The latest data from show economic growth of 0.6 percent, which is an increase from the rate of growth of 0.2 percent in the previous quarter and
an increase compared to the growth rate of -0.4 percent in the same quarter last year. The economic growth time series for Hungary cover the period...

Across the United States, the United Kingdom, Germany, and the European Union, gross domestic products (GDP) decreased in 2020 as a result of the COVID-19 pandemic. However, by 2021, growth rates were positive in all four areas again. The United Kingdom, Germany, and the European Union all experiencing slow economic growth in 2023 amid high inflation, with Germany even seeing an economic recession. GDP and its components GDP refers to the total market value of all goods and services that are produced within a country per year. It is composed of government spending, consumption, business investments and net exports. It is an important indicator to measure the economic strength of a country. Economists rely on a variety of factors when predicting the future performance of the GDP. Inflation rate is one of the economic indicators providing insight into the future behavior of households, which make up a significant proportion of GDP. Projections are based on the past performance of such information. Future considerations Some factors can be more easily predicted than others. For example, projections of the annual inflation rate of the United States are easy to come by. However, the intensity and impact of something like Brexit is difficult to predict. Moreover, the occurrence and impact of events such as the COVID-19 pandemic and Russia's war in Ukraine is difficult to foresee. Hence, actual GDP growth may be higher or lower than the original estimates.

The Gross Domestic Product (GDP) in Georgia expanded 7.30 percent in the second quarter of 2025 over the same quarter of the previous year. This dataset provides - Georgia GDP Annual Growth Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

United States US: GDP: Growth: Gross Value Added: Services data was reported at 2.621 % in 2015. This records an increase from the previous number of 2.221 % for 2014. United States US: GDP: Growth: Gross Value Added: Services data is updated yearly, averaging 2.335 % from Dec 1998 (Median) to 2015, with 18 observations. The data reached an all-time high of 4.456 % in 1999 and a record low of -1.772 % in 2009. United States US: GDP: Growth: Gross Value Added: Services data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s USA – Table US.World Bank: Gross Domestic Product: Annual Growth Rate. Annual growth rate for value added in services based on constant local currency. Aggregates are based on constant 2010 U.S. dollars. Services correspond to ISIC divisions 50-99. They include value added in wholesale and retail trade (including hotels and restaurants), transport, and government, financial, professional, and personal services such as education, health care, and real estate services. Also included are imputed bank service charges, import duties, and any statistical discrepancies noted by national compilers as well as discrepancies arising from rescaling. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The industrial origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 3.; ; World Bank national accounts data, and OECD National Accounts data files.; Weighted Average; Note: Data for OECD countries are based on ISIC, revision 4.

This dataset provides a historical overview of key global indicators, including Gross Domestic Product (GDP), population growth, and CO2 emissions. It captures economic trends, demographic shifts, and environmental impacts over multiple decades, making it useful for researchers, analysts, and policymakers.

The dataset includes Real GDP (inflation-adjusted), allowing for economic trend analysis while accounting for inflation effects. Additionally, it incorporates CO2 emissions data, enabling studies on the relationship between economic growth and environmental impact.

This dataset is valuable for multiple research areas:

✅ Macroeconomic Analysis – Study global economic growth, recessions, and recovery trends.

✅ Inflation & Monetary Policy – Compare nominal vs. real GDP to assess inflationary trends.

✅ Climate Change Research – Analyze CO2 emissions alongside economic growth to identify sustainability challenges.

✅ Predictive Modeling – Train machine learning models for forecasting GDP, population, or emissions.

✅ Public Policy & Development – Evaluate the impact of economic and environmental policies over time.

This dataset is shared for educational and analytical purposes only.

International Panel Data Analysis of the Effect of Digitalization on Economic Growth

Description

The effect of digitalization on economic growth is examined with reference to a cobb-Douglas production function. So, the dependent variable is the economic growth measured by the Gross Domestic Product per capita measured at 2015 constant US dollars. To reproduce the digitalization, we consider four indicators which are : 1. Number of fixe subscriptions (per 100 people) 2. Number of mobile cellular subscriptions (per 100 people) 3. Number of broadband subscriptions (per 100 people) 4. Number of individuals using the internet (%of population) 5. Digitalization level as obtained by applying a PCA Moreover, we include several macro-economic variables as control variables which affect the relationship between Digitalization and economic growth: 6. Investment measured by gross fixed capital formation (as percentage of GDP). 7. Trade openness which is a country’s trade volume used as a proxy for the degree of openness of a country’s economy (as percentage of GDP) and which is measured as the sum of imports and exports. 8. Labor force which is the total of labor force participation rate. 9. Inflation is measured by the consumer price index (%). 10. Population 11. Consumption is the government consumption expenditure for goods and services (as a percentage of GDP).

Categories

Finance, Economic Growth, Information and Communication Technologies, Emerging Country, Developing Countries

Acknowledgements & Source

Abderrazek ELKHALDI,Nadia Sghaier,Monia Chikhaoui

Data Source: https://data.mendeley.com/datasets/ctm7vvpp7n/1

The gross domestic product (GDP) growth rate of all major economies included except China was negative in 2020 following the COVID-19 pandemic. Growth rates were positive again in 2021, but stagnated in some countries in 2023 amid high inflation rates. What does GDP measure? GDP is the sum of all consumption, investment, government spending, and net exports in an economy. As such, different things drive the growth of each of these countries. Germany benefits from a high value of net exports, also known as its trade balance. Drawbacks of GDP growth as a metric GDP measures growth, but it does not capture welfare gains correctly in many cases. For example, carbon dioxide emissions often go hand in hand with a growing GDP. These emissions are from industry, such as coal power plants, or consumption, such as driving cars, but GDP does not measure the damage from these activities. Also, national debt is not incorporated into GDP.

The statistic shows the growth of the real gross domestic product (GDP) in Switzerland from 2020 to 2024, with projections up until 2030. GDP is the total value of all goods and services produced in a country in a year. It is considered to be a very important indicator of the economic strength of a country and a change in it is a sign of economic growth. In 2024, the GDP in Switzerland grew by about 1.27 percent compared to the previous year. Switzerland's economy Switzerland holds one of the steadiest and secure economies in the world, enticing international investors as well as the world’s richest to deposit their money within the country. Switzerland’s relatively low population is highly educated and specialized in the workforce, something that essentially leads to a prosperous economy. In addition to its workforce earning some of the highest salaries in the world, Switzerland maintained one of the lowest unemployment rates in the Europe, despite being affected by the 2008 financial crisis. With higher wages and specialized jobs, economic growth as well as production within the country continued to grow, a fact most evident through values of GDP. As a result, Switzerland’s gross domestic product per capita was ranked among one of the highest in the world. However, economic growth did not occur too rapidly and wages were set at a reasonable controllable amount, which allowed Switzerland to maintain a low inflation rate.

In Mexico City, during the time frame displayed, there has been an overall decrease in the economic development. Having its lowest peak in the 2nd quarter of 2020 with ***** percent and its highest peak in the 2nd quarter of 2021 with **** percent.

Graph and download economic data for Longer Run FOMC Summary of Economic Projections for the Growth Rate of Real Gross Domestic Product, Median (GDPC1MDLR) from 2015-06-17 to 2025-09-17 about projection, median, real, GDP, rate, and USA.

Guyana had the highest real gross domestic product (GDP) in the Americas in 2023, reaching ** percent. Panama followed behind with *** percent. On the other hand, the GDP of Haiti decreased by *** percent in 2023.

The latest data from show economic growth of 6.23 percent, which is an increase from the rate of growth of 3.7 percent in the previous quarter and
a decrease compared to the growth rate of 6.87 percent in the same quarter last year. The economic growth time series for Cape Verde cover the period...

In 2024, the annual growth rate of the real gross domestic product (GDP) in Taiwan amounted to approximately *** percent. GDP refers to the total market value of all goods and services that are produced within a country per year. It is an important indicator of the economic strength of a country. GDP development in Taiwan The GDP of Taiwan displayed a comparatively stable development over the last decade with growth rates averaging *** percent between 2014 and 2024. This strong economic performance was mainly due to the successful development of high-tech industries, especially in the electronics sector, and the firm integration into global value chains. The industrial sector of Taiwan is still comparatively large and produces many intermediate products for the global market. Despite the island’s small size, Taiwan is among the leading exporters and has one of the highest trade surpluses in the world. GDP per capita reached around ****** U.S. dollars in 2023. Current economic development Taiwan was among few to be able to maintain strong economic growth during the global spread of the coronavirus pandemic in 2020 and 2021. At the end of 2022, the country was hit by the global economic downturn, and quarterly GDP growth dropped to **** percent in the first quarter of 2023. However, the economy rebounded quickly and returned to positive growth in the second quarter.

Description for the Dataset

Title: Comprehensive Socio-Economic and Environmental Dataset of Bangladesh 1980-2023

Description:
This dataset provides an extensive overview of Bangladesh's socio-economic, demographic, and environmental indicators over time. It encompasses a wide array of features, including literacy rates, population statistics, economic growth metrics, trade balances, environmental indicators, healthcare spending, and poverty rates. The dataset aims to facilitate research and analysis on Bangladesh's development trends, policy impacts, and sustainability challenges.

Key Features: - Population and Demographics: Includes total population, growth rates, population density, birth/death rates, infant mortality rates, fertility rates, urban and rural population distributions, and migration statistics.
- Economic Indicators: GDP, GNP, GNI, trade balances, export and import metrics, inflation rates, unemployment rates, labor force participation, and foreign direct investment.
- Poverty and Social Metrics: National, rural, and urban poverty rates, literacy rates, healthcare spending, and maternal mortality rates.
- Environmental Metrics: Tree cover loss, carbon emissions, renewable energy usage, deforestation causes, and greenhouse gas emissions.
- Infrastructure and Development: Access to electricity and clean water, arable land, private vehicles, and tourism spending.
- Crime and Defense: Crime rates, homicide rates, and military spending.
- Education: Education spending as a percentage of GDP and youth unemployment rates.

Intended Use:
This dataset is designed for data analysis, trend forecasting, and machine learning applications. It is suitable for researchers, policymakers, and analysts studying socio-economic development, environmental sustainability, and public policy in Bangladesh.

Source and Methodology:
The dataset aggregates publicly available statistics from reliable sources, including government reports, international organizations, and research publications. It has been curated and processed to ensure consistency and usability.

Potential Applications:
- Analyzing the impact of socio-economic policies on literacy and poverty rates.
- Forecasting demographic and economic growth trends.
- Exploring the relationship between environmental changes and economic activities.
- Studying the effects of urbanization and migration on rural-urban dynamics.

License:
CC BY-SA 4.0

Keywords:
Bangladesh, Socio-Economic Indicators, Environmental Metrics, Development Trends, Poverty Rates, Literacy Rates, GDP, Carbon Emissions, Renewable Energy, Migration.

The Gross Domestic Product (GDP) in Argentina expanded 6.30 percent in the second quarter of 2025 over the same quarter of the previous year. This dataset provides the latest reported value for - Argentina GDP Annual Growth Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

The Gross Domestic Product (GDP) in South Korea expanded 1.30 percent in the third quarter of 2025 over the previous quarter. This dataset provides - South Korea GDP Growth Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

The Gross Domestic Product (GDP) in Rwanda expanded 9.70 percent in the second quarter of 2025 over the previous quarter. This dataset provides - Rwanda GDP Growth Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Monthly and long-term Gambia, The Economic Growth (Real GDP, ann. var. %) data: historical series and analyst forecasts curated by FocusEconomics.

Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all : Overall, economic trends in the Pacific region have been positive, yet inconsistent. The restricted economic bases of Pacific Island countries are highly sensitive to external economic shocks (including commodity price fluctuations, supply chain disruptions and financial stress), natural events (such as cyclones, floods and droughts) and costs of adaptation to climate change; nternal employment factors in the Pacific compound these external factors. The size of the informal economy; gender gaps and imbalances; and high youth unemployment/underemployment are issues that can be monitored under Goal 8; Tourism is an important sector of growth and development in the Pacific, providing foreign exchange earnings, employment and income earning opportunities for many Pacifc islanders. Tourism is one of the region’s few economically viable sectors, and its share in national GDPs is monitored in this goal.

Find more Pacific data on PDH.stat.

U.S. Economic and Financial Dataset

Dataset Description

This dataset combines historical U.S. economic and financial indicators, spanning the last 50 years, to facilitate time series analysis and uncover patterns in macroeconomic trends. It is designed for exploring relationships between interest rates, inflation, economic growth, stock market performance, and industrial production.

Key Features

• Frequency: Monthly
• Time Period: Last 50 years from Nov-24
• Sources:
  • Federal Reserve Economic Data (FRED)
  • Yahoo Finance

Dataset Feature Description

1. Interest Rate (Interest_Rate):

   • The effective federal funds rate, representing the interest rate at which depository institutions trade federal funds overnight.

2. Inflation (Inflation):

   • The Consumer Price Index for All Urban Consumers, an indicator of inflation trends.

3. GDP (GDP):

   • Real GDP measures the inflation-adjusted value of goods and services produced in the U.S.

4. Unemployment Rate (Unemployment):

   • The percentage of the labor force that is unemployed and actively seeking work.

5. Stock Market Performance (S&P500):

   • Monthly average of the adjusted close price, representing stock market trends.

6. Industrial Production (Ind_Prod):

   • A measure of real output in the industrial sector, including manufacturing, mining, and utilities.

Dataset Statistics

1. Total Entries: 599
2. Columns: 6
3. Memory usage: 37.54 kB
4. Data types: float64

Feature Overview

• Columns:
  • Interest_Rate: Monthly Federal Funds Rate (%)
  • Inflation: CPI (All Urban Consumers, Index)
  • GDP: Real GDP (Billions of Chained 2012 Dollars)
  • Unemployment: Unemployment Rate (%)
  • Ind_Prod: Industrial Production Index (2017=100)
  • S&P500: Monthly Average of S&P 500 Adjusted Close Prices

Executive Summary

This project explores the interconnected dynamics of key macroeconomic indicators and financial market trends over the past 50 years, leveraging data from the Federal Reserve Economic Data (FRED) and Yahoo Finance. The dataset integrates critical variables such as the Federal Funds Rate, Inflation (CPI), Real GDP, Unemployment Rate, Industrial Production, and the S&P 500 Index, providing a holistic view of the U.S. economy and financial markets.

The analysis focuses on uncovering relationships between these variables through time-series visualization, correlation analysis, and trend decomposition. Key findings are included in the Insights section. This project serves as a robust resource for understanding long-term economic trends, policy impacts, and market behavior. It is particularly valuable for students, researchers, policymakers, and financial analysts seeking to connect macroeconomic theory with real-world data.

Potential Use Cases

• Economic Analysis: Examine relationships between interest rates, inflation, GDP, and unemployment.
• Stock Market Prediction: Study how macroeconomic indicators influence stock market trends.
• Time Series Modeling: Perform ARIMA, VAR, or other models to forecast economic trends.
• Cyclic Pattern Analysis: Identify how economic shocks and recoveries impact key indicators.

Snap of Power Analysis

https://github.com/user-attachments/assets/1b40e0ca-7d2e-4fbc-8cfd-df3f09e4fdb8">

To ensure sufficient power, the dataset covers last 50 years of monthly data i.e., around 600 entries.

Key Insights derived through EDA, time-series visualization, correlation analysis, and trend decomposition

• Interest Rate and Inflation Dynamics: The interest Rate and inflation exhibit an inverse relationship, especially during periods of aggressive monetary tightening by the Federal Reserve.
• Economic Growth and Market Performance: GDP growth and the S&P 500 Index show a positive correlation, reflecting how market performance often aligns with overall economic health.
• Labor Market and Industrial Output: Unemployment and industrial production demonstrate a strong inverse relationship. Higher industrial output is typically associated with lower unemployment
• Market Behavior During Economic Shocks: The S&P 500 experienced sharp declines during significant crises, such as the 2008 financial crash and the COVID-19 pandemic in 2020. These events also triggered increased unemployment and contractions in GDP, highlighting the interplay between markets and the broader economy.
• Correlation Highlights: S&P 500 and GDP have a strong positive correlation. Interest rates negatively correlate with GDP and inflation, reflecting monetary policy impacts. Unemployment is negatively correlated with industrial production but positively correlated with interest rates.

Link to GitHub Repo

https:/...