[
    {
        "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": "Remi",
        "Type_of_organization": "For-profit",
        "Organization_description": "Remi uses quantitative economic analysis to guide policy decisions.",
        "Sector": "Governance",
        "URL": "www.remi.com",
        "City": "Amherst",
        "State_County": "Massachusetts",
        "Founding_year": "1980",
        "Size": "51 to 200",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Schneider Electric",
        "Type_of_organization": "For-profit",
        "Organization_description": "Schneider Electric is a specialist in energy management and provides industrial automation and software. They enable people to experience and transform efficiency where they live and work; from home to enterprise, across the grid and the city.",
        "Sector": "Energy and climate",
        "URL": "http://www.schneider-electric.com/us/en/",
        "City": "Andover",
        "State_County": "Massachusetts",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Environment, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "provides microgrid and CHP project development and design.",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "the ESCO division provides modernization - measurement and verification - and efficiency improvements to existing EPA Combined Heat and Power (CHP) installations",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "University of Michigan TRI",
        "Type_of_organization": "Other",
        "Organization_description": "The University of Michigan Transportation Research Institute is dedicated to achieving safe and sustainable transportation for a global society.",
        "Sector": "Education",
        "URL": "http://www.umtri.umich.edu",
        "City": "Ann Arbor",
        "State_County": "MI",
        "Founding_year": "1965",
        "Size": "51 to 200",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ProQuest",
        "Type_of_organization": "For-profit",
        "Organization_description": "ProQuest connects people with vetted, reliable information. Key to serious research, the company's products are a gateway to the world's knowledge including dissertations, governmental and cultural archives, news, historical collections and ebooks.",
        "Sector": "IT and geospatial",
        "URL": "http://www.proquest.com/",
        "City": "Ann Arbor",
        "State_County": "MI",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "ProQuest Dialog provides a collection of comprehensive full-text patents to researchers",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "FarmLogs",
        "Type_of_organization": "For-profit",
        "Organization_description": "FarmLogs is a way for farmers to forecast and measure profits, track expenses, manage risk, and get informed all from one place.",
        "Sector": "Agriculture",
        "URL": "http://farmlogs.com",
        "City": "Ann Arbor",
        "State_County": "MI",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Agriculture, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides agriculture open data for farmers.",
        "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": "Internews",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Internews is an international non-profit organization whose mission is to empower local media worldwide to give people the news and information they need, the ability to connect and the means to make their voices heard.",
        "Sector": "Media and communications",
        "URL": "https://www.internews.org/",
        "City": "Arcata",
        "State_County": "California",
        "Founding_year": "1982",
        "Size": "201 to 1000",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data in various stories - e.g. visualization of budgetary data at the local level www.openbudget.in.ua",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Social and Decision Analytics Lab",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Through data analytics, the Social and Decision Analytics Laboratory addresses social science issues in new ways that will transform the way we understand the world.",
        "Sector": "IT and geospatial",
        "URL": "http://vbi.vt.edu/sdal",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Pepco Energy Services",
        "Type_of_organization": "For-profit",
        "Organization_description": "Pepco Energy Services has successfully evolved to become one of the leading providers of energy and energy-related products and services for the full range of energy users from small business customers to large commercial, institutional, industrial and government users.",
        "Sector": "Energy and climate",
        "URL": "https://www.pepco.com/Pages/default.aspx",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "1995",
        "Size": "201 to 1000",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Resource Advisor is an online tool that enables energy benchmarking based on District Department of the Environment 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": "Hunch Analytics",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Hunch Analytics is dedicated to harnessing newly available data to help improve provider efficiency and consumer outcomes in healthcare and education.",
        "Sector": "IT and geospatial",
        "URL": "http://hunchanalytics.com/",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The Veterans Talent is a mapping tool to search for veteran skills and job postings",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "GovTribe",
        "Type_of_organization": "For-profit",
        "Organization_description": "GovTribe makes products to help people who are interested in the world of government contracting.",
        "Sector": "Governance",
        "URL": "http://govtribe.com",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses spending data to provide information on research federal contractors.",
        "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": "Govini",
        "Type_of_organization": "For-profit",
        "Organization_description": "Govini transforms big data generated by numerous federal, state, and municipal agencies into tools. analytics and benchmarks that executives need to make informed business decisions.",
        "Sector": "Governance",
        "URL": "http://www.govini.com",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2011",
        "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 business intelligence to seel to government.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Code for Northern Virginia",
        "Type_of_organization": "Developer group",
        "Organization_description": "Code for Northern Virginia (NoVA) are developers, designers, data geeks, leaders, and idea-makers who volunteer to help Arlington County, Alexandria City, and Fairfax County governments and civic orgs adopt open web technologies.",
        "Sector": "IT and geospatial",
        "URL": "http://codefornova.org/",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "developing a Patent Tracker with National Science Foundation &amp; NoVA Business using USPTO data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "American Truckers Association (ATA)",
        "Type_of_organization": "Other",
        "Organization_description": "American Trucking Associations is a national trade association for the trucking industry and aims to effectively advocate and communicate efforts designed to improve safety and profitability for their members.",
        "Sector": "Transportation and logistics",
        "URL": "http://ww.trucking.org",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "2015",
        "Size": "201 to 1000",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "influence policy and support education programs for the advancement of the trucking industry.",
        "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": "American Association of Motor Vehicle Administrators (AAMVA)",
        "Type_of_organization": "Other",
        "Organization_description": "AAMVA represents the state and provincial officials in the United States and Canada who administer and enforce motor vehicle laws and also serves as a liaison with other levels of government and the private sector. Its development and research activities provide guidelines for more effective public service.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.aamva.org/",
        "City": "Arlington",
        "State_County": "VA",
        "Founding_year": "1933",
        "Size": "51 to 200",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "AAMVA develops and maintains many information systems that facilitate the electronic exchange of driver - vehicle - and identity information between organizations.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "responding to data queries from members",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Apextech",
        "Type_of_organization": "For-profit",
        "Organization_description": "Apextech LLC, a commercial and government consulting firm, offers clients and partners innovative solutions to heighten business performance.",
        "Sector": "IT and geospatial",
        "URL": "http://apextechllc.com/",
        "City": "Arlington",
        "State_County": "Virginia",
        "Founding_year": "2003",
        "Size": "51 to 200",
        "Type_of_data_used": "International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "3 Round Stones Inc",
        "Type_of_organization": "For-profit",
        "Organization_description": "3 Round Stones' Open Source platform is used by the Fortune 2000 and US Government Agencies to collect, publish and reuse data, both public and proprietary.",
        "Sector": "IT and geospatial",
        "URL": "http://www.3RoundStones.com",
        "City": "Arlington",
        "State_County": "Virginia",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Health, Business, Environment, Geospatial, Energy, Weather, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides a Linked Data platform called Callimachus Enterprise, to reduce data silos and make information available for new insights",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "GeoHealth US Corp",
        "Type_of_organization": "For-profit",
        "Organization_description": "GeoHealth.us is advancing livability, workability and sustainability of U.S. cities, states and tribes by collecting and aligning hyperlocal data on air quality and chemical exposures.",
        "Sector": "IT and geospatial",
        "URL": "http://GeoHealth.us",
        "City": "Arlington",
        "State_County": "Virginia",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Health, Environment, Environment, Geospatial, Geospatial, Geospatial, Energy, Energy, Weather, Weather, Science and research, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "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": "Equifax",
        "Type_of_organization": "For-profit",
        "Organization_description": "Equifax leverages one of the largest sources of consumer and commercial data, along with advanced analytics and proprietary technology, to create customized insights for business.",
        "Sector": "Finance and insurance",
        "URL": "http://www.equifax.com",
        "City": "Atlanta",
        "State_County": "Georgia",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Government operations, Economic",
        "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": "Weather Underground",
        "Type_of_organization": "For-profit",
        "Organization_description": "Weather Underground supplies weather data solutions to media companies and millions of users across the globe through their mobile apps and website wunderground.com.",
        "Sector": "Energy and climate",
        "URL": "http://www.wunderground.com/",
        "City": "Atlanta",
        "State_County": "Georgia",
        "Founding_year": "1995",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Conveyal",
        "Type_of_organization": "For-profit",
        "Organization_description": "Conveyal is a consultancy specializing in open data and open source technology for the transport sector.",
        "Sector": "Transportation and logistics",
        "URL": "http://conveyal.com/",
        "City": "Atlanta",
        "State_County": "Georgia",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Conveyal-developed tools leverage open data created for public journey planning to build a robust - multi-modal transport model.",
        "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": "Weather Channel",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Weather Channel and weather.com provide a national and local weather forecast for cities, as well as weather radar, report and hurricane coverage.",
        "Sector": "Energy and climate",
        "URL": "http://www.weather.com/",
        "City": "Atlanta",
        "State_County": "GA",
        "Founding_year": "1982",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Urjanet",
        "Type_of_organization": "For-profit",
        "Organization_description": "Urjanet automates the collection and delivery of energy data. Better data gives you better insight, helping reduce energy spend and usage.",
        "Sector": "IT and geospatial",
        "URL": "http://urjanet.com",
        "City": "Atlanta",
        "State_County": "GA",
        "Founding_year": "2010",
        "Size": "201 to 1000",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Munetrix",
        "Type_of_organization": "For-profit",
        "Organization_description": "Munetrix is a web-based information source designed to give easy-to-understand access to financial information for municipal governments and school districts in a publicly accessible website.",
        "Sector": "Governance",
        "URL": "https://www.munetrix.com",
        "City": "Auburn Hills",
        "State_County": "Michigan",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Other, Legal, Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide a one stop business analytics platform for municipalities and schools",
        "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": "Zonability",
        "Type_of_organization": "For-profit",
        "Organization_description": "Zonability is a web application that provides economic development corporations an efficient way to identify and promote their community\u00e2\u20ac\u2122s real estate assets.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.zonability.com",
        "City": "Austin",
        "State_County": "Texas",
        "Founding_year": "2003",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "BuildFax",
        "Type_of_organization": "For-profit",
        "Organization_description": "BuildFax collects and organizes the data that helps companies solve critical property-related problems.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.buildfax.com/",
        "City": "Austin",
        "State_County": "Texas",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Noesis",
        "Type_of_organization": "For-profit",
        "Organization_description": "Noesis is a web-based platform for energy efficiency projects used by commercial and industrial energy professionals.",
        "Sector": "Energy and climate",
        "URL": "https://www.noesis.com/",
        "City": "Austin",
        "State_County": "Texas",
        "Founding_year": "1986",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Aunt Bertha",
        "Type_of_organization": "For-profit",
        "Organization_description": "Aunt Bertha works to make it easy to find and apply for government and charitable social service programs.",
        "Sector": "Governance",
        "URL": "https://www.auntbertha.com/",
        "City": "Austin",
        "State_County": "Texas",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Economic",
        "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": "Icalia Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Icalia Labs guide their clients through an agile process, staying ahead of their competition and leveraging opportunities with digital products.",
        "Sector": "IT and geospatial",
        "URL": "http://icalialabs.com/",
        "City": "Austin",
        "State_County": "Texas",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Business, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data for product development of consumer software products.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Stormpulse",
        "Type_of_organization": "For-profit",
        "Organization_description": "Stormpulse offers Riskpulse, a suite of risk management solutions for businesses affected by uncontrollable events.",
        "Sector": "Energy and climate",
        "URL": "http://stormpulse.com/",
        "City": "Austin",
        "State_County": "TX",
        "Founding_year": "2004",
        "Size": "1 to 10",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to offer weather information such as wind and pressure, to share hurricane tracking with colleagues.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Open Austin",
        "Type_of_organization": "Developer group",
        "Organization_description": "Promoting open government, open data, and civic application development in Austin, TX",
        "Sector": "Governance",
        "URL": "https://www.open-austin.org/",
        "City": "Austin",
        "State_County": "TX",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Health, Public safety, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "use of open data in various projects - e.g. 311 vs 10-ONE - Austin Restaurant Scores",
        "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": "Innography",
        "Type_of_organization": "For-profit",
        "Organization_description": "Innography combines patent data with many other data sources and analytics and visualizations to provide insights about patent assets, competitor actions and technology trends.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.innography.com",
        "City": "Austin",
        "State_County": "TX",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Health, Economic, Legal, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses patent open data to provide an IP analysis software for patent owners and innovators.",
        "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": "Avalara",
        "Type_of_organization": "For-profit",
        "Organization_description": "Avalara combines technology with available statutory content to deliver fully automated sales tax compliance solutions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.avalara.com",
        "City": "Bainbridge Island",
        "State_County": "Washington",
        "Founding_year": "2004",
        "Size": "1000+",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses tax data and open address data to create a sales tax automation software ",
        "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": "InfoCommerce Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "The InfoCommerce Group helps clients identify, design and launch new data products; improve existing products and develop market-aware business strategies.",
        "Sector": "Business, research and consulting",
        "URL": "http://infocommercegroup.com/",
        "City": "Bala Cynwyd",
        "State_County": "Pennsylvania",
        "Founding_year": "2000",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "HD Scores",
        "Type_of_organization": "For-profit",
        "Organization_description": "HDScores makes restaurant inspection data easily accessible to clients. ",
        "Sector": "Healthcare",
        "URL": "http://hdscores.com/",
        "City": "Baltimore",
        "State_County": "Maryland",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "create ways for client to make better decisions on based on actual restaurant inspection data collected by registered/licensed health inspectors in an easy to read, search and understand format",
        "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": "SpotCrime",
        "Type_of_organization": "For-profit",
        "Organization_description": "Public facing crime mapping and alert website.",
        "Sector": "Media and communications",
        "URL": "http://spotcrime.com",
        "City": "Baltimore",
        "State_County": "Maryland",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocate for open - equal - and fair access to crime data.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Kellogg Company",
        "Type_of_organization": "For-profit",
        "Organization_description": "Kellogg Company is a manufacturer and marketer of ready-to-eat cereal and convenience foods.",
        "Sector": "Consumer",
        "URL": "www.kelloggcompany.com",
        "City": "Battle Creek",
        "State_County": "Michigan",
        "Founding_year": "1906",
        "Size": "1000+",
        "Type_of_data_used": "Agriculture, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "The Kellogg Company has committed to using agriculture and geospatial data to improve operations sustainability across its supply chain.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Point Inside",
        "Type_of_organization": "For-profit",
        "Organization_description": "Point Inside provides digital in-store product location solutions for retailers to help mobile shoppers search, plan, and complete their in-store shopping trips. ",
        "Sector": "Consumer",
        "URL": "http://www.pointinside.com/",
        "City": "Bellevue",
        "State_County": "Washington",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses open data, such as demographics and weather information, to improve store operations as well as in-store mobile experience for customers.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Intelius",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intelius specializes in public records information, offering services to consumers and businesses which include background checks and identity theft protection.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.intelius.com/",
        "City": "Bellevue",
        "State_County": "Washington",
        "Founding_year": "2003",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Expert Health Data Programming",
        "Type_of_organization": "For-profit",
        "Organization_description": "EHDP provides customized desktop and web-based data query systems (Vitalnet) for analyzing large, complex data sets.",
        "Sector": "Healthcare",
        "URL": "http://www.ehdp.com/",
        "City": "Bellevue",
        "State_County": "Washington",
        "Founding_year": "1997",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, 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": "Captricity",
        "Type_of_organization": "For-profit",
        "Organization_description": "Captricity is a tech startup that has launched a completely self-serve data entry web service which extracts structured information, including handwriting, from paper forms.",
        "Sector": "IT and geospatial",
        "URL": "http://captricity.com",
        "City": "Berkeley",
        "State_County": "CA",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Economic",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Is a relevant player in open data by providing services around data.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CoolClimate",
        "Type_of_organization": "Other",
        "Organization_description": "CoolClimate provides a complete, high-resolution, peer-reviewed model of carbon footprints associated with transportation, foods, goods and services for households, businesses, organizations and cities.",
        "Sector": "Energy and climate",
        "URL": "http://coolclimate.berkeley.edu/",
        "City": "Berkeley",
        "State_County": "California",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy",
        "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": "Synthicity",
        "Type_of_organization": "For-profit",
        "Organization_description": "Synthicity builds easy-to-use tools, and provides custom solutions to help answer difficult urban development questions.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.synthicity.com/",
        "City": "Berkeley",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Evidera",
        "Type_of_organization": "For-profit",
        "Organization_description": "Evidera provides health economics, outcomes research, market access, data analytics and epidemiology services to life sciences organizations worldwide.",
        "Sector": "Healthcare",
        "URL": "http://www.evidera.com",
        "City": "Bethesda",
        "State_County": "MD",
        "Founding_year": "2013",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide consultancy services in health economics, outcomes research, market access, statistics and epidemiology.",
        "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": "Altova",
        "Type_of_organization": "For-profit",
        "Organization_description": "Altova is a software company specializing in tools to assist developers with data management, software and application development, and data integration.",
        "Sector": "IT and geospatial",
        "URL": "http://www.altova.com",
        "City": "Beverly",
        "State_County": "Massachusetts",
        "Founding_year": "1992",
        "Size": "51 to 200",
        "Type_of_data_used": "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": "State Farm Insurance",
        "Type_of_organization": "For-profit",
        "Organization_description": "State Farm is a group of insurance and financial services companies in the United States.",
        "Sector": "Finance and insurance",
        "URL": "http://www.statefarm.com/",
        "City": "Bloomington",
        "State_County": "Illinois",
        "Founding_year": "1922",
        "Size": "1000+",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cook Medical",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cook Medical is dedicated to bold leadership in pioneering innovative medical solutions to enhance patient care worldwide. ",
        "Sector": "Healthcare",
        "URL": "http://www.cookmedical.com/",
        "City": "Bloomington",
        "State_County": "Illinois",
        "Founding_year": "1963",
        "Size": "1000+",
        "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": "nGAP-Incorporated",
        "Type_of_organization": "For-profit",
        "Organization_description": "nGAP develops Cloud based SaaS solutions with a focus on accountability and transparency in government procurement, including the flagship product: the Open Acquisition System (OAS).",
        "Sector": "Governance",
        "URL": "http://www.ngap.com",
        "City": "Bonsall",
        "State_County": "California",
        "Founding_year": "2008",
        "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": "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": "GasBuddy OpenStore",
        "Type_of_organization": "For-profit",
        "Organization_description": "GasBuddy OpenStore operates websites and mobile apps that report fuel prices to the public throughcrowdsourcing and relationships with stations and credit card companies.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.gasbuddy.com/",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "GasBuddy uses GPS open data to directs users to nearby gas stations sorted by price and distance.",
        "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": "The Bridgespan Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Bridgespan Group is a nonprofit advisor and resource for mission-driven organizations and philanthropists.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.bridgespan.org/",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "1973",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Education, Health, 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": "Nautilytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Nautilytics develops software that enables businesses to make informed decisions from complex and dynamic data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.nautilytics.com",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "MuckRock",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "MuckRock makes it easier to file Freedom of Information Act requests so that its clients can focus on analyzing and reporting on the issues.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.muckrock.com",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Helps journalists - researchers - activists - and citizens to request - analyze and share government documents.",
        "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": "Liberty Mutual Insurance",
        "Type_of_organization": "For-profit",
        "Organization_description": "Liberty Mutual Insurance Company provides insurance products and services for restaurants, hotels, manufacturing businesses, and individuals and their families.",
        "Sector": "Finance and insurance",
        "URL": "http://www.libertymutual.com",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "1912",
        "Size": "1000+",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Fidelity Investments",
        "Type_of_organization": "For-profit",
        "Organization_description": "Fidelity Investments provides a wide range of services including investment management, retirement planning, brokerage, and human resources and benefits outsourcing services.",
        "Sector": "Finance and insurance",
        "URL": "https://www.fidelity.com",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "1946",
        "Size": "1000+",
        "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": "Charles River Associates",
        "Type_of_organization": "For-profit",
        "Organization_description": "Charles River Associates is a global consulting firm that offers economic, financial, and strategy expertise to major law firms, corporations, accounting firms, and governments.",
        "Sector": "Business, research and consulting",
        "URL": "http://crai.com/",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "1965",
        "Size": "201 to 1000",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cambridge Semantics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cambridge Semantics provides the Anzo software suite, an open platform for building interactive Unified Information Access solutions and rapidly using data from diverse sources.",
        "Sector": "IT and geospatial",
        "URL": "http://www.cambridgesemantics.com/home",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "HealthMap",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "HealthMap brings together disparate data sources to achieve a unified view of the current state of infectious diseases and their effect on health.",
        "Sector": "Healthcare",
        "URL": "http://www.healthmap.org/en/",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Health, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Zipcar",
        "Type_of_organization": "For-profit",
        "Organization_description": "Zipcar is an American car-sharing company and a subsidiary of Avis Budget Group.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.zipcar.com/",
        "City": "Boston",
        "State_County": "Massachusetts",
        "Founding_year": "1999",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "At its inception, Zipcar strategically mapped each Zipcar city, using demographic and social data, including the U.S. Census, to find zones where its services were most in demand.",
        "Application_Organizational_Optimization": "TRUE",
        "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": "Wanderu",
        "Type_of_organization": "For-profit",
        "Organization_description": "Wanderu provides the simplest way to find and book bus and train travel. They work directly with hundreds of ground travel providers to serve the US and major hubs in both Canada and Mexico.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.wanderu.com",
        "City": "Boston",
        "State_County": "MA",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "SimpleTuition",
        "Type_of_organization": "For-profit",
        "Organization_description": "The goal of SimpleTuition is to make it easier for students and their families to afford a higher education.",
        "Sector": "Education",
        "URL": "http://www.simpletuition.com/",
        "City": "Boston",
        "State_County": "MA",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to develop a student loan comparison tool for borrowers to choose loan options by lender, APR, monthly payment.",
        "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": "Tolemi",
        "Type_of_organization": "For-profit",
        "Organization_description": "Tolemi engages communities with open data to drive smart uses for public land.",
        "Sector": "Housing, construction & real estate",
        "URL": "https://www.tolemi.com/",
        "City": "Boston",
        "State_County": "MA",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Housing",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Using the power of data and information technology to connect governments to real estate entrepreneurs who, together, will build exciting, beautiful, distinct, and sustainable cities and towns of the future.",
        "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": "Kyruus",
        "Type_of_organization": "For-profit",
        "Organization_description": "Kyruus provides Patient Access &amp; Referral Management solutions enabling hospital systems to match patient demand to provider supply, engender patient retention, and maximize staff productivity.",
        "Sector": "Healthcare",
        "URL": "http://kyruus.com",
        "City": "Boston",
        "State_County": "MA",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses healthcare open data to inform users of hospitals and doctors.",
        "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": "EnergySage",
        "Type_of_organization": "For-profit",
        "Organization_description": "EnergySage simplifies the process of buying and selling Solar Photovoltaic (PV) systems and other clean energy technologies for residential and commercial applications.",
        "Sector": "Energy and climate",
        "URL": "https://www.energysage.com/",
        "City": "Boston",
        "State_County": "MA",
        "Founding_year": "2009",
        "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": "analysis helps determine the cost of solar systems",
        "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": "Simple Energy",
        "Type_of_organization": "For-profit",
        "Organization_description": "Simple Energy leverages energy data analytics, individualized messaging, and leading behavioral science.",
        "Sector": "Energy and climate",
        "URL": "http://simpleenergy.com/",
        "City": "Boulder",
        "State_County": "Colorado",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Energy",
        "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": "Inovalon",
        "Type_of_organization": "For-profit",
        "Organization_description": "Inovalon is a technology company that combines data analytics with targeted interventions to achieve meaningful impact in clinical outcomes and financial performance in healthcare.",
        "Sector": "Healthcare",
        "URL": "http://www.inovalon.com",
        "City": "Bowie",
        "State_County": "Maryland",
        "Founding_year": "1998",
        "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": "Golden Helix",
        "Type_of_organization": "For-profit",
        "Organization_description": "Golden Helix helps genetic research groups working with large DNA-sequences or microarray data to overcome the frustration &amp; challenges of bioinformatic roadblocks.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.goldenhelix.com/",
        "City": "Bozeman",
        "State_County": "Montana",
        "Founding_year": "1998",
        "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": "GeoLytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "GeoLytics provides demographic data, census demographics, market research data, and geocoding for social researchers and business marketing.",
        "Sector": "IT and geospatial",
        "URL": "http://www.geolytics.com",
        "City": "Branchburg",
        "State_County": "New Jersey",
        "Founding_year": "1996",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "collect open demographic data to provide research and business products in different categories: Estimates/Projections, Normalized Data, Business Packages, Custom Reports, etc.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "VitalChek",
        "Type_of_organization": "For-profit",
        "Organization_description": "VitalChek provides an affordable and reliable way to obtain government-issued vital records such as birth certificates and online service government agencies.",
        "Sector": "Governance",
        "URL": "https://www.vitalchek.com/",
        "City": "Brentwood",
        "State_County": "Tennessee",
        "Founding_year": "1987",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Business and Legal Resources",
        "Type_of_organization": "For-profit",
        "Organization_description": "Business &amp; Legal Resources helps U.S. businesses simplify compliance with state and federal legal requirements.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.blr.com",
        "City": "Brentwood",
        "State_County": "Tennessee",
        "Founding_year": "1977",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cloudspyre",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cloudspyre is a software development company and creator of Gender Gap, an award-winning app developed with Department of Labor data on gender inequality in compensation.",
        "Sector": "Governance",
        "URL": "http://www.cloudspyre.com/",
        "City": "Bristow",
        "State_County": "Virginia",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Economic",
        "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": "National Van Lines",
        "Type_of_organization": "For-profit",
        "Organization_description": "National Van Lines provides moving services for households, corporate relocation, government and the military.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.nationalvanlines.com",
        "City": "Broadview",
        "State_County": "Illinois",
        "Founding_year": "1901",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "EnergyHub",
        "Type_of_organization": "For-profit",
        "Organization_description": "EnergyHub provides a cloud-hosted platform for managing energy use in homes and small businesses.",
        "Sector": "Governance",
        "URL": "http://www.energyhub.com/",
        "City": "Brooklyn",
        "State_County": "NY",
        "Founding_year": "2007",
        "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": "products enable customers to save energy",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Weather AWhere",
        "Type_of_organization": "For-profit",
        "Organization_description": "aWhere delivers agricultural intelligence into the hands of farmers, commercial growers, and policymakers everywhere, from decision-making on a single field to informing national policy and corporate objectives.",
        "Sector": "Agriculture",
        "URL": "http://www.awhere.com/",
        "City": "Broomfield",
        "State_County": "Colorado",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Weather AWhere combines weather observations - forecast models and historical records from all over the world and downscales them to field level - transmitting information via SMS to help farmers better forecast and plan activities.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Open Data Waterloo Region",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Data Waterloo Region is a community group that advocates for governments and institutions to adopt open data policies in Waterloo Region, Ontario.",
        "Sector": "Governance",
        "URL": "http://www.opendatawr.ca/",
        "City": "Burlington",
        "State_County": "Vermont",
        "Founding_year": "2010",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Predilytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Predilytics is a healthcare predictive analytics company, taking machine learning techniques from financial services and consumer acquisition sectors and applying them to population health.",
        "Sector": "Healthcare",
        "URL": "http://www.predilytics.com",
        "City": "Burlington",
        "State_County": "Vermont",
        "Founding_year": "2012",
        "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": "uses open data to write research papers about the open innovation of healthcare and how to improve risk adjustment performance",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Faraday",
        "Type_of_organization": "For-profit",
        "Organization_description": "Faraday is bringing the scientific method to customer acquisition in the home improvement space. Our technology empowers contractors, installers, and retailers to target, launch, and track microcampaigns and discover winning strategies for finding new business.",
        "Sector": "Energy and climate",
        "URL": "http://www.faraday.io",
        "City": "Burlington",
        "State_County": "Vermont",
        "Founding_year": "2012",
        "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": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Neil Squire Society",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Neil Squire Society uses technology, knowledge and passion to empower Canadians with disabilities.",
        "Sector": "Education",
        "URL": "http://www.neilsquire.ca",
        "City": "Burnaby",
        "State_County": "British Columbia",
        "Founding_year": "1984",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Neil Squire Society empowers Canadians with disabilities through the use of computer-based assistive technologies, research and development, and various employment programs. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "US Green Data",
        "Type_of_organization": "For-profit",
        "Organization_description": "U.S. Green Data develops products that catalyze investments in energy development and efficiency, building innovative tools that improve how the world understands energy information.",
        "Sector": "Energy and climate",
        "URL": "http://www.usgreendata.com/",
        "City": "Cambridge",
        "State_County": "Massachusetts",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, 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": "GenoSpace",
        "Type_of_organization": "For-profit",
        "Organization_description": "GenoSpace has developed software systems for securely storing vast amounts of genomic and health data and providing it in formats specific to diverse user communities.",
        "Sector": "Healthcare",
        "URL": "http://www.genospace.com/",
        "City": "Cambridge",
        "State_County": "Massachusetts",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "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": "BetterLesson",
        "Type_of_organization": "For-profit",
        "Organization_description": "BetterLesson was founded by a group of public schools teachers to connect educators and help them create, organize, and share their curricula.",
        "Sector": "Education",
        "URL": "http://betterlesson.com",
        "City": "Cambridge",
        "State_County": "Massachusetts",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "H3 Biomedicine",
        "Type_of_organization": "For-profit",
        "Organization_description": "H3 Biomedicine is an oncology drug discovery company.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.h3biomedicine.com/",
        "City": "Cambridge",
        "State_County": "Massachusetts",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "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": "PatientsLikeMe",
        "Type_of_organization": "For-profit",
        "Organization_description": "PatientsLikeMe is designed to make healthcare better for everyone through sharing, support, and research.",
        "Sector": "Healthcare",
        "URL": "http://www.patientslikeme.com",
        "City": "Cambridge",
        "State_County": "MA",
        "Founding_year": "2004",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "PatientsLikeMe centered its business by aligning patient and industry interests through data-sharing partnerships. They work with trusted nonprofit, research and industry Partners who use this health data to improve products, services and care for patients. ",
        "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": "Forrester Research",
        "Type_of_organization": "For-profit",
        "Organization_description": "Forrester is a research and advisory firm serving three client segments by providing proprietary research, consumer and business data, custom consulting, events and online communities.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.forrester.com",
        "City": "Cambridge",
        "State_County": "MA",
        "Founding_year": "1983",
        "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": "Cambridge Systematics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cambridge Systematics is a transportation specialists that provide innovative policy and planning solutions, objective analysis, and technology applications to help their clients meet future transportation needs while improving the performance of existing infrastructure and operations.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.camsys.com/",
        "City": "Cambridge",
        "State_County": "MA",
        "Founding_year": "1972",
        "Size": "201 to 1000",
        "Type_of_data_used": "Environment, Transportation, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "consultants for U.S. DOT - EPA and NPS",
        "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": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Selkirk Geospatial Research Centre",
        "Type_of_organization": "Academic institution",
        "Organization_description": "The Selkirk Geospatial Research Centre (SGRC) is a research centre specializing in geospatial technologies to aid in solving critical issues pertaining to environmental and socio-economic problems.",
        "Sector": "IT and geospatial",
        "URL": "http://www.sgrc.selkirk.ca/",
        "City": "Castlegar",
        "State_County": "British Columbia",
        "Founding_year": "2003",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Health, Health, Business, Business, Economic, Economic, Environment, Environment, Geospatial, Geospatial",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data for advocacy on issues relating to the environment, economic development, healthcare, and open government.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "In curriculum at Selkirk College for Geographic Information Systems.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Research in biodiverstiy, watershed protection, soil productivity, and forest management, as well as rural economic development, and open data for open government in rural BC.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Construction Monitor",
        "Type_of_organization": "For-profit",
        "Organization_description": "Construction Monitor provides timely, detailed and accurate building permit information, using state of the art technologies to continuously improve its work processes.",
        "Sector": "Housing, construction & real estate",
        "URL": "https://www.constructionmonitor.com/",
        "City": "Cedar City",
        "State_County": "Utah",
        "Founding_year": "1989",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CARFAX",
        "Type_of_organization": "For-profit",
        "Organization_description": "CARFAX provides vehicle history information on used cars and maintains a vehicle history database available in North America.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.carfax.com",
        "City": "Centreville",
        "State_County": "VA",
        "Founding_year": "1984",
        "Size": "201 to 1000",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Wolfram Research",
        "Type_of_organization": "For-profit",
        "Organization_description": "Wolfram Research is a leading developer of technical computing software, offering organization-wide computing solutions.",
        "Sector": "IT and geospatial",
        "URL": "http://www.wolfram.com/",
        "City": "Champaign",
        "State_County": "Illinois",
        "Founding_year": "1987",
        "Size": "201 to 1000",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "University of North Carolina Highway Safety Research Center (HSRC)",
        "Type_of_organization": "Other",
        "Organization_description": "University of North Carolina Highway Safety Research Center conducts interdisciplinary research aimed at reducing deaths, injuries and related societal costs of roadway crashes.",
        "Sector": "Education",
        "URL": "http://www.hsrc.unc.edu",
        "City": "Chapel Hill",
        "State_County": "NC",
        "Founding_year": "1965",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Motorola Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Motorola Solutions provides mission-critical communications products and services to public safety and commercial customers around the world.",
        "Sector": "Media and communications",
        "URL": "http://www.motorolasolutions.com",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "1928",
        "Size": "1000+",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Public Engines platform uses public safety open data, such as 311 data, to develop a emergency response and crime prevention system.",
        "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": "TowerData",
        "Type_of_organization": "For-profit",
        "Organization_description": "Rapleaf makes it easy for marketers to access the data they need to personalize content for their customers, fueling marketing automation tools.",
        "Sector": "IT and geospatial",
        "URL": "http://intelligence.towerdata.com/",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Webitects",
        "Type_of_organization": "For-profit",
        "Organization_description": "Webitects is a web design, design research, and software development consultancy.",
        "Sector": "IT and geospatial",
        "URL": "http://webitects.com",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "1998",
        "Size": "11 to 50",
        "Type_of_data_used": "Education, Legal, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "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": "R R Donnelley",
        "Type_of_organization": "For-profit",
        "Organization_description": "RR Donnelley, a global integrated communications provider, uses digital, conventional, and web-based technologies to provide premedia, printing, logistics and business process outsourcing.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.rrdonnelley.com",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "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": "Open City",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Crime in Chicago is a data visualization by Open City that lets you explore crime trends in Chicago's 50 wards.",
        "Sector": "Governance",
        "URL": "http://www.crimeinchicago.org/",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "DataMade",
        "Type_of_organization": "For-profit",
        "Organization_description": "Datamade deploys civic apps, builds custom visualizations, and trains people to work with open data.",
        "Sector": "Governance",
        "URL": "http://datamade.us",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Public safety",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Comcast - EveryBlock",
        "Type_of_organization": "For-profit",
        "Organization_description": "EveryBlock (a Comcast initiative) is a website for neighborhood discussions and engagement, including the latest local media stories, crime reports, real estate listings and business reviews.",
        "Sector": "Media and communications",
        "URL": "http://www.everyblock.com/",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": "Health, Business, Public safety, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "EveryBlock displays data on 311 requests from local governments - food inspections - crime reports - building permits and business licenses in a simple - easy-to-use format",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Center for Neighborhood Technology",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "CNT delivers game-changing research, tools, and solutions to create sustainable + equitable communities.",
        "Sector": "IT and geospatial",
        "URL": "http://www.cnt.org/",
        "City": "Chicago",
        "State_County": "IL",
        "Founding_year": "1978",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "uses open data in various project - e.g. Transit Future",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "TransUnion",
        "Type_of_organization": "For-profit",
        "Organization_description": "TransUnion provides credit information and information management services, serving approximately 45,000 businesses and approximately 500 million consumers worldwide.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.transunion.com/",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "1968",
        "Size": "1000+",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "SpotHero.com",
        "Type_of_organization": "For-profit",
        "Organization_description": "SpotHero provides parking at over 100 locations in the Chicago area and is expanding to other cities around the U.S.",
        "Sector": "Transportation and logistics",
        "URL": "http://spothero.com/",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Morningstar",
        "Type_of_organization": "For-profit",
        "Organization_description": "Morningstar is a global provider of independent investment research, serving individual investors, financial advisors, asset managers, and retirement plan providers and sponsors.",
        "Sector": "Finance and insurance",
        "URL": "http://www.morningstar.com",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "1984",
        "Size": "1000+",
        "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": "mHealthCoach",
        "Type_of_organization": "For-profit",
        "Organization_description": "mHealthCoach facilitates routine follow up visits, which are scripted as mobile and web sessions that keep providers, patients and care-givers connected in-between clinical visits. ",
        "Sector": "Healthcare",
        "URL": "http://mhealthcoach.com",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "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": "Civis Analytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Civis Analytics helps companies, non-profits, and campaigns leverage their data to develop smarter strategy, make better decisions, and build stronger, data-driven organizations.",
        "Sector": "IT and geospatial",
        "URL": "http://civisanalytics.com/",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2013",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cappex",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cappex offers solutions to colleges and universities that allow them to reach and connect with students.",
        "Sector": "Education",
        "URL": "www.cappex.com",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2006",
        "Size": "51 to 200",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Niinja",
        "Type_of_organization": "For-profit",
        "Organization_description": "Niinja is a search engine for Federal Logistics Information System (FLIS) datasets, including information on products purchased by the U.S. Defense Department.",
        "Sector": "IT and geospatial",
        "URL": "https://niinja.co",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to build up a FLIS search tool- search individual or multiple NSNs, NIINs, FSC codes, supplier CAGE codes, keywords and more.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ThoughtWorks",
        "Type_of_organization": "For-profit",
        "Organization_description": "ThoughtWorks is a global software delivery and products company specializing in agile software development and contributing to open source projects.",
        "Sector": "IT and geospatial",
        "URL": "http://www.thoughtworks.com/",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2000",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Organizes hacks focused on open government data to create new tools and applications.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "2nd City Zoning",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "An Open City App, 2nd City Zoning is an interactive map that lets you find out how your building is zoned, learn where to locate your business and explore zoning patterns throughout the city.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://secondcityzoning.org/",
        "City": "Chicago",
        "State_County": "Illinois",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "app uses local zoning data to provide an interactive map that lets users find out how their building is zoned, learn where to locate their business, and explore zoning patterns throughout the city",
        "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": "CostQuest",
        "Type_of_organization": "For-profit",
        "Organization_description": "CostQuest provides global knowledge of costs, business functions, network modeling, telecommunications, economics, regulation, and application of the correct data to make accurate business decisions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.costquest.com",
        "City": "Cincinnati",
        "State_County": "Ohio",
        "Founding_year": "1990",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "The Kroger Co.",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Kroger Company, together with its subsidiaries, operates retail food and drug stores, multi-department stores, jewelry stores, and convenience stores. ",
        "Sector": "Consumer",
        "URL": "http://www.thekrogerco.com/",
        "City": "Cincinnati",
        "State_County": "Ohio",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Business, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "The Kroger Company uses data from the American Community Survey (ACS) for market analysis and specialty research projects. Its primary market research involves projecting sales for new and remodeled grocery stores based on population counts and household profiles from the ACS. ",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Veterans Enterprise Technology Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Veterans Enterprise Technology Solutions, Inc. provides information technology support services to government and commercial customers in the United States.",
        "Sector": "IT and geospatial",
        "URL": "http://www.vets-inc.com",
        "City": "Clarksville",
        "State_County": "VA",
        "Founding_year": "2005",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "provides administrative - security and technology services for government agencies.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "StreamLink Software",
        "Type_of_organization": "For-profit",
        "Organization_description": "StreamLink Software is a privately held software as a service (SaaS) company that develops web-based grant and board management software products for nonprofit and public sector organizations.",
        "Sector": "IT and geospatial",
        "URL": "http://www.streamlinksoftware.com",
        "City": "Cleveland",
        "State_County": "Ohio",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Disabled American Veterans (DAV)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Annually, the DAV represents more than 200,000 veterans and their dependents with claims for benefits from the Department of Veterans Affairs and Department of Defense.",
        "Sector": "Healthcare",
        "URL": "http://www.dav.org/",
        "City": "Cold Spring",
        "State_County": "Kentucky",
        "Founding_year": "1920",
        "Size": "201 to 1000",
        "Type_of_data_used": "Government operations, Health",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data as a voice so that veterans can access the full range of benefits available to them.",
        "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": "University of Maryland CATT Lab",
        "Type_of_organization": "Other",
        "Organization_description": "The Center for Advanced Transportation Technology Laboratory at the University of Maryland was established as an academic applied research and development lab to support national, state, and local efforts to solve important transportation, safety, and security problems.",
        "Sector": "Education",
        "URL": "http://www.cattlab.umd.edu/",
        "City": "College Park",
        "State_County": "MD",
        "Founding_year": "2002",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Impaq International",
        "Type_of_organization": "For-profit",
        "Organization_description": "Impaq applies quantitative and qualitative research to conduct impact evaluations and research studies on workforce development, health, and education programs and policies.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.impaqint.com",
        "City": "Columbia",
        "State_County": "Maryland",
        "Founding_year": "2001",
        "Size": "201 to 1000",
        "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": "Chemical Abstracts Service",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Chemical Abstracts Service, a division of the American Chemical Society, finds, collects and organizes all publicly disclosed chemical substance information.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.cas.org",
        "City": "Columbus",
        "State_County": "Ohio",
        "Founding_year": "1907",
        "Size": "1000+",
        "Type_of_data_used": "Environment, Legal, 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": "",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "bigml",
        "Type_of_organization": "For-profit",
        "Organization_description": "BigML offers cloud-based machine learning services, distributed systems, and data visualization",
        "Sector": "IT and geospatial",
        "URL": "https://bigml.com/",
        "City": "Corvallis",
        "State_County": "OR",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "using thousands of public data sources in bigml platform for demonstration",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Experian",
        "Type_of_organization": "For-profit",
        "Organization_description": "Experian provides information, analytical tools, and marketing services to help organizations and consumers manage the risk and reward of commercial and financial decisions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.experian.com",
        "City": "Costa Mesa",
        "State_County": "California",
        "Founding_year": "1980",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Embark",
        "Type_of_organization": "For-profit",
        "Organization_description": "Embark provides an accurate, reliable, and interactive transit experience that helps reach their destinations.",
        "Sector": "Transportation and logistics",
        "URL": "https://letsembark.io/start/en/front",
        "City": "Cupertino",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide free, fast, and simple mobile apps for mass transitriders worldwide",
        "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": "MDB Capital",
        "Type_of_organization": "For-profit",
        "Organization_description": "MDB Capital Group is Wall Street\u00e2\u20ac\u2122s only intellectual property-focused investment bank, with over 15 years of experience launching disruptive technology companies into the public markets.",
        "Sector": "Finance and insurance",
        "URL": "http://www.mdb.com/",
        "City": "Dallas",
        "State_County": "Texas",
        "Founding_year": "1997",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "created PatentVest - a fully-integrated analytic and reporting platform that measures - scores and ranks every patent and application in the USPTO database.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "IQVIA",
        "Type_of_organization": "For-profit",
        "Organization_description": "IMS Health is an information, services and technology company dedicated to making improving healthcare.",
        "Sector": "Healthcare",
        "URL": "https://www.iqvia.com/",
        "City": "Danbury",
        "State_County": "Connecticut",
        "Founding_year": "1954",
        "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": "Copyright Clearance Center",
        "Type_of_organization": "For-profit",
        "Organization_description": "Copyright Clearance Center (CCC) is a global rights broker for books, journals, blogs, movies and more.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.copyright.com",
        "City": "Danvers",
        "State_County": "Massachusetts",
        "Founding_year": "1978",
        "Size": "201 to 1000",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Teradata",
        "Type_of_organization": "For-profit",
        "Organization_description": "Teradata Corporation is an American computer company that sells database software for data warehouses and analytic applications, including Big Data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.teradata.com/",
        "City": "Dayton",
        "State_County": "OH",
        "Founding_year": "1979",
        "Size": "1000+",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Ford Motor Company",
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        "Sector": "Transportation and logistics",
        "URL": "http://www.ford.com",
        "City": "Dearborn",
        "State_County": "Michigan",
        "Founding_year": "1903",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Business, Geospatial, Public safety, Transportation, Weather, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Sector": "Governance",
        "URL": "http://smartprocure.us/",
        "City": "Deerfield",
        "State_County": "Massachusetts",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Peterson's",
        "Type_of_organization": "For-profit",
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        "URL": "https://www.petersons.com/",
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        "State_County": "CO",
        "Founding_year": "1966",
        "Size": "51 to 200",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Healthgrades",
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        "Organization_description": "Healthgrades is an online resource for comprehensive information about physicians and hospitals.",
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        "URL": "http://www.healthgrades.com/",
        "City": "Denver",
        "State_County": "CO",
        "Founding_year": "1998",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses healthcare open data to inform users of hospitals and doctors.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "DigitalGlobe is an American commercial vendor of space imagery and geospatial content, and operator of civilian remote sensing spacecraft.",
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        "URL": "https://www.digitalglobe.com/",
        "City": "Denver",
        "State_County": "CO",
        "Founding_year": "1992",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "By means of analysing before and after satellite data - damaged buildings and areas can be identified in order to optimize the aid process",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "LegiNation",
        "Type_of_organization": "For-profit",
        "Organization_description": "LegiNation, Inc was founded to make state level legislation more readily available to professionals and the public at large.",
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        "URL": "https://www.billtrack50.com",
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        "State_County": "Colorado",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data for citizens to search and track information about federal and state bills and legislators.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "LOVELAND Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Loveland Technologies is dedicated to putting America online, one parcel at a time.",
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        "URL": "http://www.makeloveland.com",
        "City": "Detroit",
        "State_County": "MI",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Gathers and presents information about property in clear, actionable ways.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Data-Driven Detroit",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Data Driven Detroit (D3) provides accessible high-quality information and analysis to drive informed decision-making that will strengthen communities in Southeast Michigan.",
        "Sector": "IT and geospatial",
        "URL": "http://datadrivendetroit.org/",
        "City": "Detroit",
        "State_County": "MI",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Education, Economic, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "use current and historic demographic - socioeconomic - educational - environmental - and other indicators by region - city and block.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PlotWatt",
        "Type_of_organization": "For-profit",
        "Organization_description": "PlotWatt shows people how to reduce their electricity bills by analyzing smart meter data to identify sources of energy waste",
        "Sector": "Energy and climate",
        "URL": "https://plotwatt.com",
        "City": "Durham",
        "State_County": "NC",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open datas to write software and create algorithms. By monitoring location-based usage they uncover the energy-saving opportunities that offer the biggest return. PlotWatt then generates customized recommendations to help employees reduce usage through small changes to their daily routines.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Sector": "Healthcare",
        "URL": "https://www.optum.com/",
        "City": "Eden Prairie",
        "State_County": "Minnesota",
        "Founding_year": "1993",
        "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": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Home Tribe",
        "Type_of_organization": "For-profit",
        "Organization_description": "HomeTribe is a company that uses data to create algorithms that match homebuyers to homes.",
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        "City": "Edmonton",
        "State_County": "Alberta",
        "Founding_year": "2002",
        "Size": "1 to 10",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses open data to map and compare property-tax assessments across the city of Edmonton.",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
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        "URL": "https://data.edmonton.ca/",
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        "State_County": "Alberta",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data, such as Uses 311 and elections data, in various civic projects.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "MyAgData was established by a team of precision farming and crop insurance experts to assist farmers, crop insurance agents and ag service providers with the acreage reporting process.",
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        "URL": "http://myagdatacorp.azurewebsites.net",
        "City": "Effingham",
        "State_County": "Illinois",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "MyAgData uses crop and land information to facilitate crop insurance acreage reporting.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Stillwater Supercomputing",
        "Type_of_organization": "For-profit",
        "Organization_description": "Stillwater is providing better, faster, and cheaper methods to transform raw data into operational benefit, through characterization, prediction, and optimization.",
        "Sector": "IT and geospatial",
        "URL": "http://www.stillwater-sc.com/",
        "City": "El Dorado Hills",
        "State_County": "California",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Health, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "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": "Recargo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Recargo is a software and services company that provides guidance to drivers and industry to support the adoption and growth of plug-in car technology.",
        "Sector": "Energy and climate",
        "URL": "http://www.recargo.com",
        "City": "El Segundo",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Energy",
        "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": "Galorath",
        "Type_of_organization": "For-profit",
        "Organization_description": "Galorath's SEER tools help remove the risk and uncertainty from projects by providing predictions of their time and cost to develop.",
        "Sector": "Business, research and consulting",
        "URL": "http://galorath.com/",
        "City": "El Segundo",
        "State_County": "California",
        "Founding_year": "1987",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Los Angeles Times",
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        "Organization_description": "The Los Angeles Times is a daily newspaper published in Los Angeles, California.",
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        "URL": "http://www.latimes.com/",
        "City": "El Segundo",
        "State_County": "California",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Beam Farms",
        "Type_of_organization": "For-profit",
        "Organization_description": "Beam Farms is a grain farm.",
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        "URL": "http://www.beam-farms.com/",
        "City": "Elverson",
        "State_County": "Pennsylvania",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "National Agricultural Statistics Service provides useful information for planning farm operations",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "NextBus",
        "Type_of_organization": "For-profit",
        "Organization_description": "NextBus is dedicated to providing cost effective, high quality, reliable, real-time transportation information to the passengers and managers of public transit.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.nextbus.com",
        "City": "Emeryville",
        "State_County": "CA",
        "Founding_year": "1997",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide cost-effective, high-quality, and reliable real-time information to the riders and managers of public transit.",
        "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": "Xcential",
        "Type_of_organization": "For-profit",
        "Organization_description": "Xcential is a vendor of legislative products and services to governmental bodies at all levels.",
        "Sector": "Governance",
        "URL": "http://xcential.com/",
        "City": "Encinitas",
        "State_County": "California",
        "Founding_year": "2003",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Intermap Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intermap provides on-demand geospatial solutions and is focused on improving the way people, businesses, and governments use location-based information.",
        "Sector": "IT and geospatial",
        "URL": "www.intermap.com",
        "City": "Englewood",
        "State_County": "Colorado",
        "Founding_year": "1996",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "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": "Atlas Van Lines",
        "Type_of_organization": "For-profit",
        "Organization_description": "Atlas World Group, Inc. is a family of companies delivering transportation and related services globally through a network of quality agents and select service partners.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.atlasvanlines.com/",
        "City": "Evansville",
        "State_County": "Indiana",
        "Founding_year": "1948",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Public Mapping Project",
        "Type_of_organization": "Developer group",
        "Organization_description": "The Public Mapping Project is comprised of a coalition of people who believe that democracy works best when the public is engaged. ",
        "Sector": "Governance",
        "URL": "http://www.publicmapping.org",
        "City": "Fairfax",
        "State_County": "Virginia",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Geospatial",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data such as geographical - population - and election data to improve public participation in redistricting.",
        "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": "5P Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "5P Solutions are artisans of mobile platforms.",
        "Sector": "IT and geospatial",
        "URL": "http://www.5psolutions.com/",
        "City": "Fairfax",
        "State_County": "Virginia",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provide services such as software development and consulting in the area of Enterprise Content Management using products like EMC Documentum and Alfresco.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "IP.com",
        "Type_of_organization": "For-profit",
        "Organization_description": "IP.com is an intellectual property solutions provider that helps organizations make complex business decisions around their innovations.",
        "Sector": "Business, research and consulting",
        "URL": "http://ip.com/",
        "City": "Fairport",
        "State_County": "New York",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "provides access to IP information through the Patent Value Report - Patent Factor Index Report and Prior Art Database",
        "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": "Sophic Systems Alliance",
        "Type_of_organization": "For-profit",
        "Organization_description": "Sophic provides innovative software to help accelerate the process of drug discovery.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.sophicalliance.com",
        "City": "Falmouth",
        "State_County": "Massachusetts",
        "Founding_year": "1993",
        "Size": "1 to 10",
        "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": "North American Van Lines",
        "Type_of_organization": "For-profit",
        "Organization_description": "North American Van Lines is a licensed, bonded and insured mover with physical locations throughout North America.",
        "Sector": "Transportation and logistics",
        "URL": "http://northamericanvanlines.com",
        "City": "Fort Wayne",
        "State_County": "Indiana",
        "Founding_year": "1933",
        "Size": "201 to 1000",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Electronic Recyclers International",
        "Type_of_organization": "For-profit",
        "Organization_description": "Electronic Recyclers International is a recycler of e-waste in the U.S.",
        "Sector": "Energy and climate",
        "URL": "https://eridirect.com/",
        "City": "Fresno",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "201 to 1000",
        "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": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Castle Biosciences",
        "Type_of_organization": "For-profit",
        "Organization_description": "Castle Biosciences works with cancer institutions to license proprietary technologies and complete development and validation, making tests available to individuals afflicted with rare cancer.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.castlebiosciences.com",
        "City": "Friendswood",
        "State_County": "Texas",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "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": "DC News & Data Inc",
        "Type_of_organization": "For-profit",
        "Organization_description": "DC News &amp; Data Inc provides news and analysis to insurance companies.",
        "Sector": "Media and communications",
        "URL": "http://www.iccasap.com",
        "City": "Gaithersburg",
        "State_County": "Maryland",
        "Founding_year": "1982",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "enables the purchase of Federal Motor Carrier Safety Administration certificates",
        "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": "Gatineau Open (Gatineau Ouverte)",
        "Type_of_organization": "Developer group",
        "Organization_description": "Gatineau Open (Gatineau Ouverte) is a citizen initiative which aims to promote open access to civic information for the City of Gatineau.",
        "Sector": "Governance",
        "URL": "http://gatineauouverte.org/",
        "City": "Gatineau",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Earth Networks",
        "Type_of_organization": "For-profit",
        "Organization_description": "Earth Networks gathers and analyzes atmospheric observations using the world\u00e2\u20ac\u2122s largest weather observation and lightning detection networks.",
        "Sector": "Energy and climate",
        "URL": "www.earthnetworks.com",
        "City": "Germantown",
        "State_County": "Maryland",
        "Founding_year": "1993",
        "Size": "51 to 200",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to help consumers, governments and enterprises worldwide know before with current conditions, forecasts, and severe weather alerts when minutes matter",
        "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": "FirstPoint",
        "Type_of_organization": "For-profit",
        "Organization_description": "FirstPoint is a national provider of information and operation services, offering Equifax credit solutions, revenue cycle management, decision data and organizational management.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.firstpointresources.com/",
        "City": "Greensboro",
        "State_County": "North Carolina",
        "Founding_year": "1941",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Mastercard, Inc. ",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mastercard, Inc. is a technology company, which engages in the global payments industry that connects consumers, financial institutions, merchants, governments, and business.",
        "Sector": "Finance and insurance",
        "URL": "https://www.mastercard.us/",
        "City": "Harrison",
        "State_County": "New York",
        "Founding_year": "1966",
        "Size": "1000+",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Maponics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Maponics specializes in location-based data and information for businesses, including School, Neighborhood, Subdivision, Shopping, College Campus, City, ZIP Code, and Carrier Route Boundaries.",
        "Sector": "IT and geospatial",
        "URL": "http://www.maponics.com/",
        "City": "Hartford",
        "State_County": "Vermont",
        "Founding_year": "2001",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "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": "Quertle",
        "Type_of_organization": "For-profit",
        "Organization_description": "Quertle is an information technology company that provides an award-winning, easy to use, powerful search engine for scholarly literature.",
        "Sector": "IT and geospatial",
        "URL": "http://www.quertle.com/",
        "City": "Henderson",
        "State_County": "Nevada",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "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": "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "EagleForce Associates",
        "Type_of_organization": "For-profit",
        "Organization_description": "EagleForce Associates, Inc. is an advanced technology development and consulting firm focused on leading and supporting clients with their most difficult challenges.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.theeagleforce.net/",
        "City": "Herndon",
        "State_County": "VA",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "data used in the development of solutions for improved operations.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Spikes Cavell",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spikes Cavell is a management information and business intelligence company that provides tools to enhance spend visibility for government bodies, educational institutions and large corporations.",
        "Sector": "IT and geospatial",
        "URL": "http://www.spikescavell.com",
        "City": "Herndon",
        "State_County": "Virginia",
        "Founding_year": "2003",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "karmadata",
        "Type_of_organization": "For-profit",
        "Organization_description": "karmadata offers a simplified, live, visual, and linked collection of the world's healthcare data. ",
        "Sector": "Healthcare",
        "URL": "http://www.karmadata.com",
        "City": "Hingham",
        "State_County": "Massachusetts",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Health, Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "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": "Smartronix",
        "Type_of_organization": "For-profit",
        "Organization_description": "Smartronix is an information technology and engineering solutions provider with core offerings focused around NetOps, Cyber Security, Cloud Computing, Enterprise Software and Health IT.",
        "Sector": "IT and geospatial",
        "URL": "http://smartronix.com/",
        "City": "Hollywood",
        "State_County": "Maryland",
        "Founding_year": "1995",
        "Size": "201 to 1000",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "EMC",
        "Type_of_organization": "For-profit",
        "Organization_description": "EMC provides technologies and tools to help businesses design infrastructures to store and protect information in service of it becoming accessible and actionable.",
        "Sector": "IT and geospatial",
        "URL": "http://www.emc.com/",
        "City": "Hopkinton",
        "State_County": "Massachusetts",
        "Founding_year": "1979",
        "Size": "1000+",
        "Type_of_data_used": "Education, Environment, Public safety, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "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": "CareSet Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "CareSet Labs is a data set (comprised of fifty million connections) that shows how healthcare providers team to provide care.",
        "Sector": "Healthcare",
        "URL": "https://careset.com/datasets/",
        "City": "Houston",
        "State_County": "Pennsylvania",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "releases reliable and current data to the improve the healthcare system",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to create DocGraph datasets for users to restructure provider networks, teach classes, start companies, and report on quality metrics.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "January Advisors",
        "Type_of_organization": "For-profit",
        "Organization_description": "January Advisors provides solutions for the public sector using policy analysis strategy, modern technology and data analysis.",
        "Sector": "IT and geospatial",
        "URL": "http://www.januaryadvisors.com",
        "City": "Houston",
        "State_County": "Texas",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Education, Business, Economic, Environment, Environment, Arts and culture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "January Advisors helped draft the first City of Houston open data policy in 2014. Since then - a tremendous about of headway has been made on developing a more efficient planning and procurement process in the City.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Transafe",
        "Type_of_organization": "For-profit",
        "Organization_description": "Transafe specialized services includes consulting, online management tools, and outsourced services.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.transafe-inc.com",
        "City": "Houston",
        "State_County": "TX",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "FlightAware",
        "Type_of_organization": "For-profit",
        "Organization_description": "FlightAware offers free flight tracking services for both private and commercial air traffic.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.flightaware.com/",
        "City": "Houston",
        "State_County": "TX",
        "Founding_year": "2005",
        "Size": "51 to 200",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Wheaton World Wide Moving",
        "Type_of_organization": "For-profit",
        "Organization_description": "Wheaton World Wide Moving is a transportation service provider that conducts corporate relocations, interstate moves, relocation services, military and special moves.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.wheatonworldwide.com/",
        "City": "Indianapolis",
        "State_County": "Indiana",
        "Founding_year": "1945",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "TopCoder",
        "Type_of_organization": "Developer group",
        "Organization_description": "The TopCoder community gathers the world\u00e2\u20ac\u2122s experts in design, development and data science to work on interesting and challenging problems for fun and reward.",
        "Sector": "IT and geospatial",
        "URL": "http://www.topcoder.com/",
        "City": "Indianapolis",
        "State_County": "Indiana",
        "Founding_year": "2001",
        "Size": "51 to 200",
        "Type_of_data_used": "Health, Energy, Science and research",
        "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": "Eli Lilly",
        "Type_of_organization": "For-profit",
        "Organization_description": "Lilly is a health care provider that unites caring with discovery.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.lilly.com",
        "City": "Indianapolis",
        "State_County": "Indiana",
        "Founding_year": "0",
        "Size": "1000+",
        "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": "American Red Ball Movers",
        "Type_of_organization": "For-profit",
        "Organization_description": "American Red Ball Movers is a long distance relocation moving company that serves families and businesses.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.redball.com",
        "City": "Indianapolis",
        "State_County": "Indiana",
        "Founding_year": "1919",
        "Size": "201 to 1000",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Adaptive",
        "Type_of_organization": "For-profit",
        "Organization_description": "Adaptive helps organizations leverage what they have by providing a knowledge management asset that facilitates reuse, analytics and compliance throughout the organization.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.adaptive.com",
        "City": "Irvine",
        "State_County": "California",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Smart Utility Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "Smart Utility Systems focusses on products, solutions and services that accelerate return on smart grid investments for the energy and utility sector.",
        "Sector": "Energy and climate",
        "URL": "http://smartusys.com/",
        "City": "Irvine",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "201 to 1000",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CoreLogic",
        "Type_of_organization": "For-profit",
        "Organization_description": "CoreLogic maintains one of the largest and most comprehensive real estate, mortgage-finance and property location databases in the country.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.corelogic.com/",
        "City": "Irvine",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "1000+",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "AAA National",
        "Type_of_organization": "Other",
        "Organization_description": "AAA provides services such as travel, automotive, insurance, financial, and discounts.",
        "Sector": "Transportation and logistics",
        "URL": "http://AAA.com",
        "City": "Irving",
        "State_County": "Texas",
        "Founding_year": "1902",
        "Size": "1000+",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "AAA has testified before Congress on the need for better data on car/truck crashes which can serve as the foundation for effective traffic safety solutions.",
        "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": "PublicData",
        "Type_of_organization": "For-profit",
        "Organization_description": "PublicData.com is the number one resource for public records from local, state, and federal agencies",
        "Sector": "IT and geospatial",
        "URL": "http://www.publicdata.com/",
        "City": "Irving",
        "State_County": "TX",
        "Founding_year": "1997",
        "Size": "",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Health, Economic, Legal, Public safety, Public safety, Transportation, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "service is fully based on open data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "National Safety Council",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The National Safety Council saves lives by preventing injuries and deaths at work, in homes and communities and on the roads, through leadership, research, education and advocacy.",
        "Sector": "Governance",
        "URL": "http://www.nsc.org/",
        "City": "Itasca",
        "State_County": "Illinois",
        "Founding_year": "1913",
        "Size": "201 to 1000",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to promote health and safety.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "publishes guides for preventing unintentional injuries and deaths",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Suddath",
        "Type_of_organization": "For-profit",
        "Organization_description": "Suddath provides transportation, relocation, warehousing and logistics, specializing in household goods relocations, global mobility, office moving and workplace solutions, and trade show and exhibit displays.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.suddath.com/",
        "City": "Jacksonville",
        "State_County": "FL",
        "Founding_year": "1919",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Black Knight Financial Services",
        "Type_of_organization": "For-profit",
        "Organization_description": "Black Knight is a mortgage and finance industry provider of integrated technology, services and data solutions that facilitates and automates many of the business processes across the entire loan lifecycle.",
        "Sector": "Finance and insurance",
        "URL": "http://www.bkfs.com/Pages/default.aspx",
        "City": "Jacksonville",
        "State_County": "FL",
        "Founding_year": "2014",
        "Size": "1000+",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "aggregates real estate data derived from both proprietary and public data sources.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "SlashDB",
        "Type_of_organization": "For-profit",
        "Organization_description": "SlashDB instantly adds a web API so government data becomes accessible to authorized web and mobile applications and analytics systems.",
        "Sector": "IT and geospatial",
        "URL": "http://www.slashdb.com",
        "City": "Jersey City",
        "State_County": "New Jersey",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Aldevra",
        "Type_of_organization": "For-profit",
        "Organization_description": "Aldevra is a veteran-owned small business that sells commercial foodservice and medical equipment to government agencies.",
        "Sector": "Healthcare",
        "URL": "http://aldevra.com",
        "City": "Kalamazoo",
        "State_County": "Michigan",
        "Founding_year": "2009",
        "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 open data for insights regarding their federal government procurement agreements.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "MicroBilt Corporation",
        "Type_of_organization": "For-profit",
        "Organization_description": "MicroBilt Corporation is a source and provider of critical information that assists businesses in reducing risk and managing their business.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.microbilt.com/",
        "City": "Kennesaw",
        "State_County": "Georgia",
        "Founding_year": "1978",
        "Size": "201 to 1000",
        "Type_of_data_used": "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": "CodeSmart",
        "Type_of_organization": "For-profit",
        "Organization_description": "CodeSmart provides custom IT solutions.",
        "Sector": "IT and geospatial",
        "URL": "http://codesmartinc.com",
        "City": "Lacey",
        "State_County": "Washington",
        "Founding_year": "2002",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Economic, Public safety, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Consulting services use public sources to validate data, and its timeliness and accuracy.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "First Fuel Software",
        "Type_of_organization": "For-profit",
        "Organization_description": "FirstFuel Software is a commercial energy analytics company that helps utilities and government agencies deliver scalable energy efficiency across their commercial building portfolios.",
        "Sector": "Energy and climate",
        "URL": "http://firstfuel.com",
        "City": "Lexington",
        "State_County": "MA",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Incorporates local weather data, GIS mapping technology, and other public information via semantic search to create information on buildings ranging from what time the AC goes on to what the weather is like in the facility s area that day.",
        "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": "Acxiom",
        "Type_of_organization": "For-profit",
        "Organization_description": "Acxiom is an enterprise data, analytics and software-as-a-service company, using data to connect people, businesses and their partners.",
        "Sector": "IT and geospatial",
        "URL": "http://acxiom.com",
        "City": "Little Rock",
        "State_County": "Arkansas",
        "Founding_year": "1969",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Team Rubicon",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Team Rubicon unites the skills and experiences of military veterans with first responders to rapidly deploy emergency response teams.\r\n",
        "Sector": "Governance",
        "URL": "http://www.teamrubiconusa.org/",
        "City": "Los Angeles",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Orlin Research",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Orlin Data System helps analysts to manipulate professional programming data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.orlinresearch.com",
        "City": "Los Angeles",
        "State_County": "California",
        "Founding_year": "2005",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, 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": "Farmers",
        "Type_of_organization": "For-profit",
        "Organization_description": "Farmers Insurance Group insures vehicles, homes and small businesses, and provides a wide range of insurance and financial service products.",
        "Sector": "Finance and insurance",
        "URL": "http://www.farmers.com",
        "City": "Los Angeles",
        "State_County": "California",
        "Founding_year": "1928",
        "Size": "1000+",
        "Type_of_data_used": "Environment, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CitySourced",
        "Type_of_organization": "For-profit",
        "Organization_description": "CitySourced is a real time, mobile civic engagement platform that helps residents interact with their government.",
        "Sector": "Governance",
        "URL": "http://www.citysourced.com",
        "City": "Los Angeles",
        "State_County": "California",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Enervee",
        "Type_of_organization": "For-profit",
        "Organization_description": "Enervee is an energy efficiency data and marketing platform, enabling consumers, businesses and governments to purchase the most energy efficient products.",
        "Sector": "Energy and climate",
        "URL": "https://enervee.com/",
        "City": "Los Angeles",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Pos Rep",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "POS REP is a mobile, proximity-based social network made expressly for the military veteran community. Short for Position Report, POS REP connects veterans who served together but more importantly allows veterans to discover local peers and resources in the palm of their hand.",
        "Sector": "Healthcare",
        "URL": "http://pos-rep.com/",
        "City": "Los Angeles",
        "State_County": "CA",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The Pos Rep app uses open data to provide employment and health assistance.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Factual",
        "Type_of_organization": "For-profit",
        "Organization_description": "Factual is a data company that helps developers, publishers, and advertisers build more relevant and personalized mobile experiences using the context of location.",
        "Sector": "IT and geospatial",
        "URL": "http://www.factual.com",
        "City": "Los Angeles",
        "State_County": "CA",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses census open data to provide mobile advertising solutions.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "YourMapper",
        "Type_of_organization": "For-profit",
        "Organization_description": "YourMapper provides curated civic open geodata for applications on demand.",
        "Sector": "IT and geospatial",
        "URL": "http://www.yourmapper.com/",
        "City": "Louisville",
        "State_County": "Kentucky",
        "Founding_year": "2005",
        "Size": "1 to 10",
        "Type_of_data_used": "Education, Health, Agriculture, Environment, Geospatial, Public safety, Transportation, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Mission Data",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mission Data is a services company focusing on the strategy, design, development, and management of Web solutions. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.missiondata.com",
        "City": "Louisville",
        "State_County": "Kentucky",
        "Founding_year": "1996",
        "Size": "11 to 50",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Vitals",
        "Type_of_organization": "For-profit",
        "Organization_description": "Vitals.com uses data and patient insight to help people find doctors, appointments, and procedures and help doctors and hospitals attract patients.",
        "Sector": "Healthcare",
        "URL": "http://www.vitals.com/",
        "City": "Lyndhurst",
        "State_County": "NJ",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "advocates for more transparent healthcare data ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "leverages open healthcare data to curate an onliine tool that helps users weigh heatlcare options to make a decision with confidence. Users search for experienced doctor who meet your needs, compare costs for procedures and appointments and read patient ratings and reviews",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "uses health data from a number of governmental sources to generate &quot;white papers&quot; and reports about the need for transparent healthcare ",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Propeller Health",
        "Type_of_organization": "For-profit",
        "Organization_description": "Propeller Health enables people with asthma to track their symptoms and triggers and better use their medication.",
        "Sector": "Healthcare",
        "URL": "http://propellerhealth.com",
        "City": "Madison",
        "State_County": "WI",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Health, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "an mhealth app that uses open geographical data to help reduce the cost of care while delivering better quality of life for individuals with chronic respiratory disease.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "uses open data to generate research resources for their consumers about current costs and rise of asthma treatment",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Franklin Energy",
        "Type_of_organization": "For-profit",
        "Organization_description": "PlanetEcosystems (PEI) helps utility service providers develop relationships with their customers and provides a complete suite of interactive web-based tools.",
        "Sector": "IT and geospatial",
        "URL": "https://expert.franklinenergy.com/planetecosystems",
        "City": "Madison",
        "State_County": "WI",
        "Founding_year": "2009",
        "Size": "201 to 1000",
        "Type_of_data_used": "Energy, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open data to prescribe customized recommendations for cost savings environmental impact and health.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Locavore",
        "Type_of_organization": "For-profit",
        "Organization_description": "Locavore enables users to find local, in-season food at nearby farmers' markets and farms.",
        "Sector": "Agriculture",
        "URL": "http://www.getlocavore.com",
        "City": "Madison",
        "State_County": "WI",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "EZ-XBRL",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ez-XBRL uses innovative technologies to provide solutions for financial research, analytics and regulatory compliance.",
        "Sector": "Finance and insurance",
        "URL": "http://ez-xbrl.com",
        "City": "Manassas",
        "State_County": "VA",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses financial open data to help firms submit financial disclosure 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": "Staveley Head",
        "Type_of_organization": "For-profit",
        "Organization_description": "Staveley Head is a multi-service insurance provider and broker.",
        "Sector": "Finance and insurance",
        "URL": "http://www.staveleyhead.com/",
        "City": "Manchester",
        "State_County": "NH",
        "Founding_year": "1993",
        "Size": "51 to 200",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Geostellar",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geostellar pioneered big-data geomatics to make solar energy accessible, affordable and plentiful.",
        "Sector": "Energy and climate",
        "URL": "https://www.geostellar.com/",
        "City": "Martinsburg",
        "State_County": "West Virginia",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses weather data to predicting of how much installing rooftop solar panels will cost.",
        "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": "Progressive Insurance Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "Progressive is an American auto insurance group that sells insurance directly to customers online, by phone, and through local independent agents.",
        "Sector": "Finance and insurance",
        "URL": "http://www.progressive.com",
        "City": "Mayfield",
        "State_County": "Ohio",
        "Founding_year": "1937",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Knoema",
        "Type_of_organization": "For-profit",
        "Organization_description": "Knoema is a knowledge platform used to connect data with analytical and presentation tools.",
        "Sector": "IT and geospatial",
        "URL": "http://knoema.com/",
        "City": "McLean",
        "State_County": "Virginia",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to establish a database for providing initial data statistics, data visualizaton, as well as project sharing online, Excel and Powerpoint.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Booz Allen Hamilton",
        "Type_of_organization": "For-profit",
        "Organization_description": "Booz Allen Hamilton provides management consulting, technology, and engineering services.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.boozallen.com",
        "City": "McLean",
        "State_County": "Virginia",
        "Founding_year": "1914",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Dovel Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Dovel Technologies offers software development focused on Defense &amp; Homeland Security Systems and Health Information Technology.",
        "Sector": "Governance",
        "URL": "http://doveltech.com/",
        "City": "McLean",
        "State_County": "VA",
        "Founding_year": "2005",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Health, Agriculture, Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "MyFoodAlerts.com plots all active recalls on a map and provides links to detailed data on these alerts",
        "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": "Management Sciences for Health",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Management Sciences for Health (MSH) is an international nonprofit organization that helps leaders, health managers, and communities in developing nations build stronger health systems for greater health impact.",
        "Sector": "Healthcare",
        "URL": "http://www.msh.org",
        "City": "Medford",
        "State_County": "Massachusetts",
        "Founding_year": "1971",
        "Size": "1000+",
        "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": "Harris Corporation",
        "Type_of_organization": "For-profit",
        "Organization_description": "Harris is an international communications and information technology company serving government and commercial markets in more than 125 countries.",
        "Sector": "IT and geospatial",
        "URL": "http://www.harris.com",
        "City": "Melbourne",
        "State_County": "FL",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Lex Machina",
        "Type_of_organization": "For-profit",
        "Organization_description": "Lex Machina mine litigation data, revealing insights never before available about judges, lawyers, parties, and patents, culled from millions of pages of IP litigation information.",
        "Sector": "Business, research and consulting",
        "URL": "https://lexmachina.com/",
        "City": "Menlo Park",
        "State_County": "CA",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "use litigation data to publish reports and offer data 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": "Personalis",
        "Type_of_organization": "For-profit",
        "Organization_description": "Personalis is a contract research organization and genome-scale diagnostics services company pioneering genome guided medicine.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.personalis.com",
        "City": "Menlo Park",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "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": "Ayasdi",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ayasdi is an enterprise software platform that changes the way the organizations discover, extract and operationalize insights from complex data.",
        "Sector": "IT and geospatial",
        "URL": "http://www.ayasdi.com/",
        "City": "Menlo Park",
        "State_County": "California",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "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": "Junyo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Junyo leverages the power of data and analytics to improve learning processes.",
        "Sector": "Education",
        "URL": "http://junyo.com/",
        "City": "Menlo Park",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Code-N",
        "Type_of_organization": "For-profit",
        "Organization_description": "Code-N is a cloud computing company that leverages concept-based technology to deliver software solutions to the BioPharma industry.",
        "Sector": "IT and geospatial",
        "URL": "http://www.code-n.com/",
        "City": "Menlo Park",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Knight Foundation",
        "Type_of_organization": "Other",
        "Organization_description": "Knight Foundation supports transformational ideas that promote quality journalism, advance media innovation, engage communities and foster the arts.",
        "Sector": "Other",
        "URL": "http://knightfoundation.org/ ",
        "City": "Miami",
        "State_County": "Florida",
        "Founding_year": "1950",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Involved in various aspects of the open data movement through creation of open data challenges and funding initiatives.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "SnapSense",
        "Type_of_organization": "For-profit",
        "Organization_description": "SnapSense Dashboards are online products for communities to track data for real time intuitive decision-making.",
        "Sector": "IT and geospatial",
        "URL": "www.snapsense.co",
        "City": "Miami",
        "State_County": "Florida",
        "Founding_year": "2011",
        "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": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Geospace",
        "Type_of_organization": "For-profit",
        "Organization_description": "Geoscape provides consumer intelligence via strategic business consulting, database-driven analytics and automated systems.",
        "Sector": "Business, research and consulting",
        "URL": "www.geoscape.com",
        "City": "Miami",
        "State_County": "Florida",
        "Founding_year": "1995",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Economic",
        "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": "Descartes Datamyne",
        "Type_of_organization": "For-profit",
        "Organization_description": "Datamyne provides global import/export data to help take business across borders.",
        "Sector": "IT and geospatial",
        "URL": "http://www.datamyne.com",
        "City": "Miami",
        "State_County": "Florida",
        "Founding_year": "1992",
        "Size": "51 to 200",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "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": "Environmental Data Resources",
        "Type_of_organization": "For-profit",
        "Organization_description": "Environmental Data provides customers with tools to assess, understand and manage environmental risk.",
        "Sector": "Energy and climate",
        "URL": "http://www.edrnet.com",
        "City": "Milford",
        "State_County": "Connecticut",
        "Founding_year": "1990",
        "Size": "201 to 1000",
        "Type_of_data_used": "Environment, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to offer tailor-made productsand services for cilents in various industries by offering standard historical sources such as fire insurance maps, aerial photos, and city directories",
        "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": "CliniCast",
        "Type_of_organization": "For-profit",
        "Organization_description": "CliniCast builds comprehensive oncology solutions that enable providers to reduce the cost of managing cancer without compromising patient care.",
        "Sector": "Healthcare",
        "URL": "http://clinicast.net/",
        "City": "Millbrae",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "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": "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": "Granicus",
        "Type_of_organization": "For-profit",
        "Organization_description": "Granicus provides cloud-based technologies for government transparency, legislative efficiency, and citizen engagement.",
        "Sector": "Governance",
        "URL": "http://www.granicus.com",
        "City": "Minneapolis",
        "State_County": "Minnesota",
        "Founding_year": "1999",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Wolters Kluwer",
        "Type_of_organization": "For-profit",
        "Organization_description": "Wolters Kluwer provides information, software, and services to help legal, tax, finance, and healthcare professionals be more effective and efficient.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.wolterskluwer.com/",
        "City": "Minneapolis",
        "State_County": "Minnesota",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "College Abacus",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "An ECMC initiative, CollegeAbacus.org provides financial aid estimates to prospective college students.",
        "Sector": "Education",
        "URL": "https://collegeabacus.org/",
        "City": "Minneapolis",
        "State_County": "Minnesota",
        "Founding_year": "1994",
        "Size": "201 to 1000",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Target",
        "Type_of_organization": "For-profit",
        "Organization_description": "Target is an upscale discount retailer that provides high-quality, on-trend merchandise at attractive prices in clean, spacious, and guest-friendly stores.",
        "Sector": "Consumer",
        "URL": "http://target.com",
        "City": "Minneapolis",
        "State_County": "Minnesota",
        "Founding_year": "1902",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Business, Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Target uses statistical information from the American Community Survey (ACS) to learn about communities and better serve their customers.",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cargill / Corbion",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cargill provides food, agriculture, financial and industrial products and services to the world.",
        "Sector": "Agriculture",
        "URL": "http://www.cargill.com/",
        "City": "Minnetonka",
        "State_County": "MN",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Agriculture, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Use open data to be better able to respond on price changes of rice - corn etc",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Philanthropic Foundations of Canada (PFC)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Philanthropic Foundations Canada is a member association of Canadian grantmakers, including private and public foundations, charities and corporations.",
        "Sector": "Other",
        "URL": "http://pfc.ca",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "1999",
        "Size": "1 to 10",
        "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",
        "Research_Description": "Philanthropic Foundations of Canada (PFC) uses the T3010 data set to carry out research and collect data, both independently and in collaboration with organizations like Imagine Canada, with whom it recently produced a report on the top 150 grant-making bodies in Canada. PFC also relies on the basic biographical data from the T3010 \u00e2\u20ac\u201c dates of establishment and registration, membership of the board of directors, and financials \u00e2\u20ac\u201c in its business processes, using it to develop an overview of organization applying for membership, ascertain the eligibility of applicants for membership, and verify members\u00e2\u20ac\u2122 reported assets and grants in fee calculations.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Montreal Ouvert",
        "Type_of_organization": "Developer group",
        "Organization_description": "Montreal Ouvert is a citizen initiative promoting open access to civic information for the Montreal region.",
        "Sector": "Governance",
        "URL": "http://montrealouvert.net",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "FFunction",
        "Type_of_organization": "For-profit",
        "Organization_description": "FFunction is a studio specializing in information design. FFunction combines software engineering &amp; graphic design to bring functional and beautiful data visualizations and user interfaces to the Web.",
        "Sector": "IT and geospatial",
        "URL": "http://ffctn.com/en/portfolio",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Busbud",
        "Type_of_organization": "For-profit",
        "Organization_description": "Busbud aims to make bus travel easy by connecting travelers to bus operators.",
        "Sector": "Transportation and logistics",
        "URL": "https://www.busbud.com",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open transportation and geospatial data to offer users clear and accurate bus travel information like schedules, prices, reviews, service classes, amenities, stop addresses; in the form of website and apps",
        "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": "Transit App",
        "Type_of_organization": "For-profit",
        "Organization_description": "Transit App aims to make cities more accessible, more walkable and easier to navigate.",
        "Sector": "Transportation and logistics",
        "URL": "http://thetransitapp.com",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "NestReady",
        "Type_of_organization": "For-profit",
        "Organization_description": "The NestReady website provides online tools that allow people to find a neighborhood best suited to their needs. Using Navut helps people to easily, quickly, and confidently establish themselves in their new area.",
        "Sector": "Housing, construction & real estate",
        "URL": "https://www.nestready.co/",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Public safety, Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide search platform for users to find perfect home in ideal neiborhoods ",
        "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": "OpenNorth",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Open North creates websites to increase citizen participation in democracy in Canada.",
        "Sector": "Governance",
        "URL": "http://www.opennorth.ca/",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "CARTaGENE",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "CARTaGENE is a scientific project of the CHU Sainte-Justine which created an infrastructure developed in order to offer researchers the means to enhance their health investigations.",
        "Sector": "Healthcare",
        "URL": "http://www.cartagene.qc.ca/",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Health, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "CARTaGENE provides access to research with a repository consisting of both biological samples and data on the health and lifestyles of more than 40 - 000 Quebecers aged between 40 and 69 years old.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Ajah Fundtracker",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ajah is a software company that builds tools that the Canadian non-profit sector needs.",
        "Sector": "IT and geospatial",
        "URL": "http://www.ajah.ca",
        "City": "Montreal",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "combines open and public data with own research to help funders and non-profits better understand the patterns, and specifically the risks and opportunities in their funding environment.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "360 Yield Center",
        "Type_of_organization": "For-profit",
        "Organization_description": "Taking a 360-degree view of key yield-limiting variables, 360 Yield Center develops strategies for better-performing crops and better on-farm profits.",
        "Sector": "Agriculture",
        "URL": "http://www.360yieldcenter.com/",
        "City": "Morton",
        "State_County": "Illinois",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture, Environment, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses weather data and agriculture data to offer new tools that allow you to measure and supply the right amount of N when the plant is ready to use it.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Vimo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Vimo offers short term, group/small business, individual, and family health insurance.",
        "Sector": "Finance and insurance",
        "URL": "www.vimo.com",
        "City": "Mountain View",
        "State_County": "CA",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "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": "HealthPocket",
        "Type_of_organization": "For-profit",
        "Organization_description": "HealthPocket is a free customer advocacy website that allows consumers to compare and rank health plans in their area.",
        "Sector": "Healthcare",
        "URL": "https://www.healthpocket.com/",
        "City": "Mountain View",
        "State_County": "CA",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "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": "Waze",
        "Type_of_organization": "For-profit",
        "Organization_description": "Waze is a community-based traffic and navigation app.",
        "Sector": "Transportation and logistics",
        "URL": "https://www.waze.com/",
        "City": "Mountain View",
        "State_County": "CA",
        "Founding_year": "2008",
        "Size": "201 to 1000",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "has a connected ctizen forum that seeks to connect citizen and the government through free data exchange",
        "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": "OpenGov",
        "Type_of_organization": "For-profit",
        "Organization_description": "OpenGov enables officials and citizens to access government financial data so they can improve trust and dialogue between cities and citizens.",
        "Sector": "Governance",
        "URL": "http://opengov.com",
        "City": "Mountain View",
        "State_County": "CA",
        "Founding_year": "2012",
        "Size": "51 to 200",
        "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": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Credit Sesame",
        "Type_of_organization": "For-profit",
        "Organization_description": "Credit Sesame is a free tool that provides a free credit score, credit monitoring, and a way to save money on loans and credit.",
        "Sector": "Finance and insurance",
        "URL": "http://creditsesame.com",
        "City": "Mountain View",
        "State_County": "CA",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social",
        "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": "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Addepar",
        "Type_of_organization": "For-profit",
        "Organization_description": "Addepar streamlines the increasing complexities of modern investment management into one seamless platform: comprehensive data aggregation, unmatched data integrity, flexible analytics, intuitive reporting, limitless customization and interactive portals.",
        "Sector": "Finance and insurance",
        "URL": "https://www.addepar.com/",
        "City": "Mountain View",
        "State_County": "CA",
        "Founding_year": "2009",
        "Size": "201 to 1000",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "comprehensive data aggregation - unmatched data integrity - flexible analytics - intuitive reporting - limitless customization and interactive portals",
        "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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        "Type_of_organization": "For-profit",
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        "Sector": "Finance and insurance",
        "URL": "http://rankandfiled.com/",
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        "State_County": "California",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Business",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Google Public Data Explorer",
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        "Organization_description": "Google Labs' Public Data Explorer makes large datasets easy to explore and visualize.",
        "Sector": "IT and geospatial",
        "URL": "https://www.google.com/intl/en/about/",
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        "State_County": "California",
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        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "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": "High income",
        "Organization_name": "WattzOn",
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        "Organization_description": "WattzOn is a personal energy management platform that helps people save money, save energy and go green, combining propriety data and analytics and scientific research.",
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        "URL": "http://www.wattzon.com/",
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        "State_County": "California",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Environment, Energy",
        "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",
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        "Country_income_level": "High income",
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        "Sector": "IT and geospatial",
        "URL": "http://thinkcomputer.com",
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        "State_County": "California",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Type_of_data_used": "Energy",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "API services use NREL data",
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        "Organizational_Optimization_Description": "",
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        "State_County": "New Hampshire",
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        "Type_of_data_used": "Environment, Geospatial, Weather",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Country_income_level": "High income",
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        "Organization_description": "Scale Unlimited provides consulting and training services for big data analytics, search, and web mining.",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
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        "Country_income_level": "High income",
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        "Sector": "IT and geospatial",
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        "State_County": "New Jersey",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal",
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        "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": "North America",
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        "Country_income_level": "High income",
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        "Organization_description": "IFI CLAIMS Patent Services is dedicated to enriching patent and curating patent information and specializes in annotating and classifying patent and scientific documentation using expert curators and intelligent technologies.",
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        "State_County": "Connecticut",
        "Founding_year": "1955",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "tools based on patent data",
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        "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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        "Type_of_organization": "For-profit",
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        "State_County": "CT",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Make communities better through transparency, collaboration, and cooperation.",
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        "Product_Service_Description": "Uses open data to create a communications platform for citizens to report non-emergency issues, and for governments to track, manage, and reply.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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        "Founding_year": "1991",
        "Size": "1000+",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "UNOCHA is the developer of the Humanitarian Data Exchange (HDX) - \u00e2\u20ac\u0153a new data sharing platform that encompasses the best standards in data collection, offering access to useful and accurate data.&quot; It covers a wide range of humanitarian crises around the world, including being a data resource in the efforts in the fight against the Ebola epidemic in West Africa.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "State_County": "New York",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data as part of its advocacy for open technologies (for example Transitland service aggregating transit networks data). ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Sector": "Energy and climate",
        "URL": "http://habitatmap.org",
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        "State_County": "New York",
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        "Size": "1 to 10",
        "Type_of_data_used": "Environment",
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        "Advocacy_description": "",
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        "Organization_description": "The Public Science Project is a collective of academics, students, community members, lawyers, artists, and activists committed to using participatory and critical research methods in the struggle for a just world.",
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        "URL": "http://morrisjustice.org",
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        "State_County": "New York",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Public safety",
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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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        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various ways and in various projects (e.g. DataKind Labs, Data Corps, etc.) ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
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    {
        "Region": "North America",
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        "Country_income_level": "High income",
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        "State_County": "New York",
        "Founding_year": "1978",
        "Size": "201 to 1000",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to investigate abuses - expose the facts widely - and provide timely information on human rights crises in 90+ countries.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "SiteCompli",
        "Type_of_organization": "For-profit",
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        "State_County": "New York",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": "Housing",
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        "Advocacy_description": "",
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        "Country_income_level": "High income",
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        "State_County": "New York",
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        "Size": "1 to 10",
        "Type_of_data_used": "Business",
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        "Advocacy_description": "",
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        "Product_Service_Description": "uses open government data in conjunction with private business data to aggregate and normalize information for companies",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
        "Organization_name": "Buckingham Research Group Incorporated",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Buckingham Research Group Incorporated is dedicated to providing high-quality equity research based on thorough and unique analysis distributed exclusively to an institutional client base. ",
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        "State_County": "New York",
        "Founding_year": "1982",
        "Size": "51 to 200",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ZocDoc",
        "Type_of_organization": "For-profit",
        "Organization_description": "Patients use ZocDoc to book appointments with a wide range of medical specialties in 1,900+ cities, serving more than 40% of the US population.",
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        "URL": "https://home.zoner.city/home",
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        "Founding_year": "2007",
        "Size": "201 to 1000",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Weight Watchers",
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        "Sector": "Consumer",
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        "State_County": "New York",
        "Founding_year": "1960",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Organization_description": "Citeline is a comprehensive source of real-time R&amp;D intelligence for the pharmaceutical industry, featuring a data collection of global clinical trials, clinical trial investigator profiles and drug development pipelines.",
        "Sector": "Healthcare",
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        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2002",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "StreetEasy",
        "Type_of_organization": "For-profit",
        "Organization_description": "StreetEasy provides consumers and real estate professionals a transparent and complete view of the NYC residential real estate market.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://streeteasy.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2005",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
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        "Organization_description": "Personal Democracy Forum covers how technology and the internet shape and change democracy in America.",
        "Sector": "Governance",
        "URL": "https://personaldemocracy.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2004",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Organizes conferences on civic issues and advocates for the use of open data.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "OTC Markets",
        "Type_of_organization": "For-profit",
        "Organization_description": "OTC Markets Group's financial marketplaces provide investors with information to analyze, value and trade 10,000 US/global securities through the broker of their choice.",
        "Sector": "Finance and insurance",
        "URL": "http://www.otcmarkets.com",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "1997",
        "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": "Ontodia",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ontodia converts raw data to actionable, hyperlocalized knowledge, enabling data-driven decisions and conversations from big data to small, actionable knowledge.",
        "Sector": "IT and geospatial",
        "URL": "https://opengov.com/products/open-data",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide governments and sectors that utilize open data with services include Analytics-as-a-Service, Data Publishing, and Data Services.",
        "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": "ideas42",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Ideas42 uses behavioral economics to do social good on a wide range of problems across a number of policy domains, including consumer finance, economic mobility, higher education, criminal justice, health, and international development. ",
        "Sector": "Arts, culture and tourism",
        "URL": "http://www.ideas42.org/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": "Environment, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cambridge Information Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cambridge Information Group (CIG) is a family owned management and investment firm, primarily focused on education, research and information services companies.",
        "Sector": "Finance and insurance",
        "URL": "http://www.cig.com",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "1971",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "EnerKnol",
        "Type_of_organization": "For-profit",
        "Organization_description": "EnerKnol is an energy policy data and analytics company, conceived to solve the vast market need for real-time access to the critical regulatory information required to make decisions in the energy industry, from fossil fuels, to power &amp; utilities, environmental commodities, renewables, and beyond.",
        "Sector": "Energy and climate",
        "URL": "https://enerknol.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide The EnerKnol Subscription Platform to connect market participants to comprehensive North American energy policy information from federal, regional, state, and local sources",
        "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": "College-Board",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The College-Board seeks to ensure that every student in the US has access to a high-quality education and is prepared to succeed in college.",
        "Sector": "Education",
        "URL": "https://www.collegeboard.org/",
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        "State_County": "New York",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ClearHealthCosts",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "ClearHealthCosts brings cost transparency to the health-care marketplace.",
        "Sector": "Healthcare",
        "URL": "http://clearhealthcosts.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "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": "CB Insights",
        "Type_of_organization": "For-profit",
        "Organization_description": "CB Insights helps track the world's most promising private companies, their investors, their acquirers and their industries.",
        "Sector": "Finance and insurance",
        "URL": "https://www.cbinsights.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Business",
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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": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Boundless supports customers with a variety of solutions including commercial open source maintenance, spatial IT infrastructure, and data management and analysis tools.",
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        "URL": "http://boundlessgeo.com/",
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        "State_County": "New York",
        "Founding_year": "2013",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "iMedicare",
        "Type_of_organization": "For-profit",
        "Organization_description": "iMedicare saves seniors and pharmacies money on Medicare.",
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        "URL": "https://imedicare.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "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": "CAN-Capital",
        "Type_of_organization": "For-profit",
        "Organization_description": "CAN Capital has served small businesses for more than a decade by developing and delivering working capital solutions.",
        "Sector": "Finance and insurance",
        "URL": "https://www.cancapital.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "1998",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide financial 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": "Assured Labor",
        "Type_of_organization": "For-profit",
        "Organization_description": "Assured Labor service leverages the power of mobile phones and the Internet to rapidly connect employers with the best mid-to-low wage candidates in their area, and is optimized for the realities of the Emerging Markets.",
        "Sector": "Business, research and consulting",
        "URL": "http://assuredlabor.com",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2015",
        "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": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Strategy&",
        "Type_of_organization": "For-profit",
        "Organization_description": "Together, PwC and Strategy&amp; are helping clients develop practical strategies to address their biggest challenges and turn ideas into action through the implementation of practical strategy. ",
        "Sector": "Business, research and consulting",
        "URL": "http://www.strategyand.pwc.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2013",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Economic, Economic, Public safety, International development, 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": "NuCivic",
        "Type_of_organization": "For-profit",
        "Organization_description": " NuCivic is a civic-focused software-as-a-service company that provides open source solutions to public sector institutions.",
        "Sector": "Governance",
        "URL": "http://nucivic.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data in NuCivic Data, DKAN products",
        "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": "Voxiva",
        "Type_of_organization": "For-profit",
        "Organization_description": "Voxiva\u00e2\u20ac\u2122s population health programs reach and engage individuals at large scale to improve their health, and deliver cost and quality improvement results for clients.",
        "Sector": "Healthcare",
        "URL": "https://www.wellpass.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2001",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "uses open data that have created a number of mHealth initatives including care4life and text2quit",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open data from NIH to assess what programs should be implemented where",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Healthify",
        "Type_of_organization": "For-profit",
        "Organization_description": "Healthify allows governments and health systems to leverage existing networks of community services \u00e2\u20ac\u201d everything from subsidized housing, to access to food, to low-cost behavioral health services.",
        "Sector": "IT and geospatial",
        "URL": "https://www.healthify.us/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Food+Tech Connect",
        "Type_of_organization": "For-profit",
        "Organization_description": "Food+Tech Connect is the site of record and connector for the food tech sector. Through their daily news and analysis, events and online courses, they help innovators transform the food industry, from farm to fork. They also produce a pretty stellar weekly newsletter that aggregates all of the top food tech news",
        "Sector": "Consumer",
        "URL": "http://www.foodtechconnect.com/",
        "City": "New York",
        "State_County": "New York",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "produces insights for the food and tech sector",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "C-Radar",
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        "Organization_description": "C-Radar provides data services such as data on demand, data as a service, data augmentation, customized dashboards and a free public data directory rich of more than 15 800 datasets from public and private editors.",
        "Sector": "IT and geospatial",
        "URL": "https://www.c-radar.com/",
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        "State_County": "New York",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Health, Business, Economic, Legal, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "hosts open data from many governmental agencies",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "The Credit Junction ",
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        "Organization_description": "The Credit Junction is a data-driven lending platform that helps small and mid-size businesses access financial capital.",
        "Sector": "Finance and insurance",
        "URL": " http://www.thecreditjunction.com/",
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        "State_County": "New York",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The Credit Junction uses a wide range of financial data to provide clients with individualized risk assessments and insights about the financial conditions of their businesses, which help to inform the credit lending process. ",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "WhyHunger",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "WhyHunger is a leading advocate for innovative, community-based solutions to hunger and poverty.",
        "Sector": "Agriculture",
        "URL": "http://www.whyhunger.org",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "1975",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "United Nations Global Pulse",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "UN Global Pulse aims to accelerate the discovery, development and scaled adoption of big data innovation for sustainable development and humanitarian action.",
        "Sector": "IT and geospatial",
        "URL": "http://www.unglobalpulse.org/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "United Nations Development Programme (UNDP)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "UNDP works in more than 170 countries and territories, helping to achieve the eradication of poverty, and the reduction of inequalities and exclusion.",
        "Sector": "Other",
        "URL": "http://undp.org",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "1974",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocate to achieve the eradication of poverty, and the reduction of inequalities and exclusion. ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Use open data analysis to help countries to develop policies, leadership skills, partnering abilities, institutional capabilities and build resilience in order to sustain development results. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "United Nations Department of Economic and Social Affairs (UN DESA)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "UN DESA works closely with governments and stakeholders to help countries around the world meet their economic, social and environmental goals.",
        "Sector": "Other",
        "URL": "https://www.un.org/development/desa/en/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2015",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocate the values of equality, solidarity, tolerance, respect for nature and mutual responsibility. Aims to address world issues from poverty reduction to governance to finance to the environment.",
        "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": "Unite US",
        "Type_of_organization": "For-profit",
        "Organization_description": "Unite US is a free platform connecting current military service members, veterans and their families to transformative resources and opportunities in their local communities.",
        "Sector": "IT and geospatial",
        "URL": "https://uniteus.com",
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        "State_County": "NY",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "the platform integrates veterans open data to offer opportunities for current and former military service members.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "TuvaLabs",
        "Type_of_organization": "For-profit",
        "Organization_description": "TuvaLabs enables students to be critical thinkers and persistent problem-solvers, and empowers them to become active members in their own community and global citizens.",
        "Sector": "Education",
        "URL": "https://www.tuvalabs.com/",
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        "State_County": "NY",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture, Environment, Geospatial, Energy, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Makes open data useful for teaching and learning by offering teachers, students, and parents a platform to analyze, visualize, and interpret real data around issues relevant to their communities and their interests.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Trea",
        "Type_of_organization": "For-profit",
        "Organization_description": "Trea allows users to explore relationships between innovation stakeholders and map ideas to the unified knowledge graph.",
        "Sector": "IT and geospatial",
        "URL": "http://www.trea.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Transfix.io",
        "Type_of_organization": "For-profit",
        "Organization_description": "Transfix is an automated freight brokerage that offers integrated mobile-cloud marketplace for shippers and carriers providing real-time visibility &amp; tracking.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.transfix.io",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "The Participatory Politics Foundation",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The FPF builds builds not-for-profit and open-source Web tools for civic engagement, with a focus on usable design and clear presentation.",
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        "URL": "http://www.participatorypolitics.org/",
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        "State_County": "NY",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "creates open data projects such as OpenCongress and OpenGovernment.org",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "The Dark Sky Company",
        "Type_of_organization": "For-profit",
        "Organization_description": "Dark Sky uses technology to predict when it will rain or snow \u00e2\u20ac\u201d down to the minute \u00e2\u20ac\u201d at your exact location, and presents it to you alongside beautiful weather visualizations.",
        "Sector": "Energy and climate",
        "URL": "http://forecast.io",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Weather apps such as Dark Sky. The data provided by Forecast.io is also used in the developement of 3rd party apps e.g. forecast.io/powered-by.html",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Roadify-Transit",
        "Type_of_organization": "For-profit",
        "Organization_description": "Roadify Transit provides real-time/multi-mode arrivals, service advisories and directions for mobile apps and public signage throughout North America.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.roadify.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to aggregate and distribute real time transit arrivals, schedules and service alerts for display on any type of screen.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Reboot",
        "Type_of_organization": "For-profit",
        "Organization_description": "Reboot is a social impact firm dedicated to inclusive development and accountable governance, helping governments, foundations, and international organizations achieve their missions.",
        "Sector": "Business, research and consulting",
        "URL": "http://reboot.org/about/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "My Voice - an SMS-based program to collect and act on citizen feedback on health care services.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ProPublica",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "ProPublica is an independent, non-profit newsroom that produces investigative journalism in the public interest.",
        "Sector": "Governance",
        "URL": "http://www.propublica.org/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Pave",
        "Type_of_organization": "For-profit",
        "Organization_description": "Pave enables individuals to raise funding from individual backers safely and securely, using an income prediction model based on historical government data.",
        "Sector": "Finance and insurance",
        "URL": "http://www.pave.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "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": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Panjiva",
        "Type_of_organization": "For-profit",
        "Organization_description": "Panjiva is a provider of intelligence to global trade professionals, enabling businesses to connect across borders.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.panjiva.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Builds platforms which take the power of machine learning and marries it with story telling of data visualization to give customers clear, actionable insights on global trade.",
        "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": "OnDeck",
        "Type_of_organization": "For-profit",
        "Organization_description": "OnDeck is a technology-powered Main Street lender that uses big data to deliver financing to small businesses.",
        "Sector": "Finance and insurance",
        "URL": "http://www.ondeck.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2007",
        "Size": "201 to 1000",
        "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": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Natural Resource Governance Institute",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Natural Resource Governance Institute (NRGI) helps people to realize the benefits of their countries\u00e2\u20ac\u2122 endowments of oil, gas and minerals. We do this through technical advice, advocacy, applied research, policy analysis, and capacity development.",
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        "URL": "http://www.resourcegovernance.org/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2006",
        "Size": "51 to 200",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "NRGI launched an intitiative &quot;Catalyzing Open Data for Extractives&quot; to develop new methods to using extractive data for accountability and improved governance - including data trainings - data tools and analysis&quot;",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "McKinsey",
        "Type_of_organization": "For-profit",
        "Organization_description": "McKinsey &amp; Company is a global management consulting firm that advises businesses, governments, and institutions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.mckinsey.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "1926",
        "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": "Manifest Mind",
        "Type_of_organization": "For-profit",
        "Organization_description": "Manifest Mind is building sustainability into core business practices brings rewarding benefits, both economically and environmentally.",
        "Sector": "Business, research and consulting",
        "URL": "http://manifestmind.com/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "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",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Maalka",
        "Type_of_organization": "For-profit",
        "Organization_description": "Maalka builds software that integrates building and public data with analytics and benchmarking services to help cities and commercial building owners collaboratively reach sustainability goals.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.maalka.com/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "LexisNexis",
        "Type_of_organization": "For-profit",
        "Organization_description": "LexisNexis is a provider of content-enabled workflow solutions designed for professionals in the legal, risk management, corporate, government, law enforcement, accounting, and academic markets.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.lexisnexis.com/en-us/home.page",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "1977",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Legal, 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": "Lawdragon",
        "Type_of_organization": "For-profit",
        "Organization_description": "Lawdragon provides legal news and information about lawyers and law schools to consumers and others who need high-quality information to make informed choices.",
        "Sector": "Business, research and consulting",
        "URL": "http://lawdragon.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2005",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses legal open data to provide coverage of historic trials international justice.",
        "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": "Iraq and Afghanistan Veterans of America (IAVA)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "IAVA's mission is to connect, unite and empower post-9/11 veterans.",
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        "URL": "http://iava.org",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2004",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "uses open data to recommend new legislative policies and solutions to improve the wellness of veterans and service members.",
        "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": "Honest Buildings",
        "Type_of_organization": "For-profit",
        "Organization_description": "Honest Buildings is a New York City-based startup that has created a web platform to connect professionals in the real estate construction and design space.",
        "Sector": "Housing, construction & real estate",
        "URL": "https://www.honestbuildings.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2011",
        "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": "GetRaised",
        "Type_of_organization": "For-profit",
        "Organization_description": "GetRaised uses government and other data to tell users whether they are being paid fairly and to help them construct a raise request.",
        "Sector": "Finance and insurance",
        "URL": "https://getraised.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data such as salaries of public employees to determine whether user is being underpaid.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Enigma.io",
        "Type_of_organization": "For-profit",
        "Organization_description": "By harmonizing and indexing the world's public data, Engima empowers professionals to discover hidden facts and connections like never before.",
        "Sector": "IT and geospatial",
        "URL": "http://enigma.io",
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        "State_County": "NY",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Economic, Environment, Legal, Public safety, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provdes a platform for access to public data.",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "DontEat.at",
        "Type_of_organization": "Developer group",
        "Organization_description": "DontEat.at sends text messages when you check into a NYC restaurant that is at risk of being closed for health code violations.",
        "Sector": "Healthcare",
        "URL": "http://www.donteat.at/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "app that informs users about the health rating of establishments",
        "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": "Digital Data Divide",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "DDD transforms content into multi-use digital formats that increase engagement.",
        "Sector": "IT and geospatial",
        "URL": "http://www.digitaldividedata.com/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2001",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "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": "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": "Credifi",
        "Type_of_organization": "For-profit",
        "Organization_description": "Credifi Corp provides investment grade data for professionals with a focus on the commercial real estate market in the United States",
        "Sector": "Finance and insurance",
        "URL": "http://www.credifi.com/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2013",
        "Size": "51 to 200",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "applies scalable Big Data and data mining techniques -- using info from the web - public records - institutional reports - etc.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CodeGreen Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "CodeGreen Solutions is a sustainable building and energy engineering firm committed to developing innovative solutions that help clients conserve capital, reach sustainability goals, and reduce energy consumption.",
        "Sector": "Energy and climate",
        "URL": "http://www.codegreensolutions.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data, such as energy engineering, financial incentives and technology, to help real estate and business owners develop and achieve their energy reduction and sustainability goals. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CGI",
        "Type_of_organization": "For-profit",
        "Organization_description": "CGI provides end-to-end IT and business process services that facilitate the ongoing evolution of its clients' businesses.",
        "Sector": "IT and geospatial",
        "URL": "http://www.cgi.com/en",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "1976",
        "Size": "1000+",
        "Type_of_data_used": "Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Has developed various government data portal, such as HealthCare.gov.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Calcbench-Inc",
        "Type_of_organization": "For-profit",
        "Organization_description": "With collaborative and crowd-sourced components, Calcbench allows financial analysts, accountants, lawyers and investors to instantly access, work with and share SEC filing data.",
        "Sector": "Finance and insurance",
        "URL": "http://calcbench.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses financial open data to provide information on public 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": "Buster",
        "Type_of_organization": "For-profit",
        "Organization_description": "Buster helps groups and charter operators find each other more easily.",
        "Sector": "Transportation and logistics",
        "URL": "https://www.buster.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Processes open data",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Bloomberg",
        "Type_of_organization": "For-profit",
        "Organization_description": "Bloomberg is a global business and financial news information company, providing data, analytics, news and insight",
        "Sector": "Media and communications",
        "URL": "http://www.bloomberg.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "1982",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide research insights in various industries.",
        "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": "Clarity Money",
        "Type_of_organization": "For-profit",
        "Organization_description": "Clarity Money is a personal finance security company harnessing the collective knowledge of millions of consumers to protect Americans from fraud and grey charges.",
        "Sector": "Finance and insurance",
        "URL": "https://claritymoney.com/?pid=Prosper",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Consumer",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses consumer protection data to detect fraud and grey charges made mainly by financial institutions.",
        "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": "Aidin",
        "Type_of_organization": "For-profit",
        "Organization_description": "Aidin helps hospitals discharge their patients to the best available nursing homes, home health agencies, and other post-acute care providers.",
        "Sector": "Healthcare",
        "URL": "http://www.myAidin.com",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses healthcare open data to recommend the most appropriate providers.",
        "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": "Acumen Fund",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Acumen is a nonprofit that raises charitable donations to invest in companies, leaders, and ideas that are changing the way the world tackles poverty.",
        "Sector": "Finance and insurance",
        "URL": "http://acumen.org/",
        "City": "New York",
        "State_County": "NY",
        "Founding_year": "2001",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "FlightView Inc.",
        "Type_of_organization": "For-profit",
        "Organization_description": "FlightView Inc. is a developer and provider of real-time flight information software solutions for the aviation and travel industries.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.flightview.com",
        "City": "Newton",
        "State_County": "Massachusetts",
        "Founding_year": "1981",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Transportation, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide service such as mobile flight tracker and information about airport status, airport parking, 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": "Rapid Cycle Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Rapid Cycle Solutions is a small business providing technical expertise to support Federal Agency mission-critical requirements.",
        "Sector": "IT and geospatial",
        "URL": "http://www.rapidcyclesolutions.com",
        "City": "Nokesville",
        "State_County": "Virginia",
        "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": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Weather Decision Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Weather Decision Technologies provides online and mobile weather forecasting, detection, and nowcasting to industrial sectors including insurance, recreation, construction, aviation, and energy.",
        "Sector": "Energy and climate",
        "URL": "http://www.wdtinc.com/",
        "City": "Norman",
        "State_County": "OK",
        "Founding_year": "1999",
        "Size": "51 to 200",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cerner",
        "Type_of_organization": "For-profit",
        "Organization_description": "Cerner's mission is to contribute to the systemic improvement of health care delivery and the health of communities.",
        "Sector": "Healthcare",
        "URL": "http://www.cerner.com",
        "City": "North Kansas City",
        "State_County": "Missouri",
        "Founding_year": "1979",
        "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": "MuSigma",
        "Type_of_organization": "For-profit",
        "Organization_description": "MuSigma is a leading provider of Big Data and analytics solutions for Fortune 500 organizations, helping them institutionalize data-driven decision making.",
        "Sector": "IT and geospatial",
        "URL": "http://www.mu-sigma.com/",
        "City": "Northbrook",
        "State_County": "Illinois",
        "Founding_year": "2004",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "AllState Insurance Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Allstate Corporation is the largest publicly held personal, property and casualty insurer in America.",
        "Sector": "Finance and insurance",
        "URL": "http://www.allstate.com",
        "City": "Northbrook",
        "State_County": "Illinois",
        "Founding_year": "1931",
        "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": "FactSet Research Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "FactSet provides multinational financial data and analytic software to financial institutions.",
        "Sector": "Finance and insurance",
        "URL": "http://www.factset.com",
        "City": "Norwalk",
        "State_County": "Connecticut",
        "Founding_year": "1978",
        "Size": "1000+",
        "Type_of_data_used": "Other, Finance, Economic",
        "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": "Allied Van Lines",
        "Type_of_organization": "For-profit",
        "Organization_description": "As part of Allied's moving services, the company offers customized solutions for local, interstate and international moves.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.allied.com",
        "City": "Oakbrook Terrace",
        "State_County": "Illinois",
        "Founding_year": "1928",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Department of Better Technology",
        "Type_of_organization": "For-profit",
        "Organization_description": "DOBT develops software that helps governments and nonprofits better serve their communities.",
        "Sector": "Governance",
        "URL": "http://www.dobt.co/",
        "City": "Oakland",
        "State_County": "CA",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "OpenOakland",
        "Type_of_organization": "Developer group",
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        "Sector": "Governance",
        "URL": "https://www.openoakland.org/",
        "City": "Oakland",
        "State_County": "CA",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "use of open data in various projects - e.g. Open Budget",
        "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": "GreatSchools",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "GreatSchools provides parents with information and insights to help them make decisions about schools, learning, and helping their children succeed.",
        "Sector": "Education",
        "URL": "http://www.greatschools.org/",
        "City": "Oakland",
        "State_County": "CA",
        "Founding_year": "1998",
        "Size": "11 to 50",
        "Type_of_data_used": "Education, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "The website presents data on 200 - 000 public and private schools nationwide in the US and features more than one million ratings and reviews by parents - teachers and students.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "WeMakeItSafer",
        "Type_of_organization": "For-profit",
        "Organization_description": "WeMakeItSafer is a high-tech, social venture that builds web applications for consumers, manufacturers and retailers to improve communication around product safety information and recalls.",
        "Sector": "Governance",
        "URL": "http://wemakeitsafer.com/",
        "City": "Oakland",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Consumer",
        "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": "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Garmin",
        "Type_of_organization": "For-profit",
        "Organization_description": "Garmin designs, manufactures, markets, and sells navigation, communication, and information devices for automotive, mobile, wireless, outdoor recreation, marine and aviation applications.",
        "Sector": "Consumer",
        "URL": "www.garmin.com",
        "City": "Olathe",
        "State_County": "Kansas",
        "Founding_year": "1989",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Garmin uses geospatial data to create navigation, communication, and information devices for automotive, mobile, wireless, outdoor recreation, marine and aviation applications.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "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.",
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        "URL": "http://planwashington.org/",
        "City": "Olympia",
        "State_County": "Washington",
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        "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).",
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        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
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        "Country_income_level": "High income",
        "Organization_name": "Washington Hospitality Association",
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        "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",
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        "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": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
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        "Country_income_level": "High income",
        "Organization_name": "Innovation Accelerator",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The mission of the Innovation Accelerator is to promote their nation's economic competitiveness in the global economy by promoting the nation's innovation.",
        "Sector": "Governance",
        "URL": "http://www.innovationaccelerator.org/",
        "City": "Omaha",
        "State_County": "Nebraska",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy, Legal, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "provides tools to empower entrepreneurs and innovators through IP and science data",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Waste Not OC Coalition",
        "Type_of_organization": "Other",
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        "State_County": "CA",
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        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Other_Description": ""
    },
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        "Region": "North America",
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        "Country_income_level": "High income",
        "Organization_name": "Compliance and Risks",
        "Type_of_organization": "For-profit",
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        "Sector": "Business, research and consulting",
        "URL": "http://www.complianceandrisks.com",
        "City": "Oregon House",
        "State_County": "California",
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        "Size": "51 to 200",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "OpenConcept Consulting Inc.",
        "Type_of_organization": "For-profit",
        "Organization_description": "We are an open-source web development shop specializing in Drupal, we work with security &amp; accessibility, but increasingly leveraging open data. ",
        "Sector": "IT and geospatial",
        "URL": "http://openconcept.ca",
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        "State_County": "Ontario",
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        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Business, Geospatial, Weather",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide services such as web accessibility consulting, security consulting, digital strategy and web development consulting, systems architecture consulting, etc.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Open Data Ottawa",
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        "Organization_description": "Open Data Ottawa is a citizen group that organizes events where people make beautiful and useful things with public data.",
        "Sector": "Governance",
        "URL": "http://opendataottawa.tumblr.com/",
        "City": "Ottawa",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Hidden Harvest",
        "Type_of_organization": "For-profit",
        "Organization_description": "Hidden Harvest organizes harvests for existing trees and sells edible trees that make sense for Ottawa\u00e2\u20ac\u2122s future harvests.",
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        "URL": "http://ottawa.hiddenharvest.ca/about/",
        "City": "Ottawa",
        "State_County": "Ontario",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture, Environment",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "Data on trees is used to identify fruit/nut bearing trees to harvest",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
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        "Country_income_level": "High income",
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        "Sector": "Business, research and consulting",
        "URL": "http://www.idrc.ca/",
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        "State_County": "Ontario",
        "Founding_year": "1970",
        "Size": "201 to 1000",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocates for issues related to transparency and access to public information.",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
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        "Country_income_level": "High income",
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        "Sector": "IT and geospatial",
        "URL": "http://geocoder.ca/",
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        "State_County": "Ontario",
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        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "developers of geocoder.ca - a real time geocoding port to build location aware web applications.",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
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        "Organization_description": "Evidence for Democracy (E4D) is the leading fact-driven, non-partisan, not-for-profit organization promoting the transparent use of evidence in government decision-making in Canada.",
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        "URL": "https://evidencefordemocracy.ca",
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        "State_County": "Ontario",
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        "Size": "1 to 10",
        "Type_of_data_used": "Science and research",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "use data on public funding for scientific research in Silence of the Labs project",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
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        "URL": "https://www.crowdpac.com",
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        "State_County": "California",
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        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "TrustedID",
        "Type_of_organization": "For-profit",
        "Organization_description": "TrustedID is an identity protection company that offers services that help consumers detect risk of identity theft and control the use of their personal information.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.trustedid.com/",
        "City": "Palo Alto",
        "State_County": "California",
        "Founding_year": "2005",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ClearStory Data",
        "Type_of_organization": "For-profit",
        "Organization_description": "ClearStory Data makes it easy for business users to find, combine and interactively explore data across first-party and third-party sources.",
        "Sector": "IT and geospatial",
        "URL": "www.clearstorydata.com",
        "City": "Palo Alto",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Science Exchange",
        "Type_of_organization": "For-profit",
        "Organization_description": "Science Exchange is a marketplace for scientific collaboration where researchers can order experiments from the world's best labs.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.scienceexchange.com/",
        "City": "Palo Alto",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Numedii",
        "Type_of_organization": "For-profit",
        "Organization_description": "NuMedii creates new drugs for specific patient subgroups by translating life sciences Big Data into therapies with a higher probability of therapeutic success.",
        "Sector": "Business, research and consulting",
        "URL": "http://numedii.com",
        "City": "Palo Alto",
        "State_County": "California",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Palantir",
        "Type_of_organization": "For-profit",
        "Organization_description": "Palantir turns unstructured data on websites into APIs without writing any code - transforming data into structured data sets.",
        "Sector": "IT and geospatial",
        "URL": "https://www.palantir.com/",
        "City": "Palo Alto",
        "State_County": "California",
        "Founding_year": "2014",
        "Size": "1000+",
        "Type_of_data_used": "Economic, Environment",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "NEST",
        "Type_of_organization": "For-profit",
        "Organization_description": "Nest Labs is a home automation company that designs and manufactures sensor-driven, Wi-Fi-enabled, self-learning, programmable thermostats and smoke detectors.",
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        "URL": "https://nest.com",
        "City": "Palo Alto",
        "State_County": "CA",
        "Founding_year": "2010",
        "Size": "201 to 1000",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "helps customers save energy",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Organization_description": "The Lucile Packard Foundation for Children's Health works to elevate the priority of children's health, and increase the quality and accessibility of children's health care through leadership and direct investment.",
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        "City": "Palo Alto",
        "State_County": "CA",
        "Founding_year": "1996",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Education, Housing, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "creators of Kidsdata.org with data on more than 500 measures of child health and well being for every county - city - school district - and legislative district in California.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Revelstone provides a web-based performance analytics, benchmarking and open data platform to enable data driven decisions.",
        "Sector": "Governance",
        "URL": "http://www.revelstonelabs.com",
        "City": "Parsippany-Troy Hills",
        "State_County": "New Jersey",
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        "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": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Spokeo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spokeo is a people search website that aggregates data from many online and offline sources.",
        "Sector": "Consumer",
        "URL": "http://www.spokeo.com/",
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        "State_County": "California",
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        "Size": "201 to 1000",
        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
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        "Country_income_level": "High income",
        "Organization_name": "Legal Science",
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        "State_County": "PA",
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        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
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        "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": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "The Reinvestment Fund",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Reinvestment Fund (TRF) finances housing, community facilities, supermarkets, commercial real estate and energy efficiency projects.",
        "Sector": "Finance and insurance",
        "URL": "https://www.reinvestment.com/",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "1985",
        "Size": "51 to 200",
        "Type_of_data_used": "Education, Agriculture, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "community assistance services mapped on their online GIS system",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ReedTech (LexisNexis)",
        "Type_of_organization": "For-profit",
        "Organization_description": "As part of the LexisNexis family, Reed Tech serves its clients in the public and private sectors with the expertise required in the technology-focused fields of IP services, Life Sciences, and Web Archiving.",
        "Sector": "IT and geospatial",
        "URL": "http://www.reedtech.com/",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "1966",
        "Size": "1000+",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "develops products based on open data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PolicyMap",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "PolicyMap is a web-based GIS and mapping company that captures and visualizes data including demographics, health data, mortgage trends, school performance scores, and crime statistics.",
        "Sector": "IT and geospatial",
        "URL": "http://policymap.com",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Education, Health, Geospatial, Public safety, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Azavea",
        "Type_of_organization": "For-profit",
        "Organization_description": "Azavea is a geospatial analysis (GIS) software development firm specializing in creating location-based web and mobile software as well as geospatial analysis services.",
        "Sector": "IT and geospatial",
        "URL": "http://azavea.com",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Agriculture, Agriculture, Geospatial, Energy, Legal, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses geospatial data to develop geospatial analysis (GIS) software.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Annenberg Public Policy Center - Fact Check",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Center is a nonpartisan, nonprofit \u00e2\u20ac\u0153consumer advocate\u00e2\u20ac\u009d for voters that aims to reduce the level of deception and confusion in U.S. politics, by monitoring the factual accuracy of what is said by major U.S. political players in the form of TV ads, debates, speeches, interviews and news releases.",
        "Sector": "Media and communications",
        "URL": "http://www.factcheck.org/",
        "City": "Philadelphia",
        "State_County": "PA",
        "Founding_year": "1993",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "fact checking",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "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": "Powerlytics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Powerlytics market intelligence platform provides the most comprehensive, accurate and granular consumer and business financial data available. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.powerlytics.com",
        "City": "Philadelphia",
        "State_County": "Pennsylvania",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Business, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "SpeSo Health",
        "Type_of_organization": "For-profit",
        "Organization_description": "SpeSo Health is an online platform that connects patients with rare diseases with care providers who are experts for those complex conditions.",
        "Sector": "Healthcare",
        "URL": "http://www.spesohealth.com/",
        "City": "Philadelphia",
        "State_County": "Pennsylvania",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "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": "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Target Freight Management",
        "Type_of_organization": "For-profit",
        "Organization_description": "TFM is a technology based LTL freight management company. TFM offers customized programs that help their clients save significant money on LTL shipping while improving carrier service metrics.",
        "Sector": "Transportation and logistics",
        "URL": "www.targetfmi.com",
        "City": "Pittsburgh",
        "State_County": "PA",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Epsilon",
        "Type_of_organization": "For-profit",
        "Organization_description": "Epsilon works with marketers, and creates connections between brands and costumers, by utilizing customer intelligence solutions that integrate data, creativity and robust technologies.",
        "Sector": "IT and geospatial",
        "URL": "http://www.epsilon.com",
        "City": "Plano",
        "State_County": "Texas",
        "Founding_year": "1969",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "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": "Certent",
        "Type_of_organization": "For-profit",
        "Organization_description": "Certent helps companies to meet their financial compliance requirements with web-based technology streamlines equity plan management, financial reporting for ASC718, and financial filings (in XBRL and HTML) with the U.S. SEC.",
        "Sector": "IT and geospatial",
        "URL": "http://certent.com",
        "City": "Pleasanton",
        "State_County": "California",
        "Founding_year": "2002",
        "Size": "201 to 1000",
        "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": "Port of Port Angeles",
        "Type_of_organization": "Other",
        "Organization_description": "The Port of Port Angeles is a municipal corporation responsible for promoting and enhancing the economic vitality of Clallam County through business development and job creation, and serves the community as both a public steward and an economically self-sustaining enterprise.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.portofpa.com/",
        "City": "Port Angeles",
        "State_County": "Washington",
        "Founding_year": "1923",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Business, Economic, Environment, Geospatial, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses open data to find information on potential tenants of marine terminals, or airport tenants.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Periscopic",
        "Type_of_organization": "For-profit",
        "Organization_description": "Periscopic is a socially conscious information visualization firm that specializes in using technology to help companies and organizations facilitate information transparency and public awareness. ",
        "Sector": "IT and geospatial",
        "URL": "http://www.periscopic.com/",
        "City": "Portland",
        "State_County": "Oregon",
        "Founding_year": "2004",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to create conscious visualizations: from endangered species, to politics, to social justice,",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "FlightStats",
        "Type_of_organization": "For-profit",
        "Organization_description": "FlightStats provides a set of web services that provide global travel information.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.flightstats.com",
        "City": "Portland",
        "State_County": "Oregon",
        "Founding_year": "2001",
        "Size": "201 to 1000",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "offers flight data services and applications to customers serving the global travel industry",
        "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": "Vigillo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Vigillo presents data in such a way that companies can quickly and clearly understand and address their most critical safety and compliance issues.",
        "Sector": "IT and geospatial",
        "URL": "http://vigillo.com",
        "City": "Portland",
        "State_County": "OR",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Cambia Health Solutions",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Cambia Health Solutions is a company dedicated to transforming health care by creating a person-focused and economically sustainable system.",
        "Sector": "Healthcare",
        "URL": "http://cambiahealth.com",
        "City": "Portland",
        "State_County": "OR",
        "Founding_year": "2015",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Using patent open data - Cambia pioneered the development of an open patent-based Commons",
        "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": "Zebu Compliance Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Zebu Compliance Solutions focuses on healthcare coding, billing, and claims compliance through web services, software, and data support.",
        "Sector": "Healthcare",
        "URL": "https://www.zebucompliance.com/",
        "City": "Portsmouth",
        "State_County": "Ohio",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Open Quebec (Quebec Ouverte)",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Quebec (Quebec Ouverte) is a citizen initiative which aims to promote open access for civic information in Quebec.",
        "Sector": "Governance",
        "URL": "http://quebecouvert.org/a-propos",
        "City": "Quebec City",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Evollia",
        "Type_of_organization": "For-profit",
        "Organization_description": "Evollia assists clients in modernizing their business processes through simple and user-friendly e-business solutions",
        "Sector": "IT and geospatial",
        "URL": "http://evollia.com/",
        "City": "Quebec City",
        "State_County": "Qu\u00c3\u00a9bec",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various civic projects, such as La Mutuelle de microfinance Qu\u00cc\u00a9bec, and Qu\u00cc\u00a9bec Num\u00cc\u00a9rique.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Qlik",
        "Type_of_organization": "For-profit",
        "Organization_description": "Qlik provides data discovery delivering solutions for self-service data visualization and guided analytics.",
        "Sector": "IT and geospatial",
        "URL": "http://www.qlik.com/",
        "City": "Radnor",
        "State_County": "Pennsylvania",
        "Founding_year": "1993",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "NC Clean Energy Technology Center",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The NC Clean Energy Technology Center (formerly the NC Solar Center) advances a sustainable energy economy by educating, demonstrating and providing support for clean energy technologies, practices, and policies.",
        "Sector": "Energy and climate",
        "URL": "http://nccleantech.ncsu.edu/",
        "City": "Raleigh",
        "State_County": "NC",
        "Founding_year": "1988",
        "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": "Uses open datas to educate, demonstrate and provide support for clean energy technologies, practices, and policies, aiming to advance a sustainable energy economy.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Black Hills",
        "Type_of_organization": "For-profit",
        "Organization_description": "Black Hills Corp is a diversified energy company that serves natural gas and electric utility customers in Colorado, Iowa, Kansas, Montana, Nebraska, South Dakota and Wyoming.",
        "Sector": "Energy and climate",
        "URL": "http://www.blackhillscorp.com/",
        "City": "Rapid City",
        "State_County": "South Dakota",
        "Founding_year": "2015",
        "Size": "1000+",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses environmental and energy open data to increase energy efficiency.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Esri",
        "Type_of_organization": "For-profit",
        "Organization_description": "Esri is a leader in geographic information systems, mapping and spatial analysis.",
        "Sector": "IT and geospatial",
        "URL": "http://esri.com",
        "City": "Redlands",
        "State_County": "CA",
        "Founding_year": "1969",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data as part of geospatial solutions for various industries.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Microsoft Windows Azure Marketplace",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Windows Azure Marketplace is an online market for buying and selling finished Software as premium datasets.",
        "Sector": "IT and geospatial",
        "URL": "https://azuremarketplace.microsoft.com/en-us",
        "City": "Redmond",
        "State_County": "Washington",
        "Founding_year": "2010",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "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": "Bing",
        "Type_of_organization": "For-profit",
        "Organization_description": "Bing is a Microsoft decision (search) engine that attempts to understand the context behind the search, which Microsoft claims gives users better results.",
        "Sector": "IT and geospatial",
        "URL": "http://www.bing.com",
        "City": "Redmond",
        "State_County": "Washington",
        "Founding_year": "2009",
        "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",
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        "Country_income_level": "High income",
        "Organization_name": "Computing (Informatica)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Computing (Informatica) provides data integration software and services that help organizations to access, integrate, and trust all their information assets.",
        "Sector": "IT and geospatial",
        "URL": "http://www.informatica.com",
        "City": "Redwood City",
        "State_County": "California",
        "Founding_year": "1993",
        "Size": "1000+",
        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Equilar is an independent provider of high-quality executive data, tools, and analysis.",
        "Sector": "IT and geospatial",
        "URL": "http://www.equilar.com/",
        "City": "Redwood City",
        "State_County": "California",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Business",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Paxata introduces the Adaptive Data Preparation platform, built for the business analyst.",
        "Sector": "IT and geospatial",
        "URL": "http://www.paxata.com/",
        "City": "Redwood City",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
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        "Organizational_Optimization_Description": "",
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        "Type_of_organization": "For-profit",
        "Organization_description": "POPVOX.com is a transformative advocacy platform that meshes legislative data with personal stories and public sentiment.",
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        "URL": "https://popvox.com/",
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        "State_County": "California",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
        "Organization_name": "Oracle",
        "Type_of_organization": "For-profit",
        "Organization_description": "By combining data management, analytics, and behavioural science, Oracle creates energy savings for its customers.",
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        "URL": "https://www.oracle.com/index.html",
        "City": "Redwood City",
        "State_County": "California",
        "Founding_year": "2007",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Energy, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open datas to create customer engagement platform for utilities. The platform combines insightful analytics, behavioral science, and cutting-edge design to fuel success in a new energy landscape.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
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        "URL": "http://www.twindolphinsoftware.com",
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        "State_County": "CA",
        "Founding_year": "2006",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "cleans patent data and provides it to companies such as Gazelle Technologies - Inc.",
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        "Other_Description": ""
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        "Country_income_level": "High income",
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        "State_County": "Saskatchewan",
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        "Size": "1 to 10",
        "Type_of_data_used": null,
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        "Advocacy_description": "",
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        "Organization_description": "VisualDoD is a web-based integrated platform for rapid discovery, visualization, analysis and forecasting of spending in the US defense market and selected adjacent markets.",
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        "State_County": "Virginia",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "URL": "http://www.pixia.com",
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        "State_County": "Virginia",
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        "Type_of_data_used": "Geospatial",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Mackson Consulting LLC, is a Women Owned Small Business (WOSB) delivering IT services to the commercial and public sector markets.",
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        "URL": "http://www.macksonconsulting.com/",
        "City": "Reston",
        "State_County": "VA",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "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.",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "State_County": "MD",
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        "Type_of_data_used": "Demographic and social",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Computer Packages Inc",
        "Type_of_organization": "For-profit",
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        "URL": "http://www.computerpackages.com/",
        "City": "Rockville",
        "State_County": "Maryland",
        "Founding_year": "1968",
        "Size": "51 to 200",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "provides electronic delivery of electronic patent office data to you.",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "State_County": "Virginia",
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        "Size": "51 to 200",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "conducts research to prevent motor vehicle crashes",
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        "Other_Description": ""
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Stevens Worldwide Van Lines",
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        "Organization_description": "Stevens Worldwide Van Lines is a moving and storage company \u00e2\u20ac\u201c providing personal/household moving, business moving, and international moving.",
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        "URL": "http://www.stevensworldwide.com/",
        "City": "Saginaw",
        "State_County": "Michigan",
        "Founding_year": "1905",
        "Size": "201 to 1000",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Type_of_organization": "For-profit",
        "Organization_description": "Certara provides guidance spanning drug discovery and development with modeling and analysis including molecular modeling, prediction of drug-drug interactions, and clinical trial simulation.",
        "Sector": "Business, research and consulting",
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        "State_County": "Missouri",
        "Founding_year": "2008",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
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        "Other_Description": ""
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        "Country_income_level": "High income",
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        "State_County": "Missouri",
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        "Type_of_data_used": "Health, Economic, Legal",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "URL": "http://www.merrillcorp.com",
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        "State_County": "Minnesota",
        "Founding_year": "1968",
        "Size": "1000+",
        "Type_of_data_used": "Business",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Country_income_level": "High income",
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        "Organization_description": "Graduation Alliance provides versatile pathways to high school graduation, fosters college and career exploration, and connects job creators to skilled and ready workers. ",
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        "State_County": "Utah",
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        "Size": "51 to 200",
        "Type_of_data_used": "Education",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "City": "Sammamish",
        "State_County": "Washington",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "Organization_description": "USAA aims to facilitate the financial security of its members, associates, and their families through provision of a range of competitive financial products and services.",
        "Sector": "Finance and insurance",
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        "City": "San Antonio",
        "State_County": "Texas",
        "Founding_year": "1922",
        "Size": "1000+",
        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "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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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "State_County": "CA",
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        "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": "",
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        "Country_income_level": "High income",
        "Organization_name": "Brightscope",
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        "URL": "http://www.brightscope.com/",
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        "State_County": "CA",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": "Economic, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data about 401(k) plans to help users understand the fees associated with these plans.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "State_County": "California",
        "Founding_year": "2001",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
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        "Other_Description": ""
    },
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "Sector": "IT and geospatial",
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        "City": "San Diego",
        "State_County": "California",
        "Founding_year": "1951",
        "Size": "1000+",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
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        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "InstaVIN",
        "Type_of_organization": "For-profit",
        "Organization_description": "An app that provides access to vehicle history and title reports",
        "Sector": "Transportation and logistics",
        "URL": "https://www.instavin.com",
        "City": "San Diego",
        "State_County": "California",
        "Founding_year": "2000",
        "Size": "",
        "Type_of_data_used": "Public safety, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides consumers with complete vehicle history and title report",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Splunk",
        "Type_of_organization": "For-profit",
        "Organization_description": "Splunk indexes and makes searchable data from any app, server or network device in real time including logs, configuration files, messages, alerts, scripts and metrics.",
        "Sector": "IT and geospatial",
        "URL": "http://www.splunk.com/",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2003",
        "Size": "1000+",
        "Type_of_data_used": "Other, Public safety, Public safety, Public safety, Public safety, Housing, Housing, Housing, Housing, Geospatial, Geospatial, Geospatial, Geospatial, Environment, Environment, Environment, Economic, Economic, Economic, Economic, Demographic and social, Demographic and social, Demographic and social, Weather, Weather, Weather, Weather, Weather, Transportation, Transportation, Transportation, Transportation, Health, Health, Health, Health, Government operations, Government operations, Government operations, Government operations, Energy, Energy, Energy, Energy, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "To enhance transparency and create access to meaningful new open data information sources.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Partnerships with select universities to provide software and support to researchers leveraging big data to inform their research efforts.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Sunrun",
        "Type_of_organization": "For-profit",
        "Organization_description": "Sunrun allows homeowners to pay for the power. Sunrun maintains and monitors the system while homeowners pay for the electricity it produces at a low, locked-in rate\u00e2\u20ac\u201csaving them money over time.",
        "Sector": "Energy and climate",
        "URL": "http://www.sunrun.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2007",
        "Size": "1000+",
        "Type_of_data_used": "Environment, Energy",
        "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": "SolarNexus",
        "Type_of_organization": "For-profit",
        "Organization_description": "SolarNexus Inc. provides solar business management software that makes it cheaper, faster, and more profitable to sell, install, and maintain solar systems.",
        "Sector": "Energy and climate",
        "URL": "http://www.solarnexus.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "app helps companies install solar at a lower cost",
        "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": "SigFig",
        "Type_of_organization": "For-profit",
        "Organization_description": "SigFig tracks individuals' financial assets and provides detailed visualizations of their investments and recommendations on how to manage them.",
        "Sector": "Finance and insurance",
        "URL": "https://www.sigfig.com/",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2008",
        "Size": "201 to 1000",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to build an intelligent, tax-efficient, diversified portfolio for clients to make proper investment decisions.",
        "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": "Relecura",
        "Type_of_organization": "For-profit",
        "Organization_description": "Relecura's flagship product is a patent analysis tool for the IP and Business Intelligence community, offering a comprehensive suite of products and supporting various workflows at each stage of the innovation lifecycle.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.relecura.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "publish patterns and trends on assignment transfer related to patent transactions",
        "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": "NerdWallet",
        "Type_of_organization": "For-profit",
        "Organization_description": "Nerdwallet helps consumers with money questions on banking, insurance, health care, investments, education, housing, travel, and shopping.",
        "Sector": "Finance and insurance",
        "URL": "http://www.nerdwallet.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2009",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Compliance AI",
        "Type_of_organization": "For-profit",
        "Organization_description": "Jurispect is a legal intelligence and collaboration framework.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.compliance.ai/",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture, Economic, Environment, Energy, Legal, Transportation, Finance, Consumer",
        "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 business open data to find trends and forecasts for decision-making for companies in regulated industries.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Iodine",
        "Type_of_organization": "For-profit",
        "Organization_description": "Iodine combines large healthcare datasets with a user's individual needs and background to create a personalized resource for better understanding and decision-making about health.",
        "Sector": "Healthcare",
        "URL": "http://www.iodine.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Health, Economic, Legal, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses healthcare open data to provide expert medical info.",
        "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": "Innovaccer",
        "Type_of_organization": "For-profit",
        "Organization_description": "InnovAccer simplifies access to structured data and analytics through implementations of machine learning and Big Data Technology.",
        "Sector": "IT and geospatial",
        "URL": "http://www.innovaccer.com/",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2012",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health, Legal, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "integrates open data in big data approach",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Hacks / Hackers",
        "Type_of_organization": "Developer group",
        "Organization_description": "Hacker-journalists try and bridge the two worlds: it's for hackers exploring technologies to filter and visualize information, and for journalists who use technology to find and tell stories.",
        "Sector": "Media and communications",
        "URL": "http://hackshackers.com/",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocates for issues related to transparency and access to public information, e.g. hackathons.",
        "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": "GoodGuide",
        "Type_of_organization": "For-profit",
        "Organization_description": "GoodGuide provides the world's largest and most reliable source of information on health, environmental, and social impacts of consumer products.",
        "Sector": "Consumer",
        "URL": "http://www.goodguide.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": "Health, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide information about the health, environmental and social performance of consumer products and 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": "Folsom Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Folsom Labs develops HelioScope, an advanced PV System Design tool, that ties together system design and performance modeling.",
        "Sector": "Energy and climate",
        "URL": "http://www.folsomlabs.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "the HelioScope system uses Department of Energy open data to calculate the lowest Levelized Cost of Energy (LCOE) for a given site.",
        "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": "Credit Karma",
        "Type_of_organization": "For-profit",
        "Organization_description": "Credit Karma is a web-based credit and financial management service that helps more than 20 million consumers track their credit and finances for free.",
        "Sector": "Finance and insurance",
        "URL": "https://www.creditkarma.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "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": "Climate Corporation",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Climate Corporation aims to help farmers around the world protect and improve their farming operations with uniquely powerful software and insurance products.",
        "Sector": "Agriculture",
        "URL": "http://www.climate.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Agriculture, Environment, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses weather open data to better predict meteoreologic conditions to provide insurance services to farmers.",
        "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": "Caravan Studios",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Caravan Studios build apps for social good and they build them along with the community who needs them.",
        "Sector": "IT and geospatial",
        "URL": "http://www.caravanstudios.org/#!range/c1ht6",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "apps - e.g. Range - a mobile app that locates the time and place where free summer meals are served to children who are hungry (especially during summer when no free school meals are available).",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "BuildingEye",
        "Type_of_organization": "For-profit",
        "Organization_description": "BuildingEye takes local government data on building permits in different locations and visualizes this information on its map.",
        "Sector": "Housing, construction & real estate",
        "URL": "https://buildingeye.com/",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Housing",
        "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": "Appallicious",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Appallicious Mobile Commerce Platform is a technology for government and business to go mobile.",
        "Sector": "IT and geospatial",
        "URL": "http://appallicious.com",
        "City": "San Francisco",
        "State_County": "CA",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Health, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Creates products to help banks, businesses and government create opportunity, savings, efficiency and value from all types of data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Life 360",
        "Type_of_organization": "For-profit",
        "Organization_description": "Life360 is location-based safety system that allows parents to see where their child is located, when they need help and what are the threats around them.",
        "Sector": "Governance",
        "URL": "https://www.life360.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Life 360 uses GPS open data to create private maps showing where family members.",
        "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": "Earnest",
        "Type_of_organization": "For-profit",
        "Organization_description": "Earnest is a technology enabled lender that evaluates individuals' full education, employment, and financial profiles. ",
        "Sector": "Finance and insurance",
        "URL": "https://www.meetearnest.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2013",
        "Size": "51 to 200",
        "Type_of_data_used": "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "GitHub",
        "Type_of_organization": "For-profit",
        "Organization_description": "GitHub is a code host with over 9.8 million repositories and tools open to the community for public projects and secure for private projects.",
        "Sector": "IT and geospatial",
        "URL": "https://github.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2008",
        "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": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Bayes Impact",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Bayes Impact is a Y Combinator-backed technology nonprofit that builds data science solutions with governments and NGOs to solve critical social problems across the globe. ",
        "Sector": "Other",
        "URL": "http://www.bayesimpact.org/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Yelp",
        "Type_of_organization": "For-profit",
        "Organization_description": "Yelp, Inc. operates an &quot;online urban guide&quot; and business review website.",
        "Sector": "Consumer",
        "URL": "http://www.yelp.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2004",
        "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": "Workhands",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "WorkHands is a meeting place for American workers .",
        "Sector": "Consumer",
        "URL": "https://www.workhands.us/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Economic, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Uber",
        "Type_of_organization": "For-profit",
        "Organization_description": "Uber connects riders to drivers through apps to make cities more accessible, opening up more possibilities for riders and more business for drivers.",
        "Sector": "Transportation and logistics",
        "URL": "https://www.uber.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Stamen Design",
        "Type_of_organization": "For-profit",
        "Organization_description": "Stamen Design specializes in an emerging genre of interactive mapping and live data visualization.",
        "Sector": "IT and geospatial",
        "URL": "http://stamen.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2001",
        "Size": "11 to 50",
        "Type_of_data_used": "Other, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Quid",
        "Type_of_organization": "For-profit",
        "Organization_description": "Quid software helps users explore complex data and networks on technology areas of interest and provides them with monitoring abilities. ",
        "Sector": "IT and geospatial",
        "URL": "http://quid.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "1999",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Practice Fusion",
        "Type_of_organization": "For-profit",
        "Organization_description": "Practice Fusion provides free, web-based electronic health record (EHR) system to physicians.",
        "Sector": "Healthcare",
        "URL": "http://www.practicefusion.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2005",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Mozio",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mozio is an airport ground transportation search and booking engine and API.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.mozio.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide best transportation options for travelers get to and from airport ",
        "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": "LoopNet",
        "Type_of_organization": "For-profit",
        "Organization_description": "LoopNet enables users to search listings, research properties, and list availability for commercial real estate.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.loopnet.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "1995",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Lending Club",
        "Type_of_organization": "For-profit",
        "Organization_description": "Lending Club is an online financial community that connects creditworthy borrowers to investors, providing an alternative to bank lending.",
        "Sector": "Finance and insurance",
        "URL": "https://www.lendingclub.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2006",
        "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": "Healthline",
        "Type_of_organization": "For-profit",
        "Organization_description": "Healthline offers readers and site visitors objective, trustworthy, and accurate health information, guided by the principles of responsible journalism and publishing.",
        "Sector": "Healthcare",
        "URL": "http://www.healthline.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2005",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Funding Circle",
        "Type_of_organization": "For-profit",
        "Organization_description": "Funding Circle USA is an online loan marketplace that connects small businesses with investors.",
        "Sector": "Finance and insurance",
        "URL": "https://www.fundingcircle.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "201 to 1000",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "FutureAdvisor",
        "Type_of_organization": "For-profit",
        "Organization_description": "FutureAdvisor is an online investment advisor that automatically manages investments and works with existing investment 401(k) plans.",
        "Sector": "Finance and insurance",
        "URL": "https://www.futureadvisor.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "51 to 200",
        "Type_of_data_used": "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": "Charles Schwab Corp.",
        "Type_of_organization": "For-profit",
        "Organization_description": "Charles Schwab is an investment services firm that advocates for individual investors and the financial professionals who serve them.",
        "Sector": "Finance and insurance",
        "URL": "https://www.schwab.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "1973",
        "Size": "1000+",
        "Type_of_data_used": "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": "WaterSmart Software",
        "Type_of_organization": "For-profit",
        "Organization_description": "WaterSmart Software helps water utilities achieve their customer engagement and water efficiency goals by making it easier for customers to save water and money.",
        "Sector": "Energy and climate",
        "URL": "http://www.watersmart.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Verdafero",
        "Type_of_organization": "For-profit",
        "Organization_description": "Verdafero delivers unified utility analytics software solutions for businesses to capture, analyze, visualize and report their entire utility usage across multiple utility streams and facilities.",
        "Sector": "IT and geospatial",
        "URL": "http://verdafero.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy",
        "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": "New Media Parents",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mom Maps helps find kid friendly locations with an extensive, searchable list of parks, playgrounds, restaurants, museums and indoor play areas.",
        "Sector": "IT and geospatial",
        "URL": "http://mommaps.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Other, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Trulia",
        "Type_of_organization": "For-profit",
        "Organization_description": "Trulia gives home buyers, sellers, owners and renters the inside scoop on properties, places and real estate professionals.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://trulia.com",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2005",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health, Environment, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "OpenCounter",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "OpenCounter helps entrepreneurs get their businesses up and running by providing an online interface to the permitting process at City Hall.",
        "Sector": "Governance",
        "URL": "https://opencounter.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to create two products: OpenCounter, a &quot;one-stop-shop&quot; for business permitting, and ZoningCheck, a lightweight tool for zoning clearance queries.",
        "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": "Civic Insight",
        "Type_of_organization": "For-profit",
        "Organization_description": "Civic Insight makes official data about buildings easily usable.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://civicinsight.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses building and geospatial data to offer open information about building and infrastructure projects",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "BuildZoom",
        "Type_of_organization": "For-profit",
        "Organization_description": "BuildZoom focuses on home remodeling. ",
        "Sector": "Housing, construction & real estate",
        "URL": "https://www.buildzoom.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses building permits data to learn about the type of work contractors perform in home remodeling.",
        "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": "Spruce Finance",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spruce Finance is an unbranded platform that connects the residential solar industry with capital markets.",
        "Sector": "Energy and climate",
        "URL": "https://sprucefinance.com/",
        "City": "San Francisco",
        "State_County": "California",
        "Founding_year": "2006",
        "Size": "201 to 1000",
        "Type_of_data_used": "Energy, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to connect the solar industry with capital markets and provides residential solar professionals.",
        "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": "realtor.com",
        "Type_of_organization": "For-profit",
        "Organization_description": "Realtor.com has real estate listings for millions of homes for sale in regions across the United States and Canada.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.realtor.com/",
        "City": "San Jose",
        "State_County": "California",
        "Founding_year": "1996",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Adobe Digital Government",
        "Type_of_organization": "For-profit",
        "Organization_description": "Adobe delivers solutions that help government agencies make, manage, mobilize, and measure the information and experiences needed to achieve their missions.",
        "Sector": "IT and geospatial",
        "URL": "http://www.adobe.com/solutions/government.html",
        "City": "San Jose",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "import.io",
        "Type_of_organization": "For-profit",
        "Organization_description": "Import.io is a data browser that uses a desktop app to convert websites into a table of data or structured API stored on a cloud platform.",
        "Sector": "IT and geospatial",
        "URL": "http://import.io/",
        "City": "San Jose",
        "State_County": "California",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Open Brazil",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Brasil is a Code for America Brigade that contributes toward improving the way local governments and community organizations use the web in Brazil.",
        "Sector": "Governance",
        "URL": "http://openbrazil.org/",
        "City": "San Jose",
        "State_County": "California",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "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": "Fundecor",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Fundecor's mission is to contribute to the sustainable management of natural resources and improve the quality of life in the Central Volcanic Cordillera Conservation Area in Costa Rica, by developing innovative and replicable models.",
        "Sector": "Energy and climate",
        "URL": "http://www.fundecor.org/",
        "City": "San Jose",
        "State_County": "California",
        "Founding_year": "1991",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Environment, Geospatial, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Environmental education and citizen awareness projects",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Sustainable forest management practices",
        "Application_Research": "TRUE",
        "Research_Description": "Environmental mapping",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Apigee",
        "Type_of_organization": "For-profit",
        "Organization_description": "Apigee delivers an intelligent API platform to help companies use their enterprise data and services to create connected digital experiences for customers, partners and employees.",
        "Sector": "IT and geospatial",
        "URL": "http://apigee.com/",
        "City": "San Jose",
        "State_County": "CA",
        "Founding_year": "2004",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "develops infrastructure for creating and operating apps and APIs.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Xignite",
        "Type_of_organization": "For-profit",
        "Organization_description": "Xignite provides financial web services with real-time, historical and reference data for global equities, commodities, currencies, options, fixed income, mutual funds, derivatives and over-the-counter instruments.",
        "Sector": "Finance and insurance",
        "URL": "http://www.xignite.com/",
        "City": "San Mateo",
        "State_County": "California",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Business, Economic, Economic, Economic",
        "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": "MarkLogic",
        "Type_of_organization": "For-profit",
        "Organization_description": "MarkLogic is a database for unstructured information, a platform for Big Data applications designed to drive revenue, streamline operations, and manage risk.",
        "Sector": "IT and geospatial",
        "URL": "http://www.marklogic.com",
        "City": "San Mateo",
        "State_County": "California",
        "Founding_year": "2001",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "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": "GBG Loqate",
        "Type_of_organization": "For-profit",
        "Organization_description": "GBG Loqate is a developer of Global Location Intelligence solutions whose goal is to enable clients to make better use of their location data in areas such as data quality, direct marketing, fraud detection, insurance risk assessment, transaction monitoring, logistics &amp; supply chain, online payment processing, as well as GIS, mapping and location based services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.loqate.com/",
        "City": "San Mateo",
        "State_County": "California",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "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": "Streetline",
        "Type_of_organization": "For-profit",
        "Organization_description": "Streetline is a smart parking company delivering smart data and advanced analytics to solve parking issues for customers worldwide.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.streetline.com/",
        "City": "San Mateo",
        "State_County": "California",
        "Founding_year": "2015",
        "Size": "51 to 200",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Accela",
        "Type_of_organization": "For-profit",
        "Organization_description": "Accela improves citizen engagement by making it easier to do government business, driving civic innovation and improving transparency, accuracy and accountability, providing civic engagement solutions for government.",
        "Sector": "Governance",
        "URL": "http://www.accela.com",
        "City": "San Ramon",
        "State_County": "California",
        "Founding_year": "1999",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health, Public safety, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The Accela Civic Platform uses open government data to build cloud services that automate and streamline civic processes",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Graphiq",
        "Type_of_organization": "For-profit",
        "Organization_description": "Graphiq is a data aggregation and visualization company focused on turning complicated data into contextually-rich data visualizations and knowledge products. The company offers several solutions for improving audience engagement with embeddable, interactive visualizations and in-depth vertical search engines across 20 major topics.",
        "Sector": "IT and geospatial",
        "URL": "http://www.graphiq.com",
        "City": "Santa Barbara",
        "State_County": "California",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Education, Agriculture, Business, Economic, Environment, Geospatial, Geospatial, Energy, Legal, Public safety, Public safety, Housing, Housing, Transportation, Transportation, Weather, Finance, Science and research, Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Caspio",
        "Type_of_organization": "For-profit",
        "Organization_description": "Caspio offers a cloud-based platform that allows users to create forms, publish databases or create business web applications fast and without programming.",
        "Sector": "IT and geospatial",
        "URL": "http://www.caspio.com/",
        "City": "Santa Clara",
        "State_County": "California",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PredPol",
        "Type_of_organization": "For-profit",
        "Organization_description": "Based on models for predicting aftershocks from earthquakes, PredPol's technology forecasts highest risk times and places for future crimes.",
        "Sector": "Governance",
        "URL": "http://www.predpol.com",
        "City": "Santa Cruz",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "USSearch",
        "Type_of_organization": "For-profit",
        "Organization_description": "USSearch.com is a major online provider of background checks, phone number lookups and public records in the US.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.ussearch.com/",
        "City": "Santa Monica",
        "State_County": "California",
        "Founding_year": "1994",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, 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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "TrueCar",
        "Type_of_organization": "For-profit",
        "Organization_description": "TrueCar is an automotive pricing and information website for new and used car buyers and dealers.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.truecar.com/",
        "City": "Santa Monica",
        "State_County": "California",
        "Founding_year": "2005",
        "Size": "201 to 1000",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "RAND Corporation",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The RAND Corporation is a think tank that helps improve policy and decision-making through research and analysis.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.rand.org",
        "City": "Santa Monica",
        "State_County": "California",
        "Founding_year": "1946",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Edmunds",
        "Type_of_organization": "For-profit",
        "Organization_description": "In 1995, Edmunds.com launched as the first automotive information Web site. The site and its apps make car pricing, car reviews and other research tools available for car shoppers at dealerships and on the go.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.edmunds.com/",
        "City": "Santa Monica",
        "State_County": "CA",
        "Founding_year": "1965",
        "Size": "201 to 1000",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "using open data from the Department of Tranportation to provide vehicle history 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": "Zillow",
        "Type_of_organization": "For-profit",
        "Organization_description": "Zillow is an online real estate database.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.zillow.com/",
        "City": "Seattle",
        "State_County": "WA",
        "Founding_year": "2006",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Economic, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses aggregated open data to generate search portals for home buyers, sellers, and real estate agents",
        "Application_Research": "TRUE",
        "Research_Description": "uses data from the Census Bureau to generate market analysis to inform users of the best time to buy/sell property",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Walk Score",
        "Type_of_organization": "For-profit",
        "Organization_description": "Walk Score's mission is to promote walkable neighborhoods.",
        "Sector": "Energy and climate",
        "URL": "http://www.walkscore.com",
        "City": "Seattle",
        "State_County": "WA",
        "Founding_year": "2007",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "uses open data sources like Google, Education.com, Open Street Map, the U.S. Census, Localeze to promote walkable neighborhoods as one of the simplest and best solutions for the environment, health, and economy.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "provides walksource data to researchers; generated scoring and search technology to evaluate walkable/bikeable neighborhoods",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Socrata",
        "Type_of_organization": "For-profit",
        "Organization_description": "Socrata's mission is to connect people to the government data they need and want.",
        "Sector": "IT and geospatial",
        "URL": "http://www.socrata.com",
        "City": "Seattle",
        "State_County": "WA",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to provide cloud-based solutions called Software as a Service (SaaS), to deliver data-driven innovation and cost-savings to public sector leaders and constitutes around the world. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Estately",
        "Type_of_organization": "For-profit",
        "Organization_description": "Estately empowers online shoppers in most major US cities with a simple, fast path to finding the home of their dreams.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.estately.com/",
        "City": "Seattle",
        "State_County": "WA",
        "Founding_year": "2007",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide insights into real estate market.",
        "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": "Bill & Melinda Gates Foundation",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Bill &amp; Melinda Gates Foundation works to help all people lead healthy, productive lives.",
        "Sector": "Other",
        "URL": "http://www.gatesfoundation.org/",
        "City": "Seattle",
        "State_County": "WA",
        "Founding_year": "2000",
        "Size": "1000+",
        "Type_of_data_used": "Education, Health",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocates for issues related to transparency and access to public information.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Amazon Web Services",
        "Type_of_organization": "For-profit",
        "Organization_description": "Amazon provides cloud computing services through Amazon Web Services to a range of clients.",
        "Sector": "IT and geospatial",
        "URL": "http://aws.amazon.com",
        "City": "Seattle",
        "State_County": "WA",
        "Founding_year": "2007",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "data2insight",
        "Type_of_organization": "For-profit",
        "Organization_description": "Data2insight is a data science firm that guides organizations in the wise use of data and measurement of education, social, health, and environmental impacts.",
        "Sector": "IT and geospatial",
        "URL": "http://data2insight.com/",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Business, Environment, Finance, Science and research",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses various open datasets from domains such as education, demographics, and business, to evaluate and measure the performance of various programs (e.g. Science, Technology, Engineering, Arts and Math education, K-12 Education, Youth development)",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Onvia",
        "Type_of_organization": "For-profit",
        "Organization_description": "Onvia is a provider of Business-to-Government solutions, covering a broad set of industries and products and tracking agencies at every level of government. ",
        "Sector": "Governance",
        "URL": "http://www.onvia.com/",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "1996",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Business, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Onvia uses open procurement data, tracking the spending of tens of thousands of federal, state and local government agencies, to help its clients conduct business with government.",
        "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": "Tableau Software",
        "Type_of_organization": "For-profit",
        "Organization_description": "Tableau Software produces a family of interactive data visualization products focused on business intelligence.",
        "Sector": "IT and geospatial",
        "URL": "http://www.tableausoftware.com/",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "2003",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Russell Investments",
        "Type_of_organization": "For-profit",
        "Organization_description": "Russell Investments provides tools to help investors build, track and trade investment portfolios.",
        "Sector": "Finance and insurance",
        "URL": "http://www.russell.com/indexes/",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "1936",
        "Size": "1000+",
        "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": "Avvo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Avvo.com is a legal marketplace for consumers and attorneys.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.avvo.com",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "2006",
        "Size": "201 to 1000",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Porch",
        "Type_of_organization": "For-profit",
        "Organization_description": "Porch has developed a data driven home improvement network: &quot;the public space of the private home.&quot;",
        "Sector": "Housing, construction & real estate",
        "URL": "https://porch.com/",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "2012",
        "Size": "201 to 1000",
        "Type_of_data_used": "Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PayScale",
        "Type_of_organization": "For-profit",
        "Organization_description": "PayScale provides compensation data for individuals and businesses to maximize their value.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.payscale.com/",
        "City": "Seattle",
        "State_County": "Washington",
        "Founding_year": "2001",
        "Size": "201 to 1000",
        "Type_of_data_used": "Economic",
        "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": "Redfin",
        "Type_of_organization": "For-profit",
        "Organization_description": "Redfin is a company of real estate agents and software engineers on a mission to make buying or selling a home better for you.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.redfin.com",
        "City": "Seattle",
        "State_County": "NY",
        "Founding_year": "2004",
        "Size": "201 to 1000",
        "Type_of_data_used": "Government operations, Demographic and social, Economic, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to condect survey and post reviews online for people to save money in buying houses.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Solar Census",
        "Type_of_organization": "For-profit",
        "Organization_description": "Solar Census is software company that is building the first commercial-grade online shade tool for the solar industry.",
        "Sector": "Energy and climate",
        "URL": "http://www.solarcensus.com",
        "City": "Sebastopol",
        "State_County": "CA",
        "Founding_year": "2006",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to create a commercial-grade online shade analysis tool called &quot;Surveyor&quot; and a free service called &quot;Generator&quot; to enable solar companies to amplify their lead generation efforts.",
        "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": "Mercaris",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mercaris provides critical market data and online trading for organic, non-GMO, identity-preserved agricultural commodities and ingredients.",
        "Sector": "Agriculture",
        "URL": "http://www.mercaris.com/",
        "City": "Silver Spring",
        "State_County": "Maryland",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Rand McNally",
        "Type_of_organization": "For-profit",
        "Organization_description": "Rand McNally specializes in maps, navigation, road travel, and trip planning, providing products and services for consumers, the transportation market, and educators.",
        "Sector": "IT and geospatial",
        "URL": "http://www.randmcnally.com/",
        "City": "Skokie",
        "State_County": "Illinois",
        "Founding_year": "0",
        "Size": "201 to 1000",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Great West Casualty Co",
        "Type_of_organization": "For-profit",
        "Organization_description": "Great West Casualty Company provides insurance products and services for truckers.",
        "Sector": "Finance and insurance",
        "URL": "https://ssl.gwccnet.com/",
        "City": "South Sioux City",
        "State_County": "Nebraska",
        "Founding_year": "1956",
        "Size": "201 to 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": "safety data",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Unigroup",
        "Type_of_organization": "For-profit",
        "Organization_description": "Unigroup provides local and long-distance moving and storage services.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.unigroupinc.com/",
        "City": "St Louis",
        "State_County": "MI",
        "Founding_year": "2006",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Juristat",
        "Type_of_organization": "For-profit",
        "Organization_description": "Juristat transforms raw court records into actionable analytics allowing litigators to optimize litigation and marketing strategies.",
        "Sector": "Business, research and consulting",
        "URL": "https://juristat.com/",
        "City": "St Louis",
        "State_County": "MI",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "develop software with litigation info to ensure USPTO is transparent - predictable - and equitable.",
        "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": "Lumesis",
        "Type_of_organization": "For-profit",
        "Organization_description": "Municipal market solutions delivering business efficiencies, data and regulatory support.",
        "Sector": "IT and geospatial",
        "URL": "http://lumesis.com/",
        "City": "Stamford",
        "State_County": "Connecticut",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Economic",
        "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": "AccuWeather",
        "Type_of_organization": "For-profit",
        "Organization_description": "AccuWeather provides local forecasts for everywhere in the United States and over two million locations worldwide.",
        "Sector": "Energy and climate",
        "URL": "http://www.accuweather.com",
        "City": "State College",
        "State_County": "PA",
        "Founding_year": "1962",
        "Size": "201 to 1000",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open weather data to provide weather forecast 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": "REI Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "REI Systems is a leading provider of federal open government/transparency solutions and has built many high-profile websites in the federal government.",
        "Sector": "IT and geospatial",
        "URL": "http://www.reisystems.com",
        "City": "Sterling",
        "State_County": "VA",
        "Founding_year": "1989",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Environment, Environment, Public safety, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Fuzion Apps",
        "Type_of_organization": "For-profit",
        "Organization_description": "Fuzion Apps aims to challenge the wage gap using Aequitas, a mobile cloud solution, that enables users to take control of their career by making informed decisions.",
        "Sector": "Consumer",
        "URL": "http://www.fuzionapps.com",
        "City": "Sugar Land",
        "State_County": "Texas",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Economic",
        "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": "Grid Unity",
        "Type_of_organization": "For-profit",
        "Organization_description": "Grid Unity provides advanced distribution grid analytics software to evolve and optimize utilities' distribution grids.",
        "Sector": "Energy and climate",
        "URL": "https://gridunity.com/",
        "City": "Summit",
        "State_County": "New Jersey",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Environment, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Yahoo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Yahoo Inc. is a major internet brand with search, content verticals, and other web services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.yahoo.com/",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "1994",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Telenav",
        "Type_of_organization": "For-profit",
        "Organization_description": "Telenav's navigation services help people make decisions about where to go, when to leave, how to get there, and what to do when they arrive.",
        "Sector": "IT and geospatial",
        "URL": "http://www.telenav.com/",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "1999",
        "Size": "201 to 1000",
        "Type_of_data_used": "Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Liquid Robotics",
        "Type_of_organization": "For-profit",
        "Organization_description": "Liquid Robotics provides data services with Wave Glider, a marine robot that helps address climate change, national security, and offshore energy and resource management.",
        "Sector": "IT and geospatial",
        "URL": "http://liquidr.com",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "2007",
        "Size": "51 to 200",
        "Type_of_data_used": "Environment, Geospatial, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Planet OS",
        "Type_of_organization": "For-profit",
        "Organization_description": "Planet OS aims to create easy search and discovery resources for public ocean data.",
        "Sector": "IT and geospatial",
        "URL": "https://planetos.com/",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Environment, Geospatial, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "CrowdANALYTIX",
        "Type_of_organization": "For-profit",
        "Organization_description": "CrowdANALYTIX is an on-demand, crowd-sourced service providing data science expertise to analytics managers and their teams in enterprises and professional services firms. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.crowdanalytix.com/",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Energy, Legal, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "an opensource of data repository to design accurate algorithms for clients",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PEV4mecom",
        "Type_of_organization": "For-profit",
        "Organization_description": "PEV4me.com helps plug-in electric vehicle (PEV) owners by providing information and applications to help educate consumers on PEVs and other renewable energy products.",
        "Sector": "Energy and climate",
        "URL": "http://www.pev4me.com",
        "City": "Sunnyvale",
        "State_County": "California",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Provids open information and applications to help educate consumers on prospective and existing plug-in electric vehicles (PEVs) and other renewable energy products.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "IVES Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ives Group is a provider of premium and relational on-line market intelligence, due diligence and risk assessment tools for insurance, corporate, regulatory, investment, accounting, and research professionals.",
        "Sector": "Finance and insurance",
        "URL": "http://www.ivesinc.com/",
        "City": "Sutton",
        "State_County": "Massachusetts",
        "Founding_year": "2000",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Economic, 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": "Institute for Veterans and Military Families at Syracuse University (IVMF)",
        "Type_of_organization": "Academic institution",
        "Organization_description": "The IVMF is the first interdisciplinary national institute in higher education focused on the social, economic, education and policy issues impacting veterans and their families post-service.",
        "Sector": "Education",
        "URL": "http://vets.syr.edu",
        "City": "Syracuse",
        "State_County": "New York",
        "Founding_year": "2015",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "FairVote",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "FairVote is a catalyst for reforming elections through bold approaches to increase voter turnout, meaningful ballot choices and fair representation.",
        "Sector": "Governance",
        "URL": "http://www.fairvote.org/",
        "City": "Takoma Park",
        "State_County": "Maryland",
        "Founding_year": "1992",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open election data to promote structural reform of American elections.",
        "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": "Municode",
        "Type_of_organization": "For-profit",
        "Organization_description": "Municode is a codifier, providing a wealth of legal, editorial, and publishing services for public and private sector customers.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.municode.com",
        "City": "Tallahassee",
        "State_County": "Florida",
        "Founding_year": "1951",
        "Size": "201 to 1000",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "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",
        "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": "Politifact",
        "Type_of_organization": "For-profit",
        "Organization_description": "PolitiFact is an independent fact-checking journalism website aimed at bringing out the truth in politics by fact-checking statements from the White House, Congress, candidates, advocacy groups and more, rating claims for accuracy on the Truth-O-Meter.",
        "Sector": "Media and communications",
        "URL": "http://www.politifact.com/",
        "City": "Tampa",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "TagniFi",
        "Type_of_organization": "For-profit",
        "Organization_description": "TagniFi is buidling a financial database for investment, research and content organizations using a collection process resulting in more timely, cleaner and consistent data.",
        "Sector": "Finance and insurance",
        "URL": "http://tagnifi.com",
        "City": "Tampa",
        "State_County": "FL",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses tagged financial statements to standardize and validate financial data, and offer higher quality data at lower prices for clients such as corporates, business schools, 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": "First Solar",
        "Type_of_organization": "For-profit",
        "Organization_description": "First Solar is a global provider of comprehensive photovoltaic (PV) solar systems. Its integrated power plant solutions deliver an alternative to fossil-fuel electricity generation.",
        "Sector": "Energy and climate",
        "URL": "http://www.firstsolar.com/",
        "City": "Tempe",
        "State_County": "Arizona",
        "Founding_year": "1999",
        "Size": "1000+",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "partner with NREL to produce solar panels",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Imagine Canada",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Imagine Canada is a charitable organization whose goal is to support and strengthen charities and nonprofits so they can, in turn, support the Canadians and communities they serve.",
        "Sector": "Other",
        "URL": "http://www.imaginecanada.ca",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Imagine Canada combines the T3010 data set with other data, including IRS 990s, foundation annual reports, social media and data mined from websites, to create a by-subscription Canadian directory to foundations and corporations, called Grant Connect.",
        "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": "Thomson Reuters",
        "Type_of_organization": "For-profit",
        "Organization_description": "Thomson Reuters Corporation is a multinational media and information firm based in New York City.",
        "Sector": "Media and communications",
        "URL": "http://thomsonreuters.com/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2008",
        "Size": "1000+",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Kubra",
        "Type_of_organization": "For-profit",
        "Organization_description": "Kubra develops software products and offers professional services for the utility industry.",
        "Sector": "IT and geospatial",
        "URL": "https://kubra.com//",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2004",
        "Size": "201 to 1000",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "AreaVibes",
        "Type_of_organization": "For-profit",
        "Organization_description": "AreaVibe works to provide users with information about every city in the United States.",
        "Sector": "Consumer",
        "URL": "http://www.areavibes.com/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2009",
        "Size": "1 to 10",
        "Type_of_data_used": "Economic, Environment, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Open Data Institute Toronto ",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "ODI Toronto supports the use of open data in public policy, civic education, and political engagement.",
        "Sector": "IT and geospatial",
        "URL": "http://oditoronto.org/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "ThinkData Works",
        "Type_of_organization": "For-profit",
        "Organization_description": "The goal of ThinkData Works is to fundamentally change how people interact with public information by building a single platform to access all available open data.",
        "Sector": "IT and geospatial",
        "URL": "http://thinkdataworks.com",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "ASL 19",
        "Type_of_organization": "Developer group",
        "Organization_description": "ASL 19 is a technology lab working on access to information solutions for Iranians. ",
        "Sector": "IT and geospatial",
        "URL": "https://asl19.org/en/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Economic, Economic, Geospatial, Geospatial, Legal, Legal, Science and research, Science and research",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Solution Majlis Monitor aims to make the Iranian Parliament accessible and transparent.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Tibet Data",
        "Type_of_organization": "Developer group",
        "Organization_description": "Tibet Data is a collaborative effort to collect Tibet-related datasets - for both political advocacy and community building.",
        "Sector": "Governance",
        "URL": "http://tibetdata.github.io",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Demographic and social, Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Collection and analysis of data for Tibet-related projects - with short analyses to inform both political advocacy and community building.",
        "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": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "MapYourProperty",
        "Type_of_organization": "For-profit",
        "Organization_description": "Streamlining real estate and land development planning with open data analytic. Zillow for real estate developers and consultants",
        "Sector": "Housing, construction & real estate",
        "URL": "http://www.mapyourproperty.com",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Environment, Environment, Environment, Environment, Geospatial, Geospatial, Geospatial, Geospatial, Legal, Legal, Housing, Housing, Transportation, Transportation, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Planning and land development analysis for property development",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Data for Good",
        "Type_of_organization": "Developer group",
        "Organization_description": "Data for Good brings together leading data scientists with high impact social organizations through a comprehensive, collaborative approach that leads to shared insights, greater understanding, and positive action through &quot;data in the service of humanity&quot;",
        "Sector": "IT and geospatial",
        "URL": "http://www.meetup.com/DataforGood/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to create technological innovation a positive social change.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Analytix Insight",
        "Type_of_organization": "For-profit",
        "Organization_description": "Developed over three years by finance and technology professionals, Capital Cube's platform converts data assets into narrative forms.",
        "Sector": "Finance and insurance",
        "URL": "http://platform.capitalcube.com/",
        "City": "Toronto",
        "State_County": "Ontario",
        "Founding_year": "2010",
        "Size": "11 to 50",
        "Type_of_data_used": "Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to provide financial services.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Toronto Star",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Toronto Star is a daily newspaper from Canada published seven days a week in the Greater Toronto Area.",
        "Sector": "Media and communications",
        "URL": "http://www.thestar.com/",
        "City": "Toronto",
        "State_County": "ON",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses public data in Lobby Watch - a web page that looks at which lobbyists are approaching Toronto city councillors - on what subjects",
        "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": "The World Council on City Data",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The WCCD hosts a network of innovative cities committed to improving services and quality of life with open city data and provides a consistent and comprehensive platform for standardized urban metrics.",
        "Sector": "IT and geospatial",
        "URL": "http://www.dataforcities.org",
        "City": "Toronto",
        "State_County": "ON",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Education, Health, Economic, Environment, Energy, Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The WCCD is using city open data to implement the first ISO 37120 Sustainable Development of Communities system and the Global Cities Registry.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Quandl",
        "Type_of_organization": "For-profit",
        "Organization_description": "Quandl lets users search over 8,000,000 financial, economic, and social datasets.",
        "Sector": "IT and geospatial",
        "URL": "http://www.quandl.com",
        "City": "Toronto",
        "State_County": "ON",
        "Founding_year": "2011",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Economic, Environment, Energy, Legal, Public safety, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Help data analysts to save time, efforts and money by delivering high-quality financial and economic data in the precise format they need.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Niew Labs",
        "Type_of_organization": "Developer group",
        "Organization_description": "The Career Path application is aimed at helping Canadian youth discover, research and choose future career paths.",
        "Sector": "IT and geospatial",
        "URL": "http://niewlabs.github.io/careerPath/#/home",
        "City": "Toronto",
        "State_County": "ON",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Based on the open datas from Employment and Social Development Canada, Niew Labs aims to help Canadian youths to choose future career paths by searching by various professions and view visualizations of projected employment statistics and job prospects for the chosen field. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "MaRS Discovery District",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "MaRS DD is an innovation centre connecting and fostering collaboration among the communities of business, capital, and technology and social entrepreneurs",
        "Sector": "Business, research and consulting",
        "URL": "http://www.marsdd.com/",
        "City": "Toronto",
        "State_County": "ON",
        "Founding_year": "2000",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocates for issues related to potential of open data for enterpreneurship.",
        "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": "MicroStrategy",
        "Type_of_organization": "For-profit",
        "Organization_description": "MicroStrategy is a provider of business intelligence (BI), mobile software, and cloud-based services.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.microstrategy.com",
        "City": "Tysons",
        "State_County": "Virginia",
        "Founding_year": "1989",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "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": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Openlink Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "OpenLink is a software developer specializing in Transaction Lifecycle Management (TLM) software.",
        "Sector": "IT and geospatial",
        "URL": "http://www.olf.com/",
        "City": "Uniondale",
        "State_County": "New York",
        "Founding_year": "1992",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Provides software which facilitates the publishing of linked open data; Involved in various Linked Open Data initiatives.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "The Vanguard Group",
        "Type_of_organization": "For-profit",
        "Organization_description": "Vanguard is an investment company that is owned by its clients.",
        "Sector": "Finance and insurance",
        "URL": "http://www.vanguard.com/",
        "City": "Valley Forge",
        "State_County": "Pennsylvania",
        "Founding_year": "1975",
        "Size": "1000+",
        "Type_of_data_used": "Economic, 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": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Metasoft Systems",
        "Type_of_organization": "For-profit",
        "Organization_description": "Metasoft provides products and services to the non-profit and IT sectors.",
        "Sector": "IT and geospatial",
        "URL": "http://www.foundationsearch.com",
        "City": "Vancouver",
        "State_County": "British Columbia",
        "Founding_year": "1988",
        "Size": "51 to 200",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Metasoft uses T3010 data (information on charities) to provide fundraising intelligence to the nonprofit market.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Tides Canada",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The mission of Tides Canada is to provide uncommon solutions for the common good by helping Canadians secure a healthy environment in ways that promote social equity and economic prosperity.",
        "Sector": "Other",
        "URL": "http://tidescanada.org",
        "City": "Vancouver",
        "State_County": "British Columbia",
        "Founding_year": "2015",
        "Size": "51 to 200",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "PoweredbyData, an initiative of Tides Canada which aims to meet the growing demand for better use of data in the nonprofit sector by helping organizations approach data and open data more strategically.",
        "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": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "PlaceSpeak",
        "Type_of_organization": "For-profit",
        "Organization_description": "An online place-based public consultation platform.",
        "Sector": "Other",
        "URL": "http://placespeak.com",
        "City": "Vancouver",
        "State_County": "British Columbia",
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        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "We deliver hyperlocal and timely notifications to citizen-users of our platform using municipal open data on re-zoning applications - development applications - and other forms of land use change data.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Knomos",
        "Type_of_organization": "For-profit",
        "Organization_description": "Visual navigation platform for big data research &amp; collaboration in the legal industry.",
        "Sector": "IT and geospatial",
        "URL": "http://knomos.ca",
        "City": "Vancouver",
        "State_County": "British Columbia",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Developing a visual navigation platform for legal research using public legal information.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Recollect",
        "Type_of_organization": "For-profit",
        "Organization_description": "ReCollect Systems is a technology company specializing in digital solutions for the waste management sector.",
        "Sector": "Energy and climate",
        "URL": "https://recollect.net",
        "City": "Vancouver",
        "State_County": "British Columbia",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Created Vantrash - a website that digitizes the garbage schedule and sends users an email the day before their garbage day",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Revery Architecture",
        "Type_of_organization": "For-profit",
        "Organization_description": "Revery Architecture is an architectural firm with a holistic approach to project design and implementation.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://reveryarchitecture.com/",
        "City": "Vancouver",
        "State_County": "British Columbia",
        "Founding_year": "1981",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "vSolvIT",
        "Type_of_organization": "For-profit",
        "Organization_description": "VSolvit was founded in 2006 as an American company focused on providing superior enterprise technology services to the U.S. Government and health industry.",
        "Sector": "IT and geospatial",
        "URL": "http://www.vsolvit.com",
        "City": "Ventura",
        "State_County": "CA",
        "Founding_year": "2006",
        "Size": "51 to 200",
        "Type_of_data_used": "Agriculture, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Refractions Research",
        "Type_of_organization": "For-profit",
        "Organization_description": "Refractions Research builds software systems that add geographic intelligence to enterprise business processes.",
        "Sector": "IT and geospatial",
        "URL": "http://www.refractions.net/",
        "City": "Victoria",
        "State_County": "British Columbia",
        "Founding_year": "1998",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Dynamic Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Dynamic Solutions is a professional technology services firm with a single focus: helping its clients leverage internet technology to solve their toughest problems.",
        "Sector": "Governance",
        "URL": "http://www.dynamic-solutions.com/",
        "City": "Victoria",
        "State_County": "British Columbia",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to develop web application , strategic database, and conduct data analysis and visualization",
        "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": "OpenGovGear",
        "Type_of_organization": "For-profit",
        "Organization_description": "OpenGovGear offers hosted CKAN data catalogues, support, and open data consulting services.",
        "Sector": "Governance",
        "URL": "http://opengovgear.com",
        "City": "Victoria",
        "State_County": "British Columbia",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to create a platform OpenGovGear Portals, and offer customized services such as adding features, designing custom schemas and integrating new system with existing systems",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Alarm.com",
        "Type_of_organization": "For-profit",
        "Organization_description": "Alarm.com is a technology provider of connected home services, powering well over one million residential and commercial installations.",
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        "URL": "www.alarm.com",
        "City": "Vienna",
        "State_County": "Virginia",
        "Founding_year": "2000",
        "Size": "201 to 1000",
        "Type_of_data_used": "Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "The Schork Report",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Schork Report is a daily subscription research note providing comprehensive technical and fundamental daily views of the energy cash and financial markets.",
        "Sector": "Energy and climate",
        "URL": "http://www.schorkreport.com/",
        "City": "Villanova",
        "State_County": "Pennsylvania",
        "Founding_year": "2005",
        "Size": "11 to 50",
        "Type_of_data_used": "Energy, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "InnoCentive",
        "Type_of_organization": "For-profit",
        "Organization_description": "InnoCentive crowdsources innovation problems to provide ideas and solutions to important business, social, policy, scientific, and technical challenges.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.innocentive.com",
        "City": "Waltham",
        "State_County": "Massachusetts",
        "Founding_year": "2001",
        "Size": "51 to 200",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PerkinElmer",
        "Type_of_organization": "For-profit",
        "Organization_description": "PerkinElmer creates life science research and diagnostic instrumentation as well as informatics and diagnostic lab services. ",
        "Sector": "Business, research and consulting",
        "URL": "http://www.perkinelmer.com/",
        "City": "Waltham",
        "State_County": "Massachusetts",
        "Founding_year": "1937",
        "Size": "1000+",
        "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": "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": "OnStar",
        "Type_of_organization": "For-profit",
        "Organization_description": "OnStar uses CDMA mobile voice and data communication, and location information, to enable drivers and passengers to receive emergency services, vehicle diagnostics and directions.",
        "Sector": "IT and geospatial",
        "URL": "https://www.onstar.com/web/portal/home?g=1",
        "City": "Warren",
        "State_County": "MI",
        "Founding_year": "1995",
        "Size": "1000+",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Robinson + Yu",
        "Type_of_organization": "For-profit",
        "Organization_description": "Robinson + Yu helps leaders build public policy that unlocks the Internet's potential while managing its risks.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.teamupturn.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Provides expert advice about knowledge of law and public policy - and advocates for the use of open data.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "PublicKnowledge",
        "Type_of_organization": "For-profit",
        "Organization_description": "The vision of PublicKnowledge is to be part of an on-line collaborative democracy, with the mission of creating a clearinghouse of budget and operational information for policy and budget analysis.",
        "Sector": "Governance",
        "URL": "https://www.publicknowledge.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "World Wide Web Foundation",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The World Wide Web Foundation was established to tackle the fundamental obstacles to realizing his vision of an open Web available, usable and valuable for everyone.",
        "Sector": "IT and geospatial",
        "URL": "http://webfoundation.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "World Bank",
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        "Organization_description": "The World Bank is a source of financial and technical assistance to developing countries around the world.",
        "Sector": "Finance and insurance",
        "URL": "http://www.worldbank.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1944",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocates to end extreme poverty and promote shared prosperity by fostering the income growth.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to conduct investigative research on global issue of poverty, and provide low-interest loans, zero to low-interest credits, as well as grants to developing countries.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "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": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "TransitLabs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Transit Labs uses data to pioneer a smarter public transportation system through the Transpotation Application Platform.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.transitlabs.com",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "The National Democratic Institute (NDI)",
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        "Organization_description": "The National Democratic Institute is a nonprofit, nonpartisan, nongovernmental organization working to support and strengthen democratic institutions worldwide through citizen participation, openness and accountability in government.",
        "Sector": "Governance",
        "URL": "https://www.ndi.org/",
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        "State_County": "DC",
        "Founding_year": "1983",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "NDI practitioners and activists are using new technologies to improve access to information.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Sunlight Foundation",
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        "Organization_description": "The Sunlight Foundation uses cutting-edge technology and ideas to make government transparent and accountable.",
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        "State_County": "DC",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Student Veterans of America",
        "Type_of_organization": "Nonprofit",
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        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "SVA - in partnership with the VA and the National Student Clearinghouse - launched the Million Records Project. The research initiative provides near real-time data that policymakers - service providers - institutions of higher learning - and the general public can act on to support student veterans.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Social Progress Imperative",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Social Progress Imperative is changing the way we solve the world\u00e2\u20ac\u2122s most pressing challenges by redefining how the world measures success and putting the things that matter to people\u00e2\u20ac\u2122s lives at the top of the agenda.",
        "Sector": "Governance",
        "URL": "http://www.socialprogressimperative.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Environment, Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Social Progress Index uses open data from various countries around the world",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Sentencing Project",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Sentencing Project works for a fair and effective U.S. criminal justice system by promoting reforms in sentencing policy, addressing unjust racial disparities and practices, and advocating for alternatives to incarceration.",
        "Sector": "Governance",
        "URL": "http://sentencingproject.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1986",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to create a U.S. criminal justice system by promoting reforms in sentencing policy, addressing unjust racial disparities and practices, and advocating for alternatives to incarceration.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Red Cross",
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        "URL": "http://www.redcross.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "0",
        "Size": "1000+",
        "Type_of_data_used": "Health, Transportation, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Red Cross Hurricane app uses data from DOT and NOAA",
        "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": "PricewaterhouseCoopers (PwC)",
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        "Sector": "Business, research and consulting",
        "URL": "http://www.pwc.com/us/en/index.jhtml",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1998",
        "Size": "1000+",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "Uses open data to look at global transportation market to advise clients which service provider is best to use",
        "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": "Potential Energy DC",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "PEDC provide the ecosystem to accelerate your concept to the next level.",
        "Sector": "Energy and climate",
        "URL": "http://www.potentialenergydc.com/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "",
        "Type_of_data_used": "Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Develops products based on open data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Optimity Advisors",
        "Type_of_organization": "For-profit",
        "Organization_description": "Optimity Advisors provides advisory, consultancy, transformation and data services to the health, public policy, media &amp; entertainment, financial services and insurance industries.",
        "Sector": "Business, research and consulting",
        "URL": "http://optimityadvisors.com/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health, Finance",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Open Referral",
        "Type_of_organization": "Developer group",
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        "Sector": "IT and geospatial",
        "URL": "http://openreferral.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Health, Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "developing a standardized format to enable sharing of community resource directory data",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Minesoft",
        "Type_of_organization": "For-profit",
        "Organization_description": "Minesoft solutions are designed to help you to exploit the commercial value of IP and scientific information throughout the innovation process.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.minesoft.com/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1996",
        "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": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "MapBox",
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        "Organization_description": "Mapbox is an open source platform for designing and publishing maps and geographical data for both mobile and on the web.",
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        "URL": "http://mapbox.com",
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        "State_County": "DC",
        "Founding_year": "2011",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Agriculture, Economic, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Designs maps based on open data",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses NASA - DigitalGlobe - USGS data in Mapbox Satellite",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "ITIF & Centre for Innovation",
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        "Sector": "Governance",
        "URL": "http://www.itif.org",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Energy, Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "uses open data to recommend new policies releated to innovation - IT - data - telecommunications - trade and energy.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
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        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "HelloWallet",
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        "URL": "http://www.hellowallet.com/",
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        "State_County": "DC",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social, Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses census and economic data to design financial wellness programs, and carry out research on data in retirement, healthcare, and spending behavior to uncover the latest trends.",
        "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": "Ground Truth Initiative",
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        "Sector": "IT and geospatial",
        "URL": "http://groundtruth.in/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2010",
        "Size": "1 to 10",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "integrate GPS and satellite data into community mapping projects",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "George Washington University Office of Military and Veteran Student Services",
        "Type_of_organization": "Academic institution",
        "Organization_description": "The George Washington University Office of Military and Veteran Student Services is committed to providing our student veterans, dependents, and military personnel with both student support services and student administrative services.",
        "Sector": "Business, research and consulting",
        "URL": "http://services.military.gwu.edu",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Education, 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": "Gallup",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gallup consultants help private and public sector organizations boost organic growth through measurement tools, strategic advice, and education.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.gallup.com",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1969",
        "Size": "1000+",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to deliver analytics and advice to help leaders and organizations.",
        "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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        "Type_of_organization": "Nonprofit",
        "Organization_description": "Development Gateway empowers practitioners, governments, and citizens with the knowledge they need to improve lives. DG co-creates information solutions and cultivates skills needed to turn information into lasting results.",
        "Sector": "IT and geospatial",
        "URL": "http://www.developmentgateway.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "1999",
        "Size": "51 to 200",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data in various civic projects to empower individuals with open, accessible, and complete information.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "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",
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        "URL": "http://www.datacoalition.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "DTC serves as a voice for the publication of standardized - open government data.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
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        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocactes for proactive government disclosure of timely useful public information that empowers citizen action and helps individuals and organizations effect positive change in their 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",
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        "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": "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": "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": "Amida Technology Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Amida develops patient-centered solutions based on the Blue Button personal health record (PHR).",
        "Sector": "Healthcare",
        "URL": "http://amida-tech.com/index.html",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Works in collaboration with several international partners in the development of open government data, and has created widely adopted open data and format standards (like Blue Button and Open 311 API).",
        "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": "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Alliance of Automobile Manufacturers",
        "Type_of_organization": "Other",
        "Organization_description": "Alliance of Automobile Manufactures is committed to developing and implementing constructive solutions to public policy challenges that promote sustainable mobility and benefit society in the areas of environment, energy and motor vehicle safety.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.autoalliance.org",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "provides testimony to Congress based on data related to vehicle safety - traffic crashes and new technologies.",
        "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": "AidData",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "AidData is a research and innovation lab developed by Development Gateway, the College of William and Mary, and Grigham Young University, that seeks to improve development outcomes by making development finance data more accessible and actionable.",
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        "URL": "http://aiddata.org/",
        "City": "Washington",
        "State_County": "DC",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "International development",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Collects, curates, and publishes data on more than $5.5 trillion dollars in development finance from 90 bilateral and multilateral agencies at the project level, making all of this information available in a searchable database of development finance activities.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Advocacy_description": "",
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        "Organizational_Optimization_Description": "",
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        "Country": "United States",
        "Country_income_level": "High income",
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        "State_County": "District of Columbia",
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        "Type_of_data_used": "Government operations",
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        "Advocacy_description": "Uses open data about campaign contributions and lobbying to track money in politics.",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country_income_level": "High income",
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        "Type_of_data_used": "Other",
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        "Advocacy_description": "",
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        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "U.S. News Schools",
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        "Organization_description": "U.S. News is a recognized provider of college and graduate school rankings.",
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        "URL": "http://www.usnews.com/",
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        "Size": "51 to 200",
        "Type_of_data_used": "Education",
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        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "URL": "http://www.advisory.com/",
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        "State_County": "District of Columbia",
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        "Size": "1000+",
        "Type_of_data_used": "Demographic and social, Education",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
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        "Organizational_Optimization_Description": "",
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        "Country": "United States",
        "Country_income_level": "High income",
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        "URL": "http://www.legistorm.com/",
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        "State_County": "District of Columbia",
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        "Type_of_data_used": "Government operations",
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        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data for citizens to know congressional events happen in US Capitol hill through news tweets, document release, data analytics, etc.",
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        "Organizational_Optimization_Description": "",
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        "Advocacy_description": "",
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        "Type_of_data_used": "Legal",
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        "Advocacy_description": "",
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        "Type_of_data_used": "Demographic and social, International development",
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        "Advocacy_description": "",
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        "Product_Service_Description": "uses open data to map elections from Afghanistan to the United States, analyzing public health and economic data from Palestine to Illinois. ",
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        "Product_Service_Description": "Quorum provides legislative data - demographic data - and quantitative analytics for all 50 state legislatures.",
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        "Organizational_Optimization_Description": "Quorum uses open data in order to automate many of the tasks that legislative professionals had traditionally done by hand. Our Bill Text Comparison feature automatically highlights additions - deletions - and modifications between bills - and the Spreadsheet feature allows users to create auto-populating legislative spreadsheets with legislative and demographic statistics side by side.",
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        "Advocacy_description": "Aims to encourage open data in developing countries by measuring progress over time - making the results available for planning - monitoring - and evaluation of statistical capacity programs.",
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        "Advocacy_description": "Portal It contains crucial information on freedom of information laws and how they were drafted and implemented - including how various provisions have worked in practice.",
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        "Region": "North America",
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        "State_County": "District of Columbia",
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        "Size": "201 to 1000",
        "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": "",
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        "Research_Description": "",
        "Application_Other": "FALSE",
        "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": "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": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Canada's Open Data Exchange",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Intermediary focused on accelerating the commercialization of open data in Canada.",
        "Sector": "Other",
        "URL": "http://codx.ca",
        "City": "Waterloo",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Other",
        "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": "We help others access and use open data"
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "VHB",
        "Type_of_organization": "For-profit",
        "Organization_description": "We work to improve mobility, enhance communities, and balance development and infrastructure needs with environmental stewardship.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.vhb.com",
        "City": "Watertown",
        "State_County": "MA",
        "Founding_year": "1979",
        "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": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Open Geospatial Consortium (OGC)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The OGC is an international industry consortium of 480 companies, government agencies and universities that serve as a global forum for the collaboration of developers and users of spatial data products and services, and to advance the development of international standards for geospatial interoperability.",
        "Sector": "IT and geospatial",
        "URL": "http://www.opengeospatial.org",
        "City": "Wayland",
        "State_County": "Massachusetts",
        "Founding_year": "1994",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "OGC runs and promotes the GeoVation program, which uses open GIS data to address specific problems within communities.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Arpin Van Lines",
        "Type_of_organization": "For-profit",
        "Organization_description": "Arpin Van Lines provides household goods moving and storage services for corporate, government, military, and residential customers.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.arpin.com",
        "City": "West Warwick",
        "State_County": "Rhode Island",
        "Founding_year": "0",
        "Size": "201 to 1000",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Bridgewater",
        "Type_of_organization": "For-profit",
        "Organization_description": "Bridgewater Associates, LP is a global investment management firm advising certain private investment funds and institutional clients.",
        "Sector": "Finance and insurance",
        "URL": "http://www.bwater.com",
        "City": "Westport",
        "State_County": "Connecticut",
        "Founding_year": "1975",
        "Size": "1000+",
        "Type_of_data_used": "Economic, 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": "eScholar",
        "Type_of_organization": "For-profit",
        "Organization_description": "eScholar applies research and data to personalizing education, helping agencies to more effectively manage and use data to improve the quality and effectiveness of educational programs.",
        "Sector": "Education",
        "URL": "http://www.escholar.com",
        "City": "White Plains",
        "State_County": "New York",
        "Founding_year": "1997",
        "Size": "51 to 200",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "HackForge",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Hackforge is a shared space where creative technological minds come together and make things happen.",
        "Sector": "IT and geospatial",
        "URL": "http://hackf.org/about/",
        "City": "Windsor",
        "State_County": "Ontario",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "Canada",
        "Country_income_level": "High income",
        "Organization_name": "Parallel 42",
        "Type_of_organization": "For-profit",
        "Organization_description": "Parallel 42 helps non-profits and community organizations with software problems and data problems. ",
        "Sector": "Governance",
        "URL": "http://p42systems.com/",
        "City": "Windsor",
        "State_County": "Ontario",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to provide services such as Software Development and Integration,Business Process Optimization and Design, Vertical Systems Integration.",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "Consumer Reports",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Consumer Reports is an independent, nonprofit organization whose mission is to work for consumer empowerment and a fair, just, and safe marketplace for all consumers.",
        "Sector": "Consumer",
        "URL": "http://www.consumerreports.org",
        "City": "Yonkers",
        "State_County": "New York",
        "Founding_year": "1936",
        "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": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "FDAZilla",
        "Type_of_organization": "For-profit",
        "Organization_description": "The organization provides business intelligence to professionals who work smarter with the FDA.",
        "Sector": "Governance",
        "URL": "http://fdazilla.com/",
        "City": "Yorkville",
        "State_County": "Illinois",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "uses open data to offer services that provide cutting-edge data intelligence, such as enforcement analytics, GMP regulatory intelligence, inspections database, 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": "Patent Information Users Group (PIUG)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The objective of PIUG is to create a forum to discuss issues and concerns\nrelevant to the patent searcher community. The group promotes the\nimportance of intellectual property, especially patent publications, and\nmost specifically, the computerized patent databases.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.piug.org",
        "City": "Wilmington",
        "State_County": null,
        "Founding_year": "1988",
        "Size": "",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "members provide patent search - analysis - and legal status monitoring services.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "North America",
        "Country": "United States",
        "Country_income_level": "High income",
        "Organization_name": "SPOT",
        "Type_of_organization": "For-profit",
        "Organization_description": "SPOT provides personal satellite messaging and emergency communications solutions used by boaters, campers, fishermen, hikers, hunters, pilots, sailors, and snowmobilers.",
        "Sector": "Consumer",
        "URL": "http://www.findmespot.com",
        "City": "Covington",
        "State_County": null,
        "Founding_year": "2007",
        "Size": "",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "SPOT uses GPS open data in its personal trackers for outdoor enthusiasts parents.",
        "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": "ScoopMonkey",
        "Type_of_organization": "For-profit",
        "Organization_description": "ScoopMonkey offers a central place to share professional freight shipping experiences with carriers and brokers.",
        "Sector": "Transportation and logistics",
        "URL": "http://www.scoopmonkey.com/",
        "City": "Richmond",
        "State_County": null,
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "rating site pulls from open data to populate trucking company profiles (e.g. DOT number)",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    }
]