Downloadable mobile application for use in analyzing data in data-sparse geographic locations particularly specific locations in Africa as specified by the user; Downloadable computer software for data analytics using artificial intelligence and machine learning for use in analyzing complex socioeconomic and earth science data in data-sparse regions to promote economic development in areas of need, make predictive findings, and offer solutions to important societal problems; Downloadable omputer software using artificial intelligence and machine learning for use in analyzing complex socioeconomic and earth science data in data-sparse regions to promote economic development in areas of need, make predictive findings, and offer solutions to important societal problems by means of providing geolocated output data sets to users; Downloadable mobile application using artificial intelligence and machine learning analysis of data sets, namely, optical imagery and synthetic aperture radar (SAR) data from satellite sources, weather data, ground-based data, drone imagery, ground-based imagery, mobile survey data, customer-submitted data, and anonymized digital transaction and activity data sets, for use in analyzing and making predictive findings for data-sparse geographic locations as specified by the user, namely, areas that have developing economies and emerging markets; Downloadable mobile application using artificial intelligence and machine learning for use in analyzing and making predictive findings for data-sparse geographic regions, in particular predictive findings about agriculture, infrastructure, economic livelihood and income, population, earth science, energy consumption and infrastructure, water availability and infrastructure, information technology availability and infrastructure, climate change, crop yields, demographics, and communications systems for the purpose of driving targeted investment and allocating resources efficiently in specific geographic areas that have developing economies and emerging markets; Downloadable mobile application using artificial intelligence and machine learning for use in predicting, planning, and monitoring investment and improvements in agriculture, infrastructure, income, energy consumption and infrastructure, water availability and infrastructure, information technology availability and infrastructure, climate change, crop yields, and communications systems in specific geographic areas that have developing economies and emerging markets for the purpose of driving targeted investment and allocating resources; Downloadable mobile application using artificial intelligence and machine learning for use in measuring, analyzing, and predicting areas of need and opportunity in specific geographic areas that have developing economies and emerging markets to promote and support environmental, social, and governance (ESG) investment; Downloadable mobile application using artificial intelligence and machine learning that enables users to micro-target markets and develop plans to allocate resources in specific geographic areas that have developing economies and emerging markets based on desired economic, demographic, infrastructure, and agricultural conditions; Downloadable mobile application using artificial intelligence and machine learning that enables users to plan, monitor, and assess the impact of infrastructure investments such as power plants, grids, and roads in specific geographic areas that have developing economies and emerging markets; Downloadable mobile application using artificial intelligence and machine learning that enables users to coordinate multiple project investments to promote holistic economic development in areas of identified need in specific geographic areas that have developing economies and emerging markets; Downloadable mobile application using artificial intelligence and machine learning that enables users to support the workflow of impact investors, environmental, social, and governance (ESG) investors, financial investors, and international development professionals to monitor and assess the impact of activities in specific geographic areas that have developing economies and emerging markets; Downloadable mobile application using artificial intelligence and machine learning for use in analyzing satellite imagery to show weather, crop yields, climate change, water resources, and geographic characteristics for the purpose of driving targeted investment and allocating resources efficiently in specific geographic areas that have developing economies and emerging markets; Downloadable mobile application using artificial intelligence and machine learning for use in analyzing satellite imagery and showing and controlling echelons or layers of data in a customized display; Downloadable computer software for data analytics in the fields of data-sparse geographic locations, namely, areas that have developing economies and emerging markets; Downloadable computer software for analytical solutions and services relating to data-sparse geographic locations, namely, areas that have developing economies and emerging markets

Think tank services in the nature of consulting services in the fields of market data analysis to analyze socioeconomic and earth science data in data-sparse regions to promote economic development, make predictive findings, and offer solutions to important societal problems; Promoting public awareness of the use of artificial intelligence, machine learning, and data analysis of socioeconomic and earth science data in data-sparse regions to promote economic development, make predictive findings, and offer solutions to important societal problems; Market intelligence services, namely, utilizing artificial intelligence and machine learning analysis of data sets, namely, optical imagery and synthetic aperture radar (SAR) data from satellite sources, weather data, ground-based data, drone imagery, ground-based imagery, mobile survey data, customer-submitted data, and anonymized digital transaction and activity data sets, for use in analyzing and making predictive findings for data-sparse geographic locations as specified by the user, namely, areas that have developing economies and emerging markets; Market intelligence services, namely, utilizing artificial intelligence and machine learning for use in analyzing and making predictive findings for data-sparse geographic locations as specified by the user, namely, areas that have developing economies, sparse infrastructure deployment and emerging markets; Market intelligence services, namely, utilizing artificial intelligence and machine learning for use in analyzing and making predictive findings for data-sparse geographic regions, in particular predictive findings about agriculture, infrastructure, economic livelihood and income, population, earth science, energy consumption and infrastructure, water availability and infrastructure, information technology availability and infrastructure, climate change, crop yields, demographics, and communications systems for the purpose of driving targeted investment and allocating resources efficiently in specific geographic areas that have developing economies and emerging markets; Market intelligence services, namely, utilizing artificial intelligence and machine learning for use in predicting, planning, and monitoring investment and improvements in agriculture, infrastructure, income, energy consumption and infrastructure, water availability and infrastructure, information technology availability and infrastructure, climate change, crop yields, and communications systems in specific geographic areas that have developing economies and emerging markets for the purpose of driving targeted investment and allocating resources; Providing public sector and private sector business and market intelligence, namely, providing market research and market intelligence about the agriculture, infrastructure, income, energy consumption, population, and demographics in specific geographic areas that have developing economies, sparse infrastructure and emerging markets; Promoting public awareness of areas of need and opportunity in specific geographic areas that have developing economies and emerging markets to promote and support environmental, social, and governance (ESG) investing; Promoting public awareness of areas of need and opportunity in specific geographic areas that have developing economies and emerging markets for the purpose of promoting and supporting investment in and resource allocation for agriculture, infrastructure, economic livelihood and income, energy consumption and infrastructure, water availability and infrastructure, information technology availability and infrastructure, climate change, crop yields, and communications systems; Computer and scientific services using artificial intelligence and machine learning to enable data analysis, namely, providing an online non-downloadable database featuring market research information for the collection, management, and analysis of data for the purpose of analyzing data and predicting outcomes in data-sparse geographic locations; Computer and scientific services for analytical solutions in the nature of providing an online non-downloadable database featuring market research information for the improvement of quality, impact, and cost reduction in the field of economic and socioeconomic aid and investment in developing economies and localized emerging markets throughout the world

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Providing a website featuring online non-downloadable software using artificial intelligence and machine learning for use in analyzing and making predictive findings for data-sparse geographic locations as specified by the user, namely, areas that have developing economies and emerging markets; Computer and scientific services using artificial intelligence and machine learning to enable data analysis, namely, providing an online non-downloadable database featuring cartographic information for the collection, management, and analysis of data for the purpose of analyzing data and predicting outcomes in data-sparse geographic locations; Providing a website featuring online non-downloadable software using artificial intelligence and machine learning for use in analyzing and making predictive findings for data-sparse geographic regions, in particular predictive findings about agriculture, infrastructure, economic livelihood and income, population, earth science, energy consumption and infrastructure, water availability and infrastructure, information technology availability and infrastructure, climate change, crop yields, demographics, and communications systems for the purpose of driving targeted investment and allocating resources efficiently in specific geographic areas that have developing economies and emerging markets; Providing a website featuring online non-downloadable software using artificial intelligence and machine learning for use in predicting, planning, and monitoring investment and improvements in agriculture, infrastructure, income, energy consumption and infrastructure, water availability and infrastructure, information technology availability and infrastructure, climate change, crop yields, and communications systems in specific geographic areas that have developing economies and emerging markets for the purpose of driving targeted investment and allocating resources; Providing subscription-based software, namely, providing online non-downloadable software using artificial intelligence and machine learning for use in measuring, analyzing, and predicting areas of need and opportunity in specific geographic areas that have developing economies and emerging markets to promote and support environmental, social, and governance (ESG) investing; Providing subscription-based software, namely, providing online non-downloadable software using artificial intelligence and machine learning that enables users to target markets, investment, and allocate resources in specific geographic areas that have developing economies and emerging markets based on desired economic, demographic, infrastructure, and agricultural conditions; Providing subscription-based software, namely, providing online non-downloadable software using artificial intelligence and machine learning that enables users to plan, monitor, and assess the impact of infrastructure investments such as power plants, grids, and roads in specific geographic areas that have developing economies and emerging markets; Providing subscription-based software, namely, providing online non-downloadable software using artificial intelligence and machine learning that enables users to coordinate multiple project investments to promote holistic economic development in areas of identified need in specific geographic areas that have developing economies and emerging markets; Providing subscription-based software, namely, providing online non-downloadable software using artificial intelligence and machine learning that enables users to support the workflow of impact investors, environmental, social, and governance (ESG) investors, business investors, and international development professionals to monitor and assess the impact of activities in specific geographic areas that have developing economies and emerging markets; Providing a website featuring online non-downloadable software using artificial intelligence and machine learning analysis of data sets, namely, optical imagery and synthetic aperture radar (SAR) data from satellite sources, weather data, ground-based data, drone imagery, ground-based imagery, mobile survey data, customer-submitted data, and anonymized digital transaction and activity data sets, to show weather, crop yields, climate change, water resources, and geographic characteristics for the purpose of driving targeted investment and allocating resources efficiently in specific geographic areas that have developing economies and emerging markets; Providing a website featuring online non-downloadable software using artificial intelligence and machine learning for use in analyzing satellite imagery and showing and controlling echelons or layers of data in a customized display; Application service provider featuring application programming interface (API) software for use in analyzing data and predicting outcomes in data-sparse geographic locations particularly specific locations in Africa as specified by the user; Application service provider featuring application programming interface (API) software for use in analyzing and making predictive findings for data-sparse geographic locations as specified by the user, namely, areas that have developing economies and emerging markets; Application service provider featuring application programming interface (API) software for use in analyzing and making predictive findings for data-sparse geographic regions, in particular predictive findings about agriculture, infrastructure, economic livelihood and income, population, earth science, energy consumption and infrastructure, water availability and infrastructure, information technology availability and infrastructure, climate change, crop yields, demographics, and communications systems for the purpose of driving targeted investment and allocating resources efficiently in specific geographic areas that have developing economies and emerging markets; Think tank services in the nature of consulting services in the field of computer science to analyze socioeconomic and earth science data in data-sparse regions to promote economic development, make predictive findings, and offer solutions to important societal problems