open data consultancy services.",
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        "Country": "United Kingdom",
        "Country_income_level": "High income",
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        "Size": "1 to 10",
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        "Advocacy_description": "App &quot;Schools finder&quot; uses open education data.",
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        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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    {
        "Region": "Europe & Central Asia",
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        "Country_income_level": "High income",
        "Organization_name": "DataIQ",
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        "Size": "11 to 50",
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        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Provides insights - research reports - and promotes open data.",
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        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
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    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "CtrlShift",
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        "Organization_description": "Ctrl-Shift is a market analysis and consulting business that provides evidence, insight and analysis of market trends by identifying and sizing market opportunities and leading innovative programs of efficiency and growth.",
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        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Promotes open data and research relationship between midata and open data.",
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    {
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        "Country_income_level": "High income",
        "Organization_name": "CoreFilling",
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        "Organization_description": "CoreFiling is a dedicated eXtensible Business Reporting Language (XBRL) vendor that uses high quality modelling, data validation and development services to provide consulting and enhanced data management.",
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        "Size": "51 to 200",
        "Type_of_data_used": "Business",
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        "Application_Product_Service": "FALSE",
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        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "DSRPTN is a digital and technology consultancy providing expert advice on digital leadership, social media utilization, open data, and other aspects of digital business.",
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        "Size": "1 to 10",
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        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Offers consultancy services around open data.",
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        "Organizational_Optimization_Description": "",
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    {
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        "Country_income_level": "High income",
        "Organization_name": "Digital Contraptions Imaginarium",
        "Type_of_organization": "For-profit",
        "Organization_description": "Digital Contraptions Imaginarium (DiCo.Im) is an independent consultancy which provides open data consultancy services to a range of clients.",
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        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
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        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
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        "Application_Other": "FALSE",
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    {
        "Region": "Europe & Central Asia",
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        "Country_income_level": "High income",
        "Organization_name": "DueDil",
        "Type_of_organization": "For-profit",
        "Organization_description": "DueDil is an online due diligence company producing an online tool providing business, accounting and director information on businesses in the UK and Ireland.",
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        "Size": "11 to 50",
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        "Application_Product_Service": "FALSE",
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        "Application_Research": "FALSE",
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        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "eSynergy Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "eSynergy Solutions is a specialist IT recruitment company.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.esynergy-solutions.co.uk/",
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        "State_County": "",
        "Founding_year": "2001",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Hosts and attends a number of events and meet ups within the open data community.",
        "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": "Cambridge Environmental Research Consultants",
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        "Organization_description": "CERC is an environmental research consultancy that aims to make practical use of new developments in environmental research from Cambridge University and elsewhere.",
        "Sector": "Business, research and consulting",
        "URL": "http://cerc.co.uk/",
        "City": "Cambridge",
        "State_County": "England",
        "Founding_year": "1985",
        "Size": "11 to 50",
        "Type_of_data_used": "Environment",
        "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": "Aistemos",
        "Type_of_organization": "For-profit",
        "Organization_description": "Aistemos is a specialist intellectual property consultancy, providing analytics and risk management services.",
        "Sector": "Business, research and consulting",
        "URL": "https://aistemos.com/",
        "City": "London",
        "State_County": "",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Propel is an IP strategythat is an open source software that uses open innovation and the protection and exploitation of data.",
        "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": "Open MENA",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Open MENA aims to bring the values of openness to the Middle East and North Africa region, thus helping local development and welfare.",
        "Sector": "Business, research and consulting",
        "URL": "http://openmena.net",
        "City": null,
        "State_County": null,
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Since our mission comprises the promotion of the values of openness - we strive to use open data for offline and online advocacy: events (hackathons - etc.) - storytelling - etc.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to launch projects for opening up governance, data and knowledge through journalism and visualization. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "SPARK Marketing",
        "Type_of_organization": "For-profit",
        "Organization_description": "SPARK is a modern business solution for a comprehensive analysis of information on companies and effective risk management.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.spark-interfax.ru/",
        "City": "Moscow",
        "State_County": "Moscow",
        "Founding_year": "2004",
        "Size": "1000+",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Contains financial reports from millions of companies",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Japan",
        "Country_income_level": "High income",
        "Organization_name": "Vitalizing Local Economy Organization by Open Data & Big Data (VLED)",
        "Type_of_organization": "Other",
        "Organization_description": "VLED is a General Incorporated Association by gathering 9 leading ICT companies in Japan. Its aim is to promote opening data owned by public entities, and to advancing local vitalization and activation of economies through utilization of such data as big data.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.vled.or.jp",
        "City": "Tokyo",
        "State_County": "",
        "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": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Open Data Nation",
        "Type_of_organization": "Other",
        "Organization_description": "Open Data Nation works with cities, causes, and brands to put open data to good use. We develop strategies to help you use open data in your agency, tell others about your data, hire data-minded people, and measure the benefits of open data. ",
        "Sector": "Business, research and consulting",
        "URL": "http://opendatanation.com",
        "City": "Washington",
        "State_County": "District of Columbia",
        "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, Energy, Legal, Public safety, Housing, Transportation, Weather, International development, Finance, Science and research, Consumer, Tourism, Arts and culture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Open Data Nation introduces the benefits of open data and trains employees who use data to share - which results in a culture of transparency and an ecosystem for new collaborations.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Open Data Nation publicizes local stories of open data being put to good use - which generates awareness - demonstrates the value of data that is already published - and improves decision making.",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Open Data Nation connects those looking to fill contract or full-time positions with local civic technologists and residents to create novel open data insights and solutions - such as web apps and data visualizations.",
        "Application_Research": "TRUE",
        "Research_Description": "Open Data Nation measures the value of open data in your community by monitoring - evaluating - and reporting about how it is being put to good use - which solidifies local commitments to open data.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "Zakupki360.ru",
        "Type_of_organization": "For-profit",
        "Organization_description": "Zakupki360.ru provides services and information regarding procurement processes in Russia.",
        "Sector": "Business, research and consulting",
        "URL": "http://zakupki360.ru/",
        "City": "Moscow",
        "State_County": "Moscow",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Government operations, Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to create a digital platform for busienssmen to find partners and choose investment projects online.",
        "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": "Zabala Innovation Consulting",
        "Type_of_organization": "For-profit",
        "Organization_description": "Zabala Innovation Consulting is an international innovation consulting firm that helps leading companies, research organisations, and public administrations make innovation the key factor of their competitiveness.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.zabala.es/",
        "City": "Mutilva Alta",
        "State_County": "Navarre",
        "Founding_year": "1986",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to tailor innovative business solutions for company clients, and implement projects about smart city, health care, ICT, etc.",
        "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": "Xpreso",
        "Type_of_organization": "For-profit",
        "Organization_description": "Xpreso is an app that aims to bridge the gap between the customer, the delivery company and the online retailer.",
        "Sector": "Business, research and consulting",
        "URL": "http://web.xpreso.com/",
        "City": "Dublin",
        "State_County": "Dublin",
        "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": "TRUE",
        "Organizational_Optimization_Description": "Xpreso uses postcodes and GPS to help delivery companies identify locations and address to deliver parcels by mapping locations and display them on smart devices. It gives directions to drivers of delivery companies to both company and residential locations. It enable users to increase success rate of delivery.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Workiva",
        "Type_of_organization": "For-profit",
        "Organization_description": "WebFilings is the creator of Wdesk\u00e2\u20ac\u201dbusiness reporting in real time.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.workiva.com/",
        "City": "Ames",
        "State_County": "IA",
        "Founding_year": "2008",
        "Size": "1000+",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open financial data to provide an all-in-one platform that simplifies complex collaboration while keeping data in sync, thus reducing risk.",
        "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": "WebLaws.org",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Weblaws.org has developed OregonLaws.org to: Increase access to the legal system by publishing accessible legal content and lowering the cost of legal research, and create new ways to browse and learn the law.",
        "Sector": "Business, research and consulting",
        "URL": "http://oregonlaws.org",
        "City": "Henderson",
        "State_County": "Nevada",
        "Founding_year": "2009",
        "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": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "WCIOM (Russian Public Opinion Research Center)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Russian Public Opinion Research Center (VCIOM) is the oldest marketing and opinion research company in the post-Soviet space.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.wciom.com/index.php",
        "City": "Moscow",
        "State_County": "",
        "Founding_year": "1987",
        "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": "market research",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Way Better Patents",
        "Type_of_organization": "For-profit",
        "Organization_description": "Way Better Patents chronicles the latest developments in intellectual property, innovation, inventions and patents and the emerging innovation economy.",
        "Sector": "Business, research and consulting",
        "URL": "http://waybetterpatents.com/",
        "City": "Oakton",
        "State_County": "VA",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Geospatial, Legal, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "uses open data and proprietary analytics to deliver products and services focused on the nature and scope of invention, why patents are important, and the nature of 21st century innovation",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "comprehensive custom analyses of patent data and information about inventions, technology transfer and innovation for your business and economic development, site selection, business retention and recruitment, training and workforce development, talent alignment and retention or to keep track of inventions happening in your neck of the wood",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Netherlands",
        "Country_income_level": "High income",
        "Organization_name": "Wageningen University & Research Center",
        "Type_of_organization": "Academic institution",
        "Organization_description": "Wageningen UR provides educational training and conducts research in the domain of nutrition and sustainability.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.wageningenur.nl/",
        "City": "Wageningen",
        "State_County": "Gelderland",
        "Founding_year": "1918",
        "Size": "1000+",
        "Type_of_data_used": "Agriculture, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Agro &amp; food portal gives insight into the demographics and economics of the Dutch agricultural sector.",
        "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": "Transportation Research Board",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The mission of the Transportation Research Board (TRB) is to promote innovation and progress in transportation through research.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.trb.org",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1920",
        "Size": "51 to 200",
        "Type_of_data_used": "Transportation",
        "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": "The Omega Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Omega Group develops innovative Geographic Information Systems software designed to assist public agencies with their daily data driven decisions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.crimemapping.com/",
        "City": "San Diego",
        "State_County": "CA",
        "Founding_year": "1992",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Public safety, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "CrimeMapping.com has been developed by The Omega Group to help law enforcement agencies throughout North America provide the public with valuable information about recent crime activity in their neighborhood.",
        "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": "Bunker Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Bunker targets existing veteran-owned tech startups and aspiring entrepreneurs to come, create, and conquer the business world through their ideas, hard work, and strategy.",
        "Sector": "Business, research and consulting",
        "URL": "https://bunkerlabs.org/",
        "City": "Chicago",
        "State_County": "IL",
        "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": "analysis of labor and veterans data",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Texas Transportation Institute",
        "Type_of_organization": "Other",
        "Organization_description": "The Texas Transportation Institute (TTI) is a university-affiliated transportation research agency in the United States dedicated to enhancing the economic competitiveness of the state and improving the quality of life for Texans.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.tti.tamu.edu",
        "City": "College Station",
        "State_County": "TX",
        "Founding_year": "1949",
        "Size": "201 to 1000",
        "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": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Telus",
        "Type_of_organization": "For-profit",
        "Organization_description": "Telus provides precision political intelligence to better understand the social, political and economic context of voters.",
        "Sector": "Business, research and consulting",
        "URL": "http://telus.mx",
        "City": "Mexico City",
        "State_County": "DF",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Economic, Geospatial, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Telus offers a suite of products based on the use of electoral - socio-demographic and geographic open 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": "Suomen Asiakastieto Oy",
        "Type_of_organization": "For-profit",
        "Organization_description": "Asiakastieto is a reliable, impartial producer of data, which secures the possibilities of both enterprises and individuals to act in matters relating to credits and trade.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.asiakastieto.fi/",
        "City": "Helsinki",
        "State_County": "",
        "Founding_year": "1963",
        "Size": "51 to 200",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data on businesses",
        "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": "StickerRide",
        "Type_of_organization": "For-profit",
        "Organization_description": "StickerRide is an application that allows you to earn money by placing ads on your car.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.stickerride.com",
        "City": "London",
        "State_County": "England",
        "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": "StickerRide uses GPS data in its app to track mileage to calculate the amount that drivers earn from advertising",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Sona",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Sona Group manufactures components for the automotive industry and has engineering capabilities in the areas of machining and assembly, precision forging, cold &amp; hot forging and heat treatment.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.sonagroup.com",
        "City": "Delhi",
        "State_County": "",
        "Founding_year": "1987",
        "Size": "",
        "Type_of_data_used": "Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Combines real estate data with transportation data to help choose the best location to live in terms of travel time to important places - like schools",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Belgium",
        "Country_income_level": "High income",
        "Organization_name": "SmartSantander",
        "Type_of_organization": "Developer group",
        "Organization_description": "SmartSantander proposes a unique in the world city-scale experimental research facility in support of typical applications and services for a smart city",
        "Sector": "Business, research and consulting",
        "URL": "http://www.smartsantander.eu/",
        "City": "Brussels",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "To support the services of a smart city.",
        "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": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "Sinotech Engineering Services, Ltd.",
        "Type_of_organization": "For-profit",
        "Organization_description": "Sinotech Engineering Services provides services in the following areas: climate change adaptation, flooding and tsunami modeling, risk management and engineering, disaster prevention, hydraulic systems, river restoration, and green building construction",
        "Sector": "Business, research and consulting",
        "URL": "http://www.sinotech-eng.com/",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "2008",
        "Size": "",
        "Type_of_data_used": "Geospatial, Housing, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "The company uses disaster mapping data from National Science and Technology Center for Disaster Reduction, and geographic data from the Ministry of the Interior in the development of its services",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Thailand",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Aviasales",
        "Type_of_organization": "For-profit",
        "Organization_description": "Aviasales provides expertise on problem assets and debt recovery from companies.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.aviasales.ru/",
        "City": "Phuket",
        "State_County": null,
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Business, Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Analysis of data from Official Single Register of Legal Entities - daily monitoring of changes in registration data.",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Russian Federation",
        "Country_income_level": "High income",
        "Organization_name": "RosPravosudie",
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        "Type_of_data_used": "Legal",
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        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Country_income_level": "High income",
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        "Type_of_data_used": "Legal",
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        "Advocacy_description": "",
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        "Product_Service_Description": "publish patterns and trends on assignment transfer related to patent transactions",
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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": "My Voice - an SMS-based program to collect and act on citizen feedback on health care services.",
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        "Other_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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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "members provide patent search - analysis - and legal status monitoring services.",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "OpenCorporates",
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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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    },
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        "Country_income_level": "Lower middle income",
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        "Advocacy_description": "Uses sustainable data and technology to eliminate the poorverty, support the inclusion of citizens in the governance and development of their society, and support and promote efforts by responsive governments, particularly in Africa.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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    },
    {
        "Region": "Europe & Central Asia",
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        "Country_income_level": "High income",
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        "Product_Service_Description": "Create new services based on open budget data (citizenbudget.ru - map of municipal budgets and local communities) and housing data (LiveableCity - index of comfortable life in St Petersburg)",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Research about open data: use cases and best practices - current state - trends - influence on economics - etc.",
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        "Other_Description": "We use and analyze any types of open data but now we are more focused on data for making cities better with technologies (different types of urban data - transportation data - geomapping - etc). Also we develop unified format for publishing budgets. Also we use data that are not real open data but published openly (public information). We collect it - parse and visualize manually or trying to automate it if possible."
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        "Region": "Latin America & Caribbean",
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        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open data to analyze the marketing potential of new technology - uses patent data to review the status of early-stage technology and statistics data to gain insights on economic values.",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "Latin America & Caribbean",
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        "Country_income_level": "Upper middle income",
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        "Application_Advocacy": "FALSE",
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        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "The Establishment Survey - conducted annually to generate information on the local TV environment - is enhanced using open data from the National Institute of Statistics and Geography and the National Council of Population.",
        "Application_Research": "FALSE",
        "Research_Description": "",
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    },
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        "Region": "North America",
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        "Country_income_level": "High income",
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        "URL": "http://www.minesoft.com/",
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        "Size": "51 to 200",
        "Type_of_data_used": "Education, Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "PatBase is a global database with patent information in 7 languages",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
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        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Skills Route app uses education data",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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    },
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        "Product_Service_Description": "MicroStrategy app uses public data from CMS - CDC and the U.S. Census Bureau to compare quality data for more than 880 - 000 health care providers and 4 - 000 hospitals based on geographic location and type of procedure.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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        "Application_Organizational_Optimization": "TRUE",
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    },
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        "Advocacy_description": "Advocates for issues related to potential of open data for enterpreneurship.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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    },
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        "Country": "United States",
        "Country_income_level": "High income",
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        "Organization_description": "Manifest Mind is building sustainability into core business practices brings rewarding benefits, both economically and environmentally.",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "uses data related to energy benchmarking and economic forecasting models",
        "Application_Research": "TRUE",
        "Research_Description": "uses energy data to publish reports on sustatinability and cleantech for individuals - governments - and corporations",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
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        "Country_income_level": "High income",
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        "State_County": "VA",
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        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "created the FIT-MAP app for the FDA. It helps inspectors collect location-specific food source data to effectively identify food supply threats.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
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        "Country_income_level": "High income",
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        "State_County": "NY",
        "Founding_year": "2015",
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        "Type_of_data_used": "Energy",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "builds software that integrates open data with analytics and benchmarking services to help customers reach sustainability goals.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "Italy",
        "Country_income_level": "High income",
        "Organization_name": "Lynx",
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        "City": "Rome",
        "State_County": "Lazio",
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        "Size": "1 to 10",
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        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Integrated in CitySDK",
        "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",
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        "Product_Service_Description": "use litigation data to publish reports and offer data services",
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        "Product_Service_Description": "Uses legal open data to provide coverage of historic trials international justice.",
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        "Advocacy_description": "",
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        "Product_Service_Description": "develop software with litigation info to ensure USPTO is transparent - predictable - and equitable.",
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        "Organizational_Optimization_Description": "",
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        "Advocacy_description": "",
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        "Product_Service_Description": "Uses data from various governmental sources to provide Specialized Data Products and Solutions.\u00c2\u00a0Services use agriculture data, vehicle recall data, policy data, etc",
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        "Product_Service_Description": "Uses open data to deliver analytics and advice to help leaders and organizations.",
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        "Organizational_Optimization_Description": "",
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        "Product_Service_Description": "database based on patent data",
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        "Organizational_Optimization_Description": "Eixos.cat makes heavy use of the Virtual Land Office (www.sedecatastro.gob.es) - Cartographic Institute of Catalonia (www.icc.cat) - Institut of Statistics of Catalonia (www.idescat.cat) and Meteorological Service of Catalonia (www.meteo.cat) for market and economic research",
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        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "data used in the development of solutions for improved operations.",
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        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses urban open data to promote data-driven innovation in Dublin.",
        "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": "Sweden",
        "Country_income_level": "High income",
        "Organization_name": "Dopter",
        "Type_of_organization": "For-profit",
        "Organization_description": "Dopter provides consulting services around the APIs and open data.",
        "Sector": "Business, research and consulting",
        "URL": "http://dopter.se/",
        "City": "Stockholm",
        "State_County": "Stockholm 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": "uses open data in various projects - e - g - Trafiklab",
        "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": "Deloitte",
        "Type_of_organization": "For-profit",
        "Organization_description": "Deloitte works in four areas \u00e2\u20ac\u201d audit, financial advisory, tax and consulting \u00e2\u20ac\u201d and combines the talents of those groups to address clients\u00e2\u20ac\u2122 needs.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.deloitte.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide consumers with access to their financial information.",
        "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": "Datasembly",
        "Type_of_organization": "For-profit",
        "Organization_description": "Datasembly helps you extract insights from data released by hundreds of governments to improve organizational decision making with the power of public data.",
        "Sector": "Business, research and consulting",
        "URL": "http://datasembly.com/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2014",
        "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": "Uses public data to improve organizational services / products",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "FinMkt",
        "Type_of_organization": "For-profit",
        "Organization_description": "FinMkt is a leading provider of technology and market data solutions to the global crowdfinance marketplace.",
        "Sector": "Business, research and consulting",
        "URL": "https://finmkt.io/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Business",
        "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": "Creative Commons",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Creative Commons enables the sharing and use of creativity and knowledge through free legal tools.",
        "Sector": "Business, research and consulting",
        "URL": "http://creativecommons.org/",
        "City": "Mountain View",
        "State_County": "CA",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Business, 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": "uses open data for research and open standards advocacy.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": null,
        "Country": null,
        "Country_income_level": null,
        "Organization_name": "CPA Global",
        "Type_of_organization": "For-profit",
        "Organization_description": "CPA Global is an intellectual property (IP) management and IP software specialist, and an international provider of outsourced legal services.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.cpaglobal.com",
        "City": null,
        "State_County": null,
        "Founding_year": "1969",
        "Size": "1000+",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "offer technology that helps companies with web-based IP management. optimization",
        "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": "Clean Power Research",
        "Type_of_organization": "For-profit",
        "Organization_description": "Clean Power Research powers intelligent energy decisions with industry-leading software, research and consulting services. They help you develop, sell and operate solar and other renewables with fast, precise insight into the energy, economic and environmental impacts of your projects.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.cleanpower.com/",
        "City": "Napa",
        "State_County": "California",
        "Founding_year": "1992",
        "Size": "51 to 200",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "API services use NREL 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": "Center for Responsive Politics",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Center for Responsive Politics is a research institution tracking money in U.S. politics and its effect on elections and public policy.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.opensecrets.org",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1983",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to become a resource for federal campaign contributions, lobbying data and analysis",
        "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": "Capgemini",
        "Type_of_organization": "For-profit",
        "Organization_description": "Capgemini is a multinational professional services company providing consulting, outsourcing and IT services to clients across a wide range of sectors.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.capgemini.com/",
        "City": "Paris",
        "State_County": "\u00c3\u017dle-de-France",
        "Founding_year": "2015",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide financial and consulting services.",
        "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": "c4ads",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "C4ADS aims to understand global conflict and security through on-the-ground research and data-driven analysis.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.c4ads.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2002",
        "Size": "11 to 50",
        "Type_of_data_used": "Economic, International development, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open data to analyze international conflicts",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Buholegal",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Buholegal system provides access to Mexican federal court records as well as courts with jurisdiction in the Federal District and the State of Veracruz. It can be used to search records and allows users to set up alerts and receive email notifications.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.buholegal.com",
        "City": "Cholula",
        "State_County": "Puebla",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": "Education, Economic, Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "the Buholegal system is built 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": "Boston Consulting Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "BCG is a global management consulting firm that identifies opportunities and challenges for clients from the private, public, and nonprofit sectors.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.bcg.com",
        "City": "Boston",
        "State_County": "MA",
        "Founding_year": "1963",
        "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": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Baumann Consulting",
        "Type_of_organization": "For-profit",
        "Organization_description": "Baumann Consulting provides consulting services for sustainable and innovative building solutions for the US and international markets.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.baumann-us.com",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Provides insights based on open data (e.g. analytics - visualizations)",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Battelle Transportation",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Battelle provides technology and technical services with an emphasis on development of intelligent transportation systems, technology transfer and commercialization, and hardware/software product development.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.battelle.org",
        "City": "Columbus",
        "State_County": "OH",
        "Founding_year": "1929",
        "Size": "1000+",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "develops products based on open data",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "provides insights based on open data",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "Athena Information Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "Athena Information Systems provides integration-based business information systems services.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.athena.com.tw/",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": "1989",
        "Size": "",
        "Type_of_data_used": "Environment, Transportation, Weather, Arts and culture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to build up complete information systems in various entertainment industries such as tourism and restaurent industry. So that comapnies in these industries can use the information systems to improve the internal management in terms of employees, operations, client memberships, etc.",
        "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": "American Institutes for Research (AIR)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "AIR's mission is to conduct and apply behavioral and social science research and evaluation towards improving people's lives, with a special emphasis on the disadvantaged.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.air.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1946",
        "Size": "1000+",
        "Type_of_data_used": "Education, Health, 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": "conducts studies in the fields of education - health - work and training.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Alternative and Capacities (Alternativas y Capacidades)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Alternative and Capacities' mission is to strengthen advocacy skills in organized civil society, promote strategic social investment and work for an environment conducive to participation in the public sphere, with the aim of contributing to the social environment.",
        "Sector": "Business, research and consulting",
        "URL": "http://alternativasycapacidades.org/",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2002",
        "Size": "1 to 10",
        "Type_of_data_used": "International development",
        "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": "Market Statistics Agency (Agencia de Estadistica de Mercados S.C. [AEM Research])",
        "Type_of_organization": "For-profit",
        "Organization_description": "AEM is a research company focused on the generation and analysis of information to support the decision-making of individuals, enterprises (or nonprofit) and governments.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.aemresearch.com",
        "City": "Ju\u00c3\u00a1rez",
        "State_County": "Nuevo Leon",
        "Founding_year": "1998",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Agriculture, Business, Economic, Economic, Geospatial, Weather, Finance, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "creation of indicators and indexes.",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "market research - feasibility and data validation",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Europe & Central Asia",
        "Country": "United Kingdom",
        "Country_income_level": "High income",
        "Organization_name": "ActionAid UK",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "ActionAid UK aims to fight poverty worldwide.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.actionaid.org.uk",
        "City": "London",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "51 to 200",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "FTSE 100 tax haven tracker uses businesses public records.",
        "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": "Abt Associates",
        "Type_of_organization": "For-profit",
        "Organization_description": "Abt Associates is a mission-driven organization conducting research and program implementation in the fields of health, social and environmental policy, and international development.",
        "Sector": "Business, research and consulting",
        "URL": "http://abtassoc.com",
        "City": "Cambridge",
        "State_County": "MA",
        "Founding_year": "1965",
        "Size": "1000+",
        "Type_of_data_used": "Government operations, Demographic and social, Health, Environment, 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 to generate research and recommendations on how to tackle social issues (e.g. environment, education, food security).",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Latin America & Caribbean",
        "Country": "Mexico",
        "Country_income_level": "Upper middle income",
        "Organization_name": "Abison Burke",
        "Type_of_organization": "For-profit",
        "Organization_description": "Abison Burke provides their customers disruptive technology in analytical modeling that aids decision making.",
        "Sector": "Business, research and consulting",
        "URL": "www.abisonburke.com",
        "City": "Mexico City",
        "State_County": "Federal District",
        "Founding_year": "2002",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Business, Economic, Economic, Geospatial, Finance, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Their Traditional Store Census is a tool that uses geospatial data to give customers a base of geo-referenced data on digital maps with a large number of shops.",
        "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": "Lake Winnipeg Basin Information Network (LWBIN)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": " The LWBIN aims to aids research, education and decision-making in the Lake Winnipeg basin by aiding transparency of science data, building understanding of the data and creating awareness of the issues surrounding water quality and quantity in the basin.",
        "Sector": "Business, research and consulting",
        "URL": "http://lwbi.cc.umanitoba.ca",
        "City": "Winnipeg",
        "State_County": "Manitoba",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture, Environment, Environment, Environment, Environment, Geospatial, Geospatial, Geospatial, Weather, Weather, Science and research, Science and research, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Improving existing knowledge",
        "Application_Research": "TRUE",
        "Research_Description": "Creating data synthesis products to help answer watershed issues",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Akara Research and Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Akara seeks to deploy secure, user-friendly open-source technologies based products and solutions that collate and disseminate real-time data for informed decision-making and policy interventions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.akara.co.in/",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Health, Business, Economic, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Create web\u2010based, open\u2010source map where they populate with data from different sources on one common platform. ",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Economic forecasting",
        "Application_Research": "TRUE",
        "Research_Description": "Economic forecasting, research for consulting projects",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Ennovent",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ennovent is an innovation accelerator providing services to accelerate for-profit innovations for sustainability in low-income markets in developing countries.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.ennovent.com",
        "City": "Vienna",
        "State_County": "Virginia",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Inform proposals for new projects",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Indonesia",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Swandiri Institute",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Swandiri Institute is a nonprofit consultancy and research organization working on sustainable development issues in Indonesia.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.swandiri.org/",
        "City": "",
        "State_County": "West Kalimantan",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Business, Environment, Geospatial, Energy",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Encourage use and publication of open spatial data",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Research on environmental issues, including extractives and land use",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Kenya",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Sagaci Research",
        "Type_of_organization": "For-profit",
        "Organization_description": "Sagaci Research provide market research and intelligence to businesses interested in African countries.",
        "Sector": "Business, research and consulting",
        "URL": "http://sagaciresearch.com/",
        "City": "Nairobi",
        "State_County": "Nairobi County",
        "Founding_year": "2012",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Economic, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Utilize open data in market research, for instance statistics on the automative market in Kenya",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Zimbabwe",
        "Country_income_level": "Low income",
        "Organization_name": "Institute for Sustainability Africa (INSAF)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Institute for Sustainability Africa (IN\u00c5\u0161AF) is a nonprofit multi-disciplinary independent think tank and research institute established to advance sustainability initiatives for Africa.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.instforsustainafrica.org/",
        "City": "Harare",
        "State_County": "Harare Province",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Economic, Environment, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Inform project proposals",
        "Application_Research": "TRUE",
        "Research_Description": "Policy analysis",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Local interventions Group",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Local Interventions Group (LIG) is an international nonprofit organization that works for smarter governance by introducing technology-led development solutions.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.localinterventions.co/",
        "City": "Kathmandu",
        "State_County": "Central Development Region",
        "Founding_year": "2000",
        "Size": "",
        "Type_of_data_used": "Government operations, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data in combination with other data sources, such as crowdsourced data, in the context of (e.g. \"Earthquake response in Nepal\", \"A Portal for Free, Fair and Peaceful Elections in Nepal\").",
        "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": "SumoBrain",
        "Type_of_organization": "For-profit",
        "Organization_description": "A company that provides intellectual property information for attorneys, corporate researchers and inventors",
        "Sector": "Business, research and consulting",
        "URL": "http://www.sumobrain.com/",
        "City": null,
        "State_County": null,
        "Founding_year": "2007",
        "Size": "",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "A database of multi-sourced patents and 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": "Urban Tide",
        "Type_of_organization": "For-profit",
        "Organization_description": "Urban Tide are smart cities specialists and creators of the U~SMART data-sharing platform. Urban Tide provides specialist consultancy on open data and smart cities projects for a range of public sector organizations, and work in partnership with large multinational private sector organizations.",
        "Sector": "Business, research and consulting",
        "URL": "http://urbantide.com",
        "City": "Edinburgh",
        "State_County": "Scotland",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Health, Economic, Economic, Geospatial, Geospatial, Transportation, Transportation, Weather, Weather",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Open Data Training for stakeholders from various organizations; Participate in projects, supporting cities opening up their city data, aiding them in developing their open data strategies",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": " Consultancy services around open data and data management strategies for local authorities and central government; building a data sharing platform; participation in projects involving open data analysis, open data management, creating open data strategies, telling open data stories for public consumption.",
        "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": "Digital Contraptions Imaginarium Ltd.",
        "Type_of_organization": "For-profit",
        "Organization_description": "A tech consultancy firm whose aim is to bring tech, people and data together for its clients. ",
        "Sector": "Business, research and consulting",
        "URL": "https://dico.im",
        "City": "Berkhamsted",
        "State_County": "England",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Education, Health, Health, Agriculture, Agriculture, Business, Business, Economic, Economic, Environment, Environment, Geospatial, Geospatial, Energy, Energy, Legal, Legal, Public safety, Public safety, Housing, Housing, Transportation, Transportation, Weather, Weather, International development, International development, Finance, Finance, Science and research, Science and research, Consumer, Consumer, Tourism, Tourism, Arts and culture, Arts and culture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "As a data consultancy firm, the organization uses all open data that is required to address client's needs or interests in general.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Some clients' projects are research projects: open data is used to complement first-hand data owned by clients.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Nigeria",
        "Country_income_level": "Lower middle income",
        "Organization_name": "SPIDER Solutions Nigeria",
        "Type_of_organization": "For-profit",
        "Organization_description": "SPIDER Solutions Nigeria promotes good governance and citizen participation in governance by using data on socio-economic indicators to produce insightful data-driven web products such as interactive webmaps and dashboards",
        "Sector": "Business, research and consulting",
        "URL": "http://www.spidersolutionsnigeria.com/",
        "City": "Uyo",
        "State_County": "Akwa Ibom",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Health, Economic, Environment, Geospatial, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "We develop web maps (choropleth, point maps, bubble maps) to help the public visualize the data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "We conduct policy-oriented research",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "Sub-Saharan Africa",
        "Country": "Nigeria",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Micro, Small and Medium Enterprises Advocacy and Support Initiative ",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "MSME-ASI works to advance open data in the Nigerian government and donor agencies financing and support for MSMEs in Nigeria.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.msme-asi.org",
        "City": "Abuja",
        "State_County": "Federal Capital Territory",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Agriculture, Business, Economic, Environment, Energy, Weather, International development, Finance, Science and research",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "We use open data to advocate for key reforms in government operations.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Research into governments policies and programs.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Intelligent Tenders (Licitaciones Inteligentes)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intelligent Tenders (Licitaciones Inteligentes) is a company that provides information related to tenders. ",
        "Sector": "Business, research and consulting",
        "URL": "http://licitacionesinteligentes.com/",
        "City": "San Jose",
        "State_County": "California",
        "Founding_year": "2000",
        "Size": "",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides public procurement data and analysis for suppliers",
        "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": "VendorRank",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "VendorRank is a free online platform aimed at helping federal agencies and government contractors find high quality business partnerships.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.vendorrank.io",
        "City": "Washington",
        "State_County": "District of Columbia",
        "Founding_year": "2016",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "We use open contracting data and analytics to reveal the highest performing federal contractors. Federal agencies and contractors looking to team with other companies can benefit from this. ",
        "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": "Accenture Federal Services",
        "Type_of_organization": "For-profit",
        "Organization_description": "Accenture Federal Services, a wholly owned subsidiary of Accenture LLP,  is a global professional services company providing a broad range of services and solutions in strategy, consulting, digital, technology and operations. ",
        "Sector": "Business, research and consulting",
        "URL": "https://www.accenture.com/us-en/afs-industry-index",
        "City": "Arlington",
        "State_County": "Virginia",
        "Founding_year": "2000",
        "Size": "1000+",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Education, Health, Health, Business, Business, Economic, Economic, Geospatial, Geospatial, Energy, Energy, Housing, Housing, Transportation, Transportation, Finance, Finance, Consumer, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Accenture Federal Services helps customers review and analyze public data to improve government productivity, efficiency, and service delivery. ",
        "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": "Jethro",
        "Type_of_organization": "For-profit",
        "Organization_description": "Jethro enables Business Intelligence users to analyze and visualize Big Data in real-time. ",
        "Sector": "Business, research and consulting",
        "URL": "https://jethro.io/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "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": "Sub-Saharan Africa",
        "Country": "Kenya",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Intelipro",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intelipro helps clients build a deeper understanding of their business operations, brand, customers, and industry in order to improve business performance. ",
        "Sector": "Business, research and consulting",
        "URL": "https://intelipro.co/",
        "City": "Nairobi",
        "State_County": "Nairobi",
        "Founding_year": "2008",
        "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
    },
    {
        "Region": "East Asia & Pacific",
        "Country": "Taiwan",
        "Country_income_level": null,
        "Organization_name": "Smart Robot",
        "Type_of_organization": "For-profit",
        "Organization_description": "Smart Robot helps clients answer their customers' questions.",
        "Sector": "Business, research and consulting",
        "URL": "https://data4matching.com/en/cases/detail/2",
        "City": "Taipei",
        "State_County": "",
        "Founding_year": null,
        "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
    }
]