Analysis of ‘🚊 Consumer Price Index’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/yamqwe/consumer-price-indexe on 13 February 2022.

--- Dataset description provided by original source is as follows ---

About this dataset

9The Consumer Price Index for All Urban Consumers: All Items (CPIAUCSL) is a measure of the average monthly change in the price for goods and services paid by urban consumers between any two time periods.(1) It can also represent the buying habits of urban consumers. This particular index includes roughly 88 percent of the total population, accounting for wage earners, clerical workers, technical workers, self-employed, short-term workers, unemployed, retirees, and those not in the labor force.(1)

The CPIs are based on prices for food, clothing, shelter, and fuels; transportation fares; service fees (e.g., water and sewer service); and sales taxes. Prices are collected monthly from about 4,000 housing units and approximately 26,000 retail establishments across 87 urban areas.(1) To calculate the index, price changes are averaged with weights representing their importance in the spending of the particular group. The index measures price changes (as a percent change) from a predetermined reference date.(1) In addition to the original unadjusted index distributed, the Bureau of Labor Statistics also releases a seasonally adjusted index. The unadjusted series reflects all factors that may influence a change in prices. However, it can be very useful to look at the seasonally adjusted CPI, which removes the effects of seasonal changes, such as weather, school year, production cycles, and holidays.(1)

The CPI can be used to recognize periods of inflation and deflation. Significant increases in the CPI within a short time frame might indicate a period of inflation, and significant decreases in CPI within a short time frame might indicate a period of deflation. However, because the CPI includes volatile food and oil prices, it might not be a reliable measure of inflationary and deflationary periods. For a more accurate detection, the core CPI (Consumer Price Index for All Urban Consumers: All Items Less Food & Energy [CPILFESL]) is often used. When using the CPI, please note that it is not applicable to all consumers and should not be used to determine relative living costs.(1) Additionally, the CPI is a statistical measure vulnerable to sampling error since it is based on a sample of prices and not the complete average.(1)

Attribution: US. Bureau of Labor Statistics from The Federal Reserve Bank of St. Louis

For more information on the consumer price indexes, see:

• (1) Bureau of Economic Analysis. “CPI Detailed Report.” 2013
• (2) Handbook of Methods
• (3) Understanding the CPI: Frequently Asked Questions

This dataset was created by Finance and contains around 900 samples along with Consumer Price Index For All Urban Consumers: All Items, Title:, technical information and other features such as: - Consumer Price Index For All Urban Consumers: All Items - Title: - and more.

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Graph and download economic data for Consumer Price Index for All Urban Consumers: Gasoline (All Types) in U.S. City Average (CUUR0000SETB01) from Mar 1935 to Apr 2025 about gas, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

The FAO Food Price Index (FFPI) averaged 124.9 points in January 2025, down 2.1 points from December 2024. The highest value for the index in the past 23 years was reached in March 2022. However, the rate of food price increases has been decreasing since.

Food prices worldwide The annual FAO Food Price Index (FFPI) by category shows that the price of vegetable oils grew by a particularly large margin. One of the factors that influenced the spike in oil prices worldwide during 2020 and 2021 were the supply-chain disruptions during the COVID-19 pandemic. Moreover, after the war in Ukraine, shipping costs and grain prices also had a noticeable impact on global food prices. Global food prices are calculated to have increased by 3.68 percent, due to changes in shipping costs and grain prices. The European Union (EU) has experienced a particularly high increase in the annual consumer prices for food and non-alcoholic beverages, as compared to other selected countries worldwide. Inflation in Europe

The inflation rate for food in the EU grew from 0.2 percent in May 2021 to 19.2 percent in March 2023, as compared to the same month in the previous year. In the following months, the food inflation started decreasing again, reaching 1.86 percent in April 2024. The overall inflation rate in the Euro area reached its peak in December 2022 at 9.2 percent. The rate has since fallen to 2.4 percent in December 2024. As measured by the Harmonized Index of Consumer Prices (HICP), inflation rates in Europe were highest in Turkey, North Macedonia, and Romania as of December 2024.

In April 2025, the UK inflation rate was 3.5 percent, with prices rising fastest in the housing, water, electricity, gas and other fuels sector, which had an inflation rate of 7.8 percent. In this month, prices were rising in all sectors, except for in the clothing and footwear, and furniture sectors. UK inflation falls in 2024 After reaching a peak of 11.1 percent in October 2022, the CPI inflation rate in the UK gradually declined over several months, falling to a low of 1.7 percent by August 2024. An uptick in inflation has occurred since that month, however, and by the end of the year inflation was at 2.5 percent above the Bank of England's target rate of 2 percent. Going into 2025, recent forecasts suggest that over the course of the year, inflation will average out at 2.6 percent, with the 2 percent target not met on an annual basis until at least 2029. Roots of the inflation crisis This long period of high inflation that the UK and much of the world experienced had its roots in the post-pandemic economic recovery of 2021. During that year, as consumer demand returned, global supply chains struggled to return to full capacity, resulting in prices rising. With inflation already elevated going into 2022, Russia's invasion of Ukraine added even more inflationary pressures to the global economy. European markets which were heavily reliant on Russian oil and gas gradually phased out hydrocarbons from their economies. Food prices were also heavily impacted due to Ukraine's difficulty in exporting its agricultural products.

In March 2023, the Consumer Price Index (CPI) for oils and fats across the rural region of the south Asian country of India stood at 183.3. This meant that the price had increased by approximately 83 percent since 2012. The CPI measures the change in consumer prices of goods and services purchased by households across India over time.

Monthly indexes and percentage changes for major 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.

The statistic shows the average inflation rate in Canada from 1987 to 2024, with projections up until 2030. The inflation rate is calculated using the price increase of a defined product basket. This product basket contains products and services, on which the average consumer spends money throughout the year. They include expenses for groceries, clothes, rent, power, telecommunications, recreational activities and raw materials (e.g. gas, oil), as well as federal fees and taxes. In 2022, the average inflation rate in Canada was approximately 6.8 percent compared to the previous year. For comparison, inflation in India amounted to 5.56 percent that same year. Inflation in Canada In general, the inflation rate in Canada follows a global trend of decreasing inflation rates since 2011, with the lowest slump expected to occur during 2015, but forecasts show an increase over the following few years. Additionally, Canada's inflation rate is in quite good shape compared to the rest of the world. While oil and gas prices have dropped in Canada much like they have around the world, food and housing prices in Canada have been increasing. This has helped to offset some of the impact of dropping oil and gas prices and the effect this has had on Canada´s inflation rate. The annual consumer price index of food and non-alcoholic beverages in Canada has been steadily increasing over the last decade. The same is true for housing and other price indexes for the country. In general there is some confidence that the inflation rate will not stay this low for long, it is expected to return to a comfortable 2 percent by 2017 if estimates are correct.

In 2020, the average consumer price index (CPI) in the United Arab Emirates (UAE) was 106.73, implying a 6.7 percent increase in the price level compared to the base year of 2014. This was a slight year-on-year decrease, as the country’s 2019 CPI amounted to 109 index points.

Consumer price index (CPI) The consumer price index measures the changes in prices for a representative basket of goods and services, divided into several major categories, including food and beverages, housing, medical care, and education. In 2020, the CPI of beverages and tobacco in the UAE was estimated at 204.91 points, the highest among all categories of consumer spending that year. Meanwhile, the CPI for housing was around 100.63 index points that year.

Inflation rate The CPI is a frequently used indicator for inflation, as a positive change in the general price level suggests rising costs of living and declining purchasing power. In 2022, the nation’s inflation rate was projected to increase by nearly four percent compared to the previous year. Recent surges in the global inflation rate are likely attributable to accelerating oil prices, induced by the 2022 energy crisis.

Graph and download economic data for Consumer Price Index for All Urban Consumers: All Items Less Food and Energy in U.S. City Average (CPILFESL) from Jan 1957 to Apr 2025 about core, headline figure, all items, urban, consumer, CPI, inflation, price index, indexes, price, and USA.

In 2024, the average annual inflation rate in China ranged at around 0.2 percent compared to the previous year. For 2025, projections by the IMF expect slightly negative inflation. The monthly inflation rate in China dropped to negative values in the first quarter of 2025. Calculation of inflation The inflation rate is calculated based on the Consumer Price Index (CPI) for China. The CPI is computed using a product basket that contains a predefined range of products and services on which the average consumer spends money throughout the year. Included are expenses for groceries, clothes, rent, power, telecommunications, recreational activities, and raw materials (e.g. gas, oil), as well as federal fees and taxes. The product basked is adjusted every five years to reflect changes in consumer preference and has been updated in 2020 for the last time. The inflation rate is then calculated using changes in the CPI. As the inflation of a country is seen as a key economic indicator, it is frequently used for international comparison. China's inflation in comparison Among the main industrialized and emerging economies worldwide, China displayed comparatively low inflation in 2023 and 2024. In previous years, China's inflation ranged marginally above the inflation rates of established industrialized powerhouses such as the United States or the European Union. However, this changed in 2021, as inflation rates in developed countries rose quickly, while prices in China only increased moderately. According to IMF estimates for 2024, Zimbabwe was expected to be the country with the highest inflation rate, with a consumer price increase of about 561 percent compared to 2023. In 2023, Turkmenistan had the lowest price increase worldwide with prices actually decreasing by about 1.7 percent.

In December 2024, the inflation rate in Russia stood at around 9.5 percent compared to the same month in the previous year, showing an increase. The rate has been rising since October 2024. The highest rate during the observed period was recorded in April 2022, at 17.8 percent. The term inflation means the devaluation of money caused by a permanent increase in the price level for products (consumer goods, investment goods). The Consumer Price Index (CPI) shows the price development for private expenses and shows the current level of inflation when increasing. Russia's economy, an outlook The Russian economy was expected to grow by 1.6 percent in 2025 despite the Western sanctions over the war in Ukraine that began in February 2022. At the same time, consumer prices were projected to grow by around five percent in 2025 relative to the previous year. In 2024, the inflation rate was estimated at 7.9 percent. Prices in Russia Russia’s economy is highly dependent on and affected by the price of oil. The price of the Urals crude oil stood at approximately 62 U.S. dollars per barrel in December 2024, having demonstrated an increase from the previous month. The highest producer price index (PPI) was recorded in the electricity and gas supply sector, with a price growth rate of over 12 percent in September 2024.

In February 2025, based on preliminary figures, consumer prices in Germany increased by 2.3 percent compared to the same month of the previous year. The inflation rate is calculated using the price increase of a product basket defined by the German Federal Statistical Office. This product basket contains services and products, on which the average consumer spends money throughout the year. This includes expenses for groceries, clothes, rent, power, telecommunications, recreational activities and raw materials (i.e. gas, oil), as well as federal fees and taxes.The term inflation means the devaluation of money caused by the increase of the price level of products (consumer goods, investment goods). The Consumer Price Index shows the price trends for private consumption expenses and shows the current inflation level when increasing.

This is the data used for the estimation of the GVAR model as in "China's Emergence in the World Economy and Business Cycles in Latin America" (access the study in the related URL Section). The dataset includes quarterly data for twenty-five major advanced and emerging economies plus the euro area, covering more than 90 percent of world GDP. The variables included in the dataset are real GDP, CPI inflation, real equity prices, real exchange rates, short-term and long-term interest rates, and the price of oil. Updates of this dataset -together with the baseline GVAR code- can be found in the Related URL section below. Years covered: 1979 - 2009.

The statistic shows the inflation rate in India from 1987 to 2024, with projections up until 2030. The inflation rate is calculated using the price increase of a defined product basket. This product basket contains products and services, on which the average consumer spends money throughout the year. They include expenses for groceries, clothes, rent, power, telecommunications, recreational activities and raw materials (e.g. gas, oil), as well as federal fees and taxes. In 2024, the inflation rate in India was around 4.67 percent compared to the previous year. See figures on India's economic growth for additional information. India's inflation rate and economy Inflation is generally defined as the increase of prices of goods and services over a certain period of time, as opposed to deflation, which describes a decrease of these prices. Inflation is a significant economic indicator for a country. The inflation rate is the rate at which the general rise in the level of prices, goods and services in an economy occurs and how it affects the cost of living of those living in a particular country. It influences the interest rates paid on savings and mortgage rates but also has a bearing on levels of state pensions and benefits received. A 4 percent increase in the rate of inflation in 2011 for example would mean an individual would need to spend 4 percent more on the goods he was purchasing than he would have done in 2010. India’s inflation rate has been on the rise over the last decade. However, it has been decreasing slightly since 2010. India’s economy, however, has been doing quite well, with its GDP increasing steadily for years, and its national debt decreasing. The budget balance in relation to GDP is not looking too good, with the state deficit amounting to more than 9 percent of GDP.

In 2019, the inflation rate of the United Arab Emirates was at 1.93 percent compared to the previous year. For 2018, estimates show a sharp increase of over 3.07 percent, before inflation slumps back to around 2 percent in 2029.

Oil is keeping everything afloat

The economy of the United Arab Emirates heavily relies on oil and its respective revenues. The UAE possess vast stable oil reserves, and crude oil production is steadily increasing. Naturally, oil exports – mostly to the Asia-Pacific region – are the main economic driver, and the industrial and services sectors have divided generation of GDP almost evenly among themselves. Oil has caused the UAE economy to thrive and caused an impressive trade surplus just a few years ago, before a dramatic (but still not overly concerning) slump.

Oil is dragging everything down

When oil prices decreased, so did the trade surplus, and inflation mirrored this by skyrocketing from around one percent to over four percent in three years. Another three years later, in 2018, it spiked again at over 3.5 percent – another response to dropping oil prices. Diversifying the economy is one way for the UAE to diminish oil’s monopoly; tourism has been a growing industry over the last few years and might just stabilize inflation if another oil price slump hits.

In 2019, the average inflation rate in Singapore amounted to about 0.57 percent compared to the previous year, and it seemed to recover from sliding into the red throughout 2015 and 2016. For 2030, Singapore’s inflation is expected to level off at around 1.97 percent. Singapore’s economy in shortSingapore is a prospering, highly developed economy, relying heavily on its role as an intermediary port for transport and storage of goods and merchandise. The lion’s share of its GDP is generated by the services sector, mainly by financial services, oil-refining, and manufacturing. Tourism is also an important contributor. It is one of the leading economies in Asia with one of the highest GDPs in the ASEAN region. The great slump of 2015 to 2016As dramatic as it looks, there was no definite reason for Singapore’s inflation rate to drop below zero in 2015 and 2016. A slump in economic growth and oil prices, as well as a low consumer price index were most likely responsible for inflation taking a hit in those years. Singapore has since recovered and continues its success story as one of the leading economies in the East.

The statistic shows the inflation rate in Saudi Arabia from 1987 to 2022, with projections up until 2030. In 2023, the average inflation rate amounted to 2.33 percent compared to the previous year. Oil production in Saudi Arabia Saudi Arabia’s economy relies heavily on production and export of oil and petroleum. A look at the distribution of global oil reserves by country shows that only Venezuela possesses a higher share in global oil reserves than the Arab state. All in all, Saudi Arabia’s economy is doing quite well. The oil reserves in Saudi Arabia have increased over the last two decades, and the same can be said for the country’s gross domestic product. The unemployment rate has been stable, while the trade balance has shown a steady upwards trend with a significant jump in 2011. Accordingly, Saudi Arabia’s national debt in relation to gross domestic product has been decreasing dramatically over the last ten years. Saudi Arabia is also among the countries with the highest oil consumption worldwide; a ranking of the share of the major consuming countries in global oil consumption, which is led by the United States (which consume almost one fifth of global oil), places Saudi Arabia sixth, behind the US, Russia, and China. Being one of the leading oil producing countries, Saudi Arabia is also a member of OPEC (Organization of the Petroleum Exporting Countries), an association whose primary goal is regulating crude oil prices worldwide and coordinating the oil production and trade of the member countries. According to OPEC, the average price for crude oil has been rising since the 1960s.

South Africa’s inflation has been quite stable for the past years, levelling off between 3.2 and 6.9 percent, and is in fact expected to stabilize at around 4.5 percent in the future. South Africa is a mixed economy, generating most of its GDP through the services sector, especially tourism. However, the country struggles with unemployment and poverty.

Inflation who?

The inflation rate of a country is an important key factor to determine the country’s economic strength. It is calculated using the price increase of a defined product basket, containing goods and services on which the average consumer spends money throughout the year. They include, for example, expenses for groceries, clothes, rent, utilities, but also recreational activities, and raw materials (e.g. gas, oil), as well as federal fees and taxes. Some of these goods are more volatile than others – food prices, for example, are considered less reliable. The European Central Bank aims to keep inflation at around two percent in the long run.

What happened in 2016?

In 2016, South Africa’s inflation rate peaked at over 6.3 percent, and gross domestic product, and thus economic growth , took a hit, a sure indicator that something was affecting the country’s economic scaffolding: Low growth due to weak demand and an uncertain political future caused a crisis; then-President Jacob Zuma’s alleged mismanagement and unstable reign steeped in controversy and criminal charges even caused the economy’s outlook to be downgraded by ratings agencies. Zuma was relieved of his office in 2018 – ever since, inflation, GDP, and economic growth seem to have stabilized.

The statistic shows the inflation rate in France from 1987 to 2024, with projections up until 2030. The inflation rate is calculated using the price increase of a defined product basket. This product basket contains products and services on which the average consumer spends money throughout the year. They include expenses for groceries, clothes, rent, power, telecommunications, recreational activities, and raw materials (e.g. gas, oil), as well as federal fees and taxes. In 2024, the inflation rate in France was at about 2.32 percent compared to the previous year. The economy of France France is among the top six countries with the largest gross domestic product worldwide, behind the United Kingdom, Germany, Japan, China, and the United States. It is thus one of the leading economies worldwide. Its economy mostly relies on the services sector with almost 80 percent, agriculture making up only 1 percent of the economy and the industry sector the rest. These three sectors are typically seen as the main pillars of a country’s economy. France is also among the leading exporting countries worldwide and the leading importing countries worldwide. Both France’s exports and imports have increased over the last few years. Its trade balance (a country’s exports minus its imports) has been decreasing significantly over the last decade, which means the value of France’s exports was considerably lower than the value of its imports. France’s main exports include wine, meat, and other food products. Its main imports are manufactured goods, among other products. As for the national finances, the national debt of France has been rising steadily and it is thus counted among the countries with the highest public debt, albeit lower in the ranking. Nevertheless, the standard of living in France is quite high, its life expectancy is among the highest in the world, and the employment rate has been steady, or even rising slightly, since 2009.

The statistic shows the inflation rate in Australia from 1987 to 2023, with projections up until 2030. The inflation rate is calculated using the price increase of a defined product basket. This product basket contains products and services, on which the average consumer spends money throughout the year. They include expenses for groceries, clothes, rent, power, telecommunications, recreational activities and raw materials (e.g. gas, oil), as well as federal fees and taxes. In 2023, the average inflation rate in Australia was at about 5.62 percent compared to the previous year. Australia's economy Australia has one of the world’s largest economies and is a significant global importer and exporter. It is also labeled as one of the G20 countries, also known as the Group of Twenty, which consists of 20 major economies around the globe. The Australian economy is highly dependent on its mining sector as well as its agricultural sector in order to grow, and it exports the majority of these goods to eastern Asian countries, most prominently China. Large quantities of exports have helped Australia maintain a stable economy and furthered economic expansion, despite being affected by several economic obstacles. Australia’s GDP has seen a significant increase over the past decade, more than doubling its value, and experienced a rather quick recovery from the 2008 financial crisis, which indicates that the country experienced economic growth as well as higher productivity. One of the primary reasons is the further development of the nation’s mining industry coupled with the expansion and success of many Australian mining companies.