Inflation Nowcasting Monthly Month-Over-Month is a part of the Inflation Nowcasting indicator of the Federal Reserve Bank of Cleveland.

Context

Consumer Price Indices (CPI) measure changes over time in general level of prices of goods and services that households acquire for the purpose of consumption. CPI numbers are widely used as a macroeconomic indicator of inflation, as a tool by governments and central banks for inflation targeting and for monitoring price stability, and as deflators in the national accounts. CPI is also used for indexing dearness allowance to employees for increase in prices. CPI is therefore considered as one of the most important economic indicators. For construction of CPI numbers, two requisite components are weighting diagrams (consumption patterns) and price data collected at regular intervals.

Content

The data refers to group wise all India Consumer Price Index for Rural & Urban with base year 2010.

Acknowledgements

• The dataset is published by Central Statistical Office.
• This data is sourced from India's Goverment's Open Data website: data.gov.in
• Released Under: National Data Sharing and Accessibility Policy (NDSAP)

Inspiration

This can be used for various purposes including tasks such as exploring growth/inflation in India over the time.

Inflation Expectations in the United States decreased to 3.20 percent in October from 3.40 percent in September of 2025. This dataset provides - United States Consumer Inflation Expectations- actual values, historical data, forecast, chart, statistics, economic calendar and news.

We report average expected inflation rates over the next one through 30 years. Our estimates of expected inflation rates are calculated using a Federal Reserve Bank of Cleveland model that combines financial data and survey-based measures. Released monthly.

Harmonised Indices of Consumer Prices (HICPs) are designed for international comparisons of consumer price inflation. HICP is used for example by the European Central Bank for monitoring of inflation in the Economic and Monetary Union and for the assessment of inflation convergence as required under Article 121 of the Treaty of Amsterdam. For the U.S. and Japan national consumer price indices are used in the table.

Inflation Rate in Canada decreased to 2.20 percent in October from 2.40 percent in September of 2025. This dataset provides - Canada Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

The inflation rate in the United States is expected to decrease to 2.1 percent by 2029. 2022 saw a year of exceptionally high inflation, reaching eight percent for the year. The data represents U.S. city averages. The base period was 1982-84. In economics, the inflation rate is a measurement of inflation, the rate of increase of a price index (in this case: consumer price index). It is the percentage rate of change in prices level over time. The rate of decrease in the purchasing power of money is approximately equal. According to the forecast, prices will increase by 2.9 percent in 2024. The annual inflation rate for previous years can be found here and the consumer price index for all urban consumers here. The monthly inflation rate for the United States can also be accessed here. Inflation in the U.S.Inflation is a term used to describe a general rise in the price of goods and services in an economy over a given period of time. Inflation in the United States is calculated using the consumer price index (CPI). The consumer price index is a measure of change in the price level of a preselected market basket of consumer goods and services purchased by households. This forecast of U.S. inflation was prepared by the International Monetary Fund. They project that inflation will stay higher than average throughout 2023, followed by a decrease to around roughly two percent annual rise in the general level of prices until 2028. Considering the annual inflation rate in the United States in 2021, a two percent inflation rate is a very moderate projection. The 2022 spike in inflation in the United States and worldwide is due to a variety of factors that have put constraints on various aspects of the economy. These factors include COVID-19 pandemic spending and supply-chain constraints, disruptions due to the war in Ukraine, and pandemic related changes in the labor force. Although the moderate inflation of prices between two and three percent is considered normal in a modern economy, countries’ central banks try to prevent severe inflation and deflation to keep the growth of prices to a minimum. Severe inflation is considered dangerous to a country’s economy because it can rapidly diminish the population’s purchasing power and thus damage the GDP .

Price quote data (for locally collected data only) and consumption segment indices that underpin consumer price inflation statistics, giving users access to the detailed data that are used in the construction of the UK’s inflation figures. The data are being made available for research purposes only and are not an accredited official statistic. From October 2024, private school fees and part-time education classes have been included in the consumption segment indices file. For more information on the introduction of consumption segments, please see the Consumer Prices Indices Technical Manual, 2019. Note that this dataset was previously called the consumer price inflation item indices and price quotes dataset.

Inflation Rate in Norway decreased to 3.10 percent in October from 3.60 percent in September of 2025. This dataset provides - Norway Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

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

Graph and download economic data for Inflation, consumer prices for China (FPCPITOTLZGCHN) from 1987 to 2024 about China, consumer, CPI, inflation, price index, indexes, and price.

Hong Kong: Inflation: percent change in the Consumer Price Index: The latest value from 2024 is 1.7 percent, a decline from 2.1 percent in 2023. In comparison, the world average is 6.0 percent, based on data from 155 countries. Historically, the average for Hong Kong from 1982 to 2024 is 3.9 percent. The minimum value, -4 percent, was reached in 1999 while the maximum of 11.2 percent was recorded in 1991.

Brazil: Inflation: percent change in the Consumer Price Index: The latest value from 2024 is 4.4 percent, a decline from 4.6 percent in 2023. In comparison, the world average is 6.0 percent, based on data from 155 countries. Historically, the average for Brazil from 1981 to 2024 is 267.7 percent. The minimum value, 3.2 percent, was reached in 1998 while the maximum of 2947.7 percent was recorded in 1990.

This dataset provides a comprehensive collection of monthly U.S. macroeconomic indicators spanning January 2000 to December 2024.

It was designed specifically for machine learning-based inflation forecasting and includes key economic factors historically associated with inflation trends:

• Consumer Price Index (CPI) & Inflation Rate
• Unemployment Rate
• Federal Funds Rate
• M2 Money Supply
• Crude Oil Prices (WTI)
• Producer Price Index (PPI)

Primary Goal: Build predictive models to forecast year-over-year inflation rates

Possible Use Cases:

• Forecasting inflation using machine learning models like XGBoost, Random Forest, or LSTM.
• Studying relationships between macroeconomic factors and inflationary pressure.
• Comparing classical econometric approaches with modern AI-based forecasting techniques.

Structure: Each CSV contains a Date column and corresponding metric values, making it easy to merge and align data for analysis.

License: MIT License – free to use for research and educational purposes.

Inflation Rate in Australia increased to 3.80 percent in the fourth quarter of 2025 from 3.20 percent in the third quarter of 2025. This dataset provides the latest reported value for - Australia Inflation Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

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.

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

As of July 2025, consumer price index (CPI) inflation in India eased to **** percent from *** percent in the corresponding month last year. This marked an eight-year low and lower than the Reserve Bank of India's tolerance band. CPI is the main measure of inflation in India.

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.

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