Please, if you use this dataset or do you like my work please UPVOTE 👁️

This dataset provides a comprehensive historical record of inflation rates worldwide, covering the period from 1960 to the present. It includes inflation data at the national level for multiple countries and territories, making it a valuable resource for economic analysis, financial forecasting, and macroeconomic research.

Data Source: https://datos.bancomundial.org/indicador/FP.CPI.TOTL.ZG?end=2023&start=1960&view=chart

Key Features:

✅ Global Coverage – Inflation rates for countries across all continents.

✅ Long-Term Data – Over 60 years of historical records, ideal for trend analysis.

✅ Regional Classification – Data categorized by region, sub-region, and intermediate region for in-depth geographic analysis.

✅ Standardized Indicators – Based on CPI (Consumer Price Index) inflation rates from reputable sources.

Potential Use Cases:

📊 Economic Research – Analyze inflation trends and economic cycles.

📈 Financial Forecasting – Predict future inflation and its impact on global markets.

🌍 Policy & Development Studies – Examine regional disparities and economic policies.

📚 Machine Learning Applications – Train predictive models using historical inflation trends.

This dataset is an essential tool for economists, data scientists, and financial analysts looking to explore global inflation patterns and their implications on economic stability.

Graph and download economic data for Inflation, consumer prices for the World (FPCPITOTLZGWLD) from 1981 to 2024 about World, consumer, CPI, inflation, price index, indexes, and price.

Of the major developed and emerging economies, China was the only one to register deflation at **** percent in September 2025. On the other end of the spectrum, the inflation rate in Russia stood at ***** percent. The country's inflation rate increased sharply after the country's President, Vladimir Putin, decided to invade Ukraine, declined somewhat in 2023, before increasing slowly again since. The rate of inflation reflects changes in the cost of a specified basket containing a representative selection of goods and services. It is derived from the consumer price index (CPI).

The average for 2024 based on 155 countries was 6 percent. The highest value was in Turkey: 58.5 percent and the lowest value was in Afghanistan: -6.6 percent. The indicator is available from 1960 to 2024. Below is a chart for all countries where data are available.

The inflation rate for both Africa, the Middle East, and Latin America and the Caribbean reached more than 12 percent in 2023. Among the provided continents or regions, Asia and the Pacific had the lowest inflation rate that year. Consumer prices increased around the world following the COVID-19 pandemic and the Russian invasion of Ukraine. Inflation and food security Increases in food costs are one of the most prominent impacts of inflation globally. In the United Kingdom, for example, consumers have indicated that they have worried more about food costs in 2023 than in previous years. Meanwhile, in Canada, only a small fraction of survey respondents have said that inflation has had little impact on household food costs. Consumers have responded to rising food costs through various coping mechanisms. For example, Italian consumers have indicated that they purchase less unnecessary products, cut down on waste, and buy more discounted items in order to save costs. Changing consumer behvaiors Outside of food consumption, consumers have changed their purchasing behaviors with other types of goods and services. Surveying has indicated that nearly 60 percent of consumers have adjusted their shopping habits due to inflation. When holiday shopping in 2023, over 50 percent of Americans and over one third of British consumers said inflation had considerable impact on their holiday shopping. By generation, the Millenial generation has suffered the most due to rising inflation, while older generations have experienced less serious impacts.

Actual value and historical data chart for World Inflation Consumer Prices Annual Percent

The rate of inflation in the table is the percent change in the Consumer Price Index from the previous month. We show the monthly inflation in the last month with reported data as well as three months ago and one year ago. The numbers are updated on a daily basis as new data become available from the national authorities. The inflation rate can fluctuate significantly from one month to another. You may want to look at the annual inflation rate for a longer-term perspective.

In March 2022, the global inflation rate for the consumer price index reached 9.22 percent, compared with 7.47 percent in February 2022. After reaching a low of 2.27 percent in August 2020, the inflation rate has steadily increased, with the most rapid growth occuring in late 2021 and early 2022.

This is the Dataset for the world inflation from 1960 to 2021, obtained from world bank website for analyzing inflation rate around the world and in major economics. This data can be used for analytical purpose or project building for selves.

Graph and download economic data for Inflation, consumer prices for the United States (FPCPITOTLZGUSA) from 1960 to 2024 about consumer, CPI, inflation, price index, indexes, price, and USA.

This dataset provides values for INFLATION RATE reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

Historical dataset showing World inflation rate by year from 1981 to 2023.

Context

Understanding global economic dynamics, specifically the trends in inflation rates, is paramount for policymakers, economists, and researchers. This dataset, covering the years 1980 to 2024, offers a comprehensive perspective on inflation across various countries. The primary focus is on dissecting the data based on country-specific indicators, providing valuable insights into the multifaceted factors influencing economic environments on a global scale.

Content

The dataset comprises crucial columns including country name, indicator type, and annual average inflation rates from 1980 to 2024. This extensive collection of information facilitates detailed analysis and correlation studies, enabling researchers to uncover patterns and trends. By examining the nuanced relationships between country-specific indicators and inflation rates, valuable conclusions can be drawn about the complexities of global economic dynamics over the years. This dataset serves as a valuable resource for anyone seeking to delve into the intricacies of inflation trends and their implications across diverse nations.

Dataset Structure:

This dataset (global_inflation_data.csv) covering from 1980 to 2024 consists of the following columns:

Acknowledgment

The primary dataset was retrieved from the World Bank. I sincerely thank the team for providing the core data used in this dataset.

© Image credit: Freepik

Inflation rates rose all around the world in 2022, so also in the G7 countries, where inflation rates varied from 2.5 percent in Japan to over 8 percent in Italy. Inflation rates increased sharply all around the world through 2022, spurred by Russia's invasion of Ukraine in February that year. Especially gas and electricity were hit by price increases following the outbreak of the Russia-Ukraine war. Inflation rates were falling in all G7 economies in 2024.

This dataset provides values for INFLATION RATE reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

Graph and download economic data for Inflation, consumer prices for the United Kingdom (FPCPITOTLZGGBR) from 1960 to 2024 about United Kingdom, consumer, CPI, inflation, price index, indexes, and price.

Context

Happiness and well-being are essential indicators of societal progress, often influenced by economic conditions such as GDP and inflation. This dataset combines data from the World Happiness Index (WHI) and inflation metrics to explore the relationship between economic stability and happiness levels across 148 countries from 2015 to 2023. By analyzing key economic indicators alongside social well-being factors, this dataset provides insights into global prosperity trends.

Content

This dataset is provided in CSV format and includes 16 columns, covering both happiness-related features and economic indicators such as GDP per capita, inflation rates, and corruption perception. The main columns include:

Happiness Score & Rank (World Happiness Index ranking per country) Economic Indicators (GDP per capita, inflation metrics) Social Factors (Freedom, Social Support, Generosity) Geographical Information (Country & Continent)

Acknowledgements

The dataset is created using publicly available data from World Happiness Report, Gallup World Poll, and the World Bank. It has been structured for research, machine learning, and policy analysis purposes.

Inspiration

How do economic factors like inflation, GDP, and corruption affect happiness? Can we predict a country's happiness score based on economic conditions? This dataset allows you to analyze these relationships and build models to predict well-being trends worldwide.

The rate at which prices for goods and services are generally rising and, as a result, currency's purchasing power is declining is known as inflation. Central banks attempt to limit inflation—and avoid deflation—in order to keep the economy running smoothly. Each unit of currency may purchase fewer products and services as prices rise. This results in a reduction in the actual value of money, a process that impacts every level of the economy, from consumers to governments. The percentage change in the cost of a basket of goods and services over a certain time period, often a year, is measured by the inflation rate. It’s a key metric for assessing the health of an economy, showing how much more expensive everyday goods and services have become. The change in the average price level of a basket of goods and services over a year is represented by the inflation rate average consumer prices (annual per cent change). It’s calculated by taking the average of prices across all months of a given year compared to the previous year. This metric is determined by averaging monthly price data and comparing it to the average of the previous year. It provides a broader view of inflation trends across a longer time frame, smoothing out any short-term volatility. The Inflation rate, end of period consumer prices (annual per cent change) reflects the price level change from the end of one period (typically December) to the end of the next period (the following December). Instead of taking an average, this rate focuses on the price level at a specific point in time, providing a snapshot of inflation. It’s calculated by comparing the Consumer Price Index (CPI) of the final month of the year with the CPI of the last month of the previous year.

This dataset provides values for CORE INFLATION RATE reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

Graph and download economic data for Inflation, consumer prices for Switzerland (FPCPITOTLZGCHE) from 1960 to 2024 about Switzerland, consumer, CPI, inflation, price index, indexes, and price.