100+ datasets found
  1. 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
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    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.

  2. United States: duration of recessions 1854-2024

    • statista.com
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    Statista, United States: duration of recessions 1854-2024 [Dataset]. https://www.statista.com/statistics/1317029/us-recession-lengths-historical/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The Long Depression was, by a large margin, the longest-lasting recession in U.S. history. It began in the U.S. with the Panic of 1873, and lasted for over five years. This depression was the largest in a series of recessions at the turn of the 20th century, which proved to be a period of overall stagnation as the U.S. financial markets failed to keep pace with industrialization and changes in monetary policy. Great Depression The Great Depression, however, is widely considered to have been the most severe recession in U.S. history. Following the Wall Street Crash in 1929, the country's economy collapsed, wages fell and a quarter of the workforce was unemployed. It would take almost four years for recovery to begin. Additionally, U.S. expansion and integration in international markets allowed the depression to become a global event, which became a major catalyst in the build up to the Second World War. Decreasing severity When comparing recessions before and after the Great Depression, they have generally become shorter and less frequent over time. Only three recessions in the latter period have lasted more than one year. Additionally, while there were 12 recessions between 1880 and 1920, there were only six recessions between 1980 and 2020. The most severe recession in recent years was the financial crisis of 2007 (known as the Great Recession), where irresponsible lending policies and lack of government regulation allowed for a property bubble to develop and become detached from the economy over time, this eventually became untenable and the bubble burst. Although the causes of both the Great Depression and Great Recession were similar in many aspects, economists have been able to use historical evidence to try and predict, prevent, or limit the impact of future recessions.

  3. F

    Dates of U.S. recessions as inferred by GDP-based recession indicator

    • fred.stlouisfed.org
    json
    Updated Jul 30, 2025
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    (2025). Dates of U.S. recessions as inferred by GDP-based recession indicator [Dataset]. https://fred.stlouisfed.org/series/JHDUSRGDPBR
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    jsonAvailable download formats
    Dataset updated
    Jul 30, 2025
    License

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

    Description

    Graph and download economic data for Dates of U.S. recessions as inferred by GDP-based recession indicator (JHDUSRGDPBR) from Q4 1967 to Q1 2025 about recession indicators, GDP, and USA.

  4. U.S. monthly projected recession probability 2021-2026

    • statista.com
    Updated Nov 28, 2025
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    Statista (2025). U.S. monthly projected recession probability 2021-2026 [Dataset]. https://www.statista.com/statistics/1239080/us-monthly-projected-recession-probability/
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    Dataset updated
    Nov 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Apr 2021 - Apr 2026
    Area covered
    United States
    Description

    By April 2026, it is projected that there is a probability of ***** percent that the United States will fall into another economic recession. This reflects a significant decrease from the projection of the preceding month.

  5. U

    United States Recession Probability

    • ceicdata.com
    Updated Oct 15, 2025
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    CEICdata.com (2025). United States Recession Probability [Dataset]. https://www.ceicdata.com/en/united-states/recession-probability/recession-probability
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    Dataset updated
    Oct 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
    Apr 1, 2018 - Mar 1, 2019
    Area covered
    United States
    Description

    United States Recession Probability data was reported at 14.120 % in Oct 2019. This records a decrease from the previous number of 14.505 % for Sep 2019. United States Recession Probability data is updated monthly, averaging 7.668 % from Jan 1960 (Median) to Oct 2019, with 718 observations. The data reached an all-time high of 95.405 % in Dec 1981 and a record low of 0.080 % in Sep 1983. United States Recession Probability data remains active status in CEIC and is reported by Federal Reserve Bank of New York. The data is categorized under Global Database’s United States – Table US.S021: Recession Probability.

  6. F

    Real-time Sahm Rule Recession Indicator

    • fred.stlouisfed.org
    json
    Updated Nov 20, 2025
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    (2025). Real-time Sahm Rule Recession Indicator [Dataset]. https://fred.stlouisfed.org/series/SAHMREALTIME
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    jsonAvailable download formats
    Dataset updated
    Nov 20, 2025
    License

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

    Description

    Graph and download economic data for Real-time Sahm Rule Recession Indicator (SAHMREALTIME) from Dec 1959 to Sep 2025 about recession indicators, academic data, and USA.

  7. Weekly Economic Index in the U.S. 2021-2025

    • statista.com
    Updated Nov 28, 2025
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    Statista (2025). Weekly Economic Index in the U.S. 2021-2025 [Dataset]. https://www.statista.com/statistics/1332099/us-weekly-economic-index/
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    Dataset updated
    Nov 28, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2021 - Nov 2025
    Area covered
    United States
    Description

    The Weekly Economic Index (WEI) of the United States exhibited notable fluctuations between January 2021 and November 2025. Throughout this period, the WEI reached its lowest point at negative **** percent in the third week of February 2021, while achieving its peak at ***** percent in the first week of May 2021. From 2021 through the initial half of 2023, the WEI demonstrated a gradual decline, interspersed with occasional minor upturns. This phase was succeeded by a period characterized by a modest overall increase, culminating in a value of **** percent as of November 1, 2025. What is the Weekly Economic Index? The Weekly Economic Index (WEI) is an index of real economic activity using high-frequency data, used to signal the state of the U.S. economy. It is an index of ** daily and weekly indicators, scaled to align with the four-quarter GDP growth rate. The indicators reflected in the WEI cover consumer behavior, the labor market, and production.

  8. F

    NBER based Recession Indicators for the United States from the Period...

    • fred.stlouisfed.org
    json
    Updated Dec 1, 2025
    + more versions
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    (2025). NBER based Recession Indicators for the United States from the Period following the Peak through the Trough [Dataset]. https://fred.stlouisfed.org/series/USREC
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    jsonAvailable download formats
    Dataset updated
    Dec 1, 2025
    License

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

    Area covered
    United States
    Description

    Graph and download economic data for NBER based Recession Indicators for the United States from the Period following the Peak through the Trough (USREC) from Dec 1854 to Nov 2025 about peak, trough, recession indicators, and USA.

  9. Concern around the impact of the European financial crisis on the U.S....

    • statista.com
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    Statista, Concern around the impact of the European financial crisis on the U.S. economy [Dataset]. https://www.statista.com/statistics/226937/american-concern-around-the-impact-of-the-european-financial-crisis-on-the-us-economy/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    May 29, 2012
    Area covered
    United States
    Description

    The statisic shows the concern among Americans around the impact of the European financial crisis on the United States economy. According to the source, 15 percent of those polled stated that they were 'not too concerned' about the impact of the European financial crisis on the U.S. economy.

  10. Data from: Forecasting US Recessions in Real-Time Using Regional Economic...

    • clevelandfed.org
    Updated Nov 10, 2025
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    Federal Reserve Bank of Cleveland (2025). Forecasting US Recessions in Real-Time Using Regional Economic Sentiment [Dataset]. https://www.clevelandfed.org/publications/economic-commentary/2025/ec-202513-forecasting-us-recessions-in-real-time-using-regional-economic-sentiment
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    Dataset updated
    Nov 10, 2025
    Dataset authored and provided by
    Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
    Description

    Measures of regional economic sentiment, extracted from the Beige Book using natural language processing methods, consistently delivered reliable real-time forecasts of US recessions from the mid-1980s through the COVID-19 pandemic recession. Since then, recession risk probabilities have been choppy, with several false alarms. We attribute this unreliability to a post-2021 disconnect between measures of economic activity and the sentiment of business and community leaders.

  11. d

    Global Financial Crisis Special

    • data.gov.tw
    pdf
    Updated Nov 3, 2025
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    Central Bank of the Republic of China(Taiwan) (2025). Global Financial Crisis Special [Dataset]. https://data.gov.tw/en/datasets/175490
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    pdfAvailable download formats
    Dataset updated
    Nov 3, 2025
    Dataset authored and provided by
    Central Bank of the Republic of China(Taiwan)
    License

    https://data.gov.tw/licensehttps://data.gov.tw/license

    Description

    The global financial crisis, triggered by the 2007 subprime mortgage crisis in the United States, has severely affected financial systems and real economies worldwide, leading to the most serious economic recession since the Great Depression of the 1930s. Behind these two economic recessions, despite different historical contexts and approaches to problem-solving, there are common characteristics associated with the mutual impact of financial crises: the essence of a financial crisis lies in financial instability, reflecting the fluctuations in asset prices. In addition to these two severe financial crises, financial crises of varying scales have occurred intermittently internationally. Considering the past and present, people need to think deeper about how to prevent such crises from happening again, especially mainstream macroeconomic thinking that has far-reaching effects should be reassessed.

  12. y

    US Recession Probability

    • ycharts.com
    html
    Updated Nov 5, 2025
    + more versions
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    Federal Reserve Bank of New York (2025). US Recession Probability [Dataset]. https://ycharts.com/indicators/us_recession_probability
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    htmlAvailable download formats
    Dataset updated
    Nov 5, 2025
    Dataset provided by
    YCharts
    Authors
    Federal Reserve Bank of New York
    License

    https://www.ycharts.com/termshttps://www.ycharts.com/terms

    Time period covered
    Jan 31, 1960 - Oct 31, 2026
    Area covered
    United States
    Variables measured
    US Recession Probability
    Description

    View monthly updates and historical trends for US Recession Probability. from United States. Source: Federal Reserve Bank of New York. Track economic data…

  13. Data from: Recessions and the Trend in the US Unemployment Rate

    • clevelandfed.org
    Updated Feb 1, 2021
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    Federal Reserve Bank of Cleveland (2021). Recessions and the Trend in the US Unemployment Rate [Dataset]. https://www.clevelandfed.org/publications/economic-commentary/2021/ec-202101-recessions-and-the-trend-in-the-us-unemployment-rate
    Explore at:
    Dataset updated
    Feb 1, 2021
    Dataset authored and provided by
    Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
    Area covered
    United States
    Description

    The unemployment rate in the United States falls slowly in expansions, and it may not reach its previous low point before the next recession begins. Based on this feature, I document that the frequent recessions prior to 1983 are associated with an upward trend in the unemployment rate. In contrast, the long expansions beginning in 1983 are associated with a downward trend. I then estimate a two-variable vector autoregression (VAR) that includes the unemployment rate and a recession indicator. Long-horizon forecasts from this VAR conditioned on no future recessions project that the unemployment rate will go to 3.6 percent after a long period with no recessions.

  14. Data from: Part-Time for Economic Reasons During the Global Financial Crisis...

    • clevelandfed.org
    Updated Aug 27, 2025
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    Federal Reserve Bank of Cleveland (2025). Part-Time for Economic Reasons During the Global Financial Crisis [Dataset]. https://www.clevelandfed.org/publications/working-paper/2025/wp-2520-part-time-for-economic-reasons-during-the-global-financial-crisis
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    Dataset updated
    Aug 27, 2025
    Dataset authored and provided by
    Federal Reserve Bank of Clevelandhttps://www.clevelandfed.org/
    Description

    Net flows from part-time for noneconomic reasons to part-time for economic reasons contributed substantially to the overall increase in part-time for economic reasons during the Global Financial Crisis in the United States. This suggests that the increase in measures such as U-6 may have overstated the decline in labor demand during that period. However, this does not appear to reflect a general cyclical pattern.

  15. F

    OECD based Recession Indicators for the United States from the Peak through...

    • fred.stlouisfed.org
    json
    Updated Dec 9, 2022
    + more versions
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    (2022). OECD based Recession Indicators for the United States from the Peak through the Period preceding the Trough (DISCONTINUED) [Dataset]. https://fred.stlouisfed.org/series/USARECDP
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    jsonAvailable download formats
    Dataset updated
    Dec 9, 2022
    License

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

    Area covered
    United States
    Description

    Graph and download economic data for OECD based Recession Indicators for the United States from the Peak through the Period preceding the Trough (DISCONTINUED) (USARECDP) from 1947-02-01 to 2022-09-30 about peak, trough, recession indicators, and USA.

  16. Gross domestic product (GDP) of the United States 2030

    • statista.com
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    Statista, Gross domestic product (GDP) of the United States 2030 [Dataset]. https://www.statista.com/statistics/263591/gross-domestic-product-gdp-of-the-united-states/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The statistic shows the gross domestic product (GDP) of the United States from 1987 to 2024, with projections up until 2030. The gross domestic product of the United States in 2024 amounted to around 29.18 trillion U.S. dollars. The United States and the economy The United States’ economy is by far the largest in the world; a status which can be determined by several key factors, one being gross domestic product: A look at the GDP of the main industrialized and emerging countries shows a significant difference between US GDP and the GDP of China, the runner-up in the ranking, as well as the followers Japan, Germany and France. Interestingly, it is assumed that China will have surpassed the States in terms of GDP by 2030, but for now, the United States is among the leading countries in almost all other relevant rankings and statistics, trade and employment for example. See the U.S. GDP growth rate here. Just like in other countries, the American economy suffered a severe setback when the economic crisis occurred in 2008. The American economy entered a recession caused by the collapsing real estate market and increasing unemployment. Despite this, the standard of living is considered quite high; life expectancy in the United States has been continually increasing slightly over the past decade, the unemployment rate in the United States has been steadily recovering and decreasing since the crisis, and the Big Mac Index, which represents the global prices for a Big Mac, a popular indicator for the purchasing power of an economy, shows that the United States’ purchasing power in particular is only slightly lower than that of the euro area.

  17. m

    Data and Code for: The Federal Reserve's Response to the Global Financial...

    • data.mendeley.com
    Updated Jun 12, 2023
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    Arnaud Cedric KAMKOUM (2023). Data and Code for: The Federal Reserve's Response to the Global Financial Crisis and Its Long-Term Impact: An Interrupted Time-Series Natural Experimental Analysis [Dataset]. http://doi.org/10.17632/73cd6mk4dz.1
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    Dataset updated
    Jun 12, 2023
    Authors
    Arnaud Cedric KAMKOUM
    License

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

    Description

    This file contains the data and code for the publication "The Federal Reserve's Response to the Global Financial Crisis and Its Long-Term Impact: An Interrupted Time-Series Natural Experimental Analysis" by A. C. Kamkoum, 2023.

  18. United States: annual number of banks and thrifts 1920-1935

    • statista.com
    Updated Jun 30, 2022
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    Statista (2022). United States: annual number of banks and thrifts 1920-1935 [Dataset]. https://www.statista.com/statistics/1317843/us-number-banks-thrifts-great-depression/
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    Dataset updated
    Jun 30, 2022
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The estimated number of banks and thrifts in the United States fell from around ****** in 1920 to ****** in 1929, when the onset of the Great Depression would then see it fall further, below ****** in 1933. This marks a cumulative decline of over ****** banks and thrifts, which is equal to a drop of more than ** percent in 13 years. Tumultuous Twenties Despite the economic prosperity associated with the Roarin' 1920s in the U.S., it was a tumultuous decade in financial terms, with more separate recessions than any other decade. However, the ***** was also privy to frivolous lending policies among many banks, which saw the banking sector collapse in the wake of the Wall Street Crash in 1929. Many banks failed as the Great Depression and unemployment spread across the country, and customers or businesses could not afford to repay their loans. It was only after this financial crisis where the federal government began keeping more stringent and accurate records on its banking sector, therefore precise figures and the reasons behind these bank failures are not always clear. Franklin D. Roosevelt Just two days after assuming office in 1933, Franklin D. Roosevelt drastically declared a bank holiday, and all banks in the country were closed from ******* until ********. This break allowed Congress to pass the Emergency Banking Act on *******, which saw the Federal Reserve provide deposit insurance for all reopened banks thereafter. Through his first fireside chat, Roosevelt then encouraged Americans to re-deposit their money in the banks again, which successfully restored much of the public's faith in the banking system - it is estimated that over half of the cash withdrawn during the Great Depression was then returned to the banks by ********.

  19. U

    United States GDP Counterfactual Tracker: % Change from Pre-Crisis Trend:...

    • ceicdata.com
    Updated Feb 15, 2025
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    CEICdata.com (2025). United States GDP Counterfactual Tracker: % Change from Pre-Crisis Trend: Low [Dataset]. https://www.ceicdata.com/en/united-states/gdp-growth-tracker-weekly/gdp-counterfactual-tracker--change-from-precrisis-trend-low
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    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
    Nov 14, 2021 - Jan 30, 2022
    Area covered
    United States
    Description

    United States GDP Counterfactual Tracker: % Change from Pre-Crisis Trend: Low data was reported at -3.951 % in 30 Jan 2022. This records an increase from the previous number of -4.087 % for 23 Jan 2022. United States GDP Counterfactual Tracker: % Change from Pre-Crisis Trend: Low data is updated weekly, averaging -4.291 % from May 2020 (Median) to 30 Jan 2022, with 91 observations. The data reached an all-time high of 0.060 % in 14 Nov 2021 and a record low of -17.584 % in 24 May 2020. United States GDP Counterfactual Tracker: % Change from Pre-Crisis Trend: Low data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.WT: GDP Growth Tracker: Weekly.

  20. Latin America between two crises

    • scielo.figshare.com
    tiff
    Updated Jun 20, 2023
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    ANÍBAL PINTO (2023). Latin America between two crises [Dataset]. http://doi.org/10.6084/m9.figshare.23544438.v1
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    tiffAvailable download formats
    Dataset updated
    Jun 20, 2023
    Dataset provided by
    SciELOhttp://www.scielo.org/
    Authors
    ANÍBAL PINTO
    License

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

    Area covered
    Latin America
    Description

    ABSTRACT This work, to begin with, draws attention to the clear contrast between the intensity and evolution of the crisis of the thirties and the one that bursts into the early eighties, originating the so-called “lost decade” which, in fact and except for few exceptions, has not yet been overcome. Several main issues are emphasized. On the one hand, the incidence of the first crisis was substantially more serious than the second. On the other, the external circumstances were more disadvantageous and prolonged due to the repercussion of the crisis on the “central economies” and the incidence of the Second World War. In spite of these circumstances, most of the Latin American countries could initiate their recuperation and maintain their so-called “inward development” up to, approximately, the sixties. In the last part, after analysing different facts which influenced the evolution - mainly, the role played by the central economies in the two recalled crisis -, emphasis is made on the fact that we “live in another Latin America” and that it is necessary, above all, to constitute other socio-political agglomerations inherent to the internal and external realities of present time.

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Shubhaansh Kumar (2023). US Recession Dataset [Dataset]. https://www.kaggle.com/datasets/shubhaanshkumar/us-recession-dataset
Organization logo

US Recession Dataset

Navigating Economic Downturns: A Dataset of Key Indicators and Recession Binary

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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.

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