GrowthAtlas

Analyze economic growth, government spending, foreign direct investment, and poverty indicators through a comprehensive macroeconomic dataset collection designed for SQL, Python, Power BI, Tableau, Excel, and economic analytics projects.

Full Description

Develop practical macroeconomic and public policy analytics skills using a comprehensive collection of datasets covering economic growth, government expenditure, foreign direct investment (FDI), and poverty indicators across multiple countries and years.

This collection reflects the economic indicators commonly analyzed by economists, policymakers, government agencies, financial institutions, development organizations, and business intelligence professionals to evaluate national economic performance, public investment strategies, foreign capital flows, and social development.

The datasets combine GDP growth rates, government budget allocations, FDI inflows and outflows, poverty levels, and underemployment statistics into a realistic analytical environment suitable for exploratory data analysis, dashboard development, forecasting, policy evaluation, and economic research.

Whether you are learning SQL, Python, Excel, Power BI, Tableau, or preparing for careers in economics, finance, government, or international development, this collection provides realistic macroeconomic data for portfolio projects and business intelligence reporting.

Business Background

Governments and international organizations continuously monitor economic growth, public spending, investment activity, and social welfare indicators to support sustainable economic development.

Economic growth measures overall national performance, government expenditure reflects fiscal priorities, foreign direct investment indicates investor confidence and international economic integration, while poverty and underemployment provide insight into living standards and labor market conditions.

Together, these indicators help decision-makers evaluate economic stability, design public policies, attract investment, and improve long-term social and economic outcomes.

What\'s Included

• Economic Growth Rates
• Government Expenditure
• Foreign Direct Investment (FDI)
• Poverty & Underemployment Statistics

Learning Objectives

After working with this dataset you will be able to:

• Analyze economic growth across countries
• Evaluate government spending priorities
• Study foreign direct investment trends
• Assess poverty and labor market conditions
• Compare fiscal policies across economies
• Analyze relationships between investment and development
• Build macroeconomic dashboards
• Support economic policy evaluation using data
• Develop long-term economic trend analyses

Skills You\'ll Practice

• SQL
• Python
• Pandas
• Excel
• Data Cleaning
• Exploratory Data Analysis (EDA)
• Economic Analytics
• Statistical Analysis
• Business Intelligence
• Power BI
• Tableau

Business Questions

• Which countries experienced the strongest economic growth?
• How do government spending priorities differ across countries?
• Which economies attract the highest foreign direct investment?
• How do FDI inflows relate to GDP growth?
• Which countries allocate the largest share of spending to education or healthcare?
• What relationship exists between government expenditure and poverty rates?
• How have underemployment rates changed over time?
• Which economies demonstrate the strongest long-term development trends?
• How does public investment influence economic performance?
• Which insights support fiscal planning and development policy?

Suggested Portfolio Projects

• Global Economic Development Dashboard
• Government Spending Analytics
• Foreign Direct Investment Dashboard
• Poverty & Employment Analysis
• Fiscal Policy Performance Dashboard
• Macroeconomic Trend Analysis
• Economic Development Intelligence Report
• Public Policy Analytics Dashboard

Difficulty

Intermediate

Recommended for learners interested in macroeconomics, public finance, development economics, government analytics, and business intelligence.

Industry

• Economics
• Government
• Public Finance
• International Development
• Financial Services
• Business Intelligence

Recommended Tools

• Excel
• SQL
• Python
• Pandas
• Power BI
• Tableau
• Jupyter Notebook

Dataset Highlights

• 4 integrated macroeconomic datasets
• 8,200 total records
• Excel and CSV formats included
• GDP growth rates, government expenditure, FDI flows, poverty, and underemployment indicators
• Multi-country, multi-year economic data suitable for longitudinal analysis
• Excellent for economic dashboards, fiscal policy analysis, development research, forecasting, and portfolio projects