In a survey targeting e-commerce merchants in France, around 83 percent reported increasing their prices in response to inflationary pressures in 2023. Another 53 percent of online retailers said they had to reduce their profit margins, and just under half of surveyed respondents reported cancelling or postponing certain investments.

In February 2025, the 12-month inflation rate in the United States was at 2.8 percent. While some non-products continued to see increases in prices, such as personal care and housekeeping supplies, prices for other categories saw decreases. In that month, the CPI for appliances fell by 7.4 percent in the U.S..

Key information about House Prices Growth

• US house prices grew 5.2% YoY in Sep 2024, following an increase of 6.2% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 1992 to Sep 2024, with an average growth rate of 5.5%.
• House price data reached an all-time high of 17.7% in Sep 2021 and a record low of -12.4% in Dec 2008.

Graph and download economic data for Inflation, consumer prices for the United States (FPCPITOTLZGUSA) from 1960 to 2023 about consumer, CPI, inflation, price index, indexes, price, and USA.

Graph and download economic data for Producer Price Index by Commodity: Retail Trade Services: Book Retailing (WPU58H101) from Mar 2009 to Feb 2025 about book, retail trade, sales, retail, services, commodities, PPI, inflation, price index, indexes, price, and USA.

In January 2025, prices had increased by three percent compared to January 2024 according to the 12-month percentage change in the consumer price index — the monthly inflation rate for goods and services in the United States. The data represents U.S. city averages. In economics, the inflation rate is a measure of the change in price level over time. The rate of decrease in the purchasing power of money is approximately equal. A projection of the annual U.S. inflation rate can be accessed here and the actual annual inflation rate since 1990 can be accessed here. InflationOne of the most important economic indicators is the development of the Consumer Price Index in a country. The change in this price level of goods and services is defined as the rate of inflation. The inflationary situation in the United States had been relatively severe in 2022 due to global events relating to COVID-19, supply chain restrains, and the Russian invasion of Ukraine. More information on U.S. inflation may be found on our dedicated topic page. The annual inflation rate in the United States has increased from 3.2 percent in 2011 to 8.3 percent in 2022. This means that the purchasing power of the U.S. dollar has weakened in recent years. The purchasing power is the extent to which a person has available funds to make purchases. According to the data published by the International Monetary Fund, the U.S. Consumer Price Index (CPI) was about 258.84 in 2020 and is forecasted to grow up to 325.6 by 2027, compared to the base period from 1982 to 1984. The monthly percentage change in the Consumer Price Index (CPI) for urban consumers in the United States was 0.1 percent in March 2023 compared to the previous month. In 2022, countries all around the world are experienced high levels of inflation. Although Brazil already had an inflation rate of 8.3 percent in 2021, compared to the previous year, while the inflation rate in China stood at 0.85 percent.

Geneva, Switzerland, was the most expensive city to buy an apartment in Europe in the first quarter of 2024. The square meter price in Geneva was nearly 15,650 euros in that quarter, about 2,000 euros higher than the second city in the ranking, Zurich. Cost of rent Rents across the major cities in Europe increased significantly in 2023. One of the main factors driving high rents across European cities is the same as any other consumer-driven business. If demand outweighs supply, prices will inflate. The drive for high paid professionals to be located centrally in prime locations, mixed with the low levels of available space, high land, and construction costs, all help keep rental prices increasing. Mortgage rates The average mortgage interest rates across Europe in 2023 were all under five percent, except in Czechia, Romania, Hungary, and Poland. On an individual level, a difference of one percent would most likely mean thousands of euros in interest on the mortgage a person is paying, making timing key in house purchasing. Mortgage interest rates tend to be lower in Nordic countries due to the financial stability and reliability of its borrowers. Other factors that influence the mortgage interest rates include inflation, economic growth, monetary policies, the bond market and the overall conditions of the housing market. More stable markets also tend to have higher average prices.

Cost of food in the United States increased 2.60 percent in February 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.

At 96 percent, virtually all consumers in the United States have noticed that prices for goods and/or services have gone up in 2022. Inflated prices had been observed most when buying gasoline and when shopping for groceries.

Inflation Rate in the United States decreased to 2.80 percent in February from 3 percent in January of 2025. This dataset provides - United States Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

4893 Global import shipment records of Inflated Balls with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Rent of Primary Residence in U.S. City Average (CUUR0000SEHA) from Dec 1914 to Feb 2025 about primary, rent, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

As of January 2023, pet product retail prices inflated more than online prices. Online prices of pet products went up by 10.5 percent, while retail price changes were slighly higher.t.

Sheet 1 describes the per capital electricity that is generated country and region-wise from all across the globe, and it shows that Africa's energy generation in comparison to the rest of the world has been the lowest. Sheet 2 describes the number of people that are severely insecure and have no access to food, and it has been depicted according to the different areas that Africa is divided into. The trend shows that every year, the number of people who are severely food insecure keep increasing at a drastic rate. Sheet 3 FAO real food prices - it gives us a trend of how food prices have changed ever since the Ukraine-Russia war started.

Portugal, Italy, Ireland, Greece, and Spain were widely considered the Eurozone's weakest economies during the Great Recession and subsequent Eurozone debt crisis. These countries were grouped together due to the similarities in their economic crises, with much of them driven by house price bubbles which had inflated over the early 2000s, before bursting in 2007 due to the Global Financial Crisis. Entry into the Euro currency by 2002 had meant that banks could lend to house buyers in these countries at greatly reduced rates of interest.

This reduction in the cost of financing contributed to creating housing bubbles, which were further boosted by pro-cyclical housing policies among many of the countries' governments. In spite of these economies experiencing similar economic problems during the crisis, Italy and Portugal did not experience housing bubbles in the same way in which Greece, Ireland, and Spain did. In the latter countries, their real housing prices (which are adjusted for inflation) peaked in 2007, before quickly declining during the recession. In particular, house prices in Ireland dropped by over 40 percent from their peak in 2007 to 2011.

Historical dataset of nominal and real (inflation-adjusted) gold prices per ounce back to 1915. The series is deflated using the headline Consumer Price Index (CPI) with the most recent month as the base. The current month is updated on an hourly basis with today's latest value.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

S&P 500: A Bull or a Bear?

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

In the fiscal year 2023, the Japanese construction cost deflator for buildings stood at 123.6 index points, increasing from 121.2 points in the previous year. The construction cost deflator is a weighted index estimating the inflation-adjusted price development of construction in Japan, considering expenditures for materials, labor, and investment. What are features of the construction cost deflator? Since 1951, the government has been compiling a deflator for construction costs. It helps, for example, to determine contract prices for public works like roads. Today’s version includes various sub-indices, such as the one for buildings; they may be residential or non-residential, and their structural frames may be either wood, steel, or reinforced concrete. While the deflator considers all of Japan, other price indices give more detailed insight into specific buildings, materials, and regions. Rising energy-prices have spilled over to materials Japan has not been spared by recently inflating energy prices. Accordingly, the domestic construction industry is monitoring the monthly construction material price index. Unlike the deflator, it also provides regional-specific data, showing that although inflation impacted all materials throughout the country, some materials and places were more affected than others. In Tokyo, cement prices have increased by over 42 points since fiscal year 2021 – in Osaka, by around 50.

Inflation is generally defined as the continued increase in the average prices of goods and services in a given region. Following the extremely high global inflation experienced in the 1980s and 1990s, global inflation has been relatively stable since the turn of the millennium, usually hovering between three and five percent per year. There was a sharp increase in 2008 due to the global financial crisis now known as the Great Recession, but inflation was fairly stable throughout the 2010s, before the current inflation crisis began in 2021. Recent years Despite the economic impact of the coronavirus pandemic, the global inflation rate fell to 3.26 percent in the pandemic's first year, before rising to 4.66 percent in 2021. This increase came as the impact of supply chain delays began to take more of an effect on consumer prices, before the Russia-Ukraine war exacerbated this further. A series of compounding issues such as rising energy and food prices, fiscal instability in the wake of the pandemic, and consumer insecurity have created a new global recession, and global inflation in 2024 is estimated to have reached 5.76 percent. This is the highest annual increase in inflation since 1996. Venezuela Venezuela is the country with the highest individual inflation rate in the world, forecast at around 200 percent in 2022. While this is figure is over 100 times larger than the global average in most years, it actually marks a decrease in Venezuela's inflation rate, which had peaked at over 65,000 percent in 2018. Between 2016 and 2021, Venezuela experienced hyperinflation due to the government's excessive spending and printing of money in an attempt to curve its already-high inflation rate, and the wave of migrants that left the country resulted in one of the largest refugee crises in recent years. In addition to its economic problems, political instability and foreign sanctions pose further long-term problems for Venezuela. While hyperinflation may be coming to an end, it remains to be seen how much of an impact this will have on the economy, how living standards will change, and how many refugees may return in the coming years.

Cost of food in France increased 0.30 percent in February of 2025 over the same month in the previous year. This dataset provides the latest reported value for - France Food Inflation - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.