Graph and download economic data for Producer Prices Index: Economic Activities: Manufacturing: Total for United States (PIEAMP01USA661N) from 1960 to 2022 about manufacturing, PPI, price index, indexes, price, and USA.

This data shows Gross Operating Surplus by Kind of Economic Activity at Current Prices, 2005-2022 Footnote: f : final e : estimate p : preliminary

Graph and download economic data for Real Residential Property Prices for United States (QUSR628BIS) from Q1 1970 to Q2 2025 about residential, HPI, housing, real, price index, indexes, price, and USA.

Imports: Price: Transformation Industry: Fruits, Preserves and Preparations (Except Fruit Juices) data was reported at 1,877.228 USD/Ton in 30 Apr 2025. This records a decrease from the previous number of 2,075.771 USD/Ton for 27 Apr 2025. Imports: Price: Transformation Industry: Fruits, Preserves and Preparations (Except Fruit Juices) data is updated daily, averaging 2,348.223 USD/Ton from Mar 2019 (Median) to 30 Apr 2025, with 263 observations. The data reached an all-time high of 3,741.587 USD/Ton in 11 Dec 2022 and a record low of 1,425.763 USD/Ton in 07 Jul 2024. Imports: Price: Transformation Industry: Fruits, Preserves and Preparations (Except Fruit Juices) data remains active status in CEIC and is reported by Special Secretariat for Foreign Trade and International Affairs. The data is categorized under Brazil Premium Database’s Foreign Trade – Table BR.JAA010: Imports: Economic Activity: Product: Price.

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.

The ISM Services Prices is a component of the ISM Services PMI report, which measures the change in prices paid by service sector businesses in the U.S. It is an important indicator of inflationary pressures within the service sector, which constitutes a significant portion of the U.S. economy.-2025-03-05

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Description:

A simple yet challenging project, to predict the housing price based on certain factors like house area, bedrooms, furnished, nearness to mainroad, etc. The dataset is small yet, it's complexity arises due to the fact that it has strong multicollinearity. Can you overcome these obstacles & build a decent predictive model?

Acknowledgement:

Harrison, D. and Rubinfeld, D.L. (1978) Hedonic prices and the demand for clean air. J. Environ. Economics and Management 5, 81–102. Belsley D.A., Kuh, E. and Welsch, R.E. (1980) Regression Diagnostics. Identifying Influential Data and Sources of Collinearity. New York: Wiley.

Objective:

• Understand the Dataset & cleanup (if required).
• Build Regression models to predict the sales w.r.t a single & multiple feature.
• Also evaluate the models & compare thier respective scores like R2, RMSE, etc.

Graph and download economic data for Gross Domestic Product: Implicit Price Deflator (GDPDEF) from Q1 1947 to Q2 2025 about implicit price deflator, headline figure, inflation, GDP, and USA.

Switzerland Consumer Price Index (CPI): Weights: excl Administered Prices data was reported at 77.352 % in 2018. This records an increase from the previous number of 77.046 % for 2017. Switzerland Consumer Price Index (CPI): Weights: excl Administered Prices data is updated yearly, averaging 77.585 % from Dec 2006 (Median) to 2018, with 13 observations. The data reached an all-time high of 80.034 % in 2010 and a record low of 76.957 % in 2016. Switzerland Consumer Price Index (CPI): Weights: excl Administered Prices data remains active status in CEIC and is reported by Swiss Federal Statistical Office. The data is categorized under Global Database’s Switzerland – Table CH.I007: Consumer Price Index: Weights.

Producer Prices Index: Economic Activities: Total Industrial Activities for the European Union was 105.03333 Index 2005 = 1.00 in October of 2019, according to the United States Federal Reserve. Historically, Producer Prices Index: Economic Activities: Total Industrial Activities for the European Union reached a record high of 105.73333 in October of 2018 and a record low of 76.93333 in January of 2000. Trading Economics provides the current actual value, an historical data chart and related indicators for Producer Prices Index: Economic Activities: Total Industrial Activities for the European Union - last updated from the United States Federal Reserve on November of 2025.

Producer Prices Index: Economic Activities: Total Energy for the Slovak Republic was 121.20000 Index 2010=1.00 in July of 2021, according to the United States Federal Reserve. Historically, Producer Prices Index: Economic Activities: Total Energy for the Slovak Republic reached a record high of 123.63333 in October of 2012 and a record low of 76.25087 in October of 2003. Trading Economics provides the current actual value, an historical data chart and related indicators for Producer Prices Index: Economic Activities: Total Energy for the Slovak Republic - last updated from the United States Federal Reserve on November of 2025.

This dataset contains UAE Gross Domestic Product By Economic Activities at 2010 Constant Prices. Data from Federal Competitiveness and Statistics Authority. Follow datasource.kapsarc.org for timely data to advance energy economics research.2019 Preliminary Data

Core Consumer Prices in Yemen increased to 179.15 Index Points in November from 177.95 Index Points in October of 2014. This dataset provides - Yemen Core Consumer Prices - actual values, historical data, forecast, chart, statistics, economic calendar and news.

House Price Index YoY in the United States decreased to 1.70 percent in September from 2.40 percent in August of 2025. This dataset includes a chart with historical data for the United States FHFA House Price Index YoY.

Key information about House Prices Growth

• Japan house prices grew 3.4% YoY in Aug 2025, following an increase of 4.7% YoY in the previous month.
• YoY growth data is updated monthly, available from Apr 2009 to Aug 2025, with an average growth rate of 1.3%.
• House price data reached an all-time high of 10.2% in Apr 2022 and a record low of -9.4% in Apr 2009.

Harmonized Index of Consumer Prices: Milk, Cheese, and Eggs for European Economic Area (EEA18-2004, EEA28-2006, EEA30) was 149.23000 Index 2015=100 in September of 2025, according to the United States Federal Reserve. Historically, Harmonized Index of Consumer Prices: Milk, Cheese, and Eggs for European Economic Area (EEA18-2004, EEA28-2006, EEA30) reached a record high of 149.23000 in August of 2025 and a record low of 71.84000 in January of 1996. Trading Economics provides the current actual value, an historical data chart and related indicators for Harmonized Index of Consumer Prices: Milk, Cheese, and Eggs for European Economic Area (EEA18-2004, EEA28-2006, EEA30) - last updated from the United States Federal Reserve on November of 2025.

Russia Avg Consumer Price: Margarine data was reported at 130.980 RUB/kg in 18 Feb 2019. This records an increase from the previous number of 130.680 RUB/kg for 11 Feb 2019. Russia Avg Consumer Price: Margarine data is updated weekly, averaging 78.550 RUB/kg from Jan 2008 (Median) to 18 Feb 2019, with 569 observations. The data reached an all-time high of 130.980 RUB/kg in 18 Feb 2019 and a record low of 55.480 RUB/kg in 07 Jan 2008. Russia Avg Consumer Price: Margarine data remains active status in CEIC and is reported by Federal State Statistics Service. The data is categorized under Russia Premium Database’s Prices – Table RU.PA001: Average Consumer Price: Weekly.

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Countries included : Australia / Canada / China / Europe / Japan / New Zealand / Switzerland / United Kingdom / United States

Column Descriptions:

• Country : The name of the country.
• Date : The date format (e.g., YYYY-MM-DD).
• Manufacturing PMI : Purchasing Managers' Index (PMI) for the manufacturing sector, indicating the economic health and activity level of the manufacturing industry.
• Services PMI : Purchasing Managers' Index (PMI) for the services sector, indicating the economic health and activity level of the services industry.
• Consumer Confidence : A measure of consumer sentiment or confidence in the economy, indicating consumers' optimism or pessimism about their financial situation and the overall state of the economy.
• Interest Rates : The prevailing interest rates set by the central bank or monetary authority, which influence borrowing costs and investment decisions.
• CPI YoY : Consumer Price Index (CPI) Year-over-Year change, indicating the percentage change in the average price level of a basket of consumer goods and services over the previous year.
• Core CPI : Core Consumer Price Index (CPI), which excludes volatile items such as food and energy prices, providing a measure of underlying inflation trends.
• Unemployment Rate : The percentage of the labor force that is unemployed and actively seeking employment, indicating the health of the labor market.
• GDP YoY : Gross Domestic Product (GDP) Year-over-Year change, indicating the percentage change in the total value of goods and services produced by a country's economy.
• Ticker: Ticker symbol for the corresponding financial asset or index.
• Open: The opening price of the financial asset or index on the specified date.
• High: The highest price of the financial asset or index during the specified date.
• Low: The lowest price of the financial asset or index during the specified date.
• Close: The closing price of the financial asset or index on the specified date.

This dataset provides estimates of GDP by economic activity for Q2 2024 at current prices (in million QAR). It includes comparisons with Q1 2024 and Q2 2023, showing both quarterly and annual percentage changes.

United States - Producer Price Index by Commodity: Chemicals and Allied Products: Carbon Black was 562.28300 Index Dec 1983=100 in August of 2025, according to the United States Federal Reserve. Historically, United States - Producer Price Index by Commodity: Chemicals and Allied Products: Carbon Black reached a record high of 683.96400 in July of 2022 and a record low of 76.10000 in April of 1989. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Producer Price Index by Commodity: Chemicals and Allied Products: Carbon Black - last updated from the United States Federal Reserve on December of 2025.