Of the major developed and emerging economies, China had the lowest inflation rate at 0.1 percent in December 2024. On the other end of the spectrum, the inflation rate in Russia stood at nearly 10 percent. The country's inflation rate increased sharply after the country's President, Vladimir Putin, decided to invade Ukraine, declined somewhat in 2023, before increasing slowly again since. The rate of inflation reflects changes in the cost of a specified basket containing a representative selection of goods and services. It is derived from the consumer price index (CPI).

According to a survey carried out in the United States in 2025, ** percent of respondents aged 55 and older stated that they experience higher prices when buying dairy products at the grocery store. For those aged between 18 and 34, ** percent stated experiencing a price hike in those typed of products.

Food price increases hit the egg category the hardest between December 2021 and December 2024 in the United States. The price of eggs increased by **** percent in 2024.

Food price inflation has affected the spending habits on edibles of the majority of Japanese consumers, according to a survey in May 2025. ************ respondents switched to less expensive products from the same genre, whereas ***** percent would often stop buying the food items affected by price hikes.

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.

What happens to gold if CPI increases?

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

The inflation rate in the United States is expected to decrease to 2.1 percent by 2029. 2022 saw a year of exceptionally high inflation, reaching eight percent for the year. The data represents U.S. city averages. The base period was 1982-84. In economics, the inflation rate is a measurement of inflation, the rate of increase of a price index (in this case: consumer price index). It is the percentage rate of change in prices level over time. The rate of decrease in the purchasing power of money is approximately equal. According to the forecast, prices will increase by 2.9 percent in 2024. The annual inflation rate for previous years can be found here and the consumer price index for all urban consumers here. The monthly inflation rate for the United States can also be accessed here. Inflation in the U.S.Inflation is a term used to describe a general rise in the price of goods and services in an economy over a given period of time. Inflation in the United States is calculated using the consumer price index (CPI). The consumer price index is a measure of change in the price level of a preselected market basket of consumer goods and services purchased by households. This forecast of U.S. inflation was prepared by the International Monetary Fund. They project that inflation will stay higher than average throughout 2023, followed by a decrease to around roughly two percent annual rise in the general level of prices until 2028. Considering the annual inflation rate in the United States in 2021, a two percent inflation rate is a very moderate projection. The 2022 spike in inflation in the United States and worldwide is due to a variety of factors that have put constraints on various aspects of the economy. These factors include COVID-19 pandemic spending and supply-chain constraints, disruptions due to the war in Ukraine, and pandemic related changes in the labor force. Although the moderate inflation of prices between two and three percent is considered normal in a modern economy, countries’ central banks try to prevent severe inflation and deflation to keep the growth of prices to a minimum. Severe inflation is considered dangerous to a country’s economy because it can rapidly diminish the population’s purchasing power and thus damage the GDP .

FRBOP Forecast: CPI Inflation: sa: Median: Plus 3 Qtrs data was reported at 2.300 % in Jun 2018. This records an increase from the previous number of 2.227 % for Mar 2018. FRBOP Forecast: CPI Inflation: sa: Median: Plus 3 Qtrs data is updated quarterly, averaging 2.513 % from Sep 1981 (Median) to Jun 2018, with 148 observations. The data reached an all-time high of 7.550 % in Sep 1981 and a record low of 1.600 % in Sep 2010. FRBOP Forecast: CPI Inflation: sa: Median: Plus 3 Qtrs data remains active status in CEIC and is reported by Federal Reserve Bank of Philadelphia. The data is categorized under Global Database’s USA – Table US.I008: Consumer Price Index: Urban: sa: Forecast: Federal Reserve Bank of Philadelphia.

Inflation Rate in Canada decreased to 1.70 percent in July from 1.90 percent in June of 2025. This dataset provides - Canada Inflation Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

The UAE raises retail fuel prices in February 2025 amid global oil market volatility and geopolitical influences, affecting local and international economic dynamics.

The average roasted coffee import price stood at $16,566 per ton in Apr 2022, growing by 12% against the previous month.

Graph and download economic data for Future Prices Paid; Percent Reporting Increases for Federal Reserve District 3: Philadelphia (PPFISA156MSFRBPHI) from May 1968 to Aug 2025 about FRB PHI District, paid, percent, price, and USA.

Monthly indexes and percentage changes for all components and special aggregates of the Consumer Price Index (CPI), not seasonally adjusted, for Canada, provinces, Whitehorse, Yellowknife and Iqaluit. Data are presented for the corresponding month of the previous year, the previous month and the current month. The base year for the index is 2002=100.

India Consumer Price Index (CPI): Miscellaneous: Transport and Communication data was reported at 172.200 2012=100 in Mar 2025. This records an increase from the previous number of 171.900 2012=100 for Feb 2025. India Consumer Price Index (CPI): Miscellaneous: Transport and Communication data is updated monthly, averaging 120.200 2012=100 from Jan 2011 (Median) to Mar 2025, with 171 observations. The data reached an all-time high of 172.200 2012=100 in Mar 2025 and a record low of 90.300 2012=100 in Jan 2011. India Consumer Price Index (CPI): Miscellaneous: Transport and Communication data remains active status in CEIC and is reported by Ministry of Statistics and Programme Implementation. The data is categorized under Global Database’s India – Table IN.QG003: Memo Items: Consumer Price Index.

In January 2023, the refined olive oil price amounted to $4,361 per ton (FOB, Turkey), rising by 3% against the previous month.

Gold rose to 3,476.40 USD/t.oz on September 1, 2025, up 0.79% from the previous day. Over the past month, Gold's price has risen 3.03%, and is up 39.21% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gold - values, historical data, forecasts and news - updated on September of 2025.

In August 2024, the global consumer price index, excluding the United States, stood at *****, compared to ***** for the U.S. The data for the world and emerging economies are distorted by hyperinflation in Venezuela and may not accurately reflect the inflation rate of other countries. However, Russia's war in Ukraine caused a surge in prices globally through 2022 and 2023. The headline consumer price index tracks the changes in the price level of a basket of goods and services purchased by households. Economic challenges in Argentina While CPI increases have been significant globally, certain economies have experienced more dramatic increases than others. Argentina is a notable case of these increases, as the CPI has increased more than *** percent between 2020 and 2023. Currently, most of the Argentinian public considers inflation and low wages to be the biggest challenges facing the country. Consumer responses to price increases Globally, consumers are coping with price increases in many ways. In a May 2023 survey, ** percent respondents from over 14 countries indicated they were more conscious about prices than previously. In another survey from earlier that year, over ** percent of respondents indicated they were most concerned about inflation and had changed their consumption habits as a result.

Graph and download economic data for Future Prices Paid; Percent Expecting Increases for New York (PPFISA156MSFRBNY) from Jul 2001 to Aug 2025 about paid, NY, percent, manufacturing, and price.

The benchmark interest rate in the United States was last recorded at 4.50 percent. This dataset provides the latest reported value for - United States Fed Funds Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

India IESH: RBI: Price Expectations: Non Food : Three Months Ahead: Price Increase Less than Curent Rate data was reported at 6.100 % in Sep 2018. This records a decrease from the previous number of 9.300 % for Jun 2018. India IESH: RBI: Price Expectations: Non Food : Three Months Ahead: Price Increase Less than Curent Rate data is updated monthly, averaging 9.700 % from Sep 2008 (Median) to Sep 2018, with 45 observations. The data reached an all-time high of 23.500 % in Sep 2015 and a record low of 1.200 % in Sep 2013. India IESH: RBI: Price Expectations: Non Food : Three Months Ahead: Price Increase Less than Curent Rate data remains active status in CEIC and is reported by Reserve Bank of India. The data is categorized under India Premium Database’s Business and Economic Survey – Table IN.SC008: Inflation Expectations Survey of Households (IESH): Reserve Bank of India: Price Expectations: Non Food.

Graph and download economic data for Producer Price Index by Industry: Total Manufacturing Industries (PCUOMFGOMFG) from Dec 1984 to Jul 2025 about manufacturing, PPI, industry, inflation, price index, indexes, price, and USA.