100+ datasets found
  1. T

    Russia Inflation Rate

    • tradingeconomics.com
    • it.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Nov 14, 2025
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    TRADING ECONOMICS (2025). Russia Inflation Rate [Dataset]. https://tradingeconomics.com/russia/inflation-cpi
    Explore at:
    json, excel, csv, xmlAvailable download formats
    Dataset updated
    Nov 14, 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
    Dec 31, 1991 - Oct 31, 2025
    Area covered
    Russia
    Description

    Inflation Rate in Russia decreased to 7.70 percent in October from 8 percent in September of 2025. This dataset provides - Russia Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  2. F

    Inflation, consumer prices for the United States

    • fred.stlouisfed.org
    json
    Updated Apr 16, 2025
    + more versions
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    (2025). Inflation, consumer prices for the United States [Dataset]. https://fred.stlouisfed.org/series/FPCPITOTLZGUSA
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Apr 16, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Area covered
    United States
    Description

    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.

  3. Mexico Inflation Forecast Dataset

    • focus-economics.com
    html
    Updated Jun 6, 2025
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    FocusEconomics (2025). Mexico Inflation Forecast Dataset [Dataset]. https://www.focus-economics.com/country-indicator/mexico/inflation/
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Jun 6, 2025
    Dataset authored and provided by
    FocusEconomics
    License

    https://www.focus-economics.com/terms-and-conditions/https://www.focus-economics.com/terms-and-conditions/

    Time period covered
    2014 - 2025
    Area covered
    Mexico
    Variables measured
    forecast, mexico_inflation
    Description

    Monthly and long-term Mexico Inflation data: historical series and analyst forecasts curated by FocusEconomics.

  4. T

    Turkey Inflation Rate

    • tradingeconomics.com
    • fa.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Sep 3, 2025
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    TRADING ECONOMICS (2025). Turkey Inflation Rate [Dataset]. https://tradingeconomics.com/turkey/inflation-cpi
    Explore at:
    json, excel, xml, csvAvailable download formats
    Dataset updated
    Sep 3, 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, 1965 - Oct 31, 2025
    Area covered
    Türkiye
    Description

    Inflation Rate in Turkey decreased to 32.87 percent in October from 33.29 percent in September of 2025. This dataset provides the latest reported value for - Turkey Inflation Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  5. T

    INFLATION RATE by Country in AFRICA

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Dec 2, 2025
    + more versions
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    TRADING ECONOMICS (2025). INFLATION RATE by Country in AFRICA [Dataset]. https://tradingeconomics.com/country-list/inflation-rate?continent=africa
    Explore at:
    xml, excel, json, csvAvailable download formats
    Dataset updated
    Dec 2, 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
    2025
    Area covered
    Africa
    Description

    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.

  6. T

    United States Food Inflation

    • tradingeconomics.com
    • tr.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Sep 15, 2025
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    TRADING ECONOMICS (2025). United States Food Inflation [Dataset]. https://tradingeconomics.com/united-states/food-inflation
    Explore at:
    csv, excel, json, xmlAvailable download formats
    Dataset updated
    Sep 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, 1914 - Sep 30, 2025
    Area covered
    United States
    Description

    Cost of food in the United States increased 3.10 percent in September of 2025 over the same month in the previous year. This dataset provides the latest reported value for - United States Food Inflation - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  7. Chile Inflation Forecast Dataset

    • focus-economics.com
    html
    Updated Oct 30, 2025
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    FocusEconomics (2025). Chile Inflation Forecast Dataset [Dataset]. https://www.focus-economics.com/country-indicator/chile/inflation/
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Oct 30, 2025
    Dataset authored and provided by
    FocusEconomics
    License

    https://www.focus-economics.com/terms-and-conditions/https://www.focus-economics.com/terms-and-conditions/

    Time period covered
    2014 - 2025
    Area covered
    Chile
    Variables measured
    forecast, chile_inflation
    Description

    Monthly and long-term Chile Inflation data: historical series and analyst forecasts curated by FocusEconomics.

  8. T

    Norway Inflation Rate

    • tradingeconomics.com
    • zh.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Oct 10, 2025
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    TRADING ECONOMICS (2025). Norway Inflation Rate [Dataset]. https://tradingeconomics.com/norway/inflation-cpi
    Explore at:
    excel, csv, json, xmlAvailable download formats
    Dataset updated
    Oct 10, 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, 1950 - Oct 31, 2025
    Area covered
    Norway
    Description

    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.

  9. U.S. annual inflation rate 1990-2023

    • statista.com
    • abripper.com
    Updated Aug 21, 2024
    + more versions
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    Statista (2024). U.S. annual inflation rate 1990-2023 [Dataset]. https://www.statista.com/statistics/191077/inflation-rate-in-the-usa-since-1990/
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    Dataset updated
    Aug 21, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In economics, the inflation rate is a measure of the change in price of a basket of goods. The most common measure being the consumer price index. It is the percentage rate of change in price level over time, and also indicates the rate of decrease in the purchasing power of money. The annual rate of inflation for 2023, was 4.1 percent higher in the United States when compared to the previous year. More information on inflation and the consumer price index can be found on our dedicated topic page. Additionally, the monthly rate of inflation in the United States can be accessed here. Inflation and purchasing power Inflation is a key economic indicator, and gives economists and consumers alike a look at changes in prices in the wider economy. For example, if an average pair of socks costs 100 dollars one year and 105 dollars the following year, the inflation rate is five percent. This means the amount of goods an individual can purchase with a unit of currency has decreased. This concept is often referred to as purchasing power. The data presents the average rate of inflation in a year, whereas the monthly measure of inflation measures the change in prices compared with prices one year ago. For example, monthly inflation in the U.S. reached a peak in June 2022 at 9.1 percent. This means that prices were 9.1 percent higher than they were in June of 2021. The purchasing power is the extent to which a person has available funds to make purchases. The Big Mac Index has been published by The Economist since 1986 and exemplifies purchasing power on a global scale, allowing us to see note the differences between different countries currencies. Switzerland for example, has the most expensive Big Mac in the world, costing consumers 6.71 U.S. dollars as of July 2022, whereas a Big Mac cost 5.15 dollars in the United States, and 4.77 dollars in the Euro area. One of the most important tools in influencing the rate of inflation is interest rates. The Federal Reserve of the United States has the capacity to make changes to the federal interest rate . Changes to the rate of inflation are thought to be an imbalance between supply and demand. After COVID-19 related lockdowns came to an end there was a sudden increase in demand for goods and services with consumers having more funds than usual thanks to reduced spending during lockdown and government funded economic support. Additionally, supply-chain related bottlenecks also due to lockdowns around the world and the Russian invasion of Ukraine meant that there was a decrease in the supply of goods and services. By increasing the interest rate, the Federal Reserve aims to reduce spending, and thus bring demand back into balance with supply.

  10. Argentina Inflation Forecast Dataset

    • focus-economics.com
    html
    Updated Jun 6, 2025
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    FocusEconomics (2025). Argentina Inflation Forecast Dataset [Dataset]. https://www.focus-economics.com/country-indicator/argentina/inflation/
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Jun 6, 2025
    Dataset authored and provided by
    FocusEconomics
    License

    https://www.focus-economics.com/terms-and-conditions/https://www.focus-economics.com/terms-and-conditions/

    Time period covered
    2014 - 2025
    Area covered
    Argentina
    Variables measured
    forecast, argentina_inflation
    Description

    Monthly and long-term Argentina Inflation data: historical series and analyst forecasts curated by FocusEconomics.

  11. Saudi Arabia Inflation Forecast Dataset

    • focus-economics.com
    html
    Updated Jun 6, 2025
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    FocusEconomics (2025). Saudi Arabia Inflation Forecast Dataset [Dataset]. https://www.focus-economics.com/country-indicator/saudi-arabia/inflation/
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Jun 6, 2025
    Dataset authored and provided by
    FocusEconomics
    License

    https://www.focus-economics.com/terms-and-conditions/https://www.focus-economics.com/terms-and-conditions/

    Time period covered
    2014 - 2025
    Area covered
    Saudi Arabia
    Variables measured
    forecast, saudi_arabia_inflation
    Description

    Monthly and long-term Saudi Arabia Inflation data: historical series and analyst forecasts curated by FocusEconomics.

  12. T

    Nigeria Inflation Rate

    • tradingeconomics.com
    • de.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Sep 15, 2025
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    TRADING ECONOMICS (2025). Nigeria Inflation Rate [Dataset]. https://tradingeconomics.com/nigeria/inflation-cpi
    Explore at:
    xml, excel, json, csvAvailable download formats
    Dataset updated
    Sep 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, 1996 - Oct 31, 2025
    Area covered
    Nigeria
    Description

    Inflation Rate in Nigeria decreased to 16.05 percent in October from 18.02 percent in September of 2025. This dataset provides - Nigeria Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  13. Peru Inflation Forecast Dataset

    • focus-economics.com
    html
    Updated Oct 10, 2025
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    FocusEconomics (2025). Peru Inflation Forecast Dataset [Dataset]. https://www.focus-economics.com/country-indicator/peru/inflation/
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Oct 10, 2025
    Dataset authored and provided by
    FocusEconomics
    License

    https://www.focus-economics.com/terms-and-conditions/https://www.focus-economics.com/terms-and-conditions/

    Time period covered
    2014 - 2025
    Area covered
    Peru
    Variables measured
    forecast, peru_inflation
    Description

    Monthly and long-term Peru Inflation data: historical series and analyst forecasts curated by FocusEconomics.

  14. US Recession Dataset

    • kaggle.com
    zip
    Updated May 14, 2023
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    Shubhaansh Kumar (2023). US Recession Dataset [Dataset]. https://www.kaggle.com/datasets/shubhaanshkumar/us-recession-dataset
    Explore at:
    zip(39062 bytes)Available download formats
    Dataset updated
    May 14, 2023
    Authors
    Shubhaansh Kumar
    License

    https://cdla.io/sharing-1-0/https://cdla.io/sharing-1-0/

    Area covered
    United States
    Description

    This dataset includes various economic indicators such as stock market performance, inflation rates, GDP, interest rates, employment data, and housing index, all of which are crucial for understanding the state of the economy. By analysing this dataset, one can gain insights into the causes and effects of past recessions in the US, which can inform investment decisions and policy-making.

    There are 20 columns and 343 rows spanning 1990-04 to 2022-10

    The columns are:

    1. Price: Price column refers to the S&P 500 lot price over the years. The S&P 500 is a stock market index that measures the performance of 500 large companies listed on stock exchanges in the United States. This variable represents the value of the S&P 500 index from 1980 to present. Industrial Production: This variable measures the output of industrial establishments in the manufacturing, mining, and utilities sectors. It reflects the overall health of the manufacturing industry, which is a key component of the US economy.

    2. INDPRO: Industrial production measures the output of the manufacturing, mining, and utility sectors of the economy. It provides insights into the overall health of the economy, as a decline in industrial production can indicate a slowdown in economic activity. This data can be used by policymakers and investors to assess the state of the economy and make informed decisions.

    3. CPI: CPI stands for Consumer Price Index, which measures the change in the prices of a basket of goods and services that consumers purchase. CPI inflation represents the rate at which the prices of goods and services in the economy are increasing.

    4. Treasure Bill rate (3 month to 30 Years): Treasury bills (T-bills) are short-term debt securities issued by the US government. This variable represents the interest rates on T-bills with maturities ranging from 3 months to 30 years. It reflects the cost of borrowing money for the government and provides an indication of the overall level of interest rates in the economy.

    5. GDP: GDP stands for Gross Domestic Product, which is the value of all goods and services produced in a country. This dataset is taking into account only the Nominal GDP values. Nominal GDP represents the total value of goods and services produced in the US economy without accounting for inflation.

    6. Rate: The Federal Funds Rate is the interest rate at which depository institutions lend reserve balances to other depository institutions overnight. It is set by the Federal Reserve and is used as a tool to regulate the money supply in the economy.

    7. BBK_Index: The BBKI are maintained and produced by the Indiana Business Research Center at the Kelley School of Business at Indiana University. The BBK Coincident and Leading Indexes and Monthly GDP Growth for the U.S. are constructed from a collapsed dynamic factor analysis of a panel of 490 monthly measures of real economic activity and quarterly real GDP growth. The BBK Leading Index is the leading subcomponent of the cycle measured in standard deviation units from trend real GDP growth.

    8. Housing Index: This variable represents the value of the housing market in the US. It is calculated based on the prices of homes sold in the market and provides an indication of the overall health of the housing market.

    9. Recession binary column: This variable is a binary indicator that takes a value of 1 when the US economy is in a recession and 0 otherwise. It is based on the official business cycle dates provided by the National Bureau of Economic Research.

  15. T

    Brazil Inflation Rate

    • tradingeconomics.com
    • ru.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Nov 11, 2025
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    TRADING ECONOMICS (2025). Brazil Inflation Rate [Dataset]. https://tradingeconomics.com/brazil/inflation-cpi
    Explore at:
    json, excel, xml, csvAvailable download formats
    Dataset updated
    Nov 11, 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
    Dec 31, 1980 - Oct 31, 2025
    Area covered
    Brazil
    Description

    Inflation Rate in Brazil decreased to 4.68 percent in October from 5.17 percent in September of 2025. This dataset provides - Brazil Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

  16. US Turkey Production

    • kaggle.com
    zip
    Updated Dec 19, 2023
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    The Devastator (2023). US Turkey Production [Dataset]. https://www.kaggle.com/datasets/thedevastator/us-turkey-production
    Explore at:
    zip(4368 bytes)Available download formats
    Dataset updated
    Dec 19, 2023
    Authors
    The Devastator
    Area covered
    United States
    Description

    US Turkey Production

    US Turkey Production: Value, Pounds, and Turkey Numbers

    By Throwback Thursday [source]

    About this dataset

    The dataset titled Turkey Production in the US: 1984-2016 provides comprehensive information on the value of turkey production, pounds produced, and the number of turkeys raised in the United States. This dataset draws data from the United States Department of Agriculture Economic Research Service (USDA ERS) and covers a period spanning from 1984 to 2016.

    This dataset includes multiple columns that offer crucial insights into turkey production trends over time. Firstly, there are columns dedicated to capturing the value of turkey production both in raw monetary terms and after adjusting for inflation. These values are reported in US dollars and serve as indicators of the economic significance and growth within this sector.

    Additionally, this dataset presents data on pounds produced, which measures the total weight of turkeys produced within a given year. This information is essential for assessing production levels and fluctuations over time.

    Moreover, another key column provides details on turkeys raised annually. This metric represents the total number of turkeys bred or developed during each specific year. By tracking changes in these figures across different years, it becomes possible to discern patterns related to turkey farming practices or industry demand.

    In summary, this extensive dataset offers rich insights into various aspects relating to turkey production in the United States between 1984 and 2016. It covers significant variables such as value of production (adjusted for inflation), pounds produced, and number of turkeys raised throughout these years. With such detailed data available within this dataset, researchers can delve into analyzing historical trends while policymakers can make well-informed decisions based on an understanding of past developments in this crucial industry sector

    How to use the dataset

    This dataset provides information on the value of turkey production, pounds produced, and the number of turkeys raised in the United States from 1984 to 2016. It can be used for analysis or research purposes related to turkey production trends and patterns over this period.

    Here's a guide on how to effectively utilize this dataset:

    • Understanding the Columns:

      • Year: This column represents the year in which the data was recorded.
      • Value of Production: This column shows the total value of turkey production in dollars for a given year.
      • Value of Production - Inflation Adjusted: This column provides an adjusted value of turkey production, taking inflation into account.
      • Pounds Produced: This column displays the total weight of turkeys produced in pounds for a given year.
      • Turkeys Raised: This column indicates the total number of turkeys raised for a given year.
    • Analyzing Turkey Production Trends: You can analyze how turkey production has changed over time by examining each variable individually or comparing them with each other. For example:

      • Plotting Year against Value of Production will give you an overview of how turkey production's value has evolved over the years.
      • Analyzing Pounds Produced and Turkeys Raised together could provide insights into productivity per bird.
    • Identifying Factors Affecting Turkey Production: Use this dataset to investigate factors that may have influenced changes in turkey production from 1984-2016. Consider exploring these questions:

      • Are there any notable spikes or declines in value, pounds produced, or turkeys raised? What could be causing these patterns?
      • How does inflation-adjusted value differ from nominal value? Can you identify any trends related to economic conditions?
    • Comparing Data Across Years: By grouping data by specific years or sets of years, you can make comparisons and identify trends. Some potential questions to explore include:

      • How has turkey production changed before and after significant events, such as economic recessions or disease outbreaks?
      • Have there been any notable shifts in turkey production methods or technology that may have affected the industry's performance?
    • Potential Applications:

      • Researchers: This dataset can be valuable for researchers studying the economics and market dynamics of turkey production in the United States. You can use these data points to analyze long-term trends, identify influential factors, and develop predictive models.
      • Investors: Investors interested in the agriculture

    Research Ideas

    • Analyzing Trends: This dataset can be used to an...
  17. T

    Argentina Inflation Rate

    • tradingeconomics.com
    • pl.tradingeconomics.com
    • +13more
    csv, excel, json, xml
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    TRADING ECONOMICS, Argentina Inflation Rate [Dataset]. https://tradingeconomics.com/argentina/inflation-cpi
    Explore at:
    xml, excel, csv, jsonAvailable download formats
    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, 1944 - Oct 31, 2025
    Area covered
    Argentina
    Description

    Inflation Rate in Argentina decreased to 31.30 percent in October from 31.80 percent in September of 2025. This dataset provides the latest reported value for - Argentina Inflation Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

  18. N

    Comprehensive Median Household Income and Distribution Dataset for Economy,...

    • neilsberg.com
    Updated Jan 11, 2024
    + more versions
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    Neilsberg Research (2024). Comprehensive Median Household Income and Distribution Dataset for Economy, PA: Analysis by Household Type, Size and Income Brackets [Dataset]. https://www.neilsberg.com/research/datasets/cd983dd8-b041-11ee-aaca-3860777c1fe6/
    Explore at:
    Dataset updated
    Jan 11, 2024
    Dataset authored and provided by
    Neilsberg Research
    License

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

    Area covered
    Economy, Pennsylvania
    Dataset funded by
    Neilsberg Research
    Description
    About this dataset

    Context

    The dataset tabulates the median household income in Economy. It can be utilized to understand the trend in median household income and to analyze the income distribution in Economy by household type, size, and across various income brackets.

    Content

    The dataset will have the following datasets when applicable

    Please note: The 2020 1-Year ACS estimates data was not reported by the Census Bureau due to the impact on survey collection and analysis caused by COVID-19. Consequently, median household income data for 2020 is unavailable for large cities (population 65,000 and above).

    • Economy, PA Median Household Income Trends (2010-2021, in 2022 inflation-adjusted dollars)
    • Median Household Income Variation by Family Size in Economy, PA: Comparative analysis across 7 household sizes
    • Income Distribution by Quintile: Mean Household Income in Economy, PA
    • Economy, PA households by income brackets: family, non-family, and total, in 2022 inflation-adjusted dollars

    Good to know

    Margin of Error

    Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

    Custom data

    If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

    Inspiration

    Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

    Interested in deeper insights and visual analysis?

    Explore our comprehensive data analysis and visual representations for a deeper understanding of Economy median household income. You can refer the same here

  19. D

    Data from: Controlling for p-value inflation in allele frequency change in...

    • datasetcatalog.nlm.nih.gov
    • data.niaid.nih.gov
    • +3more
    Updated Nov 14, 2016
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    Jensen, Henrik; Pärn, Henrik; Kemppainen, Petri; Husby, Arild; Billing, Anna M.; Rønning, Bernt; Lien, Sigbjorn; Hagen, Ingerid J.; Ringsby, Thor Harald; Sæther, Bernt-Erik; Kvalnes, Thomas (2016). Controlling for p-value inflation in allele frequency change in experimental evolution and artificial selection experiments [Dataset]. http://doi.org/10.5061/dryad.vv527
    Explore at:
    Dataset updated
    Nov 14, 2016
    Authors
    Jensen, Henrik; Pärn, Henrik; Kemppainen, Petri; Husby, Arild; Billing, Anna M.; Rønning, Bernt; Lien, Sigbjorn; Hagen, Ingerid J.; Ringsby, Thor Harald; Sæther, Bernt-Erik; Kvalnes, Thomas
    Description

    Experimental evolution studies can be used to explore genomic response to artificial and natural selection. In such studies, loci that display larger allele frequency change than expected by genetic drift alone are assumed to be directly or indirectly associated with traits under selection. However, such studies report surprisingly many loci under selection, suggesting that current tests for allele frequency change may be subject to p-value inflation and hence be anti-conservative. One factor known from genome wide association (GWA) studies to cause p-value inflation is population stratification, such as relatedness among individuals. Here we suggest that by treating presence of an individual in a population after selection as a binary response variable, existing GWA methods can be used to account for relatedness when estimating allele frequency change. We show that accounting for relatedness like this effectively reduces false positives in tests for allele frequency change in simulated data with varying levels of population structure. However, once relatedness has been accounted for, the power to detect causal loci under selection is low. Finally, we demonstrate the presence of p-value inflation in allele frequency change in empirical data spanning multiple generations from an artificial selection experiment on tarsus length in two wild populations of house sparrow, and correct for this using genomic control. Our results indicate that since allele frequencies in large parts of the genome may change when selection acts on a heritable trait, such selection is likely to have considerable and immediate consequences for the eco-evolutionary dynamics of the affected populations.

  20. T

    Morocco Inflation Rate

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    • jp.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Nov 21, 2025
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    TRADING ECONOMICS (2025). Morocco Inflation Rate [Dataset]. https://tradingeconomics.com/morocco/inflation-cpi
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    json, excel, csv, xmlAvailable download formats
    Dataset updated
    Nov 21, 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, 2008 - Oct 31, 2025
    Area covered
    Morocco
    Description

    Inflation Rate in Morocco decreased to 0.10 percent in October from 0.40 percent in September of 2025. This dataset provides - Morocco Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

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TRADING ECONOMICS (2025). Russia Inflation Rate [Dataset]. https://tradingeconomics.com/russia/inflation-cpi

Russia Inflation Rate

Russia Inflation Rate - Historical Dataset (1991-12-31/2025-10-31)

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40 scholarly articles cite this dataset (View in Google Scholar)
json, excel, csv, xmlAvailable download formats
Dataset updated
Nov 14, 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
Dec 31, 1991 - Oct 31, 2025
Area covered
Russia
Description

Inflation Rate in Russia decreased to 7.70 percent in October from 8 percent in September of 2025. This dataset provides - Russia Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

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