https://www.econdataanalytics.com/blog-2-1 daily 0.75 2025-03-28 https://www.econdataanalytics.com/blog-2-1/economic-growth-gdp-per-capita-and-inflation-in-asean3 monthly 0.5 2025-03-28 https://www.econdataanalytics.com/blog-2-1/a-guide-to-multilateral-development-banks monthly 0.5 2025-03-28 https://www.econdataanalytics.com/blog-2-1/financial-inclusion-going-beyond-microfinance monthly 0.5 2025-03-26 https://www.econdataanalytics.com/blog-2-1/microfinance-best-practices monthly 0.5 2025-03-26 https://www.econdataanalytics.com/blog-2-1/argentinas-rising-inflation monthly 0.5 2025-03-28 https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/dfd35035-a598-4070-b9f6-b87213225ae6/Inflation+blog.png Blog - Argentina’s Rising Inflation - Make it stand out Inflation in Argentina relative to World average (1998 through 2028). https://www.econdataanalytics.com/blog-2-1/learned-lessons-from-microfinance monthly 0.5 2025-03-26 https://www.econdataanalytics.com/blog-2-1/challenges-of-microfinance monthly 0.5 2025-03-26 https://www.econdataanalytics.com/blog-2-1/blog-post-title-one-endxt monthly 0.5 2025-03-26 https://www.econdataanalytics.com/blog-2-1/blog-post-title-two-n6ac2 monthly 0.5 2025-03-28 https://www.econdataanalytics.com/blog-2-1/blog-post-title-three-dm79k monthly 0.5 2025-03-26 https://www.econdataanalytics.com/blog-2-1/blog-post-title-four-2e2cg monthly 0.5 2025-03-26 https://www.econdataanalytics.com/home daily 1.0 2025-03-28 https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1597100047348-5GKBFDTKKMTE77WEBV4O/Business-1.jpg Home, economic consulting services, economic analysis, data analytics, statistical analysis - Data Analytics We use data analytics to discover, interpret, and communicate meaningful patterns and trends in data. Through the application of analytics techniques, we are able to deliver objective insight and data-driven strategic recommendations. Our past projects include a wide variety of areas ranging from consumer market segmentation to international trade analysis to analysis of the effects of introducing a new domestic economic policy. Over the years, we have developed expertise in the following areas: Data mining, Data visualization, Big data, Text analysis, Machine learning, and Spatial analysis. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1597097975283-932RBOPEW4O4ZTTIAPXQ/Countries+by+Income+Group-1.jpg Home, economic consulting services, economic analysis, data analytics, statistical analysis - Economic Analysis We leverage our expertise in economic analysis to assist decision-makers, business leaders, and policy-makers as they design and develop projects, programs, and policies that aim to deliver meaningful impact. Our areas of expertise are: Economic Development, Trade, Time Series and Forecasting, Political Economy, Socio-economic Analysis, and Labor Economics. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1599267283454-MEIZ01321PJUCGMJ0MLY/graph2.gif Home, economic consulting services, economic analysis, data analytics, statistical analysis - Statistical Analysis We have experience designing dashboards and tracking Key Performance Indicators (KPIs). We deliver descriptive analytics to various audiences in the form of intuitive, user-friendly charts, graphs, and tables. Besides producing inferential analysis, predictive analysis, and prescriptive analysis, our expertise also lies in correlation analysis, regression analysis, and analysis of variance (ANOVA). https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1597718907966-WRPZKY0RI6OC22RQBEST/Logo-new3.png Home, economic consulting services, economic analysis, data analytics, statistical analysis https://www.econdataanalytics.com/our-vision daily 0.75 2025-04-06 https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/87e0ef25-e580-42f2-8538-8268d818f753/vision.jpg Our Vision - Better decisions. Greater impact. As economists and analysts with experience advancing economic development, supporting the growth of the private sector, and advising governments, businesses, and NGOs, we care deeply about the well being and prosperity of people around the world. Our mission is to enhance organizations’ decision-making through rigorous, objective, and insightful research and analysis. We aim to strengthen organizations’ effectiveness and impact through our work. Our vision is to empower organizations and help create a prosperous, sustainable world. Our values are integrity, teamwork, innovation, and respect for diversity. https://www.econdataanalytics.com/clients daily 0.75 2022-04-17 https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/0de79079-5890-4b67-8473-3fe0c9886000/beautiful-architecture-building-exterior-cityscape-hong-kong-city-skyline-1.jpg Clients - Private Sector The private sector plays a vital role in the growth and development of society. We have produced market research, industry analyses, forecasting, statistical analyses, data analytics, political economy analyses, and trade analyses for private sector organizations around the world. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/b96b0492-52ee-469a-8b8c-b9003dc0dce1/closeup-diverse-people-joining-their-hands.jpg Clients - NGOs We value the important work of NGOs as they develop and deliver projects and programs which serve civil society. As such, we have worked with NGOs on a broad range of social, economic, health, and environmental sustainability projects, all aimed at addressing particular issues and challenges around the world. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/6a33fa98-cde1-40b9-b00c-592cb020440a/30563098030_0c9cc6cdeb_b.jpg Clients - Public Sector Public sector organizations are entrusted with fostering economic development, mobilizing resources, creating infrastructures, and stabilizing the economy. We have produced economic policy analyses, statistical analyses, time series and forecasting, political economy analyses, and international trade analyses for various public sector organizations. https://www.econdataanalytics.com/data-analytics daily 0.75 2022-02-07 https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1601184698093-FGITNAO7J6WIY6OQ2QN9/Association+Rules-1.png Data Analytics - Data Mining We employ data mining to extract information and discover patterns and correlations in large data sets. We segment the data by identifying natural groupings. We transform information into a comprehensible structure for further analysis. And we use machine learning and statistical models to uncover hidden patterns in large data sets. We perform clustering, classification, and regression with the information found in the data sets. Insight and actionable information is then derived from the data and provided to decision-makers. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1599862218862-Y5B4ZNDSRCFEDCI0EJYP/Female-Male+Wage+Ratio+2015.png Data Analytics - Data Visualization Our objective is to communicate information clearly and effectively. Our data visualization methodologies allow us to present complex information through statistical graphics, plots, information graphics and other charts. We incorporate various data visualization techniques to make data and information more accessible, understandable, and usable. Through several forms of data visualization, we are able to present comparisons, causality, associations, patterns, and trends involving different variables. Our dashboards, infographics, charts, plots, and graphs provide intuitive and consumable information. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1601427483780-TQ0BNZZZI0M6MWDXGK36/Classification-4.1-1.png Data Analytics - Big Data We use big data analytics with large, diverse data sets that include structured, semi-structured, and unstructured data. Using large volumes of data from several sources, we are able to employ text analytics, predictive analytics, data visualization, AI, machine learning, statistics, and natural language processing. Through these analyses we are able to uncover trends, patterns, and correlations in large amounts of data which can help decision-makers. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1600145044918-99VBVLSQ6NEAO19ME2N5/Sentiment-2-1.png Data Analytics - Text Analysis Our text analysis techniques allow us to extract information from unstructured text, including trends and patterns. We have experience performing text classification (e.g. topic analysis, sentiment analysis), and text extraction. And we are able to provide insights from these analyses. While text analysis is able to provide qualitative insight, we also use text analytics to transform insight into quantitative data, which is then represented through data visualization. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1601184740958-23LJCGAIM962STR9XSY1/kmeans-1.png Data Analytics - Machine Learning We leverage machine learning to explore data and identify patterns. Using both supervised and unsupervised learning, we are able to provide recommendations about ways to improve internal processes and reduce workloads and inefficiencies. Machine learning allows us to detect what the human eye may not, including complex patterns that otherwise would have been overlooked during human analysis. The use of algorithms allows us to examine much larger sets of data and understand patterns quickly and effectively. For instance, we use K-means clustering to identify patterns or groups within a data set of interest. We have used clustering in several projects ranging from market segmentation to international trade analysis. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1599363900911-SRPXYG8L75V7N3492MGU/The%2Brelationship%2Bbetween%2Baverage%2Bloan%2Bgrades%2Band%2Baverage%2Binterest%2Brates.jpg Data Analytics - Spatial Analysis Our expertise in spatial analysis allows us to apply statistical analysis and other techniques to data which has a geographical or spatial aspect. We combine GIS-based network analysis and Geovisualization (e.g. images, maps, diagrams, charts, 3D views) and produce studies that analyze patterns and trends in data. We have used spatial analysis in projects involving economic development, trade, political economy, labor economics, and socio-economic issues. https://www.econdataanalytics.com/economic-analysis daily 0.75 2022-04-10 https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1598501949846-W1G2RT1HOC9I1RFPNKA6/GDP+Growth-1.jpg Economic Analysis - Economic Development Our approach and framework allows us to evaluate projects, programs, and policies and their impact on the economic and social development of a region, country, or local community. We explore questions such as whether a project may help lead to greater industry competitiveness, or if a policy may help support domestic economic growth. Moreover, regardless of the nature of each project, our focus is to assess economic development outcomes through relevant socio-economic indicators. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1598502249606-RLOLFFRJZS0UVEG8JS6Y/manufactor_cost-1.jpg Economic Analysis - Trade We analyze current trends in international markets and across regions, and prepare data-based analyses on imports, exports, trade barriers, and other market access conditions. Moreover, we explore emerging issues in international trade and provide analysis on a variety of international trade topics affecting different regions and economic sectors. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1596585101341-JO4OOPZ1H5QLL03F4UMO/growth2-1.png Economic Analysis - Time Series and Forecasting We use time series analysis to extract meaningful insight and identify patterns and characteristics of historical data. And using observed values, we use time series forecasting to predict future values. We employ forecasting as a decision-making tool that helps organizations understand and prepare for the impact of uncertainty. By examining historical data and trends, we are able to provide forecasts which support strategic planning efforts and decision-making in the context of uncertainty. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1599008443236-HHIUQVADVAEHDBFKZPAY/Economic+Freedom-1.jpg Economic Analysis - Political Economy Political Economy Analysis (PEA) is an analytical approach which we use to help understand and analyze the underlying influences - political, economic, social and cultural — of a country. By performing a PEA, we are able to identify the incentives and constraints impacting the behavior of actors in a country’s system. Our Political Economy Analyses highlight: the interests and incentives of different groups; how these interests and incentives influence projects, policies and outcomes; the role of formal institutions (e.g. rule of law, elections) and informal social, political and cultural norms play in shaping outcomes. We also take into account the impact of political ideologies, stakeholders, cultural beliefs, norms, and traditions, on political behavior and policy. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1599865127322-JZ11ZXQVDJ73NR3G1Z3W/Income+and+education+NY-1.png Economic Analysis - Socio-Economic Analysis By combining several technical tools we are able to analyze socioeconomic factors that influence other outcomes in the population. For instance, we analyze health outcomes through factors such as employment and education. And we analyze education outcomes through factors such as income and health. We have developed an analytic framework which incorporates the use of relevant socioeconomic factors to cross-analyze socio-economic outcomes. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1599862329634-5V7O6905UVKU2GFDOGF7/Reason+for+unemployed+and+Duration+of+unemployed-1-1.jpg Economic Analysis - Labor Economics We produce labor economics reports and studies which examine factors influencing labor markets. We examine market factors influencing employees, employers, the self-employed, and the unemployed. Some of the labor topics we have researched and analyzed include: structural unemployment, institutional unemployment, youth unemployment, wage gaps, gender labor inequality, and labor discrimination. https://www.econdataanalytics.com/statistical-analysis daily 0.75 2022-04-10 https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1601608929029-MTB6O5FQC7JRRFM4YNYH/Descriptive-2-1.png Statistical Analysis - Descriptive Analytics Descriptive analytics summarize and highlight patterns in current and historical data. We use descriptive analytics to identify trends and to describe relationships between variables. Realizing the importance of monitoring and reporting performance, we use descriptive analytics to inform on progress toward goals and key performance indicators (KPIs). We are able to track metrics, glean insights from survey and focus group data, and identify trends in consumer preference and behavior. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1598500125541-CZ3C9S298K47EL8PEK25/Correlation+matrix-1.jpg Statistical Analysis - Correlation Analysis Correlation is used to test relationships between variables. We use correlation analysis to identify the relationships, patterns, significant connections, and trends between variables of interest. We have employed correlation analysis in projects involving data mining, socio-economic research, and market research. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1601442416912-N0LIGG24OOZY1PCMQJYW/Linear+regression-2-1.png Statistical Analysis - Regression Analysis Regression analysis is a technique used to model and analyze the relationships between variables and how they contribute to producing an outcome. We use regression analysis to study the causal relationships between the independent (predictor) and dependent (predicted) variables. Depending on the type of dependent and independent variables, dimensionality in the data, and other factors, we employ different types of regressions to assess the strength of the relationship between variables, and to predict and forecast. The value of using regression analysis is that it helps an organization determine which factors matter most, how those factors interact with each other, and how they may affect or impact an outcome. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/1599280608523-BFJIS7A59OZL3KLBR82Q/Anova.png Statistical Analysis - Analysis of Variance (ANOVA) In some cases, sample data can be divided or partitioned into various groups. Some situations require that we examine whether a total sample can be considered homogenous or not. As such, we use analysis of variance (ANOVA) to determine whether differences between groups of data (within a total sample) are statistically significant. We analyze the levels of variance within groups through samples taken from each of them. We have used ANOVA in projects involving how a policy has affected different groups within a sample. We have also conducted ANOVA to understand different customer groups’ experience with the same product. https://www.econdataanalytics.com/our-team daily 0.75 2025-04-06 https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/f5167687-dfc5-42fb-91b4-cedb0ea5d72f/20220501_160841.jpg Our Team - Anchalee Pooittiwong, Ph.D. Tobias Keene, D.D.S. Hailing from Richmond, Virginia, Dr. Tobias Keene brings a bit of unabashed Southern hospitality to all his patients. He moved to Washington, D.C. over thirty years ago as a freshman at Ivy College. Right after graduation, he attended World University’s School of Dentistry. Before opening Keene Dental in 1994, he worked for free clinics and some of the finest practices in the District. He is part of the 123 Dental Association and stays up-to-date on the latest dental discoveries. When not striving to keep his patients happy and healthy, he’s enjoys hiking with his family in Rock Creek Park. https://images.squarespace-cdn.com/content/v1/5f1b6ff8ef6a7852aef50673/7c7ba2dd-65e1-4dc8-8427-bf5f443cc2d0/Byron+Ramirez+photo.jpg Our Team - Byron Ramirez, Ph.D. Byron is an economist at Econ. Data. Analytics. A former strategy and management consultant, Byron has expertise in economic research, financial analysis, market research, industry analysis, policy analysis, and quantitative methods. Byron has produced macroeconomic analyses and political economy analyses (PEA) for international clients. Byron has worked in analyst roles for the California Institute of Technology, Bank of America, Lennar Corporation, Envirogen, Wikistrat, BPM Advisors, and Enquire AI. Byron completed a masters in management and strategy at the Drucker School of Management, a masters degree in economics, trade, and international relations at American University - School of International Service (SIS), and a PhD degree in economics and political science at Claremont Graduate University (Claremont Colleges Consortium). Byron holds advanced certificates from the World Bank, Columbia University, London School of Economics and Political Science (LSE), University of Oxford, Massachusetts Institute of Technology (MIT), and USC Marshall School of Business. https://www.econdataanalytics.com/contact-us daily 0.75 2025-04-06