United States Interest Rates: 12 Months Expectation: Lower data was reported at 21.400 % in Apr 2025. This records a decrease from the previous number of 23.300 % for Mar 2025. United States Interest Rates: 12 Months Expectation: Lower data is updated monthly, averaging 12.100 % from Jun 1987 (Median) to Apr 2025, with 455 observations. The data reached an all-time high of 45.800 % in Jan 1991 and a record low of 5.200 % in Jun 2018. United States Interest Rates: 12 Months Expectation: Lower data remains active status in CEIC and is reported by The Conference Board. The data is categorized under Global Database’s United States – Table US.H051: Consumer Confidence Index: Interest Rate Expectation. [COVID-19-IMPACT]

United States CSI: Expected Interest Rates: Next Yr: Go Down data was reported at 4.000 % in May 2018. This records a decrease from the previous number of 6.000 % for Apr 2018. United States CSI: Expected Interest Rates: Next Yr: Go Down data is updated monthly, averaging 11.000 % from Jan 1978 (Median) to May 2018, with 485 observations. The data reached an all-time high of 54.000 % in Jun 1980 and a record low of 3.000 % in May 2014. United States CSI: Expected Interest Rates: Next Yr: Go Down data remains active status in CEIC and is reported by University of Michigan. The data is categorized under Global Database’s USA – Table US.H030: Consumer Sentiment Index: Unemployment, Interest Rates, Prices and Government Expectations. The question was: No one can say for sure, but what do you think will happen to interest rates for borrowing money during the next 12 months -- will they go up, stay the same, or go down?

Graph and download economic data for Interest Rates: Immediate Rates (< 24 Hours): Federal Funds Rate: Total for United States (IRSTFR01USQ156N) from Q1 1960 to Q4 2023 about federal, interest rate, interest, rate, and USA.

Graph and download economic data for Interest Rates: Immediate Rates (< 24 Hours): Prime Rates: Total for United States (IRSTPI01USM156N) from Jan 1960 to Dec 2023 about prime, interest rate, interest, rate, and USA.

****Dataset Overview**** This dataset contains historical macroeconomic data, featuring key economic indicators in the United States. It includes important metrics such as the Consumer Price Index (CPI), Retail Sales, Unemployment Rate, Industrial Production, Money Supply (M2), and more. The dataset spans from 1993 to the present and includes monthly data on various economic indicators, processed to show their rate of change (either percentage or absolute difference, depending on the indicator).

provenance

The data in this dataset is sourced from the Federal Reserve Economic Data (FRED) database, hosted by the Federal Reserve Bank of St. Louis. FRED provides access to a wide range of economic data, including key macroeconomic indicators for the United States. My work involved calculating the rate of change (ROC) for each indicator and reorganizing the data into a more usable format for analysis. For more information and access to the full database, visit FRED's website.

Purpose and Use for the Kaggle Community:

This dataset is a valuable resource for data scientists, economists, and analysts interested in understanding macroeconomic trends, performing time series analysis, or building predictive models. With the rate of change included, users can quickly assess the growth or contraction in these indicators month-over-month. This dataset can be used for:

• Exploratory Data Analysis (EDA): Understanding historical economic trends. -Time Series Forecasting: Building models to predict future economic conditions. -Macroeconomic Analysis: Analyzing the relationship between various economic indicators. -Machine Learning Projects: Using the data as features to predict financial or economic outcomes. -By utilizing this dataset, users can perform in-depth analysis on the impact of macroeconomic changes, compare the historical performance of various indicators, and experiment with different time series forecasting techniques.

****Column Descriptions****

Year: The year of the observation.

Month: The month of the observation (1-12).

Industrial Production: Monthly data on the total output of US factories, mines, and utilities.

Manufacturers' New Orders: Durable Goods: Measures the value of new orders placed with manufacturers for durable goods, indicating future production activity.

Consumer Price Index (CPIAUCSL): A measure of the average change over time in the prices paid by urban consumers for a market basket of consumer goods and services.

Unemployment Rate: The percentage of the total labor force that is unemployed but actively seeking employment.

Retail Sales: The total receipts of retail stores, indicating consumer spending and economic activity.

Producer Price Index: Measures the average change over time in the selling prices received by domestic producers for their output.

Personal Consumption Expenditures (PCE): A measure of the prices paid by consumers for goods and services, used in calculating inflation.

National Home Price Index: A measure of changes in residential real estate prices across the country.

All Employees, Total Nonfarm: The number of nonfarm payroll employees, an important indicator of the labor market.

Labor Force Participation Rate: The percentage of the working-age population that is either employed or actively looking for work.

Federal Funds Effective Rate: The interest rate at which depository institutions lend reserve balances to other depository institutions overnight.

Building Permits: The number of building permits issued for residential and non-residential buildings, a leading indicator of construction activity.

Money Supply (M2): The total money supply, including cash, checking deposits, and easily convertible near money.

Personal Income: The total income received by individuals from all sources, including wages, investments, and government transfers.

Trade Balance: The difference between a country's imports and exports, indicating the net trade flow.

Consumer Sentiment: The index reflecting consumer sentiment and expectations for the future economic outlook.

Consumer Confidence: A measure of how optimistic or pessimistic consumers are regarding their expected financial situation and the economy.

Notes on Interest Rates Please note that for the Federal Funds Effective Rate (FEDFUNDS), the dataset includes the absolute change in basis points (bps), not the rate of change. This means that the dataset reflects the direct change in the interest rate rather than the percentage change month-over-month. The change is represented in basis points, where 1 basis point equals 0.01%.

Graph and download economic data for Interest Rates: 3-Month or 90-Day Rates and Yields: Bank Bills: Total for New Zealand (IR3TBB01NZQ156N) from Q1 1974 to Q4 2023 about New Zealand, bills, 3-month, yield, interest rate, banks, interest, depository institutions, and rate.

Graph and download economic data for Interest Rates: 3-Month or 90-Day Rates and Yields: Interbank Rates: Total for Mexico (IR3TIB01MXA156N) from 1997 to 2024 about interbank, Mexico, 3-month, yield, interest rate, interest, and rate.

United States US: Real Interest Rate data was reported at 2.208 % pa in 2016. This records an increase from the previous number of 2.152 % pa for 2015. United States US: Real Interest Rate data is updated yearly, averaging 3.162 % pa from Dec 1961 (Median) to 2016, with 56 observations. The data reached an all-time high of 8.720 % pa in 1981 and a record low of -1.280 % pa in 1975. United States US: Real Interest Rate data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s United States – Table US.World Bank.WDI: Interest Rates. Real interest rate is the lending interest rate adjusted for inflation as measured by the GDP deflator. The terms and conditions attached to lending rates differ by country, however, limiting their comparability.; ; International Monetary Fund, International Financial Statistics and data files using World Bank data on the GDP deflator.; ;

CSI: Home Buying Conditions: Good Time: Rising Interest Rates data was reported at 13.000 % in May 2018. This records a decrease from the previous number of 16.000 % for Apr 2018. CSI: Home Buying Conditions: Good Time: Rising Interest Rates data is updated monthly, averaging 6.000 % from Feb 1978 (Median) to May 2018, with 467 observations. The data reached an all-time high of 26.000 % in Dec 1994 and a record low of 0.000 % in Nov 2012. CSI: Home Buying Conditions: Good Time: Rising Interest Rates data remains active status in CEIC and is reported by University of Michigan. The data is categorized under Global Database’s USA – Table US.H036: Consumer Sentiment Index: Home Buying and Selling Conditions. The question was: Generally speaking, do you think now is a good time or a bad time to buy a house? Responses to the query 'Why do you say so?'

Graph and download economic data for Interest Rates: Immediate Rates (< 24 Hours): Call Money/Interbank Rate: Total for Iceland (IRSTCI01ISM156N) from Jun 1998 to May 2025 about Iceland, interbank, overnight, interest rate, interest, and rate.

CSI: Home Selling Conditions: Bad Time: Interest Rates High data was reported at 1.000 % in May 2018. This records a decrease from the previous number of 3.000 % for Apr 2018. CSI: Home Selling Conditions: Bad Time: Interest Rates High data is updated monthly, averaging 5.000 % from Nov 1992 (Median) to May 2018, with 307 observations. The data reached an all-time high of 19.000 % in Oct 2008 and a record low of 1.000 % in May 2018. CSI: Home Selling Conditions: Bad Time: Interest Rates High data remains active status in CEIC and is reported by University of Michigan. The data is categorized under Global Database’s USA – Table US.H036: Consumer Sentiment Index: Home Buying and Selling Conditions. The question was: Generally speaking, do you think now is a good time or a bad time to sell a house? Responses to the query 'Why do you say so?'

Graph and download economic data for Interest Rates: 3-Month or 90-Day Rates and Yields: Interbank Rates: Total for Chile (IR3TIB01CLM156N) from Jul 1997 to May 2025 about Chile, interbank, 3-month, yield, interest rate, interest, and rate.

CSI: Government Economic Policy: Good Job data was reported at 28.000 % in May 2018. This records a decrease from the previous number of 30.000 % for Apr 2018. CSI: Government Economic Policy: Good Job data is updated monthly, averaging 19.000 % from Jan 1978 (Median) to May 2018, with 485 observations. The data reached an all-time high of 49.000 % in Mar 1999 and a record low of 4.000 % in Dec 2008. CSI: Government Economic Policy: Good Job data remains active status in CEIC and is reported by University of Michigan. The data is categorized under Global Database’s USA – Table US.H030: Consumer Sentiment Index: Unemployment, Interest Rates, Prices and Government Expectations. The question was: As to the economic policy of the government -- I mean steps taken to fight inflation or unemployment -- would you say the government is going a good job, only fair, or a poor job?

Graph and download economic data for Interest Rates: 3-Month or 90-Day Rates and Yields: Interbank Rates: Total for China (IR3TIB01CNM156N) from Jun 1997 to Apr 2025 about interbank, 3-month, China, yield, interest rate, interest, and rate.

Graph and download economic data for Interest Rates: Other Long Term Rates and Yields: Housing: Mortgage Rates for Luxembourg (IRLOHO02LUM156N) from Jan 1987 to Nov 2023 about Luxembourg, mortgage, yield, interest rate, interest, housing, and rate.

United States Interest Rates: 12 Months Expectation: Higher data was reported at 56.100 % in Apr 2025. This records an increase from the previous number of 53.400 % for Mar 2025. United States Interest Rates: 12 Months Expectation: Higher data is updated monthly, averaging 55.200 % from Jun 1987 (Median) to Apr 2025, with 455 observations. The data reached an all-time high of 79.900 % in Mar 1989 and a record low of 23.400 % in Oct 2001. United States Interest Rates: 12 Months Expectation: Higher data remains active status in CEIC and is reported by The Conference Board. The data is categorized under Global Database’s United States – Table US.H051: Consumer Confidence Index: Interest Rate Expectation. [COVID-19-IMPACT]

BI: Real Interest Rate data was reported at -0.131 % pa in 2023. This records an increase from the previous number of -5.543 % pa for 2022. BI: Real Interest Rate data is updated yearly, averaging 4.875 % pa from Dec 1978 (Median) to 2023, with 44 observations. The data reached an all-time high of 19.229 % pa in 1981 and a record low of -16.679 % pa in 2000. BI: Real Interest Rate data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Burundi – Table BI.World Bank.WDI: Interest Rates. Real interest rate is the lending interest rate adjusted for inflation as measured by the GDP deflator. The terms and conditions attached to lending rates differ by country, however, limiting their comparability.;International Monetary Fund, International Financial Statistics and data files using World Bank data on the GDP deflator.;;

CSI: Expected Unemployment: Next Yr: Don't Know data was reported at 1.000 % in May 2018. This stayed constant from the previous number of 1.000 % for Apr 2018. CSI: Expected Unemployment: Next Yr: Don't Know data is updated monthly, averaging 1.000 % from Jan 1978 (Median) to May 2018, with 485 observations. The data reached an all-time high of 6.000 % in May 1978 and a record low of 0.000 % in Feb 2018. CSI: Expected Unemployment: Next Yr: Don't Know data remains active status in CEIC and is reported by University of Michigan. The data is categorized under Global Database’s USA – Table US.H030: Consumer Sentiment Index: Unemployment, Interest Rates, Prices and Government Expectations. The question was: How about people out of work during the coming 12 months -- do you think there will be more unemployment than now, about the same, or less?

CSI: Expected Inflation: Next Yr: Don’t Know data was reported at 1.000 % in May 2018. This records an increase from the previous number of 0.000 % for Apr 2018. CSI: Expected Inflation: Next Yr: Don’t Know data is updated monthly, averaging 1.000 % from Jan 1978 (Median) to May 2018, with 485 observations. The data reached an all-time high of 3.000 % in Oct 2002 and a record low of 0.000 % in Apr 2018. CSI: Expected Inflation: Next Yr: Don’t Know data remains active status in CEIC and is reported by University of Michigan. The data is categorized under Global Database’s USA – Table US.H030: Consumer Sentiment Index: Unemployment, Interest Rates, Prices and Government Expectations. The questions were: 'During the next 12 months, do you think that prices in general will go up, or go down, or stay where they are now?' and 'By what percent do you expect prices to go up, on the average, during the next 12 months?'

Mali ML: Real Interest Rate data was reported at 3.708 % pa in 2016. This records an increase from the previous number of 2.304 % pa for 2015. Mali ML: Real Interest Rate data is updated yearly, averaging 0.565 % pa from Dec 2005 (Median) to 2016, with 12 observations. The data reached an all-time high of 4.554 % pa in 2013 and a record low of -6.150 % pa in 2011. Mali ML: Real Interest Rate data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Mali – Table ML.World Bank: Interest Rates. Real interest rate is the lending interest rate adjusted for inflation as measured by the GDP deflator. The terms and conditions attached to lending rates differ by country, however, limiting their comparability.; ; International Monetary Fund, International Financial Statistics and data files using World Bank data on the GDP deflator.; ;