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.

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 .

In January 2025, the UK inflation rate for goods was one percent and five percent for services. Prices for goods accelerated significantly, sharply between in 2021 and 2022 before falling in 2023. By comparison, prices for services initially grew at a more moderate rate, but have also not fallen as quickly. The overall CPI inflation rate for the UK reached a recent high of 11.1 percent in October 2022 and remained in double-figures until April 2023, when it fell to 8.7 percent. As of December 2024, the UK's inflation rate was 2.5 percent, down from 2.6 percent in the previous month. Sectors driving high inflation In late 2024, communication was the sector with the highest inflation rate, with prices increasing by 6.1 percent as of December 2024. During the recent period of high inflation that eased in 2023, food and energy prices were particular high, with housing and energy inflation far higher than in any other sector, peaking at 26.6 percent towards the end of 2022. High food and energy prices since 2021 have been one of the main causes of the cost of living crisis in the UK, especially for low-income households that spend a higher share of their income on these categories. This is likely one of the factors driving increasing food bank usage in the UK, which saw approximately 3.12 million people use a food bank in 2023/24, compared with 1.9 million just before the COVID-19 pandemic. The global inflation crisis The UK has not been alone in suffering rapid price increases since 2021. After the start of the COVID-19 pandemic, a series of economic and geopolitical shocks had a dramatic impact on the global economy. A global supply chain crisis failed to meet rising demand in 2021, leading to the beginning of an Inflation Crisis, which was only exacerbated by Russia's invasion of Ukraine in February 2022. The war directly influenced the prices of food and energy, as both countries were major exporters of important crops. European imports of hydrocarbons from Russia were also steadily reduced throughout 2022 and 2023, resulting in higher energy prices throughout the year.

As of December 2024, the inflation rate in the European Union was 2.7 percent, with prices rising fastest in Romania, which had an inflation rate of 5.5 percent. By contrast, both Ireland and Italy saw low inflation rates during the same period, with Ireland having the lowest inflation rate in the EU during this month. The rate of inflation in the EU in the October 2022 was higher than at any other time, with the peak prior to 2021 recorded in July 2008 when prices were growing by 4.4 percent year-on-year. Before the recent rises in inflation, price rises in the EU had been kept at relatively low levels, with the inflation rate remaining below three percent between January 2012 and August 2021. Rapid recovery and energy costs driving inflation The reopening of the European economy in 2021 following the sudden shock of COVID-19 in 2020 is behind many of the factors that have caused prices to rise so quickly in 2022. Global supply chains have not yet recovered from production issues, travel restrictions, and workforce problems brought about by the pandemic. Rising energy costs have only served to exacerbate supply problems, particularly with regard to the transport sector, which had the highest inflation rate of any sector in the EU in December 2021. High inflation rates mirrored in the U.S. The high inflation rates seen in Europe have been reflected in other parts of the world. In the United States, for example, the consumer price index reached a 40-year-high of seven percent in December 2021, influenced by many of the same factors driving European inflation. Nevertheless, it is hoped that once these supply chain issues ease, inflation levels will start to fall throughout the course of 2022.

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.

The UK inflation rate was three percent in January 2025, up from 2.5 percent in the previous month, and the fastest rate of inflation since March 2024. Between September 2022 and March 2023, the UK experienced seven months of double-digit inflation, which peaked at 11.1 percent in October 2022. Due to this long period of high inflation, UK consumer prices have increased by over 20 percent in the last three years. As of the most recent month, prices were rising fastest in the communications sector, at 6.1 percent, but were falling in both the furniture and transport sectors, at -0.3 percent and -0.6 percent respectively.
The Cost of Living Crisis High inflation is one of the main factors behind the ongoing Cost of Living Crisis in the UK, which, despite subsiding somewhat in 2024, is still impacting households going into 2025. In December 2024, for example, 56 percent of UK households reported their cost of living was increasing compared with the previous month, up from 45 percent in July, but far lower than at the height of the crisis in 2022. After global energy prices spiraled that year, the UK's energy price cap increased substantially. The cap, which limits what suppliers can charge consumers, reached 3,549 British pounds per year in October 2022, compared with 1,277 pounds a year earlier. Along with soaring food costs, high-energy bills have hit UK households hard, especially lower income ones that spend more of their earnings on housing costs. As a result of these factors, UK households experienced their biggest fall in living standards in decades in 2022/23. Global inflation crisis causes rapid surge in prices The UK's high inflation, and cost of living crisis in 2022 had its origins in the COVID-19 pandemic. Following the initial waves of the virus, global supply chains struggled to meet the renewed demand for goods and services. Food and energy prices, which were already high, increased further in 2022. Russia's invasion of Ukraine in February 2022 brought an end to the era of cheap gas flowing to European markets from Russia. The war also disrupted global food markets, as both Russia and Ukraine are major exporters of cereal crops. As a result of these factors, inflation surged across Europe and in other parts of the world, but typically declined in 2023, and approached more usual levels by 2024.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Educational Books and Supplies in U.S. City Average (CUSR0000SEEA) from Jan 1967 to Feb 2025 about supplies, education, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

Since 2021, the inflation rate in Germany and the euro area has increased significantly. At the same time, there are increasing signs of ``de-anchoring'' of inflation expectations in Germany. This paper - building on the approach of Andre et al. (2022) - examines in a pilot study survey-based narratives for the rising inflation together with socio-economic factors. A mixed-methods approach is used to classify the narratives, with clustering based on statistical criteria. A regression analysis is used to examine the relationship between socio-economic factors and narratives on the one hand, and the relationship between narratives/clusters of narratives and a de-anchoring of inflation expectations on the other hand. We can associate certain narratives with socio-economic characteristics and political partisanship. Narrative complexity is a function of education and literacy. Narrative clusters correspond to certain milieus and dimensions of socio-economic stratification. Narratives of supply shortages and price gouging are positively correlated with anchored expectations; demand and government plus other narratives are negatively correlated with anchored expectations.

In 2024, the annual inflation rate for the United Kingdom is expected to be 2.5 percent, following an annual rate of 7.3 percent in 2023, and 9.1 percent in 2022. Before 2022, the inflation rate was at its highest in 2011 when it reached 4.5 percent, and was lowest in 2015 when an annual inflation rate of zero percent was recorded. Inflation has been surging in the UK since late 2021, and reached a 41-year-high of 11.1 percent in October 2022. Since that recent peak, inflation has gradually subsided, and was four percent in January 2024. Inflation down but not out in 2024 Although there are some positive signals regarding UK inflation decelerating throughout 2023, prices are still rising at quite a fast rate, especially in certain sectors. Food inflation, for example, only fell below double-figures in November 2023, and was still rising by 6.9 percent in January 2024. As of that month, however, alcohol and tobacco prices were rising faster than any other sector, with an inflation rate of 12.4 percent. Additionally, underlying core inflation, which measures prices rises without food and energy, is slightly above the headline inflation rate, and was 5.1 percent as of the most recent month. With some aspects of inflation seemingly becoming embedded in the UK economy, this will likely prolong the current Cost of Living Crisis engulfing UK households. Inflation crisis across in the world in 2022 The UK has not been alone in suffering from runaway inflation over the last few years. From late 2021 onwards, various factors converged to encourage a global acceleration of prices, leading to the ongoing inflation crisis. Blocked-up supply chains were one of the main factors as the world emerged from the COVID-19 pandemic. This was followed by energy and food inflation skyrocketing after Russia's invasion of Ukraine. Central bank interest rates were raised globally in response to the problem, possibly putting an end to the era of cheap money that has defined monetary policy since the financial crash of 2008.

In economics, the inflation rate is a measure of the change in price of a basket of goods. The most common measure being the consumer price index. It is the percentage rate of change in price level over time, and also indicates the rate of decrease in the purchasing power of money. The annual rate of inflation for 2023, was 4.1 percent higher in the United States when compared to the previous year. More information on inflation and the consumer price index can be found on our dedicated topic page. Additionally, the monthly rate of inflation in the United States can be accessed here. Inflation and purchasing power Inflation is a key economic indicator, and gives economists and consumers alike a look at changes in prices in the wider economy. For example, if an average pair of socks costs 100 dollars one year and 105 dollars the following year, the inflation rate is five percent. This means the amount of goods an individual can purchase with a unit of currency has decreased. This concept is often referred to as purchasing power. The data presents the average rate of inflation in a year, whereas the monthly measure of inflation measures the change in prices compared with prices one year ago. For example, monthly inflation in the U.S. reached a peak in June 2022 at 9.1 percent. This means that prices were 9.1 percent higher than they were in June of 2021. The purchasing power is the extent to which a person has available funds to make purchases. The Big Mac Index has been published by The Economist since 1986 and exemplifies purchasing power on a global scale, allowing us to see note the differences between different countries currencies. Switzerland for example, has the most expensive Big Mac in the world, costing consumers 6.71 U.S. dollars as of July 2022, whereas a Big Mac cost 5.15 dollars in the United States, and 4.77 dollars in the Euro area. One of the most important tools in influencing the rate of inflation is interest rates. The Federal Reserve of the United States has the capacity to make changes to the federal interest rate . Changes to the rate of inflation are thought to be an imbalance between supply and demand. After COVID-19 related lockdowns came to an end there was a sudden increase in demand for goods and services with consumers having more funds than usual thanks to reduced spending during lockdown and government funded economic support. Additionally, supply-chain related bottlenecks also due to lockdowns around the world and the Russian invasion of Ukraine meant that there was a decrease in the supply of goods and services. By increasing the interest rate, the Federal Reserve aims to reduce spending, and thus bring demand back into balance with supply.

Challenges persist for restaurant leaders as beef prices increase, prompting strategic responses despite a slowdown in food inflation.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Motor Vehicle Parts and Equipment in U.S. City Average (CUUR0000SETC) from Dec 1977 to Feb 2025 about parts, vehicles, equipment, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

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.

Inflation on the Rise: What Does This Mean for You?

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

Graph and download economic data for Producer Price Index by Industry: HVAC and Commercial Refrigeration Equipment (PCU3334133341) from Dec 2003 to Feb 2025 about heating, appliances, equipment, commercial, PPI, industry, inflation, price index, indexes, price, and USA.

The peanut oil prices in the India for Q4 2023 reached 1922 USD/MT in December. Initially, prices dropped due to increased supply and cheaper alternatives. However, rising inflation and input costs pushed prices up upward during the quarter's end. Additionally, growing international demand strained local supplies, impacting domestic pricing trends.

Peanut Oil Prices December 2023

Explore IMARC’s newly published report, titled “Peanut Oil Pricing Report {PricingCurrentYear}: Price Trend, Chart, Market Analysis, News, Demand, Historical and Forecast Data,” offers an in-depth analysis of peanut oil pricing, covering an analysis of global and regional market trends and the critical factors driving these price movements.

The HDPE (blow molding) prices in the Mexico for Q4 2023 reached 1,214 USD/MT in December. Pricing trends were shaped by economic factors like inflation and reduced demand, with a brief rise in Q3 because of rising crude oil prices and supply chain disruptions. As supply normalized and exceeded demand towards the year’s end, earlier gains were quickly lost, underscoring a challenging period for the HDPE market.

Explore IMARC’s newly published report, titled “HDPE (Blow Molding) Pricing Report 2024: Price Trend, Chart, Market Analysis, News, Demand, Historical and Forecast Data,” offers an in-depth analysis of HDPE (blow molding) pricing, covering an analysis of global and regional market trends and the critical factors driving these price movements.

The sporting goods manufacturing industry has benefitted from rising health consciousness over the past decade, which spurred an uptick in sports participation, driving demand. However, inflationary pressures plagued the industry in the aftermath of the COVID-19 outbreak, resulting in people cutting discretionary spending. Revenue is expected to sink at a compound annual rate of 5% over the five years through 2024 to €9.3 billion, including an estimated dip of 2.4% in 2024. Following the COVID-19 outbreak, pent-up demand and supply chain disruptions incited inflationary pressures, ratcheting up living costs. This resulted in many people’s real household disposable income’s plummeting, forcing them to cut discretionary spending on goods like sporting equipment. Despite central banks across Europe raising interest rates to curb rising prices, inflation persisted in the two years through 2023, hurting demand. However, rising sport participation and health consciousness have supported revenue in recent years, with Denmark achieving the top spot as the sportiest country in the EU, according to the Sporting Good Intelligence Group. Revenue is forecast to swell at a compound annual rate of 3.7% over the five years through 2029 to €11.2 billion, while the average industry profit margin is anticipated to reach 9%. Sporting goods manufacturing will welcome declining costs as inflationary pressures subside in the short term, as tightening monetary policy takes hold. Sport participation will also continue to rise, supported by robust funding towards promoting exercise as governments seek to slow down rising obesity across Europe. Major events like the 2024 Paris Olympic and Paralympic Games will drive sport participation in the years following, supporting revenue growth.

Graph and download economic data for Producer Price Index by Industry: Farm Machinery and Equipment Manufacturing: Parts for Farm Machinery, for Sale Separately (PCU333111333111C) from Dec 1982 to Feb 2025 about agriculture, parts, machinery, equipment, manufacturing, PPI, industry, inflation, price index, indexes, price, and USA.

This study examines the volatility of beef and lamb prices in Türkiye, as food price inflation compromises the food security of low- and middle-income households. The inflation is the result of a rise in energy (gasoline) prices leading to an increase in production costs, together with a disruption of the supply chain by the COVID-19 pandemic. This study is the first to comprehensively explore the effects of multiple price series on meat prices in Türkiye. Using price records from April 2006 through February 2022, the study applies rigorous testing and selects the VAR(1)–asymmetric BEKK bivariate GARCH model for empirical analysis. The beef and lamb returns were affected by periods of livestock imports, energy prices, and the COVID-19 pandemic, but those factors influenced the short- and long–term uncertainties differently. Uncertainty was increased by the COVID–19 pandemic, but livestock imports offset some of the negative effects on meat prices. To improve price stability and assure access to beef and lamb, it is recommended that livestock farmers be supported through tax exemptions to control production costs, government assistance through the introduction of highly productive livestock breeds, and improving processing flexibility. Additionally, conducting livestock sales through the livestock exchange will create a price information source allowing stakeholders to follow price movements in a digital format and their decision-making.

According to a survey conducted in March 2024, 45 percent of U.S. Generation Z consumers were purchasing meat/poultry/fish less often due to rising prices and/or supply shortages. Another 44 percent were purchasing snacks/desserts less often for the same reason.