100+ datasets found
  1. T

    Lean Hogs - Price Data

    • tradingeconomics.com
    • ko.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Oct 22, 2016
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    TRADING ECONOMICS (2016). Lean Hogs - Price Data [Dataset]. https://tradingeconomics.com/commodity/lean-hogs
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    xml, csv, json, excelAvailable download formats
    Dataset updated
    Oct 22, 2016
    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
    Aug 11, 1977 - Jun 9, 2025
    Area covered
    World
    Description

    Lean Hogs rose to 102.69 USd/Lbs on June 9, 2025, up 0.06% from the previous day. Over the past month, Lean Hogs's price has risen 4.47%, and is up 11.32% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Lean Hogs - values, historical data, forecasts and news - updated on June of 2025.

  2. Pork Commodity Prices

    • indexbox.io
    doc, xls, xlsx
    Updated Apr 1, 2025
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    IndexBox Inc. (2025). Pork Commodity Prices [Dataset]. https://www.indexbox.io/search/pork-commodity-prices/
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    xlsx, doc, xlsAvailable download formats
    Dataset updated
    Apr 1, 2025
    Dataset provided by
    IndexBox
    Authors
    IndexBox Inc.
    Time period covered
    Jan 1, 2012 - Apr 15, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Pork commodity prices are influenced by factors such as supply and demand dynamics, production costs, weather conditions, and government policies. This article explores how these factors can cause fluctuations in prices, and discusses the implications for the pork industry and global food market.

  3. F

    Producer Price Index by Commodity: Processed Foods and Feeds: Pork Products,...

    • fred.stlouisfed.org
    json
    Updated Jun 12, 2025
    + more versions
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    (2025). Producer Price Index by Commodity: Processed Foods and Feeds: Pork Products, Fresh, Frozen, or Processed, Except Sausage [Dataset]. https://fred.stlouisfed.org/series/WPU022104
    Explore at:
    jsonAvailable download formats
    Dataset updated
    Jun 12, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Producer Price Index by Commodity: Processed Foods and Feeds: Pork Products, Fresh, Frozen, or Processed, Except Sausage (WPU022104) from Jan 1947 to May 2025 about meat, processed, food, commodities, PPI, inflation, price index, indexes, price, and USA.

  4. F

    Global price of Swine

    • fred.stlouisfed.org
    json
    Updated May 13, 2025
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    (2025). Global price of Swine [Dataset]. https://fred.stlouisfed.org/series/PPORKUSDM
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    jsonAvailable download formats
    Dataset updated
    May 13, 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 Swine (PPORKUSDM) from Jan 1990 to Apr 2025 about hogs, livestock, World, and price.

  5. Cambodia Commodity Price: Phnom Penh: Pork

    • ceicdata.com
    Updated Mar 25, 2025
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    CEICdata.com (2025). Cambodia Commodity Price: Phnom Penh: Pork [Dataset]. https://www.ceicdata.com/en/cambodia/phnom-penh-commodity-price-index/commodity-price-phnom-penh-pork
    Explore at:
    Dataset updated
    Mar 25, 2025
    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 10, 2025 - Mar 25, 2025
    Area covered
    Cambodia
    Description

    Cambodia Commodity Price: Phnom Penh: Pork data was reported at 19,000.000 KHR/kg in 16 May 2025. This stayed constant from the previous number of 19,000.000 KHR/kg for 15 May 2025. Cambodia Commodity Price: Phnom Penh: Pork data is updated daily, averaging 23,600.000 KHR/kg from Oct 2021 (Median) to 16 May 2025, with 895 observations. The data reached an all-time high of 82,000.000 KHR/kg in 03 Nov 2021 and a record low of 18,500.000 KHR/kg in 01 May 2024. Cambodia Commodity Price: Phnom Penh: Pork data remains active status in CEIC and is reported by Ministry of Commerce. The data is categorized under Global Database’s Cambodia – Table KH.P: Phnom Penh: Commodity Price Index.

  6. T

    United States - Producer Price Index by Commodity: Processed Foods and...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Dec 29, 2020
    + more versions
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    TRADING ECONOMICS (2020). United States - Producer Price Index by Commodity: Processed Foods and Feeds: Pork, Processed or Cured, Not Canned or Made Into Sausage [Dataset]. https://tradingeconomics.com/united-states/producer-price-index-by-commodity-for-processed-foods-and-feeds-pork-processed-or-cured-not-canned-or-made-into-sausage-fed-data.html
    Explore at:
    excel, csv, xml, jsonAvailable download formats
    Dataset updated
    Dec 29, 2020
    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 1, 1976 - Dec 31, 2025
    Area covered
    United States
    Description

    United States - Producer Price Index by Commodity: Processed Foods and Feeds: Pork, Processed or Cured, Not Canned or Made Into Sausage was 181.61100 Index Jun 2001=100 in May of 2025, according to the United States Federal Reserve. Historically, United States - Producer Price Index by Commodity: Processed Foods and Feeds: Pork, Processed or Cured, Not Canned or Made Into Sausage reached a record high of 187.73300 in October of 2022 and a record low of 92.20000 in June of 2002. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Producer Price Index by Commodity: Processed Foods and Feeds: Pork, Processed or Cured, Not Canned or Made Into Sausage - last updated from the United States Federal Reserve on June of 2025.

  7. Commodity prices of pigs in the United Kingdom (UK) 2009-2019

    • statista.com
    Updated May 6, 2025
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    Statista (2025). Commodity prices of pigs in the United Kingdom (UK) 2009-2019 [Dataset]. https://www.statista.com/statistics/280442/commodity-prices-of-pork-in-the-united-kingdom-uk/
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    Dataset updated
    May 6, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom
    Description

    This statistic illustrates the average price per metric ton of pig in the United Kingdom (UK) from 2002 to 2019, according to published agricultural and commodity price figures. In 2018, the price of pig was 1,518.2 British Pound Sterling (GBP) per metric ton.

  8. Australia Retail Price: Meat: Pork

    • ceicdata.com
    Updated Dec 28, 2018
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    CEICdata.com (2018). Australia Retail Price: Meat: Pork [Dataset]. https://www.ceicdata.com/en/australia/agricultural-commodity-prices/retail-price-meat-pork
    Explore at:
    Dataset updated
    Dec 28, 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
    Dec 1, 2015 - Sep 1, 2018
    Area covered
    Australia
    Variables measured
    Domestic Trade Price
    Description

    Australia Retail Price: Meat: Pork data was reported at 1,247.528 0.01 AUD/kg in Sep 2018. This records an increase from the previous number of 1,223.427 0.01 AUD/kg for Jun 2018. Australia Retail Price: Meat: Pork data is updated quarterly, averaging 1,112.389 0.01 AUD/kg from Mar 2004 (Median) to Sep 2018, with 59 observations. The data reached an all-time high of 1,247.528 0.01 AUD/kg in Sep 2018 and a record low of 959.720 0.01 AUD/kg in Sep 2004. Australia Retail Price: Meat: Pork data remains active status in CEIC and is reported by Australian Bureau of Agricultural and Resource Economics and Sciences. The data is categorized under Global Database’s Australia – Table AU.P002: Agricultural Commodity Prices.

  9. k

    TR/CC CRB Lean Hogs Index: Where is the Pork Market Headed? (Forecast)

    • kappasignal.com
    Updated Nov 12, 2024
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    KappaSignal (2024). TR/CC CRB Lean Hogs Index: Where is the Pork Market Headed? (Forecast) [Dataset]. https://www.kappasignal.com/2024/11/trcc-crb-lean-hogs-index-where-is-pork.html
    Explore at:
    Dataset updated
    Nov 12, 2024
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    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.

    TR/CC CRB Lean Hogs Index: Where is the Pork Market Headed?

    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

  10. F

    Producer Price Index by Commodity: Processed Foods and Feeds: Boxed Meat...

    • fred.stlouisfed.org
    json
    Updated May 15, 2025
    + more versions
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    (2025). Producer Price Index by Commodity: Processed Foods and Feeds: Boxed Meat (Beef, Pork, Lamb, etc.), Made from Purchased Carcasses [Dataset]. https://fred.stlouisfed.org/series/WPU02210504
    Explore at:
    jsonAvailable download formats
    Dataset updated
    May 15, 2025
    License

    https://fred.stlouisfed.org/legal/#copyright-public-domainhttps://fred.stlouisfed.org/legal/#copyright-public-domain

    Description

    Graph and download economic data for Producer Price Index by Commodity: Processed Foods and Feeds: Boxed Meat (Beef, Pork, Lamb, etc.), Made from Purchased Carcasses (WPU02210504) from Jun 2008 to Apr 2025 about sheep, livestock, meat, purchase, processed, food, commodities, PPI, inflation, price index, indexes, price, and USA.

  11. Pork - Belly Composite Prices

    • emeat.io
    Updated Aug 11, 2021
    + more versions
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    USDA (2021). Pork - Belly Composite Prices [Dataset]. https://emeat.io/items/detail/pork-cuts-and-others/belly-composite
    Explore at:
    Dataset updated
    Aug 11, 2021
    Dataset provided by
    Authors
    USDA
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    Current price of Pork Belly Composite. Daily U.S. Pork Cuts prices per pound, based on negotiated prices and volume of boxed pork cuts delivered within 0-14 days and on average industry cutting yields.

  12. C

    China CN: Settlement Price: Dalian Commodity Exchange: Live Hog: 3rd Month

    • ceicdata.com
    Updated Dec 15, 2024
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    CEICdata.com (2024). China CN: Settlement Price: Dalian Commodity Exchange: Live Hog: 3rd Month [Dataset]. https://www.ceicdata.com/en/china/dalian-commodity-exchange-commodity-futures-settlement-price-daily/cn-settlement-price-dalian-commodity-exchange-live-hog-3rd-month
    Explore at:
    Dataset updated
    Dec 15, 2024
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Mar 11, 2025 - Mar 26, 2025
    Area covered
    China
    Variables measured
    Securities Price Index
    Description

    China Settlement Price: Dalian Commodity Exchange: Live Hog: 3rd Month data was reported at 13,870.000 RMB/Ton in 13 May 2025. This records a decrease from the previous number of 13,885.000 RMB/Ton for 12 May 2025. China Settlement Price: Dalian Commodity Exchange: Live Hog: 3rd Month data is updated daily, averaging 17,100.000 RMB/Ton from Jan 2021 (Median) to 13 May 2025, with 1049 observations. The data reached an all-time high of 28,005.000 RMB/Ton in 02 Mar 2021 and a record low of 12,840.000 RMB/Ton in 10 Jan 2025. China Settlement Price: Dalian Commodity Exchange: Live Hog: 3rd Month data remains active status in CEIC and is reported by Dalian Commodity Exchange. The data is categorized under China Premium Database’s Financial Market – Table CN.ZB: Dalian Commodity Exchange: Commodity Futures: Settlement Price: Daily.

  13. T

    United States - Producer Price Index by Commodity: Processed Foods and...

    • tradingeconomics.com
    csv, excel, json, xml
    Updated Mar 6, 2020
    + more versions
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    TRADING ECONOMICS (2020). United States - Producer Price Index by Commodity: Processed Foods and Feeds: Boxed Meat (Beef, Pork, Lamb, etc.), Made from Purchased Carcasses [Dataset]. https://tradingeconomics.com/united-states/producer-price-index-by-commodity-for-processed-foods-and-feeds-boxed-meat-beef-pork-lamb-etc--made-from-purchased-carcasses-fed-data.html
    Explore at:
    csv, json, excel, xmlAvailable download formats
    Dataset updated
    Mar 6, 2020
    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 1, 1976 - Dec 31, 2025
    Area covered
    United States
    Description

    United States - Producer Price Index by Commodity: Processed Foods and Feeds: Boxed Meat (Beef, Pork, Lamb, etc.), Made from Purchased Carcasses was 139.72800 Index Jun 2008=100 in March of 2025, according to the United States Federal Reserve. Historically, United States - Producer Price Index by Commodity: Processed Foods and Feeds: Boxed Meat (Beef, Pork, Lamb, etc.), Made from Purchased Carcasses reached a record high of 149.64100 in July of 2024 and a record low of 93.60000 in August of 2009. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Producer Price Index by Commodity: Processed Foods and Feeds: Boxed Meat (Beef, Pork, Lamb, etc.), Made from Purchased Carcasses - last updated from the United States Federal Reserve on May of 2025.

  14. T

    Beef - Price Data

    • tradingeconomics.com
    • jp.tradingeconomics.com
    • +13more
    csv, excel, json, xml
    Updated Mar 15, 2013
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    TRADING ECONOMICS (2013). Beef - Price Data [Dataset]. https://tradingeconomics.com/commodity/beef
    Explore at:
    json, excel, xml, csvAvailable download formats
    Dataset updated
    Mar 15, 2013
    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 25, 2001 - Jun 6, 2025
    Area covered
    World
    Description

    Beef traded flat at 311.15 BRL/15KG on June 6, 2025. Over the past month, Beef's price has fallen 1.46%, but it is still 44.52% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Beef - values, historical data, forecasts and news - updated on June of 2025.

  15. C

    China CN: Settlement Price: Dalian Commodity Exchange: Live Hog: 1st Month

    • ceicdata.com
    Updated Mar 26, 2025
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    CEICdata.com (2025). China CN: Settlement Price: Dalian Commodity Exchange: Live Hog: 1st Month [Dataset]. https://www.ceicdata.com/en/china/dalian-commodity-exchange-commodity-futures-settlement-price-daily/cn-settlement-price-dalian-commodity-exchange-live-hog-1st-month
    Explore at:
    Dataset updated
    Mar 26, 2025
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Mar 11, 2025 - Mar 26, 2025
    Area covered
    China
    Variables measured
    Securities Price Index
    Description

    China Settlement Price: Dalian Commodity Exchange: Live Hog: 1st Month data was reported at 14,015.000 RMB/Ton in 13 May 2025. This records a decrease from the previous number of 14,150.000 RMB/Ton for 12 May 2025. China Settlement Price: Dalian Commodity Exchange: Live Hog: 1st Month data is updated daily, averaging 15,130.000 RMB/Ton from Jan 2021 (Median) to 13 May 2025, with 1049 observations. The data reached an all-time high of 29,100.000 RMB/Ton in 01 Mar 2021 and a record low of 11,215.000 RMB/Ton in 01 Mar 2022. China Settlement Price: Dalian Commodity Exchange: Live Hog: 1st Month data remains active status in CEIC and is reported by Dalian Commodity Exchange. The data is categorized under China Premium Database’s Financial Market – Table CN.ZB: Dalian Commodity Exchange: Commodity Futures: Settlement Price: Daily.

  16. P

    Philippines Retail Price: Pork, Lean Meat: Metro Manila

    • ceicdata.com
    Updated Jan 15, 2025
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    CEICdata.com (2025). Philippines Retail Price: Pork, Lean Meat: Metro Manila [Dataset]. https://www.ceicdata.com/en/philippines/retail-price-selected-agricultural-commodities/retail-price-pork-lean-meat-metro-manila
    Explore at:
    Dataset updated
    Jan 15, 2025
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Apr 13, 2018 - Jun 29, 2018
    Area covered
    Philippines
    Variables measured
    Domestic Trade Price
    Description

    Philippines Retail Price: Pork, Lean Meat: Metro Manila data was reported at 220.000 PHP/kg in 07 Dec 2018. This stayed constant from the previous number of 220.000 PHP/kg for 30 Nov 2018. Philippines Retail Price: Pork, Lean Meat: Metro Manila data is updated weekly, averaging 190.000 PHP/kg from Dec 2013 (Median) to 07 Dec 2018, with 259 observations. The data reached an all-time high of 220.000 PHP/kg in 07 Dec 2018 and a record low of 180.000 PHP/kg in 20 Jan 2017. Philippines Retail Price: Pork, Lean Meat: Metro Manila data remains active status in CEIC and is reported by Philippine Statistics Authority. The data is categorized under Global Database’s Philippines – Table PH.P001: Retail Price: Selected Agricultural Commodities.

  17. M

    Myanmar Retail Price: Meat, Poultry and Eggs: Pork

    • ceicdata.com
    Updated Oct 15, 2017
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    CEICdata.com (2017). Myanmar Retail Price: Meat, Poultry and Eggs: Pork [Dataset]. https://www.ceicdata.com/en/myanmar/retail-price-selected-commodities/retail-price-meat-poultry-and-eggs-pork
    Explore at:
    Dataset updated
    Oct 15, 2017
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Nov 1, 2016 - Oct 1, 2017
    Area covered
    Myanmar (Burma)
    Description

    Myanmar Retail Price: Meat, Poultry and Eggs: Pork data was reported at 9,156.460 MMK/Viss in Apr 2018. This records an increase from the previous number of 9,135.590 MMK/Viss for Mar 2018. Myanmar Retail Price: Meat, Poultry and Eggs: Pork data is updated monthly, averaging 5,829.090 MMK/Viss from Jan 2005 (Median) to Apr 2018, with 160 observations. The data reached an all-time high of 9,156.460 MMK/Viss in Apr 2018 and a record low of 2,124.280 MMK/Viss in Jan 2005. Myanmar Retail Price: Meat, Poultry and Eggs: Pork data remains active status in CEIC and is reported by Ministry of Planning and Finance. The data is categorized under Global Database’s Myanmar – Table MM.P001: Retail Price: Selected Commodities.

  18. f

    Table 3_Improving agricultural commodity allocation and market regulation: a...

    • figshare.com
    xlsx
    Updated Apr 28, 2025
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    Lihua Zhang; Fushun Wang; Kejian Wang; Zhenxue He; Chen Chen; Jiahao Liu; Chao Wang; Zhe Wang (2025). Table 3_Improving agricultural commodity allocation and market regulation: a novel hybrid model based on dual decomposition and enhanced BiLSTM for price prediction.xlsx [Dataset]. http://doi.org/10.3389/fsufs.2025.1568041.s004
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Apr 28, 2025
    Dataset provided by
    Frontiers
    Authors
    Lihua Zhang; Fushun Wang; Kejian Wang; Zhenxue He; Chen Chen; Jiahao Liu; Chao Wang; Zhe Wang
    License

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

    Description

    As an essential part of daily life, the drastic fluctuations in agricultural commodity prices significantly impact producers’ motivation and consumers’ quality of life, further exacerbating market uncertainty and unsustainability. The ability to scientifically and effectively predict agricultural commodity prices is of great significance for the rational deployment of market mechanisms, the timely adjustment of supply chains, and the promotion of food policy adjustments. This paper proposes a sustainable hybrid model SV-PSO-BiLSTM which integrates Seasonal-Trend decomposition procedure based on Loess (STL), Variational Mode Decomposition (VMD), Particle Swarm Optimization (PSO), and Bidirectional Long Short-Term Memory (BiLSTM) neural networks. This innovative approach first performs seasonal decomposition of the original data using the STL method, then applies the VMD method for double decomposition of the residual components, reconstructs the data based on sample entropy, and finally predicts agricultural commodity market prices using the BiLSTM network model optimized by the PSO algorithm. This paper investigates the market price dynamics of four agricultural commodities (chili, garlic, ginger, and pork) and one agricultural financial derivative (soybean futures). The experimental results indicate that the proposed SV-PSO-BiLSTM hybrid model achieves average values of 0.2241 for root mean square error (RMSE), 0.1665 for mean absolute error (MAE), 0.0207 for mean absolute percentage error (MAPE), and 0.9851 for the coefficient of determination (R2). These results surpass those of other comparative models, demonstrating stronger generalization, reliability, and stability. The research findings can provide effective guidance for the reasonable regulation of agricultural commodity market prices and further promote the healthy and sustainable development of the agricultural commodity industry.

  19. f

    Table 1_Improving agricultural commodity allocation and market regulation: a...

    • figshare.com
    • frontiersin.figshare.com
    xlsx
    Updated Apr 28, 2025
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    Lihua Zhang; Fushun Wang; Kejian Wang; Zhenxue He; Chen Chen; Jiahao Liu; Chao Wang; Zhe Wang (2025). Table 1_Improving agricultural commodity allocation and market regulation: a novel hybrid model based on dual decomposition and enhanced BiLSTM for price prediction.xlsx [Dataset]. http://doi.org/10.3389/fsufs.2025.1568041.s002
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Apr 28, 2025
    Dataset provided by
    Frontiers
    Authors
    Lihua Zhang; Fushun Wang; Kejian Wang; Zhenxue He; Chen Chen; Jiahao Liu; Chao Wang; Zhe Wang
    License

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

    Description

    As an essential part of daily life, the drastic fluctuations in agricultural commodity prices significantly impact producers’ motivation and consumers’ quality of life, further exacerbating market uncertainty and unsustainability. The ability to scientifically and effectively predict agricultural commodity prices is of great significance for the rational deployment of market mechanisms, the timely adjustment of supply chains, and the promotion of food policy adjustments. This paper proposes a sustainable hybrid model SV-PSO-BiLSTM which integrates Seasonal-Trend decomposition procedure based on Loess (STL), Variational Mode Decomposition (VMD), Particle Swarm Optimization (PSO), and Bidirectional Long Short-Term Memory (BiLSTM) neural networks. This innovative approach first performs seasonal decomposition of the original data using the STL method, then applies the VMD method for double decomposition of the residual components, reconstructs the data based on sample entropy, and finally predicts agricultural commodity market prices using the BiLSTM network model optimized by the PSO algorithm. This paper investigates the market price dynamics of four agricultural commodities (chili, garlic, ginger, and pork) and one agricultural financial derivative (soybean futures). The experimental results indicate that the proposed SV-PSO-BiLSTM hybrid model achieves average values of 0.2241 for root mean square error (RMSE), 0.1665 for mean absolute error (MAE), 0.0207 for mean absolute percentage error (MAPE), and 0.9851 for the coefficient of determination (R2). These results surpass those of other comparative models, demonstrating stronger generalization, reliability, and stability. The research findings can provide effective guidance for the reasonable regulation of agricultural commodity market prices and further promote the healthy and sustainable development of the agricultural commodity industry.

  20. P

    Philippines Retail Price: Pork, Lean Meat: National Capital Region

    • ceicdata.com
    Updated Mar 15, 2018
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    CEICdata.com (2018). Philippines Retail Price: Pork, Lean Meat: National Capital Region [Dataset]. https://www.ceicdata.com/en/philippines/retail-price-selected-agricultural-commodities/retail-price-pork-lean-meat-national-capital-region
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    Dataset updated
    Mar 15, 2018
    Dataset provided by
    CEICdata.com
    License

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

    Time period covered
    Jun 15, 2022 - Dec 31, 2022
    Area covered
    Philippines
    Description

    Philippines Retail Price: Pork, Lean Meat: National Capital Region data was reported at 333.080 PHP/kg in 31 Dec 2022. This records an increase from the previous number of 331.620 PHP/kg for 15 Dec 2022. Philippines Retail Price: Pork, Lean Meat: National Capital Region data is updated daily, averaging 342.430 PHP/kg from Jan 2021 (Median) to 31 Dec 2022, with 45 observations. The data reached an all-time high of 375.222 PHP/kg in 30 Jan 2021 and a record low of 292.436 PHP/kg in 31 Oct 2021. Philippines Retail Price: Pork, Lean Meat: National Capital Region data remains active status in CEIC and is reported by Philippine Statistics Authority. The data is categorized under Global Database’s Philippines – Table PH.P003: Retail Price: Selected Agricultural Commodities.

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TRADING ECONOMICS (2016). Lean Hogs - Price Data [Dataset]. https://tradingeconomics.com/commodity/lean-hogs

Lean Hogs - Price Data

Lean Hogs - Historical Dataset (1977-08-11/2025-06-09)

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xml, csv, json, excelAvailable download formats
Dataset updated
Oct 22, 2016
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
Aug 11, 1977 - Jun 9, 2025
Area covered
World
Description

Lean Hogs rose to 102.69 USd/Lbs on June 9, 2025, up 0.06% from the previous day. Over the past month, Lean Hogs's price has risen 4.47%, and is up 11.32% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Lean Hogs - values, historical data, forecasts and news - updated on June of 2025.

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