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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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Global Cocoa Beans Market Size Volume by Country, 2023 Discover more data with ReportLinker!
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Forecast: Cocoa Beans Market Size Volume in Vietnam 2023 - 2027 Discover more data with ReportLinker!
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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.
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)
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)
Stock price prediction
Portfolio optimization
Algorithmic trading
Market sentiment analysis
Risk management
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
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
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Food Products with Cocoa Market Size Volume in Bulgaria, 2021 Discover more data with ReportLinker!
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Forecast: Cocoa Beans Market Size Volume in Netherlands 2023 - 2027 Discover more data with ReportLinker!
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Sugar Confectionery Containing Cocoa Market Size Volume in Sweden, 2021 Discover more data with ReportLinker!
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Food Products with Cocoa Market Size Volume Per Capita in Portugal, 2021 Discover more data with ReportLinker!
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Cocoa Paste Market Size Volume in Poland, 2023 Discover more data with ReportLinker!
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Food Products with Cocoa Market Size Value in Greece, 2021 Discover more data with ReportLinker!
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Cocoa Paste Market Size Volume Per Capita in Sweden, 2021 Discover more data with ReportLinker!
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Sugar Confectionery Containing Cocoa Market Size Volume in Hungary, 2021 Discover more data with ReportLinker!
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Food Products with Cocoa Market Size Volume in Croatia, 2021 Discover more data with ReportLinker!
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Cocoa Paste Market Size Volume in Germany, 2021 Discover more data with ReportLinker!
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Unsweetened Cocoa Powder Market Size Volume in Finland, 2021 Discover more data with ReportLinker!
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Sweetened Cocoa Powder Market Size Volume in Denmark, 2021 Discover more data with ReportLinker!
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Unsweetened Cocoa Powder Market Size Value Per Capita in Romania, 2021 Discover more data with ReportLinker!
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Sweetened Cocoa Powder Market Size Volume in Spain, 2023 Discover more data with ReportLinker!
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Unsweetened Cocoa Powder Market Size Volume in Italy, 2021 Discover more data with ReportLinker!
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Cocoa Paste Market Size Volume in Spain, 2021 Discover more data with ReportLinker!
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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.