67 datasets found
  1. T

    Cocoa - Price Data

    • tradingeconomics.com
    • ru.tradingeconomics.com
    • +14more
    csv, excel, json, xml
    Updated Jul 23, 2025
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    TRADING ECONOMICS (2025). Cocoa - Price Data [Dataset]. https://tradingeconomics.com/commodity/cocoa
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    csv, json, xml, excelAvailable download formats
    Dataset updated
    Jul 23, 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
    Jul 1, 1959 - Jul 22, 2025
    Area covered
    World
    Description

    Cocoa fell to 8,129 USD/T on July 22, 2025, down 0.33% from the previous day. Over the past month, Cocoa's price has fallen 4.98%, and is down 2.21% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Cocoa - values, historical data, forecasts and news - updated on July of 2025.

  2. Cocoa Beans Stock Price

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Jul 1, 2025
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    IndexBox Inc. (2025). Cocoa Beans Stock Price [Dataset]. https://www.indexbox.io/search/cocoa-beans-stock-price/
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    docx, xls, pdf, xlsx, docAvailable download formats
    Dataset updated
    Jul 1, 2025
    Dataset provided by
    IndexBox
    Authors
    IndexBox Inc.
    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, 2012 - Jul 18, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Cocoa beans stock price is determined by factors such as supply and demand, weather conditions, political stability, and global economic conditions. This article explores how these factors influence the stock price of cocoa beans and discusses their significance for investors and traders in the commodities market.

  3. The Global Cocoa Market Struggles for Restoring Plummeted Demand - News and...

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Jul 1, 2025
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    IndexBox Inc. (2025). The Global Cocoa Market Struggles for Restoring Plummeted Demand - News and Statistics - IndexBox [Dataset]. https://www.indexbox.io/blog/global-cocoa-bean-market-2021-key-insights/
    Explore at:
    pdf, xls, docx, xlsx, docAvailable download formats
    Dataset updated
    Jul 1, 2025
    Dataset provided by
    IndexBox
    Authors
    IndexBox Inc.
    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, 2012 - Jul 1, 2025
    Area covered
    World
    Variables measured
    Market Size, Market Share, Tariff Rates, Average Price, Export Volume, Import Volume, Demand Elasticity, Market Growth Rate, Market Segmentation, Volume of Production, and 4 more
    Description

    The closure of the HoReCa segment caused the demand for cocoa beans to collapse in 2020, while the production remained stable. This led to a surge in unsold cocoa bean stocks in exporter-countries. EU chocolate producers are now trying to enlist a range of measures to ensure stable demand and secure supply chains on the cocoa bean market.

  4. Cacao Beans Market Analysis - Size, Share, and Forecast Outlook 2025 to 2035...

    • futuremarketinsights.com
    html, pdf
    Updated Jul 8, 2025
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    Future Market Insights (2025). Cacao Beans Market Analysis - Size, Share, and Forecast Outlook 2025 to 2035 [Dataset]. https://www.futuremarketinsights.com/reports/cacao-beans-market
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    html, pdfAvailable download formats
    Dataset updated
    Jul 8, 2025
    Dataset authored and provided by
    Future Market Insights
    License

    https://www.futuremarketinsights.com/privacy-policyhttps://www.futuremarketinsights.com/privacy-policy

    Time period covered
    2025 - 2035
    Area covered
    Worldwide
    Description

    The cacao beans market is expected to reach USD 14.49 billion in 2025, with projected growth to USD 31.98 billion by 2035, reflecting a CAGR of 8.2% over the forecast period.

    MetricValue
    Industry Size (2025E)USD 14.49 billion
    Industry Value (2035F)USD 31.98 billion
    CAGR (2025 to 2035)8.2%

    Top Countries Cultivating, Processing, and Exporting Cacao Beans

    CountryCAGR (2025 to 2035)
    United States8.9%
    France8.7%
    Germany8.6%
    Netherlands8.4%
    United Kingdom8.3%
  5. International Cocoa Organization

    • lseg.com
    Updated Nov 25, 2024
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    LSEG (2024). International Cocoa Organization [Dataset]. https://www.lseg.com/en/data-analytics/financial-data/commodities-data/agricultural-data/international-cocoa-organization
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    csv,json,python,user interface,xmlAvailable download formats
    Dataset updated
    Nov 25, 2024
    Dataset provided by
    London Stock Exchange Grouphttp://www.londonstockexchangegroup.com/
    Authors
    LSEG
    License

    https://www.lseg.com/en/policies/website-disclaimerhttps://www.lseg.com/en/policies/website-disclaimer

    Description

    Gain extensive data on cocoa including production, prices, stocks, consumption, and more, with LSEG's International Cocoa Organization (ICCO) dataset.

  6. F

    Global price of Cocoa

    • fred.stlouisfed.org
    json
    Updated May 13, 2025
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    (2025). Global price of Cocoa [Dataset]. https://fred.stlouisfed.org/series/PCOCOUSDM
    Explore at:
    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 Cocoa (PCOCOUSDM) from Jan 1990 to Apr 2025 about cocoa, World, and price.

  7. w

    Dataset of stocks from Rocky Mountain Chocolate Factory

    • workwithdata.com
    Updated Apr 11, 2025
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    Work With Data (2025). Dataset of stocks from Rocky Mountain Chocolate Factory [Dataset]. https://www.workwithdata.com/datasets/stocks?f=1&fcol0=company&fop0=%3D&fval0=Rocky+Mountain+Chocolate+Factory
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    Dataset updated
    Apr 11, 2025
    Dataset authored and provided by
    Work With Data
    License

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

    Description

    This dataset is about stocks. It has 1 row and is filtered where the company is Rocky Mountain Chocolate Factory. It features 8 columns including stock name, company, exchange, and exchange symbol.

  8. Monthly cocoa price worldwide 2016-2024

    • statista.com
    • ai-chatbox.pro
    Updated Jun 25, 2025
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    Statista (2025). Monthly cocoa price worldwide 2016-2024 [Dataset]. https://www.statista.com/statistics/498496/global-cocoa-price/
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    Dataset updated
    Jun 25, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 2016 - Oct 2023
    Area covered
    Worldwide
    Description

    Between 2016 and 2024, the monthly price of cocoa worldwide peaked in April 2024 at about ***** U.S. dollars per metric ton. Global cocoa industry Global cocoa production is expected to reach about *** million tons in the 2023/2024 crop year. Most of the world’s cocoa beans are grown in Africa; in 2023/2024, about *** million tons of cocoa beans were produced there, while about *** million tons were grown in the Americas. Within Africa, Côte d'Ivoire and Ghana were the countries with the highest production of cocoa beans. Chocolate retail worldwide In 2016, Mars controlled a **** percent share of the chocolate market worldwide, making it the single biggest player in the chocolate industry. Mars owns such chocolate brands as M&Ms, Snickers, and Dove. The countries with the highest per capita chocolate consumption are Switzerland, Austria, and Germany.

  9. G

    Production and stocks of tea, coffee, cocoa and process cheese

    • open.canada.ca
    • www150.statcan.gc.ca
    • +3more
    csv, html, xml
    Updated Jan 17, 2023
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    Statistics Canada (2023). Production and stocks of tea, coffee, cocoa and process cheese [Dataset]. https://open.canada.ca/data/dataset/33a2c767-183a-41d7-9ddf-8ff9cfe0e81a
    Explore at:
    html, csv, xmlAvailable download formats
    Dataset updated
    Jan 17, 2023
    Dataset provided by
    Statistics Canada
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Description

    This table contains 11 series, with data for years 1946 - 1994 (not all combinations necessarily have data for all years), and is no longer being released. This table contains data described by the following dimensions (Not all combinations are available): Geography (1 item: Canada); Production and stocks (11 items: Cereals ready to serve; Macaroni, et cetera, dry; Prepared cake mixes; Mixes, all other flour based; ...).

  10. k

    Cocoa Futures Show Bullish Trend, DJ Commodity Cocoa Index Forecasts Rise...

    • kappasignal.com
    Updated Apr 24, 2025
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    KappaSignal (2025). Cocoa Futures Show Bullish Trend, DJ Commodity Cocoa Index Forecasts Rise (Forecast) [Dataset]. https://www.kappasignal.com/2025/04/cocoa-futures-show-bullish-trend-dj.html
    Explore at:
    Dataset updated
    Apr 24, 2025
    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.

    Cocoa Futures Show Bullish Trend, DJ Commodity Cocoa Index Forecasts Rise

    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

  11. Average prices for cocoa worldwide from 2014 to 2026

    • statista.com
    Updated Feb 14, 2025
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    Statista (2025). Average prices for cocoa worldwide from 2014 to 2026 [Dataset]. https://www.statista.com/statistics/675801/average-prices-cocoa-worldwide/
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    Dataset updated
    Feb 14, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    This statistic depicts the average annual prices for cocoa from 2014 through 2026*. In 2023, the average price for cocoa stood at 3.28 nominal U.S. dollars per kilogram.

  12. Cocoa Beans Market Analysis, Size, and Forecast 2025-2029: North America (US...

    • technavio.com
    Updated Jan 29, 2025
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    Technavio (2025). Cocoa Beans Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, Italy, and UK), Middle East and Africa (Egypt, KSA, Oman, and UAE), APAC (China, India, and Japan), South America (Argentina and Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/cocoa-beans-market-industry-analysis
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    Dataset updated
    Jan 29, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, Canada, United States
    Description

    Snapshot img

    Cocoa Beans Market Size 2025-2029

    The cocoa beans market size is forecast to increase by USD 3.58 billion, at a CAGR of 4.5% between 2024 and 2029.

    The market is experiencing significant growth, driven by the escalating popularity of chocolate-flavored beverages. This trend is fueled by consumers' increasing preference for indulgent and convenient food and beverage options, particularly in the rapidly expanding coffee shop and quick-service restaurant sectors. Furthermore, the expanding global middle class, particularly in emerging economies, is fueling a surge in demand for chocolate products. However, the market is not without challenges. The volatility in prices of cocoa beans poses a significant risk for market participants. Cocoa bean prices are influenced by various factors, including weather conditions, supply and demand dynamics, and geopolitical tensions. These price fluctuations can impact the profitability of cocoa bean producers and processors, as well as manufacturers of chocolate and chocolate-flavored products. Additionally, the increasing number of mergers and acquisitions in the industry is intensifying competition and reshaping the market landscape. Companies must navigate these challenges to capitalize on the market's growth opportunities and maintain a competitive edge.

    What will be the Size of the Cocoa Beans Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free SampleThe market continues to evolve, driven by various factors that shape its dynamics. Price fluctuations are a persistent feature, influenced by supply chain management, global trade, and international standards. The demand for cocoa powder supplements in the health and wellness sector and the antioxidant properties of cocoa have fueled growth. Farming practices, from organic certification to sustainable agriculture, impact bean quality and consumer preferences. Retail distribution channels have expanded, with e-commerce and digital marketing playing increasingly significant roles. The cosmetic industry and chocolate truffles have emerged as new applications for cocoa, while food safety remains a critical concern. Chocolate making, from chocolate bars to chocolate confectionery, requires precise ingredient cost management and quality control. Cocoa nibs and cocoa butter extract are gaining popularity due to their unique flavor profiles and nutritional value. The food industry's evolving trends, such as consumer education and demand forecasting, influence pricing strategies. Theobroma cacao, the source of cocoa beans, is subject to market volatility, affecting the entire supply chain. Fair trade and brand building initiatives are shaping the market, with consumers increasingly aware of the social and environmental implications of their choices. The ongoing unfolding of these market activities highlights the continuous nature of the market and the need for adaptive strategies.

    How is this Cocoa Beans Industry segmented?

    The cocoa beans industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. ApplicationConfectioneryFunctional food and beverageCosmeticsOthersProductCocoa butterCocoa powderCocoa beveragesOthersTypeForasteroTrinitarioCriolloNatureOrganicConventionalSale ChannelB2BB2CGeographyNorth AmericaUSCanadaEuropeFranceGermanyItalyUKMiddle East and AfricaEgyptKSAOmanUAEAPACChinaIndiaJapanSouth AmericaArgentinaBrazilRest of World (ROW).

    By Application Insights

    The confectionery segment is estimated to witness significant growth during the forecast period.The market is experiencing significant growth due to the increasing demand for low-fat alkalized and natural cocoa powders in various confectionery products, such as toffee, hard candy, boiled sweets, marshmallows, count lines, and fondants. The confectionery segment is anticipated to dominate the market during the forecast period, driven by the popularity of cocoa-based chocolate and confectionery drops/chunks. Companies like Mars and Nestle are innovating by producing chocolate liquor with high cocoa mass, enhancing the chocolate flavor. For instance, Prodigy Snacks Ltd, a UK confectionery company, introduced Phenomenoms, a new chocolate biscuit range, on May 30, 2022. International standards, certification schemes, and fair trade practices are essential in maintaining quality control and consumer trust. Supply chain management and global trade play crucial roles in ensuring a steady supply of cocoa beans. Consumer education, demand forecasting, and flavor profiles influence purchasing decisions. Cocoa nibs, sustainable agriculture, and health benefits are emerging trends. Market volatility and pri

  13. i

    U.S.'s Cocoa Butter Market Report 2025 - Prices, Size, Forecast, and...

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Jul 1, 2025
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    IndexBox Inc. (2025). U.S.'s Cocoa Butter Market Report 2025 - Prices, Size, Forecast, and Companies [Dataset]. https://www.indexbox.io/store/u-s-cocoa-butter-market-analysis-forecast-size-trends-and-insights/
    Explore at:
    xlsx, xls, docx, pdf, docAvailable download formats
    Dataset updated
    Jul 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    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, 2012 - Jul 13, 2025
    Area covered
    United States
    Variables measured
    Demand, Supply, Price CIF, Price FOB, Market size, Export price, Export value, Import price, Import value, Export volume, and 8 more
    Description

    In 2024, the U.S. cocoa butter market increased by 25% to $1.4B, rising for the fourth year in a row after three years of decline. The market value increased at an average annual rate of +5.7% from 2012 to 2024; however, the trend pattern indicated some noticeable fluctuations being recorded in certain years. As a result, consumption reached the peak level and is likely to continue growth in the immediate term.

  14. i

    Swiss Chocolate Stocks: Lindt Rises, Barry Callebaut Struggles Amid Cocoa...

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Jun 1, 2025
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    IndexBox Inc. (2025). Swiss Chocolate Stocks: Lindt Rises, Barry Callebaut Struggles Amid Cocoa Price Surge - News and Statistics - IndexBox [Dataset]. https://www.indexbox.io/blog/swiss-chocolate-giants-face-diverging-fortunes-amid-rising-cocoa-prices/
    Explore at:
    xlsx, xls, doc, docx, pdfAvailable download formats
    Dataset updated
    Jun 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    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, 2012 - Jun 5, 2025
    Area covered
    Switzerland
    Variables measured
    Market Size, Market Share, Tariff Rates, Average Price, Export Volume, Import Volume, Demand Elasticity, Market Growth Rate, Market Segmentation, Volume of Production, and 4 more
    Description

    Lindt & Spruengli AG enjoys a 28% rise in shares by passing costs to consumers, while Barry Callebaut AG struggles with a 30% decline amid soaring cocoa prices.

  15. d

    Tree carbon fluxes and stocks in West African cocoa plantations

    • search.dataone.org
    • data.niaid.nih.gov
    Updated Feb 13, 2025
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    Isaac Konan Kouamé; Anny Estelle N'Guessan; Marie Ruth Dago; Stéphane Guei; Aimé Kouassi; Bruno Hérault (2025). Tree carbon fluxes and stocks in West African cocoa plantations [Dataset]. http://doi.org/10.5061/dryad.qfttdz0sm
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    Dataset updated
    Feb 13, 2025
    Dataset provided by
    Dryad Digital Repository
    Authors
    Isaac Konan Kouamé; Anny Estelle N'Guessan; Marie Ruth Dago; Stéphane Guei; Aimé Kouassi; Bruno Hérault
    Description

    The study was conducted at 15 sites across Côte d’Ivoire, covering a South-North climate and vegetation gradient from evergreen to semi-deciduous forests. These sites were selected to represent varying cocoa field characteristics, including structural complexity (ranging from monocultures to agroforests), cocoa field age (young to mature), and cocoa tree productivity (low to high). Each site had 10 cocoa plots, ranging from 0.3 to 5 hectares. The carbon stocks of all trees, including remnant, spontaneous, and planted trees, have been estimated using the BIOMASS R package. This tool provides a robust and widely accepted methodology for calculating tree biomass and carbon stocks, ensuring accurate and reliable estimates for this dataset., Study Sites Study plots have been selected from 15 locations throughout the cocoa production area (the forest zone) of Côte d’Ivoire (Fig. 1). These sites are situated along a South-North climate gradient, with mean annual temperatures ranging from 22.6°C to 26.2°C and annual rainfall varying between 1,900 mm and 1,100 mm. This climate gradient corresponds to a South-North vegetation gradient, transitioning from evergreen forests to semi-deciduous forests. To capture the diversity of cocoa fields, we identified 10 cocoa fields at each site, focusing on three key criteria: (i) structural complexity, ranging from nearly full-sun cocoa monocultures to complex cocoa agroforests; (ii) age of the cocoa fields, encompassing both young (< 20 years) and mature (> 20 years) plots; and (iii) cocoa tree yield, varying from low productivity (< 300 kg) to high productivity (> 300 kg). The study plots vary in size from 0.3 to 5 hectares and serve as the sampling units, corresponding to the..., , # Tree carbon fluxes and stocks in West African cocoa plantations

    https://doi.org/10.5061/dryad.qfttdz0sm

    Description of the data and file structure

    • Two Response Variables were calculated: Carbon Stocks per plot, Carbon Stocks per tree
    • Four Explanatory Variables were gathered through interviews and included characteristics related to the farmers (e.g., land ownership, botanical knowledge) and cocoa fields (previous land use, Cocoa plant density).

    Files and variables

    File: bd_plot.csv

    Description: Geographical coordinates of the sampled plots

    Variables
    • plot_ID: Unique identifier of the plot
    • lat: Latitude
    • lon: Longitude

    File: table_stock.csv

    Description: Carbon stocks per cohort per plot

    Variables
    • plot_ID: Unique identifier of the plot
    • origin: 1 planted, 2 spontaneous, 3 remnant
    • c_ha: Carbon stock per hectare (Mg.ha-1)
    • owner: ownership status of the cocoa farmer (1 own...
  16. k

    Cocoa Index Forecast: Mixed Outlook (Forecast)

    • kappasignal.com
    Updated Jan 9, 2025
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    KappaSignal (2025). Cocoa Index Forecast: Mixed Outlook (Forecast) [Dataset]. https://www.kappasignal.com/2025/01/cocoa-index-forecast-mixed-outlook.html
    Explore at:
    Dataset updated
    Jan 9, 2025
    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.

    Cocoa Index Forecast: Mixed Outlook

    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

  17. Changes in the market shares for chocolate candy due to COVID-19 in the U.S...

    • statista.com
    Updated Nov 10, 2020
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    Statista (2020). Changes in the market shares for chocolate candy due to COVID-19 in the U.S in 2020 [Dataset]. https://www.statista.com/statistics/1236311/changes-in-the-market-shares-for-chocolate-candy-due-to-covid-19/
    Explore at:
    Dataset updated
    Nov 10, 2020
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    Since the start of the COVID-19 pandemic, mainstream chocolate candy brands in the United States have gained approximately *** percent in market share. This constitutes the largest increase among all segments of chocolate candy brands. By contrast, the market share of super premium brands has decreased by *** percent.

  18. Poland Product Stocks: PKWiU: Chocolate incl White

    • ceicdata.com
    Updated Jan 15, 2025
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    CEICdata.com (2025). Poland Product Stocks: PKWiU: Chocolate incl White [Dataset]. https://www.ceicdata.com/en/poland/product-deliveries-and-stocks-polish-classification-of-products-and-services/product-stocks-pkwiu-chocolate-incl-white
    Explore at:
    Dataset updated
    Jan 15, 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
    Jun 1, 2015 - Mar 1, 2018
    Area covered
    Poland
    Variables measured
    Industrial Shipment
    Description

    Poland Product Stocks: PKWiU: Chocolate incl White data was reported at 10.800 Ton th in Mar 2018. This records an increase from the previous number of 10.200 Ton th for Dec 2017. Poland Product Stocks: PKWiU: Chocolate incl White data is updated quarterly, averaging 6.900 Ton th from Sep 2002 (Median) to Mar 2018, with 63 observations. The data reached an all-time high of 14.300 Ton th in Dec 2013 and a record low of 2.600 Ton th in Jun 2003. Poland Product Stocks: PKWiU: Chocolate incl White data remains active status in CEIC and is reported by Central Statistical Office. The data is categorized under Global Database’s Poland – Table PL.C006: Product Deliveries and Stocks: Polish Classification of Products and Services.

  19. i

    Spain's Cocoa Bean Market Report 2025 - Prices, Size, Forecast, and...

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Jul 1, 2025
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    IndexBox Inc. (2025). Spain's Cocoa Bean Market Report 2025 - Prices, Size, Forecast, and Companies [Dataset]. https://www.indexbox.io/store/spain-cocoa-beans-market-analysis-forecast-size-trends-and-insights/
    Explore at:
    pdf, xlsx, docx, doc, xlsAvailable download formats
    Dataset updated
    Jul 1, 2025
    Dataset authored and provided by
    IndexBox Inc.
    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, 2012 - Jul 19, 2025
    Area covered
    Spain
    Variables measured
    Demand, Supply, Price CIF, Price FOB, Market size, Export price, Export value, Import price, Import value, Export volume, and 8 more
    Description

    The Spanish cocoa bean market skyrocketed to $544M in 2024, rising by 89% against the previous year. This figure reflects the total revenues of producers and importers (excluding logistics costs, retail marketing costs, and retailers' margins, which will be included in the final consumer price). Overall, consumption enjoyed prominent growth. As a result, consumption attained the peak level and is likely to continue growth in the immediate term.

  20. m

    South America Chocolate Market Size & Share Analysis - Industry Research...

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Jan 2, 2025
    + more versions
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    Mordor Intelligence (2025). South America Chocolate Market Size & Share Analysis - Industry Research Report - Growth Trends [Dataset]. https://www.mordorintelligence.com/industry-reports/south-america-chocolate-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 2, 2025
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2018 - 2030
    Area covered
    South America
    Description

    The South America Chocolate Market report segments the industry into Confectionery Variant (Dark Chocolate, Milk and White Chocolate), Distribution Channel (Convenience Store, Online Retail Store, Supermarket/Hypermarket, Others), and Country (Argentina, Brazil, Rest of South America). Get five years of historical data alongside five-year market forecasts.

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TRADING ECONOMICS (2025). Cocoa - Price Data [Dataset]. https://tradingeconomics.com/commodity/cocoa

Cocoa - Price Data

Cocoa - Historical Dataset (1959-07-01/2025-07-22)

Explore at:
37 scholarly articles cite this dataset (View in Google Scholar)
csv, json, xml, excelAvailable download formats
Dataset updated
Jul 23, 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
Jul 1, 1959 - Jul 22, 2025
Area covered
World
Description

Cocoa fell to 8,129 USD/T on July 22, 2025, down 0.33% from the previous day. Over the past month, Cocoa's price has fallen 4.98%, and is down 2.21% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Cocoa - values, historical data, forecasts and news - updated on July of 2025.

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