100+ datasets found
  1. w

    Monthly energy price estimates by product and market - Afghanistan, Armenia,...

    • microdata.worldbank.org
    Updated Jul 9, 2025
    + more versions
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    Bo Pieter Johannes Andrée (2025). Monthly energy price estimates by product and market - Afghanistan, Armenia, Gambia, The...and 10 more [Dataset]. https://microdata.worldbank.org/index.php/catalog/6134
    Explore at:
    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Bo Pieter Johannes Andrée
    Time period covered
    2007 - 2025
    Area covered
    The Gambia, Armenia, Afghanistan
    Description

    Abstract

    Energy price inflation is an important metric to inform economic policy but traditional sources of consumer prices are often produced with delay during crises and only at an aggregate level. This may poorly reflect the actual price trends in rural or poverty-stricken areas, where large populations reside in fragile situations. This data set includes energy price estimates and is intended to help gain insight in price developments beyond what can be formally measured by traditional methods. The estimates are generated using a machine-learning approach that imputes ongoing subnational price surveys, often with accuracy similar to direct measurement of prices. The data set provides new opportunities to investigate local price dynamics in areas where populations are sensitive to localized price shocks and where traditional data are not available.

    Geographic coverage notes

    The data cover the following sub-national areas: Badakhshan, Badghis, Baghlan, Balkh, Bamyan, Daykundi, Farah, Faryab, Paktya, Ghazni, Ghor, Hilmand, Hirat, Nangarhar, Jawzjan, Kabul, Kandahar, Kapisa, Khost, Kunar, Kunduz, Laghman, Logar, Wardak, Nimroz, Nuristan, Paktika, Panjsher, Parwan, Samangan, Sar-e-pul, Takhar, Uruzgan, Zabul, Market Average, Armavir, Ararat, Aragatsotn, Tavush, Gegharkunik, Shirak, Kotayk, Syunik, Lori, Vayotz Dzor, Yerevan, Kanifing Municipal Council, Central River, Upper River, West Coast, North Bank, Lower River, Bafata, Tombali, Cacheu, Sector Autonomo De Bissau, Biombo, Oio, Gabu, Bolama, Quinara, Anbar, Babil, Baghdad, Basrah, Diyala, Dahuk, Erbil, Ninewa, Kerbala, Kirkuk, Missan, Muthanna, Najaf, Qadissiya, Salah al-Din, Sulaymaniyah, Thi-Qar, Wassit, Attapeu, Bokeo, Bolikhamxai, Champasack, Houaphan, Khammouan, Louangphabang, Louangnamtha, Oudomxai, Phongsaly, Salavan, Savannakhet, Sekong, Vientiane Capital, Vientiane, Xaignabouly, Xiengkhouang, Akkar, Mount Lebanon, Baalbek-El Hermel, North, Beirut, Bekaa, El Nabatieh, South, Nimba, Grand Kru, Grand Cape Mount, Gbarpolu, Grand Bassa, Rivercess, Montserrado, River Gee, Lofa, Bomi, Bong, Sinoe, Maryland, Margibi, Grand Gedeh, Abia, Borno, Yobe, Katsina, Kano, Kaduna, Gombe, Jigawa, Kebbi, Oyo, Sokoto, Zamfara, Lagos, Adamawa, Shabelle Hoose, Juba Hoose, Bay, Banadir, Shabelle Dhexe, Gedo, Hiraan, Woqooyi Galbeed, Awdal, Bari, Juba Dhexe, Togdheer, Nugaal, Galgaduud, Bakool, Sanaag, Mudug, Sool, , Warrap, Unity, Jonglei, Northern Bahr el Ghazal, Upper Nile, Central Equatoria, Western Bahr el Ghazal, Eastern Equatoria, Western Equatoria, Lakes, Aleppo, Dar'a, Quneitra, Homs, Deir-ez-Zor, Damascus, Ar-Raqqa, Al-Hasakeh, Hama, As-Sweida, Rural Damascus, Tartous, Idleb, Lattakia, Al Dhale'e, Aden, Al Bayda, Al Maharah, Lahj, Al Jawf, Raymah, Al Hudaydah, Hajjah, Amran, Shabwah, Dhamar, Ibb, Sana'a, Al Mahwit, Marib, Hadramaut, Sa'ada, Amanat Al Asimah, Socotra, Taizz, Abyan

  2. Price Index of Private Rents, UK: monthly price statistics

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Jun 18, 2025
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    Office for National Statistics (2025). Price Index of Private Rents, UK: monthly price statistics [Dataset]. https://www.ons.gov.uk/economy/inflationandpriceindices/datasets/priceindexofprivaterentsukmonthlypricestatistics
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Jun 18, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    United Kingdom
    Description

    Private rent price statistics, including indices, annual percentage change and price levels.

  3. T

    Gold - Price Data

    • tradingeconomics.com
    • it.tradingeconomics.com
    • +13more
    csv, excel, json, xml
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    TRADING ECONOMICS (2025). Gold - Price Data [Dataset]. https://tradingeconomics.com/commodity/gold
    Explore at:
    excel, csv, json, xmlAvailable download formats
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 3, 1968 - Jul 14, 2025
    Area covered
    World
    Description

    Gold fell to 3,350.92 USD/t.oz on July 14, 2025, down 0.18% from the previous day. Over the past month, Gold's price has fallen 0.98%, but it is still 38.32% higher than a year ago, 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 July of 2025.

  4. Global monthly coal price index 2020-2025

    • statista.com
    • ai-chatbox.pro
    Updated Jun 11, 2025
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    Statista (2025). Global monthly coal price index 2020-2025 [Dataset]. https://www.statista.com/statistics/1303005/monthly-coal-price-index-worldwide/
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    Dataset updated
    Jun 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2020 - May 2025
    Area covered
    Worldwide
    Description

    The global coal price index reached 138.87 index points in May 2025. This was a decrease compared to the previous month, which also reflected a fall in the overall fuel energy price index. The global coal index expresses trading of Australian and South African coal, as both countries are among the largest exporters of coal worldwide. How coal profited from the 2022 gas crunch Throughout 2022, coal prices saw a significant net increase. This was largely due to greater fuel and electricity demand as countries slowly exited more stringent coronavirus restrictions, as well as fallout from the Russia-Ukraine war. As many European countries moved to curtailing gas imports from Russia, coal became the alternative to fill the power supply gap, more than doubling the annual average price index between 2021 and 2022. Main coal traders and receivers Although China makes up by far the largest share of worldwide coal production, it is among those countries consuming the majority of its extracted raw materials domestically. In terms of exports, Indonesia, the world's third-largest coal producer, trades more coal than any other country, followed by Australia and Russia. Meanwhile, Japan, South Korea, and Germany are among the leading coal importers, as these countries rely heavily on coal for electricity and heat generation.

  5. T

    Coal - Price Data

    • tradingeconomics.com
    • tr.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Jul 11, 2025
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    TRADING ECONOMICS (2025). Coal - Price Data [Dataset]. https://tradingeconomics.com/commodity/coal
    Explore at:
    csv, xml, json, excelAvailable download formats
    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Dec 5, 2008 - Jul 11, 2025
    Area covered
    World
    Description

    Coal rose to 112 USD/T on July 11, 2025, up 0.90% from the previous day. Over the past month, Coal's price has risen 7.07%, but it is still 16.32% lower than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Coal - values, historical data, forecasts and news - updated on July of 2025.

  6. w

    Monthly food price estimates by product and market - Burkina Faso

    • microdata.worldbank.org
    Updated Jun 20, 2025
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    Bo Pieter Johannes Andrée (2025). Monthly food price estimates by product and market - Burkina Faso [Dataset]. https://microdata.worldbank.org/index.php/catalog/study/BFA_2021_RTFP_v02_M
    Explore at:
    Dataset updated
    Jun 20, 2025
    Dataset authored and provided by
    Bo Pieter Johannes Andrée
    Time period covered
    2007 - 2025
    Area covered
    Burkina Faso
    Description

    Abstract

    Food price inflation is an important metric to inform economic policy but traditional sources of consumer prices are often produced with delay during crises and only at an aggregate level. This may poorly reflect the actual price trends in rural or poverty-stricken areas, where large populations reside in fragile situations. This data set includes food price estimates and is intended to help gain insight in price developments beyond what can be formally measured by traditional methods. The estimates are generated using a machine-learning approach that imputes ongoing subnational price surveys, often with accuracy similar to direct measurement of prices. The data set provides new opportunities to investigate local price dynamics in areas where populations are sensitive to localized price shocks and where traditional data are not available.

            A dataset of monthly food price inflation estimates (aggregated for all food products available in the data) is also available for all countries covered by this modeling exercise.
    

    Geographic coverage notes

    The data cover the following sub-national areas: SAHEL, CASCADES, SUD-OUEST, EST, BOUCLE DU MOUHOUN, CENTRE-NORD, PLATEAU-CENTRAL, HAUTS-BASSINS, CENTRE, NORD, CENTRE-SUD, CENTRE-OUEST, CENTRE-EST, Market Average

  7. UK House Price Index: monthly price statistics

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Jun 18, 2025
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    Office for National Statistics (2025). UK House Price Index: monthly price statistics [Dataset]. https://www.ons.gov.uk/economy/inflationandpriceindices/datasets/ukhousepriceindexmonthlypricestatistics
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Jun 18, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    United Kingdom
    Description

    Summary of UK House Price Index (HPI) price statistics covering England, Scotland, Wales and Northern Ireland. Full UK HPI data are available on GOV.UK.

  8. Polyvinyl chloride prices globally 2020-2024, by month

    • statista.com
    Updated Jun 27, 2025
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    Statista (2025). Polyvinyl chloride prices globally 2020-2024, by month [Dataset]. https://www.statista.com/statistics/1350554/monthly-polypropylene-price-worldwide/
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    Dataset updated
    Jun 27, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2020 - Oct 2024
    Area covered
    United States
    Description

    Global polyvinyl chloride (PVC) prices were *** U.S. dollars per metric ton in October 2024. This was the lowest monthly PVC price since May 2020. The highest price over the past three years was recorded in October 2021, at ***** U.S. dollars per metric ton. Since then, monthly PVC prices have mostly been on a downward trajectory.

  9. T

    Gasoline - Price Data

    • tradingeconomics.com
    • tr.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Jul 14, 2025
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    TRADING ECONOMICS (2025). Gasoline - Price Data [Dataset]. https://tradingeconomics.com/commodity/gasoline
    Explore at:
    json, csv, xml, excelAvailable download formats
    Dataset updated
    Jul 14, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Oct 3, 2005 - Jul 14, 2025
    Area covered
    World
    Description

    Gasoline fell to 2.16 USD/Gal on July 14, 2025, down 1.30% from the previous day. Over the past month, Gasoline's price has fallen 3.40%, and is down 13.22% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Gasoline - values, historical data, forecasts and news - updated on July of 2025.

  10. China CN: CPI: Industrial Consumable (Excluding Energy)

    • ceicdata.com
    Updated Feb 2, 2018
    + more versions
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    CEICdata.com (2018). China CN: CPI: Industrial Consumable (Excluding Energy) [Dataset]. https://www.ceicdata.com/en/china/consumer-price-index-same-month-py100
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    Dataset updated
    Feb 2, 2018
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Mar 1, 2022 - Feb 1, 2025
    Area covered
    China
    Variables measured
    Consumer Prices
    Description

    CN: CPI: Industrial Consumable (Excluding Energy) data was reported at 100.500 Prev Year=100 in Mar 2025. This records an increase from the previous number of 100.200 Prev Year=100 for Feb 2025. CN: CPI: Industrial Consumable (Excluding Energy) data is updated monthly, averaging 100.100 Prev Year=100 from Mar 2022 (Median) to Mar 2025, with 10 observations. The data reached an all-time high of 100.700 Prev Year=100 in Mar 2022 and a record low of 99.500 Prev Year=100 in Jun 2023. CN: CPI: Industrial Consumable (Excluding Energy) data remains active status in CEIC and is reported by National Bureau of Statistics. The data is categorized under China Premium Database’s Inflation – Table CN.IA: Consumer Price Index: Same Month PY=100.

  11. Consumer Price Index - Monthly Report on the Consumer Price Index [Report] |...

    • data.gov.hk
    Updated Feb 1, 2001
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    data.gov.hk (2001). Consumer Price Index - Monthly Report on the Consumer Price Index [Report] | DATA.GOV.HK [Dataset]. https://data.gov.hk/en-data/dataset/hk-censtatd-tablechart-b1060001
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    Dataset updated
    Feb 1, 2001
    Dataset provided by
    data.gov.hk
    Description

    Consumer Price Index - Monthly Report on the Consumer Price Index [Report]

  12. T

    Wheat - Price Data

    • tradingeconomics.com
    • pl.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Jul 14, 2025
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    TRADING ECONOMICS (2016). Wheat - Price Data [Dataset]. https://tradingeconomics.com/commodity/wheat
    Explore at:
    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Jul 14, 2025
    Dataset authored and provided by
    TRADING ECONOMICS
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Sep 21, 1977 - Jul 14, 2025
    Area covered
    World
    Description

    Wheat fell to 541.48 USd/Bu on July 14, 2025, down 0.65% from the previous day. Over the past month, Wheat's price has risen 0.93%, and is up 1.69% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Wheat - values, historical data, forecasts and news - updated on July of 2025.

  13. d

    Car Price Data | Car Data | Current Prices (Europe) | Current Month | Price...

    • datarade.ai
    .csv
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    Datatorq, Car Price Data | Car Data | Current Prices (Europe) | Current Month | Price Strategy [Dataset]. https://datarade.ai/data-products/datatorq-car-price-data-car-data-current-prices-europe-datatorq
    Explore at:
    .csvAvailable download formats
    Dataset authored and provided by
    Datatorq
    Area covered
    Europe, Netherlands, Czech Republic, Sweden, France, Poland, United Kingdom, Ireland, Romania, Slovakia, Denmark
    Description

    Datatorq's Car Data: Your Key to Market Dominance Gain a competitive edge in the European LCV market with our granular Car Price Data. Make data-driven decisions to optimize your product and pricing strategies. Our monthly updates ensure you always have the latest insights at your fingertips.

    Essential for: - Product Development - Pricing Strategy - Market Analysis - Competitor Benchmarking - Total Cost of Ownership (TCO)

    Uncover hidden trends and predict future price movements with our comprehensive car price data. Say goodbye to guesswork and make data-driven decisions to optimize your pricing strategy. Benchmark your performance against industry leaders and maximize your profit margins and market share.

    Covering: France, UK, Italy, Poland, Netherlands, Spain, Belgium, Germany, Austria, Czechia, Portugal, Romania, Switzerland, Bulgaria, Croatia, Denmark, Hungary, Norway, Slovenia, Sweden, and Ireland.

    Revolutionize your LCV business with Datatorq's Car Price Data. Unlock pricing success today.

  14. China CN: CPI: Energy

    • ceicdata.com
    Updated Feb 2, 2018
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    CEICdata.com (2018). China CN: CPI: Energy [Dataset]. https://www.ceicdata.com/en/china/consumer-price-index-same-month-py100
    Explore at:
    Dataset updated
    Feb 2, 2018
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2023 - Dec 1, 2024
    Area covered
    China
    Variables measured
    Consumer Prices
    Description

    CN: CPI: Energy data was reported at 98.300 Prev Year=100 in Dec 2024. This records an increase from the previous number of 96.200 Prev Year=100 for Nov 2024. CN: CPI: Energy data is updated monthly, averaging 99.400 Prev Year=100 from Jan 2023 (Median) to Dec 2024, with 12 observations. The data reached an all-time high of 103.400 Prev Year=100 in May 2024 and a record low of 90.700 Prev Year=100 in Jun 2023. CN: CPI: Energy data remains active status in CEIC and is reported by National Bureau of Statistics. The data is categorized under China Premium Database’s Inflation – Table CN.IA: Consumer Price Index: Same Month PY=100.

  15. United States: monthly prices of oats January 2019-June 2025

    • app.indexbox.io
    Updated Feb 1, 2001
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    IndexBox AI Platform (2001). United States: monthly prices of oats January 2019-June 2025 [Dataset]. https://app.indexbox.io/report/1004/840/monthly-prices/
    Explore at:
    Dataset updated
    Feb 1, 2001
    Dataset provided by
    IndexBox
    Authors
    IndexBox AI Platform
    License

    Attribution-NoDerivs 3.0 (CC BY-ND 3.0)https://creativecommons.org/licenses/by-nd/3.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2019 - Dec 31, 2025
    Area covered
    United States
    Description

    Statistics illustrates monthly prices of oats in the United States from January 2019 to June 2025.

  16. w

    Monthly food price inflation estimates by country - Afghanistan, Armenia,...

    • microdata.worldbank.org
    Updated Jul 9, 2025
    + more versions
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    Bo Pieter Johannes Andrée (2025). Monthly food price inflation estimates by country - Afghanistan, Armenia, Bangladesh...and 33 more [Dataset]. https://microdata.worldbank.org/index.php/catalog/4509
    Explore at:
    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Bo Pieter Johannes Andrée
    Time period covered
    2008 - 2025
    Area covered
    Bangladesh
    Description

    Abstract

    Food price inflation is an important metric to inform economic policy but traditional sources of consumer prices are often produced with delay during crises and only at an aggregate level. This may poorly reflect the actual price trends in rural or poverty-stricken areas, where large populations reside in fragile situations. This data set includes food price estimates and is intended to help gain insight in price developments beyond what can be formally measured by traditional methods. The estimates are generated using a machine-learning approach that imputes ongoing subnational price surveys, often with accuracy similar to direct measurement of prices. The data set provides new opportunities to investigate local price dynamics in areas where populations are sensitive to localized price shocks and where traditional data are not available.

    Geographic coverage notes

    The data cover the following areas: Afghanistan, Armenia, Bangladesh, Burkina Faso, Burundi, Cameroon, Central African Republic, Chad, Congo, Dem. Rep., Congo, Rep., Gambia, The, Guinea, Guinea-Bissau, Haiti, Indonesia, Iraq, Kenya, Lao PDR, Lebanon, Liberia, Libya, Malawi, Mali, Mauritania, Mozambique, Myanmar, Niger, Nigeria, Philippines, Senegal, Somalia, South Sudan, Sri Lanka, Sudan, Syrian Arab Republic, Yemen, Rep.

  17. F

    Global price of Tin

    • fred.stlouisfed.org
    json
    Updated Jun 26, 2025
    + more versions
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    (2025). Global price of Tin [Dataset]. https://fred.stlouisfed.org/series/PTINUSDM
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jun 26, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Description

    Graph and download economic data for Global price of Tin (PTINUSDM) from Jan 1990 to May 2025 about tin, World, metals, and price.

  18. Industrial product price index, by major product group, monthly

    • www150.statcan.gc.ca
    • ouvert.canada.ca
    • +1more
    Updated Jun 20, 2025
    + more versions
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    Government of Canada, Statistics Canada (2025). Industrial product price index, by major product group, monthly [Dataset]. http://doi.org/10.25318/1810026501-eng
    Explore at:
    Dataset updated
    Jun 20, 2025
    Dataset provided by
    Statistics Canadahttps://statcan.gc.ca/en
    Area covered
    Canada
    Description

    Industrial product price index (IPPI), by major product group by North American Product Classification System (NAPCS) 2017 Version 2.0. Monthly data are available from January 1956. The table presents data for the most recent reference period and the last four periods. The base period for the index is (202001=100).

  19. F

    Global price of Copper

    • fred.stlouisfed.org
    json
    Updated Jun 26, 2025
    + more versions
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    (2025). Global price of Copper [Dataset]. https://fred.stlouisfed.org/series/PCOPPUSDM
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jun 26, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Description

    Graph and download economic data for Global price of Copper (PCOPPUSDM) from Jan 1990 to May 2025 about copper, World, metals, and price.

  20. F

    Housing Inventory: Average Listing Price Month-Over-Month in Florida

    • fred.stlouisfed.org
    json
    Updated Jul 10, 2025
    + more versions
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    (2025). Housing Inventory: Average Listing Price Month-Over-Month in Florida [Dataset]. https://fred.stlouisfed.org/series/AVELISPRIMMFL
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jul 10, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-citation-requiredhttps://fred.stlouisfed.org/legal/#copyright-citation-required

    Area covered
    Florida
    Description

    Graph and download economic data for Housing Inventory: Average Listing Price Month-Over-Month in Florida (AVELISPRIMMFL) from Jul 2017 to Jun 2025 about average, FL, listing, price, and USA.

Share
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Email
Click to copy link
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Close
Cite
Bo Pieter Johannes Andrée (2025). Monthly energy price estimates by product and market - Afghanistan, Armenia, Gambia, The...and 10 more [Dataset]. https://microdata.worldbank.org/index.php/catalog/6134

Monthly energy price estimates by product and market - Afghanistan, Armenia, Gambia, The...and 10 more

Explore at:
Dataset updated
Jul 9, 2025
Dataset authored and provided by
Bo Pieter Johannes Andrée
Time period covered
2007 - 2025
Area covered
The Gambia, Armenia, Afghanistan
Description

Abstract

Energy price inflation is an important metric to inform economic policy but traditional sources of consumer prices are often produced with delay during crises and only at an aggregate level. This may poorly reflect the actual price trends in rural or poverty-stricken areas, where large populations reside in fragile situations. This data set includes energy price estimates and is intended to help gain insight in price developments beyond what can be formally measured by traditional methods. The estimates are generated using a machine-learning approach that imputes ongoing subnational price surveys, often with accuracy similar to direct measurement of prices. The data set provides new opportunities to investigate local price dynamics in areas where populations are sensitive to localized price shocks and where traditional data are not available.

Geographic coverage notes

The data cover the following sub-national areas: Badakhshan, Badghis, Baghlan, Balkh, Bamyan, Daykundi, Farah, Faryab, Paktya, Ghazni, Ghor, Hilmand, Hirat, Nangarhar, Jawzjan, Kabul, Kandahar, Kapisa, Khost, Kunar, Kunduz, Laghman, Logar, Wardak, Nimroz, Nuristan, Paktika, Panjsher, Parwan, Samangan, Sar-e-pul, Takhar, Uruzgan, Zabul, Market Average, Armavir, Ararat, Aragatsotn, Tavush, Gegharkunik, Shirak, Kotayk, Syunik, Lori, Vayotz Dzor, Yerevan, Kanifing Municipal Council, Central River, Upper River, West Coast, North Bank, Lower River, Bafata, Tombali, Cacheu, Sector Autonomo De Bissau, Biombo, Oio, Gabu, Bolama, Quinara, Anbar, Babil, Baghdad, Basrah, Diyala, Dahuk, Erbil, Ninewa, Kerbala, Kirkuk, Missan, Muthanna, Najaf, Qadissiya, Salah al-Din, Sulaymaniyah, Thi-Qar, Wassit, Attapeu, Bokeo, Bolikhamxai, Champasack, Houaphan, Khammouan, Louangphabang, Louangnamtha, Oudomxai, Phongsaly, Salavan, Savannakhet, Sekong, Vientiane Capital, Vientiane, Xaignabouly, Xiengkhouang, Akkar, Mount Lebanon, Baalbek-El Hermel, North, Beirut, Bekaa, El Nabatieh, South, Nimba, Grand Kru, Grand Cape Mount, Gbarpolu, Grand Bassa, Rivercess, Montserrado, River Gee, Lofa, Bomi, Bong, Sinoe, Maryland, Margibi, Grand Gedeh, Abia, Borno, Yobe, Katsina, Kano, Kaduna, Gombe, Jigawa, Kebbi, Oyo, Sokoto, Zamfara, Lagos, Adamawa, Shabelle Hoose, Juba Hoose, Bay, Banadir, Shabelle Dhexe, Gedo, Hiraan, Woqooyi Galbeed, Awdal, Bari, Juba Dhexe, Togdheer, Nugaal, Galgaduud, Bakool, Sanaag, Mudug, Sool, , Warrap, Unity, Jonglei, Northern Bahr el Ghazal, Upper Nile, Central Equatoria, Western Bahr el Ghazal, Eastern Equatoria, Western Equatoria, Lakes, Aleppo, Dar'a, Quneitra, Homs, Deir-ez-Zor, Damascus, Ar-Raqqa, Al-Hasakeh, Hama, As-Sweida, Rural Damascus, Tartous, Idleb, Lattakia, Al Dhale'e, Aden, Al Bayda, Al Maharah, Lahj, Al Jawf, Raymah, Al Hudaydah, Hajjah, Amran, Shabwah, Dhamar, Ibb, Sana'a, Al Mahwit, Marib, Hadramaut, Sa'ada, Amanat Al Asimah, Socotra, Taizz, Abyan

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