[
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Xcelris Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Xcelris is a Specialty Contract Research and Services Organization delivering end to end solutions to global biotechnology community.",
        "Sector": "Healthcare",
        "URL": "http://www.xcelrisgenomics.com/",
        "City": "Ahmedabad",
        "State_County": "Gujarat",
        "Founding_year": "2005",
        "Size": "51 to 200",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Sarvajal",
        "Type_of_organization": "For-profit",
        "Organization_description": "Sarvajal is a social enterprise which creates affordable access to safe drinking water for the under-served. sarvajal has developed a solar-powered water ATM.",
        "Sector": "Energy and climate",
        "URL": "http://www.sarvajal.com",
        "City": "Ahmedabad",
        "State_County": "Gujarat",
        "Founding_year": "2008",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "CompuSense automation",
        "Type_of_organization": "For-profit",
        "Organization_description": "Compusense Automation provides a variety of GIS and mapping services such as landuse pattern, environmental impact assessment, forest mapping.",
        "Sector": "IT and geospatial",
        "URL": "http://compusense.in/",
        "City": "Ahmedabad",
        "State_County": "",
        "Founding_year": "1997",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open geographical data for field visualization in urban planning and environmental policy making.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Dataweave",
        "Type_of_organization": "For-profit",
        "Organization_description": "PriceWeave, run by Dataweave, is an eCommerce Price Intelligence product that lets eCommerce portals monitor price changes to products across the web. ",
        "Sector": "IT and geospatial",
        "URL": "http://tools.priceweave.com/index.php",
        "City": "Bangalore",
        "State_County": "",
        "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": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Cropin Technology",
        "Type_of_organization": "For-profit",
        "Organization_description": "CropIn provides agri-businesses with technology and expertise to create a smarter and safer food supply for consumers around the world.",
        "Sector": "Agriculture",
        "URL": "http://cropin.co.in",
        "City": "Bangalore",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "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": "Precision agriculture",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Data{Meet}",
        "Type_of_organization": "Developer group",
        "Organization_description": "DataMeet is a community of data science and open data enthusiasts in India.",
        "Sector": "IT and geospatial",
        "URL": "http://datameet.org/",
        "City": "Bangalore",
        "State_County": "",
        "Founding_year": "2011",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Use open data for skill-building, mostly around civic issues. ",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Share and improve datasets for use by the community",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "NextDrop Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "NextDrop is a social enterprise to rid the world of its water problems.",
        "Sector": "Energy and climate",
        "URL": "http://nextdrop.co",
        "City": "Bengaluru",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Metaome",
        "Type_of_organization": "For-profit",
        "Organization_description": "Metaome delivers knowledge-mining solutions that unlock creative ideas, and provides a competitive and user friendly way to generate \u00e2\u20ac\u0153actionable information/data\u00e2\u20ac\u009d through its proprietary semantic search and data integration engine DistilBio. ",
        "Sector": "Healthcare",
        "URL": "http://www.metaome.com",
        "City": "Bengaluru",
        "State_County": "",
        "Founding_year": "2015",
        "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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "DigiCollect",
        "Type_of_organization": "Other",
        "Organization_description": "DigiCollect-GIS uses mobile data collection, cloud computing and location intelligence.",
        "Sector": "IT and geospatial",
        "URL": "https://www.digicollect.com/",
        "City": "Bengaluru",
        "State_County": "",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "DigiCollect - is a customizable mobile data collection application that uses GIS visualisation for task such as data collection or surveys. Customers can collect data in different formats - deploy projects to remote teams using cloud services and monitor progress of work in real-time using a centralized cloud service.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Appface Technologies - Mandi Trades",
        "Type_of_organization": "For-profit",
        "Organization_description": "Mandi Trades is a location-based Farm-to-Shop trading platform for agricultural products.",
        "Sector": "Agriculture",
        "URL": "http://appface.in/MandiPortal",
        "City": "Bengaluru",
        "State_County": "",
        "Founding_year": "2014",
        "Size": "51 to 200",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Provides a Location based F2S (Farm 2 Shop) Trading Platform for Agri Produce using open data and crowdsourced data to impact farming decisions.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Karnataka Learning Partnership",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Karnataka Learning Partnership (KLP) is a public platform where all stakeholders involved in public education participate and help ensure better schools and education for all children in Karnataka.",
        "Sector": "Education",
        "URL": "https://klp.org.in//",
        "City": "Bengaluru",
        "State_County": "",
        "Founding_year": "2000",
        "Size": "",
        "Type_of_data_used": "Education",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "KLP provides a list of downloadable datasets on schools in the region. ",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Use data to identify education/school needs. ",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Phasorz Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Phasorz Technologies enables patients to access healthcare services through DocsApp, an application software that connects doctors with patients to provide medical care.",
        "Sector": "Healthcare",
        "URL": "https://www.docsapp.in",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2013",
        "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": "Developers of DocsApp, an application software that uses health open data to connect doctors with patients to provide medical care. ",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Social Blood",
        "Type_of_organization": "For-profit",
        "Organization_description": "Socialblood is a social network that connects blood donors and recipients of the same blood type through Facebook.",
        "Sector": "Healthcare",
        "URL": "http://socialblood.org",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "IntraSpatial Softech",
        "Type_of_organization": "For-profit",
        "Organization_description": "Intraspatial Softech provides Geographic Information systems and related services like data conversion, golf course mapping, parcel tax mapping, raster to vector conversion activities, and photogrammetry services.",
        "Sector": "IT and geospatial",
        "URL": "http://www.intraspatial.com/",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "1995",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Arghyam Foundation",
        "Type_of_organization": "Other",
        "Organization_description": "Arghyam grants funds to organizations which implement and manage groundwater and sanitation projects in India. It manages the India Water Portal.  ",
        "Sector": "Governance",
        "URL": "http://www.indiawaterportal.org/data",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2005",
        "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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "FrontalRain Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "FrontalRain Technologies offers high-impact software solutions for Agribusinesses and Food Processing companies to achieve supply chain excellence.",
        "Sector": "Agriculture",
        "URL": "http://www.frontalrain.com/",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2010",
        "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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "LabourNet",
        "Type_of_organization": "Other",
        "Organization_description": "LabourNet is a social enterprise that creates sustainable benefits for workers in the informal sector by offering them a platform to access services.",
        "Sector": "Business, research and consulting",
        "URL": "http://labournet.in",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2006",
        "Size": "1000+",
        "Type_of_data_used": "Economic",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data to create sustainable benefits for workers in the informal sector by offering them a platform to access services.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "YourBus",
        "Type_of_organization": "For-profit",
        "Organization_description": "YourBus is a phone app that provides transparent access to all realtime bus location information.",
        "Sector": "Transportation and logistics",
        "URL": "http://yourbus.in",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Northstar",
        "Type_of_organization": "For-profit",
        "Organization_description": "NorthStar aims to help parents get peace of mind about their children on school buses and manage their time better and help school authorities run safer, more efficient and cheaper transport services for their children. It is available in most of the top schools in cities across India.",
        "Sector": "Governance",
        "URL": "http://northstar.global/",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Education, 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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Janaagraha",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Janaagraha Centre for Citizenship and Democracy aims to improve quality of life in urban India through systemic change.",
        "Sector": "Governance",
        "URL": "http://www.janaagraha.org",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2010",
        "Size": "",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Its Open Works program aims at being a realtime platform for opening up data on the operations and finance of a City.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Mandi Trades",
        "Type_of_organization": "For-profit",
        "Organization_description": "A trading platform between farmers and buyers for agricultural products. ",
        "Sector": "Agriculture",
        "URL": "http://www.manditrades.com/",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2014",
        "Size": "51 to 200",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Created an app to provide prices of commodities to users",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Open Bangalore",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Bangalore provides an open data repository of data, code and artifacts related to Bangalore.",
        "Sector": "IT and geospatial",
        "URL": "http://opencity.in/city/bengaluru",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2000",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Geospatial, Public safety, Transportation, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provides a number of datasets in machine readable formats for Bangalore, including ward maps, lists of school, transportation routes, meteorological data, population statistics and police information.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Public Affairs Centre (PAC)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "PAC is a non-partisan think-tank with focus in policy, research and implementation in the field of Public Governance.",
        "Sector": "Governance",
        "URL": "http://pacindia.org",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "1994",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Education, Health, Health, Economic, Economic, Environment, Environment, International development, International development, Other, Other",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Use open data to make policy recommendations to Government, so informed decisions may be taken.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "www.pai.pacindia.org\nPAC creates new products from open-data such as the Public Affairs Index (PAI) - comparative ranking of the states (provinces) of the country (India) based upon Governance. 10 themes, 26 focus subjects, 82 indicators. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Secondary source information-analysis is an integral part of the research process for all programme undertaken by PAC. Open Data content is prominent.\n",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "REConnect Energy",
        "Type_of_organization": "For-profit",
        "Organization_description": "A Renewable Energy Certificate (REC) trading company that provides consulting services to organizations and government",
        "Sector": "Energy and climate",
        "URL": "http://www.reconnectenergy.com/",
        "City": "Bengaluru",
        "State_County": "Karnataka",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial, Energy, Weather",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Revisions to the Amendments in the National Tariff Policy, which affects power procurement in the open access and cross-subsidy regime.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": " market tools that include energy calculators and market trackerswhich disseminate cost-saving information for consumers who use open access companies that procure power from an open market.",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Conduct analyses and reports for clients",
        "Application_Research": "TRUE",
        "Research_Description": "In-depth monthly articles that analyze the latest regulations, pricings and forecasting related to energy. ",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "eKutir",
        "Type_of_organization": "For-profit",
        "Organization_description": "eKutir is a socially focused venture engaged in innovating new products, services, and sustainable model at the BoP (Base of Pyramid) market.",
        "Sector": "Consumer",
        "URL": "http://www.ekutirsb.com/",
        "City": "Bhubaneswar",
        "State_County": "",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Health, Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Rainbow - Greeno Tech Solutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Greeno is an IT solution provider specializing in Infor Products, Mobility Solutions and Web Products.",
        "Sector": "IT and geospatial",
        "URL": "http://www.greeno.in",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Centre for Development Finance",
        "Type_of_organization": "For-profit",
        "Organization_description": "Centre for Development Finance is focused on improving the delivery of public goods that contribute to inclusive social and economic opportunity in India.",
        "Sector": "Energy and climate",
        "URL": "http://ifmrlead.org/centres/centre-for-development-finance-3/",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "2015",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Health, Environment, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Transparent Chennai",
        "Type_of_organization": "Developer group",
        "Organization_description": "Transparent Chennai aggregates, creates and disseminates data and research about important civic issues facing Chennai, including those issues facing the poor.",
        "Sector": "IT and geospatial",
        "URL": "http://www.transparentchennai.com/",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Geospatial, Legal, Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Transparent Chennai has created a mapping tool which allows for the visualization of civic (both official and crowdsourced) data on a map. The organization aggregates - creates and disseminates data and research about important civic issues facing Chennai - including those issues facing the poor. Some of these data are visualized on interactive maps - other are available on the website in the form of research publications and blogs.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Research conducted on waste management - water and sanitation issues - slums and informal settlements - electoral accountability and city governance",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "DSM Soft",
        "Type_of_organization": "For-profit",
        "Organization_description": "DSM Soft provides services in the geospatial, engineering &amp; publishing domains for \nglobal organizations.",
        "Sector": "IT and geospatial",
        "URL": "http://www.dsmsoft.com/",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "1991",
        "Size": "201 to 1000",
        "Type_of_data_used": "Environment, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "They make use of open - public - crowd sourced - sensor and satellite data to provide a variety of mapping and visualization services that are utilised in land information systems - mapping agencies - energy and utilities - telecommunications - . i.e. activities which are field oriented.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Akara Research and Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Akara seeks to deploy secure, user-friendly open-source technologies based products and solutions that collate and disseminate real-time data for informed decision-making and policy interventions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.akara.co.in/",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Health, Business, Economic, Environment",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Create web\u2010based, open\u2010source map where they populate with data from different sources on one common platform. ",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Economic forecasting",
        "Application_Research": "TRUE",
        "Research_Description": "Economic forecasting, research for consulting projects",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Rainbowagri",
        "Type_of_organization": "For-profit",
        "Organization_description": "A mobile internet solution that connects farmers and help them communicate, collaborate and commerce.",
        "Sector": "Agriculture",
        "URL": "http://www.rainbowagri.com/",
        "City": "Chennai",
        "State_County": "Tamil Nadu",
        "Founding_year": "2012",
        "Size": "11 to 50",
        "Type_of_data_used": "Agriculture, Environment, Weather",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Rainbow App uses data on commodity prices, dam water levels, and local weather forecasts to help farmers better manage their crops.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Spatial decisions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spatial Decisions is a firm of Planners, Environmentalists and Information Solutions Specialists providing consulting services to public, private, and international clients.",
        "Sector": "IT and geospatial",
        "URL": "http://www.spatialdecisions.com",
        "City": "Delhi",
        "State_County": "",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "uses open geographical data and satellite data to provide geospatial visualization services.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Sona",
        "Type_of_organization": "For-profit",
        "Organization_description": "The Sona Group manufactures components for the automotive industry and has engineering capabilities in the areas of machining and assembly, precision forging, cold &amp; hot forging and heat treatment.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.sonagroup.com",
        "City": "Delhi",
        "State_County": "",
        "Founding_year": "1987",
        "Size": "",
        "Type_of_data_used": "Housing, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Combines real estate data with transportation data to help choose the best location to live in terms of travel time to important places - like schools",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Skymet",
        "Type_of_organization": "For-profit",
        "Organization_description": "Skymet are experts in measuring, predicting and limiting climate risk to agriculture.",
        "Sector": "Agriculture",
        "URL": "http://www.skymet.net/",
        "City": "Delhi",
        "State_County": "",
        "Founding_year": "2003",
        "Size": "51 to 200",
        "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": "open data is used to improve measuring - predicting and limiting climate risk to agriculture.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Gram Vaani",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gram Vaani (meaning 'voice of the village)] is a social tech company.",
        "Sector": "IT and geospatial",
        "URL": "http://www.gramvaani.org/",
        "City": "Delhi",
        "State_County": "",
        "Founding_year": "2009",
        "Size": "51 to 200",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Association for Democratic Reforms",
        "Type_of_organization": "Developer group",
        "Organization_description": "ADR conducts multiple projects aimed at increasing transparency and accountability in the political and electoral system of the country.",
        "Sector": "Governance",
        "URL": "http://myneta.info/",
        "City": "Delhi",
        "State_County": "",
        "Founding_year": "1999",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Advocactes for issues related to transparency and access to public information.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Accountability Initiative",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "A research initiative that seeks to improve the quality of India\u00e2\u20ac\u2122s public services by promoting informed and accountable governance. ",
        "Sector": "Governance",
        "URL": "http://www.accountabilityindia.in/",
        "City": "Delhi",
        "State_County": "Delhi",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Reports on the issue of Right To Information, which includes the assessment of accessible 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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Excel Geomatics",
        "Type_of_organization": "For-profit",
        "Organization_description": "A consultancy specializing in the exploitation of earth observation data and delivering geographic information solutions to private and public organizations worldwide.",
        "Sector": "IT and geospatial",
        "URL": "http://www.excelgeomatics.com/",
        "City": "Delhi",
        "State_County": "Delhi",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Use open geographical data and satellite data in their provision of geospatial solutions in areas such as forestry, sustainable development, agriculture, oil and gas, power sectors, land management and reform, development planning, flood zone management, infrastructure management, natural resource exploration",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "The Energy and Resources Institute (TERI)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "TERI (The Energy and Resource Institute) conducts research and projects in the fields of energy, environment and sustainable development",
        "Sector": "Energy and climate",
        "URL": "http://www.teriin.org/",
        "City": "Delhi",
        "State_County": "Delhi",
        "Founding_year": "1974",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Geospatial, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Studies that make use of climate data to analyse the importance and status of open climate data, or to determine variability of rainfall, a parameter that is correlated with physical, social and economic changes.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Spageo",
        "Type_of_organization": "For-profit",
        "Organization_description": "Spageo technologies is a geospatiall engineering/engineering design and IT consultancy.",
        "Sector": "IT and geospatial",
        "URL": "http://www.spageo.co.in/",
        "City": "Delhi",
        "State_County": "Delhi",
        "Founding_year": "2006",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Agriculture, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "GIS analytics and spatial intelligence",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "uses open data to provide a macro perspective in field based sectors such as urban planning, geological services, and transport.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "HowIndiaLives",
        "Type_of_organization": "For-profit",
        "Organization_description": "How India Lives is an Internet-based application that aims to organize a massive amount of public data on India, and make it available in a searchable, comparable and visual format.",
        "Sector": "IT and geospatial",
        "URL": "http://howindialives.com/",
        "City": "Delhi",
        "State_County": "Delhi",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "HowIndiaWorks collates and organizes disparate public data into a large Web-based repository, and also conducts data analysis, visualizations, dashboards and story-telling for a variety of companies, nonprofits and research organizations. The organization also creates data stories, both in interactive and infographic forms for Mint, India\u00e2\u20ac\u2122s second-largest business daily. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Bangladesh",
        "Country_income_level": "Lower middle income",
        "Organization_name": "SHUJAN",
        "Type_of_organization": "Developer group",
        "Organization_description": "SHUJAN-Citizens for Good Governance \u00e2\u20ac\u201c is a group of concerned citizens of Bangladesh interested in promoting democracy, decentralization, electoral reforms, clean politics and accountable governance.",
        "Sector": "Governance",
        "URL": "http://en.shujan.org/",
        "City": "Dhaka",
        "State_County": "Dhaka Division",
        "Founding_year": "2002",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Platform VoteBD uses election data to track, compile, and disseminate information about politicians and electoral candidates in Bangladesh.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Bangladesh",
        "Country_income_level": "Lower middle income",
        "Organization_name": "BRAC",
        "Type_of_organization": "For-profit",
        "Organization_description": "BRAC (formerly Bangladesh Rural Advancement Committee) uses tools like microfinance, education, healthcare, legal services, community empowerment and more to create opportunities for the world's poor.",
        "Sector": "Education",
        "URL": "http://www.brac.net/",
        "City": "Dhaka",
        "State_County": "Dhaka Division",
        "Founding_year": "2001",
        "Size": "1000+",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Bangladesh",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Open Knowledge Bangladesh",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Knowledge Bangladesh is part of a worldwide non-profit network of people passionate about openness, using advocacy, technology and training to unlock information and enable people to work with it to create and share knowledge.",
        "Sector": "Governance",
        "URL": "http://bd.okfn.org/",
        "City": "Dhaka",
        "State_County": "",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "various projects related to open data - 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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Ocimum Biosolutions",
        "Type_of_organization": "For-profit",
        "Organization_description": "Ocimum Biosolutions is a global integrated genomic services company providing comprehensive bio informatic services, reference databases, genomic services and LIMS solutions.",
        "Sector": "Business, research and consulting",
        "URL": "http://www.ocimumbio.com/",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "Founding_year": "2000",
        "Size": "201 to 1000",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "eVaidya",
        "Type_of_organization": "For-profit",
        "Organization_description": "eVaidya.com, (product of e Health Access Pvt Ltd) is specialized in providing healthcare solutions through advanced tele-medicine technology.",
        "Sector": "Healthcare",
        "URL": "http://evaidya.com",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "Founding_year": "2015",
        "Size": "11 to 50",
        "Type_of_data_used": "Health",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "uses health census data to better inform useres of healthcare solutions in urban and disadvantegous locations of Indiai",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "uses open data in colloboration with the government to provide primary healthcare ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Amigo Optima",
        "Type_of_organization": "For-profit",
        "Organization_description": "Amigo Optima Software Solutions Pvt Ltd. provides IT customized solutions across various industries.",
        "Sector": "IT and geospatial",
        "URL": "http://www.amigooptima.com/",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "Founding_year": "2011",
        "Size": "11 to 50",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Integrate geospatial data into its services and products",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Factly",
        "Type_of_organization": "For-profit",
        "Organization_description": "Factly is a news story platform that is backed by factual evidence/data that is either available in the public domain or that is collated/gathered/collected using tools such as the Right to Information (RTI).",
        "Sector": "Media and communications",
        "URL": "https://factly.in/",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Agriculture, Economic, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Data visualizations",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Uses data to produce reports, articles and visualizations on issues ranging form communal violence to agriculture.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Gramener",
        "Type_of_organization": "For-profit",
        "Organization_description": "Gramener transforms data into concise dashboards that make business problems and solutions visually obvious.",
        "Sector": "IT and geospatial",
        "URL": "https://gramener.com/",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "Founding_year": "2011",
        "Size": "201 to 1000",
        "Type_of_data_used": "Demographic and social, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Software solutions, data visualizations and analytics",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "MapMyGenome",
        "Type_of_organization": null,
        "Organization_description": "MapMyGenome is an India-based genomics company offering a wide array of services in the personalized genomics space, cutting-edge products for tuberculosis diagnostics, and brain wellness solutions.",
        "Sector": "Healthcare",
        "URL": "http://www.mapmygenome.in/",
        "City": "Hyderabad",
        "State_County": "Telangana",
        "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": "TRUE",
        "Organizational_Optimization_Description": "Uses open genomic data as part of its core business by matching it with individual genomic samples.",
        "Application_Research": "TRUE",
        "Research_Description": "Genomic research",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Pakistan",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Code for Pakistan",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Open Data Pakistan is building a new ecosystem of civic innovation in Pakistan.",
        "Sector": "Governance",
        "URL": "http://codeforpakistan.org/",
        "City": "Islamabad",
        "State_County": "",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Health, Transportation",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "use of open data in various projects, e.g. Never Ride Alone, NoKunda",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Pakistan",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Data Journalism Pakistan",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The goal of Data Journalism Pakistan is to catalyze the development of Pakistan\u2019s open data community and evidence-based decision-making in some of the least developed regions of Pakistan: Baluchistan, FATA and Khyber Pakhtunkhwa through production of  public interest stories that counteract corruption and mismanagement and foster governmental transparency and accountability at both the local and national level. ",
        "Sector": "Media and communications",
        "URL": "http://www.datajournalismpakistan.org/",
        "City": "Islamabad",
        "State_County": "Islamabad Capital Territory",
        "Founding_year": "2016",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Education, Health, Health, Economic, Economic, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Data-driven stories published by a variety of other media outlets revealing the impact of unequal distribution of government services.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Afghanistan",
        "Country_income_level": "Low income",
        "Organization_name": "Pajhwok Afghan News Data Team",
        "Type_of_organization": "For-profit",
        "Organization_description": "Pajhwok Afghan News is Afghanistan's largest independent news agency and hosts Afghanistan's only data news desk, which publishes inin English, Pashto and Dari.",
        "Sector": "Media and communications",
        "URL": "https://www.pajhwok.com/en/data-journalism-stories",
        "City": "Kabul",
        "State_County": "Kabul",
        "Founding_year": "2015",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Demographic and social, Demographic and social, Education, Health, Health, Agriculture, Economic, Public safety, Public safety, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "PAN offers the country data-driven news. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Kathmandu Living Labs",
        "Type_of_organization": "For-profit",
        "Organization_description": "Kathmandu Living Labs harnesses local knowledge, develops open data and promotes civic technologies.",
        "Sector": "IT and geospatial",
        "URL": "http://kathmandulivinglabs.org/",
        "City": "Kathmandu",
        "State_County": "Central Development Region",
        "Founding_year": "2014",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Provide data in different formats for users, data visualizations and analysis",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Local interventions Group",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Local Interventions Group (LIG) is an international nonprofit organization that works for smarter governance by introducing technology-led development solutions.",
        "Sector": "Business, research and consulting",
        "URL": "https://www.localinterventions.co/",
        "City": "Kathmandu",
        "State_County": "Central Development Region",
        "Founding_year": "2000",
        "Size": "",
        "Type_of_data_used": "Government operations, Geospatial",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data in combination with other data sources, such as crowdsourced data, in the context of (e.g. \"Earthquake response in Nepal\", \"A Portal for Free, Fair and Peaceful Elections in Nepal\").",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Open Knowledge Nepal",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Open Knowledge Nepal is a non-profit open network that conducts research, advocacy, training, organizing meetups and hackathons, and developing tools related to Open Data, Open Government Data, Open Source, Open Education, Open Access, Open Development, Open Research and others.",
        "Sector": "Governance",
        "URL": "http://oknp.org",
        "City": "Kathmandu",
        "State_County": "Central Development Region",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "various projects related to open data - e.g.OpenSpendingNepal.org, ElectionNepal.org",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "The organization also helps and supports Open Data entrepreneurs and startups to solve different kinds of data related problems they are facing through counseling, training and by developing tools for them.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Nepal Open Data Index http://np-city.census.okfn.org/",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Bikas Udhyami: Nepal in Data",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Bikas Udhyami/Nepal in Data through its development data portal/initiative contributes to the increased availability and accessibility of data and statistics and enhanced data literacy in Nepal. The portal provides access to over 2200 official government data on various sections of society. Users can compare different indicators and visualize and download data. Other features include an interactive timeline, a data calendar, infographics, news and resources.",
        "Sector": "IT and geospatial",
        "URL": "http://www.nepalindata.com",
        "City": "Kathmandu",
        "State_County": "Central Development Region",
        "Founding_year": "2016",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Health, Agriculture, Business, Economic, Environment, Energy, Legal, Housing, Transportation, International development, Finance, Tourism",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Nepal in Data promotes the use of data to inform evidence-based policy and decision making in Nepal",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Nepal in Data supports organizations who are seeking to advise on data, data collection, management, analysis, visualization and dissemination for their product or services.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Nepal in Data uses data for its own research as well as helps researchers who are looking for data",
        "Application_Other": "TRUE",
        "Other_Description": "Nepal in Data visualizes data  and statistics in interesting and engaging ways to enhance data literacy in Nepal. The initiative conducts training for government officials, civil society organizations, educational institutions and students, and journalists on data collection, management, analysis and visualization."
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Open Nepal",
        "Type_of_organization": "Developer group",
        "Organization_description": "Open Nepal is an initiative to promote more effective development through the increased use of data \u00e2\u20ac\u201c in particular open data. We aim to catalyze a revolution in data sharing and use \u00e2\u20ac\u201c building an inclusive information system in Nepal, supported by a dynamic community of stakeholders. We make data open through our Open Data Portal, and support people to use open data through our Data Desk.",
        "Sector": "Other",
        "URL": "http://opennepal.net/",
        "City": "Kathmandu",
        "State_County": "Central Region",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "TRUE",
        "Other_Description": "Supports others to use open data to improve their development outcomes - so could include advocacy - research - organisational optimization etc."
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Mocioun Techlabs",
        "Type_of_organization": null,
        "Organization_description": "Mocioun TechLabs creates a social mCommerce platform on smartphones.",
        "Sector": "IT and geospatial",
        "URL": "http://talehunt.com/",
        "City": "Kochi",
        "State_County": "Kerala",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Agriculture",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses open data for a number of apps, including Market Watch Apps provide live price updates of commodities from various markets (mandis) across India.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Regain Paradise Research Consulting",
        "Type_of_organization": "For-profit",
        "Organization_description": "Regain Paradise Research Consulting runs the New Ventures program in India. Regain Paradise promotes cleantech innovation, environmental entrepreneurship and triple-bottom line investing.",
        "Sector": "Energy and climate",
        "URL": "http://www.nvindia.biz/",
        "City": "Kolkata",
        "State_County": "West Bengal",
        "Founding_year": "2015",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Used and analyzed census and electrification data in 13 Indian states to create market assessment maps, which helps researchers identify areas where distributed generation energy systems could be most effective.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Surgerica",
        "Type_of_organization": "For-profit",
        "Organization_description": "Surgerica provides cost and quality transparency through a health care management suite that delivers proven, measurable results for patients.",
        "Sector": "Healthcare",
        "URL": "http://surgerica.com/",
        "City": "Kolkata",
        "State_County": "",
        "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": "It uses open on Healthcare (doctors - pricing - surgery result - mortality rate etc) and Insurance (claims data) to maintain the database of all the medical reports - providing credible - relevant - and precise cost and quality information.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "ERPNext",
        "Type_of_organization": "For-profit",
        "Organization_description": "ERPNext is a web based, open source application that helps small and medium sized businesses manage their accounting, inventory, sales, purchases, manufacturing, projects, customer support and websites. ",
        "Sector": "IT and geospatial",
        "URL": "https://www.erpnext.com/",
        "City": "Mumbai",
        "State_County": "Maharashtra",
        "Founding_year": "2008",
        "Size": "11 to 50",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Housing.com",
        "Type_of_organization": "For-profit",
        "Organization_description": "Housing.com is an online platform that provides a map-based home search portal in India.",
        "Sector": "Housing, construction & real estate",
        "URL": "http://housing.com",
        "City": "Mumbai",
        "State_County": "Maharashtra",
        "Founding_year": "2013",
        "Size": "51 to 200",
        "Type_of_data_used": "Government operations, Geospatial, Housing",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Develops algorithms to map out new features about housing and lifestyle.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "IndiaSpend",
        "Type_of_organization": "Academic institution",
        "Organization_description": "IndiaSpend is a data journalism initiative of the Spending & Policy Research Foundation, utilizing open data to analyze a range of issues with the broader objective of fostering better governance, transparency and accountability in the Indian government.",
        "Sector": "Governance",
        "URL": "http://www.indiaspend.com",
        "City": "Mumbai",
        "State_County": "Maharashtra",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Demographic and social, Health, Economic",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Utilizes open data to conduct investigative journalism.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Factchecker.in",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "FactChecker.in is India\u00e2\u20ac\u2122s first dedicated Fact Check initiative, and an initiative of The Spending &amp; Policy Research Foundation. ",
        "Sector": "Media and communications",
        "URL": "http://factchecker.in/",
        "City": "Mumbai",
        "State_County": "Maharashtra",
        "Founding_year": "2014",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Health, Economic, Legal, Public safety",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses data for fact checking, visualizations and articles",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Information Design Lab, IIT Bombay",
        "Type_of_organization": "Academic institution",
        "Organization_description": "The Information Design Lab at IDC, IIT Bombay uses theory-based visual design and analytical methods to discover and validate insights from data, and translate them into systems, methods, and frameworks that help in mindfully created human-information interactions.",
        "Sector": "Education",
        "URL": "http://info-design-lab.github.io/",
        "City": "Mumbai",
        "State_County": "Maharashtra",
        "Founding_year": "2013",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Demographic and social, Education, Geospatial, Weather, Arts and culture",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Projects include tools to create awareness of Mumbai's heritage sites.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "Project include analyses of marriages in Singapore, education infrastructure in Maharashtra, Tamil Nadu Assembly elections.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Pykih",
        "Type_of_organization": "For-profit",
        "Organization_description": "Pykih builds visuals interfaces that help users digest information easily.",
        "Sector": "IT and geospatial",
        "URL": "https://pykih.com/",
        "City": "Mumbai",
        "State_County": "Maharashtra",
        "Founding_year": "2013",
        "Size": "11 to 50",
        "Type_of_data_used": null,
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Use open data to build data visualizations products and websites",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Birds Eye Systems Private Limited (Ridlr)",
        "Type_of_organization": "For-profit",
        "Organization_description": "Birds Eye Systems provides real time traffic information to road commuters in India and help streamline traffic flows.",
        "Sector": "IT and geospatial",
        "URL": "https://ridlr.in/",
        "City": "Mumbai",
        "State_County": "",
        "Founding_year": "2010",
        "Size": "51 to 200",
        "Type_of_data_used": "Geospatial, Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Birds Eye Systems make use of transportation data to show accurate and up-to-date information of congestion - average conditions and smooth flowing traffic conditions on a digital map.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "MediaNama",
        "Type_of_organization": "For-profit",
        "Organization_description": "MediaNama is the premier source of information and analysis on Digital and Telecom businesses in India. ",
        "Sector": "Media and communications",
        "URL": "http://www.medianama.com/",
        "City": "New Delhi",
        "State_County": "Delhi",
        "Founding_year": "2008",
        "Size": "1 to 10",
        "Type_of_data_used": "Science and research",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Has done a considerable amount of work using the Right To Information act, collecting and publishing data collected by and to the Indian government, including tender related submissions, comments on policy, data on internet connections, mobile and digital payments, expenditure by the government, and IPTV.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Lifecode Technologies",
        "Type_of_organization": "For-profit",
        "Organization_description": "Lifecode Technologies aim to deliver reliable, scientifically backed , state-of-the-art and cost-effective diagnostic solutions to physicians and care-givers, and fill in the unmet gap in translation of genomic technologies from bench to bedside, offering reliable genomic solutions to improve lives.",
        "Sector": "Healthcare",
        "URL": "http://lifecode.in",
        "City": "New Delhi",
        "State_County": "Delhi",
        "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": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "I-Tech Mission Private Limited (iTM)",
        "Type_of_organization": "For-profit",
        "Organization_description": "An ISO certified social impact company developing technology solutions for public good.",
        "Sector": "IT and geospatial",
        "URL": "http://www.itechmission.org",
        "City": "New Delhi",
        "State_County": "Delhi",
        "Founding_year": "2016",
        "Size": "11 to 50",
        "Type_of_data_used": "Demographic and social, Education, Health, Agriculture, Economic, Environment, Geospatial, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Open data monitoring and reporting platforms, interactive data dashboards",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Open Budgets India (OBI)",
        "Type_of_organization": "Other",
        "Organization_description": "Open Budgets India has resulted from collective efforts by many organisations and individuals, led by Centre for Budget and Governance Accountability (CBGA)(https://www.cbgaindia.org/). We are engaged in developing and promoting ways in which data on government budgets in India can be made open, usable and easy to comprehend.",
        "Sector": "Governance",
        "URL": "https://openbudgetsindia.org/",
        "City": "New Delhi",
        "State_County": "Delhi",
        "Founding_year": "2017",
        "Size": "11 to 50",
        "Type_of_data_used": "Education, Health, Health, Economic, Economic, Finance, Finance",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "We have used the notion of open budget data to engage in advocacy with both the national and sub-national level government entities by sharing best practices and standards(http://www.cbgaindia.org/wp-content/uploads/2017/09/Sharing-a-few-Best-Practices-in-Publishing-State-Budget-Documents-Online.pdf) on making government budgets more transparent and accessible. The primary objective of such advocacy has been to build collaborations with the government in our effort to make budgets more open, usable and easy to comprehend.",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "1. To move further in our mission to make open budget data actionable, we developed - Union Budget Explorer(https://union2018.openbudgetsindia.org/en/), a budget dashboard showcasing one of the ways in which the Union Budget of India can be made more open and easier to comprehend. It helps to explore important data, generate visualisations and develop insights from the Union Budget 2018-19. It incorporates data from Budget at a Glance, Expenditure Budget, Expenditure Profile and Receipts Budget documents of Union Budget.2. Budget Basics(https://openbudgetsindia.org/budget-basics/): A guide to understanding India\u2019s Budgets by explaining various fiscal terminologies and giving insights about various processes involved in Union, State and Municipal Corporation budgets. ",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "The budget data put up on our platform are all open in nature and is being used to derive more complex indicators pertaining to public finance as well as to create interactive visualisations. Both of these add on to the research component of our work. More specifically, the Story Generator tool(https://cbgaindia.github.io/story-generator/#/?_k=tpqg53) has been used by researchers both in and outside CBGA for inter-state comparison of fiscal indicators and derive their own analysis from the available resource. To facilitate more such research initiatives, we have made the tool openly accessible including the database on which it has been built.",
        "Application_Other": "TRUE",
        "Other_Description": "Community Engagement: We are actively engaging with local communities and volunteer groups to get open budget data consumed in the ecosystem. Few communities who have been using data from the platform are - DataKind Bangalore(http://www.datakind.org/chapters/datakind-blr), OpenCity(http://opencity.in/), State of Aadhaar(http://stateofaadhaar.in/), etc."
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "World Health Partners",
        "Type_of_organization": "Other",
        "Organization_description": "World Health Partners (WHP) delivers health and reproductive health services to rural and marginalized communities in the developing world.",
        "Sector": "Healthcare",
        "URL": "http://worldhealthpartners.org/?p=1",
        "City": "New Delhi",
        "State_County": "",
        "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": "Leveraging existing social and economic infrastructure - making use of open and sensor data - they utilize the latest advances in communication - diagnostic and medical technology to establish large scale - cost-effective health service networks.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Public Health Foundation of India (PHFI)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "The Public Health Foundation of India (PHFI) is working towards building a healthier India. It is helping to address the limited institutional and systems capacity in India by strengthening education and training, advancing research and technology and facilitating policy and practice in the area of Public Health.",
        "Sector": "Healthcare",
        "URL": "http://www.phfi.org/",
        "City": "New Delhi",
        "State_County": "",
        "Founding_year": "2006",
        "Size": "201 to 1000",
        "Type_of_data_used": "Geospatial",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Uses open data to redress the limited institutional capacity in India for strengthening training, research and policy development in the area of Public Health.",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "PHFI gathers info from international academia, state and central governments, multi &amp; bi-lateral agencies and civil society groups.to develop training, research and policy development in the area of Public Health.",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "TekMindz",
        "Type_of_organization": "For-profit",
        "Organization_description": "Tekmindz is an IT consulting and technology service that enables business enterprises and governments to effectively serve their customers and citizens.",
        "Sector": "IT and geospatial",
        "URL": "http://www.tekmindz.com/",
        "City": "Noida",
        "State_County": "Uttar Pradesh",
        "Founding_year": "2007",
        "Size": "201 to 1000",
        "Type_of_data_used": "Tourism",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "RailYatri",
        "Type_of_organization": null,
        "Organization_description": "Railyatri.in simplifies travel by providing search, plan and tracking capability to more than 80% of India's travel base.",
        "Sector": "Transportation and logistics",
        "URL": "http://railyatri.in/",
        "City": "Noida",
        "State_County": "Uttar Pradesh",
        "Founding_year": "2012",
        "Size": "51 to 200",
        "Type_of_data_used": "Transportation",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Uses open data on trains schedules and routes to provide a web and mobile app for commuters and travellers",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Nepal",
        "Country_income_level": "Low income",
        "Organization_name": "Young Innovations",
        "Type_of_organization": "For-profit",
        "Organization_description": "Young Innovations develops and uses automated tools to collect, curate, analyze and visualize data.",
        "Sector": "IT and geospatial",
        "URL": "http://younginnovations.com.np/",
        "City": "Patan",
        "State_County": "Central Development Region",
        "Founding_year": "2009",
        "Size": "11 to 50",
        "Type_of_data_used": "Government operations, Demographic and social, Health, International development",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Develop software applications - focusing on open data solutions such as for contracting and financial disclosure.",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "Pakistan",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Centre for Governance and Public Accountability (CGPA)",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Centre for Governance and Public Accountability (CGPA) is an organization working for promotion of public accountability and good governance in Pakistan",
        "Sector": "Governance",
        "URL": "http://c-gpa.org/",
        "City": "Peshawar",
        "State_County": "Khyber Pakhtunkhwa",
        "Founding_year": "2012",
        "Size": "1 to 10",
        "Type_of_data_used": "Government operations, Education, Health, Legal",
        "Application_Advocacy": "TRUE",
        "Advocacy_description": "Budget transparency, access to justice and right to information",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "Created public website to make more governance data accessible",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "TRUE",
        "Research_Description": "White papers and analysis of spending and pub",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Prayas",
        "Type_of_organization": "Nonprofit",
        "Organization_description": "Prayas is a non-governmental, non-profit organization whose goal is to protect and promote public interest in general and the interests of disadvantaged sections of society in particular.",
        "Sector": "Governance",
        "URL": "http://www.prayaspune.org/",
        "City": "Pune",
        "State_County": "Maharashtra",
        "Founding_year": "1988",
        "Size": "11 to 50",
        "Type_of_data_used": "Other, Energy",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "FALSE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "TRUE",
        "Organizational_Optimization_Description": "Uses open data to produce comprehensive analysis-based information to \r\nfurther public interest in the areas of energy, health, resources and livelihoods, and learning and parenthood.",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "PatSeer",
        "Type_of_organization": "For-profit",
        "Organization_description": "PatSeer is the result of applying years of patent data technology expertise while listening to challenges faced by users across the globe.",
        "Sector": "IT and geospatial",
        "URL": "http://patseer.com/",
        "City": "Pune",
        "State_County": "Maharashtra",
        "Founding_year": "2004",
        "Size": "11 to 50",
        "Type_of_data_used": "Legal",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "devleops products that enable patent research",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    },
    {
        "Region": "South Asia",
        "Country": "India",
        "Country_income_level": "Lower middle income",
        "Organization_name": "Conscience, Sustainability & Reputation Consulting",
        "Type_of_organization": "For-profit",
        "Organization_description": "Conscience, Sustainability & Reputation Consulting is a social enterprise investing in countrywide research, partnership, data, knowledge, travel and promotion.",
        "Sector": "Other",
        "URL": "http://www.csridentity.com/",
        "City": "Thane",
        "State_County": "Maharashtra",
        "Founding_year": "2007",
        "Size": "",
        "Type_of_data_used": "Other",
        "Application_Advocacy": "FALSE",
        "Advocacy_description": "",
        "Application_Product_Service": "TRUE",
        "Product_Service_Description": "",
        "Application_Organizational_Optimization": "FALSE",
        "Organizational_Optimization_Description": "",
        "Application_Research": "FALSE",
        "Research_Description": "",
        "Application_Other": "FALSE",
        "Other_Description": ""
    }
]