100+ datasets found
  1. Consumer Price Index

    • kaggle.com
    zip
    Updated Dec 18, 2024
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Francis (2024). Consumer Price Index [Dataset]. https://www.kaggle.com/datasets/noeyislearning/consumer-price-index
    Explore at:
    zip(441177 bytes)Available download formats
    Dataset updated
    Dec 18, 2024
    Authors
    Francis
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    This dataset provides comprehensive historical consumer price index (CPI) data for more than 60 countries, spanning monthly and annual time series. The CPI measures the overall change in the prices of goods and services purchased by households, making it a key macroeconomic indicator for assessing inflation and purchasing power over time. The dataset includes long series that extend back to the mid-19th century for some countries, with an average length of over 60 years for monthly series. The data is widely used as a deflator for other economic series, such as real effective exchange rates and real residential property prices.

    Key Features

    • Global Coverage: CPI data for over 60 countries.
    • Long Time Series: Annual series dating back to the mid-19th century and monthly series averaging over 60 years in length.
    • Deflation Tool: Commonly used as a deflator for other economic indicators.
    • Inflation Measurement: Essential for tracking inflation and assessing purchasing power.
    • Historical Context: Provides insights into economic trends over extended periods.
  2. šŸ“ˆConsumer Price Index - šŸ’°Economics

    • kaggle.com
    zip
    Updated Oct 16, 2023
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    waticson (2023). šŸ“ˆConsumer Price Index - šŸ’°Economics [Dataset]. https://www.kaggle.com/datasets/yutodennou/consumer-price-index-of-japan-by-2022
    Explore at:
    zip(75326 bytes)Available download formats
    Dataset updated
    Oct 16, 2023
    Authors
    waticson
    License

    http://opendatacommons.org/licenses/dbcl/1.0/http://opendatacommons.org/licenses/dbcl/1.0/

    Description

    Consumer Price Index in Japan

    The Consumer Price Index (CPI) measures the monthly change in prices paid by consumers.
    The CPI is one of the most popular measures of inflation and deflation. The CPI report uses a different survey methodology, price samples, and index weights.

    https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2993575%2F128e59ee5a366c1fbc3e9740d26f163c%2F2023-12-13%20191819.png?generation=1702462773030416&alt=media" alt="">

    Files

    This dataset include 4 type of data of the CPI:
    1. Middle level classification index
    (2022_Japan_CPI_middleLevelClassificationIndex.csv)

    1. Composite index excluding imputed rent
      (2022_Japan_CPI_compositeIndexExcludingImputedRent.csv)

    2. Price index by item
      (2022_Japan_CPI_priceIndexByItems.csv)

    3. Goods and service classification index
      (2022_Japan_CPI_GoodsAndServiceClassificationIndex.csv)

    Base year is 2020.

    Data source

    Japanese Government Statistics Portal

  3. Consumer price inflation consumption segment indices and price quotes

    • ons.gov.uk
    • cy.ons.gov.uk
    csv
    Updated Nov 19, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Office for National Statistics (2025). Consumer price inflation consumption segment indices and price quotes [Dataset]. https://www.ons.gov.uk/economy/inflationandpriceindices/datasets/consumerpriceindicescpiandretailpricesindexrpiitemindicesandpricequotes
    Explore at:
    csvAvailable download formats
    Dataset updated
    Nov 19, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    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.

  4. T

    United States S&P Case-Shiller 20-City Composite Home Price Index

    • tradingeconomics.com
    • pt.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Oct 28, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2025). United States S&P Case-Shiller 20-City Composite Home Price Index [Dataset]. https://tradingeconomics.com/united-states/case-shiller-home-price-index
    Explore at:
    json, excel, xml, csvAvailable download formats
    Dataset updated
    Oct 28, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 31, 2000 - Sep 30, 2025
    Area covered
    United States
    Description

    Case Shiller Home Price Index in the United States decreased to 338.25 points in September from 339.99 points in August of 2025. This dataset provides the latest reported value for - United States S&P Case-Shiller Home Price Index - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  5. F

    Consumer Price Index in the United Kingdom

    • fred.stlouisfed.org
    json
    Updated Mar 12, 2018
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    (2018). Consumer Price Index in the United Kingdom [Dataset]. https://fred.stlouisfed.org/series/CPIUKA
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Mar 12, 2018
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Area covered
    United Kingdom
    Description

    Graph and download economic data for Consumer Price Index in the United Kingdom (CPIUKA) from 1209 to 2016 about academic data, United Kingdom, consumer, CPI, price index, indexes, and price.

  6. k

    Percentage change in the Industrial Production Index (IPI) by economic...

    • datasource.kapsarc.org
    Updated Oct 23, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    (2025). Percentage change in the Industrial Production Index (IPI) by economic activity [Dataset]. https://datasource.kapsarc.org/explore/dataset/change-of-consumer-price-index-cpi-inflation-month-to-month/
    Explore at:
    Dataset updated
    Oct 23, 2025
    Description

    Explore the change of Consumer Price Index (CPI) inflation month-to-month dataset, providing valuable insights into economic trends in industrial production, industry, and industrial products. Discover how CPI fluctuations impact these sectors.

    industrial production, Industry, Industrial products

    Saudi Arabia, United States, Chinahttps://data.kapsarc.org for timely data to advance Economy research.

  7. C

    China Consumer Price Index: MoM

    • ceicdata.com
    Updated Feb 15, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    CEICdata.com (2025). China Consumer Price Index: MoM [Dataset]. https://www.ceicdata.com/en/china/consumer-price-index-previous-month100/consumer-price-index-mom
    Explore at:
    Dataset updated
    Feb 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Mar 1, 2024 - Feb 1, 2025
    Area covered
    China
    Variables measured
    Consumer Prices
    Description

    China Consumer Price Index (CPI): MoM data was reported at 99.600 Prev Mth=100 in Mar 2025. This records a decrease from the previous number of 99.800 Prev Mth=100 for Feb 2025. China Consumer Price Index (CPI): MoM data is updated monthly, averaging 100.100 Prev Mth=100 from Jan 1995 (Median) to Mar 2025, with 363 observations. The data reached an all-time high of 103.700 Prev Mth=100 in Jan 1995 and a record low of 98.200 Prev Mth=100 in Jun 1999. China Consumer Price Index (CPI): MoM data remains active status in CEIC and is reported by National Bureau of Statistics. The data is categorized under China Premium Database’s Inflation – Table CN.IA: Consumer Price Index: Previous Month=100.

  8. N

    Nigeria Consumer Price Index: Seasonally Adjusted

    • ceicdata.com
    Updated Dec 15, 2024
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    CEICdata.com (2024). Nigeria Consumer Price Index: Seasonally Adjusted [Dataset]. https://www.ceicdata.com/en/nigeria/consumer-price-index-annual/consumer-price-index-seasonally-adjusted
    Explore at:
    Dataset updated
    Dec 15, 2024
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 1, 2013 - Dec 1, 2024
    Area covered
    Nigeria
    Description

    Nigeria Consumer Price Index (CPI): Seasonally Adjusted data was reported at 725.798 2010=100 in 2024. This records an increase from the previous number of 551.728 2010=100 for 2023. Nigeria Consumer Price Index (CPI): Seasonally Adjusted data is updated yearly, averaging 67.174 2010=100 from Dec 1987 (Median) to 2024, with 38 observations. The data reached an all-time high of 725.798 2010=100 in 2024 and a record low of 1.192 2010=100 in 1987. Nigeria Consumer Price Index (CPI): Seasonally Adjusted data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Nigeria – Table NG.World Bank.GEM: Consumer Price Index: Annual. The consumer price index reflects the change in prices for the average consumer of a constant basket of consumer goods. Data is in nominal terms and seasonally adjusted.

  9. Food Price Outlook

    • agdatacommons.nal.usda.gov
    • datasets.ai
    • +2more
    bin
    Updated Apr 23, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    USDA Economic Research Service (2025). Food Price Outlook [Dataset]. https://agdatacommons.nal.usda.gov/articles/dataset/Food_Price_Outlook/25696563
    Explore at:
    binAvailable download formats
    Dataset updated
    Apr 23, 2025
    Dataset provided by
    Economic Research Servicehttp://www.ers.usda.gov/
    Authors
    USDA Economic Research Service
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    The Consumer Price Index (CPI) for food is a component of the all-items CPI. The CPI measures the average change over time in the prices paid by urban consumers for a representative market basket of consumer goods and services. While the all-items CPI measures the price changes for all consumer goods and services, including food, the CPI for food measures the changes in the retail prices of food items only.This record was taken from the USDA Enterprise Data Inventory that feeds into the https://data.gov catalog. Data for this record includes the following resources: Web page with links to Excel files For complete information, please visit https://data.gov.

  10. T

    PRODUCER PRICES by Country Dataset

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Jul 16, 2013
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2013). PRODUCER PRICES by Country Dataset [Dataset]. https://tradingeconomics.com/country-list/producer-prices
    Explore at:
    xml, csv, json, excelAvailable download formats
    Dataset updated
    Jul 16, 2013
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    World
    Description

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

  11. CPI Consumer Price Index (1913 Jan - 2021 Jun)

    • kaggle.com
    zip
    Updated Aug 4, 2021
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    JS (2021). CPI Consumer Price Index (1913 Jan - 2021 Jun) [Dataset]. https://www.kaggle.com/joseserrat/cpi-consumer-price-index-1913-jan-2021-jun
    Explore at:
    zip(5386 bytes)Available download formats
    Dataset updated
    Aug 4, 2021
    Authors
    JS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Context

    I'm creating a new website (centralbankanalytics.com) in which I need this type of data. I didn't found it easily available as I had to scrape it from an interactive graph, so now I upload it here for everyone.

    Content

    The Consumer Price Index (CPI) is a measure of the average change over time in the prices paid by urban consumers for a market basket of consumer goods and services. Indexes are available for the U.S. and various geographic areas.

  12. T

    United States Core Personal Consumption Expenditure Price Index

    • tradingeconomics.com
    • fa.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Aug 15, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2025). United States Core Personal Consumption Expenditure Price Index [Dataset]. https://tradingeconomics.com/united-states/core-pce-price-index
    Explore at:
    csv, excel, json, xmlAvailable download formats
    Dataset updated
    Aug 15, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 31, 1959 - Aug 31, 2025
    Area covered
    United States
    Description

    Core PCE Price Index in the United States increased to 126.71 points in August from 126.42 points in July of 2025. This dataset provides - United States Core Pce Price Index - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  13. Producer prices in industry, total - monthly data

    • ec.europa.eu
    Updated Oct 10, 2025
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Eurostat (2025). Producer prices in industry, total - monthly data [Dataset]. http://doi.org/10.2908/STS_INPP_M
    Explore at:
    tsv, application/vnd.sdmx.data+csv;version=1.0.0, application/vnd.sdmx.data+csv;version=2.0.0, application/vnd.sdmx.genericdata+xml;version=2.1, json, application/vnd.sdmx.data+xml;version=3.0.0Available download formats
    Dataset updated
    Oct 10, 2025
    Dataset authored and provided by
    Eurostathttps://ec.europa.eu/eurostat
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1976 - Oct 2025
    Area covered
    Euro area – 20 countries (from 2023), Denmark, Hungary, Spain, Greece, Portugal, Switzerland, Lithuania, Croatia, Cyprus
    Description

    Short-term business statistics (STS) give information on a wide range of economic activities. All STS data are index data. Additionally, annual absolute values are released for building permits indicators. Percentage changes are also available for each indicator: Infra-annual percentage changes - changes between two consecutive months or quarters - are calculated on the basis of non-adjusted data (prices) or calendar and seasonally adjusted data (volume and value indicators) and year-on-year changes - comparing a period to the same period one year ago - are calculated on the basis of non-adjusted data (prices and employment) or calendar adjusted data (volume and value indicators).

    The index data are generally presented in the following forms:

    • unadjusted
    • calendar adjusted
    • calendar and seasonally adjusted.

    Depending on the EBS Regulation data are accessible as monthly, quarterly and annual data.

    The STS indicators are listed below in five different sectors, reflecting the dissemination of these data in Eurostat’s online database ā€œEurobaseā€.

    Based on the national data, Eurostat compiles short-term indicators for the EU and euro area. Among these, a list of indicators, called Principal European Economic Indicators (PEEIs) has been identified by key users as being of primary importance for the conduct of monetary and economic policy of the euro area. The PEEIs contributed by STS are marked with * in the text below.

    The euro indicators are released through Eurostat's website.

    INDUSTRY

    • production (volume)*
    • turnover: Total, Domestic market and Non-domestic market. A further breakdown of the non-domestic turnover into euro area and non-euro area is available for the euro area countries.
    • producer prices (output prices)*: Total, Domestic market and Non-domestic market. A further breakdown of the non-domestic producer prices into euro area and non-euro area is available for the euro area countries.
    • import prices*: Total, euro area market, Non euro area market (euro area countries only)
    • labour input indicators: Number of employees and self-employed persons, Hours worked by employees, Gross wages and salaries

    CONSTRUCTION

    • production (volume)*
    • building permits indicators*: number of dwellings, square meters of useful floor
    • producer (output) prices in construction (if not available, they can be approximated by the construction costs variable)
    • labour input indicators: number of employees and self-employed persons, hours worked by employees, gross wages and salaries

    TRADE

    • volume of sales (deflated turnover)*
    • turnover (value)
    • labour input indicators: number of employees and self-employed persons, hours worked by employees, gross wages and salaries

    SERVICES

    • production (volume)*
    • turnover (in value)
    • labour input indicators: number of employees and self-employed persons, hours worked by employees, gross wages and salaries
    • producer prices (output prices)*

    MARKET ECONOMY

    • total market production (volume)
    • registrations
    • bankruptcies

    National reference metadata of the reporting countries are available in the Annexes to this metadata file.

  14. Consumer Price Index - India Inflation Data

    • kaggle.com
    zip
    Updated Nov 9, 2021
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Satyam Prasad Tiwari (2021). Consumer Price Index - India Inflation Data [Dataset]. https://www.kaggle.com/datasets/satyampd/consumer-price-index-india-inflation-data
    Explore at:
    zip(15047 bytes)Available download formats
    Dataset updated
    Nov 9, 2021
    Authors
    Satyam Prasad Tiwari
    Area covered
    India
    Description

    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.

  15. e

    Producer Prices Index; by economic activity SIC2008, 2010=100, 1981-2017

    • data.europa.eu
    • ckan.mobidatalab.eu
    • +3more
    atom feed, json
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Producer Prices Index; by economic activity SIC2008, 2010=100, 1981-2017 [Dataset]. https://data.europa.eu/data/datasets/4850-producer-prices-index-by-economic-activity-sic2008-2010-100-1981-2017?locale=sv
    Explore at:
    json, atom feedAvailable download formats
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Selection possibilities: Index numbers, developments month-to-month and year-to-year for (sub)sections and division according to the Standard Business Classification distinguished to domestic output prices, non-domestic output prices and total output prices.

    Data available from January 1981 up to and including December 2017

    Status of the figures: The data for August 2017 up to and including December 2017 and the 2017 annual rate are provisional. Since this table has been stopped, the data is no longer made definitive.

    Changes as of March 19th 2018 None, this table is stopped.

    When will new figures be published? The results in this series are based on 2010=100. Due to the base shift this table is stopped. Figures based on 2015=100 are published in table Producer Price Index; output prices by economic activity SIC 2008, 2015=100. Further information, see Base Year Revision Industrial Producer Price Index, 2015=100 in paragraph 3.

  16. T

    Sierra Leone Consumer Price Index Cpi

    • tradingeconomics.com
    • de.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Oct 15, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2025). Sierra Leone Consumer Price Index Cpi [Dataset]. https://tradingeconomics.com/sierra-leone/consumer-price-index-cpi
    Explore at:
    excel, csv, xml, jsonAvailable download formats
    Dataset updated
    Oct 15, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 31, 2021 - Oct 31, 2025
    Area covered
    Sierra Leone
    Description

    Consumer Price Index CPI in Sierra Leone decreased to 245.10 points in October from 246.40 points in September of 2025. This dataset provides - Sierra Leone Consumer Price Index Cpi- actual values, historical data, forecast, chart, statistics, economic calendar and news.

  17. UK House Price Index: monthly price statistics

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Nov 19, 2025
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Office for National Statistics (2025). UK House Price Index: monthly price statistics [Dataset]. https://www.ons.gov.uk/economy/inflationandpriceindices/datasets/ukhousepriceindexmonthlypricestatistics
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Nov 19, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    United Kingdom
    Description

    Summary of UK House Price Index (HPI) price statistics covering England, Scotland, Wales and Northern Ireland. Full UK HPI data are available on GOV.UK.

  18. US Financial Indicators - 1974 to 2024

    • kaggle.com
    zip
    Updated Nov 25, 2024
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Abhishek Bhatnagar (2024). US Financial Indicators - 1974 to 2024 [Dataset]. https://www.kaggle.com/datasets/abhishekb7/us-financial-indicators-1974-to-2024
    Explore at:
    zip(15336 bytes)Available download formats
    Dataset updated
    Nov 25, 2024
    Authors
    Abhishek Bhatnagar
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Area covered
    United States
    Description

    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

    imagehttps://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:/...

  19. T

    CONSUMER PRICE INDEX CPI by Country in EUROPE/1000

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Jan 11, 2024
    + more versions
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    TRADING ECONOMICS (2024). CONSUMER PRICE INDEX CPI by Country in EUROPE/1000 [Dataset]. https://tradingeconomics.com/country-list/consumer-price-index-cpi?continent=europe/1000
    Explore at:
    csv, excel, xml, jsonAvailable download formats
    Dataset updated
    Jan 11, 2024
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    Europe
    Description

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

  20. Consumer Price Index (CPI)

    • kaggle.com
    zip
    Updated Feb 16, 2020
    Share
    FacebookFacebook
    TwitterTwitter
    Email
    Click to copy link
    Link copied
    Close
    Cite
    Adam Avigan (2020). Consumer Price Index (CPI) [Dataset]. https://www.kaggle.com/aavigan/consumer-price-index-usa-all-items
    Explore at:
    zip(7653 bytes)Available download formats
    Dataset updated
    Feb 16, 2020
    Authors
    Adam Avigan
    Description

    Context

    CPI measures changes in the price level of a weighted average market basket of consumer goods and services purchased by households. Difference in CPI over time can be used as a measure of inflation. CPI can therefore be used to adjust real values to account for the effect of inflation.

    Content

    USACPIALLMINMEI.csv - time series represnting CPI sampled monthly spanning from January 1960 to November 2019.

    Acknowledgements

    Data was downloaded from Federal Reserve Economic Data (FRED) website.

    Inspiration

    Useful dataset for analyzing economic data.

Share
FacebookFacebook
TwitterTwitter
Email
Click to copy link
Link copied
Close
Cite
Francis (2024). Consumer Price Index [Dataset]. https://www.kaggle.com/datasets/noeyislearning/consumer-price-index
Organization logo

Consumer Price Index

Historical CPI Data for Over 60 Countries

Explore at:
zip(441177 bytes)Available download formats
Dataset updated
Dec 18, 2024
Authors
Francis
License

https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

Description

This dataset provides comprehensive historical consumer price index (CPI) data for more than 60 countries, spanning monthly and annual time series. The CPI measures the overall change in the prices of goods and services purchased by households, making it a key macroeconomic indicator for assessing inflation and purchasing power over time. The dataset includes long series that extend back to the mid-19th century for some countries, with an average length of over 60 years for monthly series. The data is widely used as a deflator for other economic series, such as real effective exchange rates and real residential property prices.

Key Features

  • Global Coverage: CPI data for over 60 countries.
  • Long Time Series: Annual series dating back to the mid-19th century and monthly series averaging over 60 years in length.
  • Deflation Tool: Commonly used as a deflator for other economic indicators.
  • Inflation Measurement: Essential for tracking inflation and assessing purchasing power.
  • Historical Context: Provides insights into economic trends over extended periods.
Search
Clear search
Close search
Google apps
Main menu