Graph and download economic data for Smoothed World Uncertainty Index for Japan (WUIMAJPN) from Q1 1953 to Q2 2025 about uncertainty, Japan, World, and indexes.

Dataset Card for S&P 500 Dataset

This Dataset was created by combining the daily close prices for each stock in the current (as of 10/29/2022) S&P 500 index dating back to January 1, 1970. This data came from the Kaggle dataset (https://www.kaggle.com/datasets/paultimothymooney/stock-market-data) and was aggregated using PANDAS before being converted to a HuggingFace Dataset.

  Dataset Summary

This dataset has 407 columns specifying dates and associated close prices of… See the full description on the dataset page: https://huggingface.co/datasets/nick-carroll1/sp500.

Graph and download economic data for World Uncertainty Index for Japan (WUIJPN) from Q3 1952 to Q2 2025 about uncertainty, Japan, World, and indexes.

Graph and download economic data for Discussion About Pandemics Index for Japan (WPDIJPN) from Q1 1996 to Q2 2025 about pandemic, Japan, and indexes.

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.

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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

Graph and download economic data for Smoothed World Uncertainty Index for India (WUIMAIND) from Q3 1952 to Q2 2025 about uncertainty, India, World, and indexes.

Graph and download economic data for World Pandemic Uncertainty Index for Japan (WUPIJPN) from Q1 1996 to Q2 2025 about pandemic, uncertainty, Japan, World, and indexes.

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Graph and download economic data for Economic Policy Uncertainty Index: Categorical Index: Trade policy (EPUTRADE) from Jan 1985 to May 2025 about uncertainty, World, trade, and indexes.

Graph and download economic data for Smoothed World Uncertainty Index for Indonesia (WUIMAIDN) from Q4 1952 to Q1 2025 about Indonesia, uncertainty, World, and indexes.

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Graph and download economic data for Economic Policy Uncertainty Index: Categorical Index: Monetary policy (EPUMONETARY) from Jan 1985 to Apr 2025 about uncertainty, World, and indexes.

Graph and download economic data for Economic Policy Uncertainty Index: Categorical Index: Fiscal Policy (Taxes OR Spending) (EPUFISCAL) from Jan 1985 to May 2025 about uncertainty, World, tax, expenditures, government, and indexes.

Graph and download economic data for World Uncertainty Index: Advanced Economies (WUIADVECON) from Q1 1990 to Q1 2025 about uncertainty, World, and indexes.

Graph and download economic data for Equity Market Volatility Tracker: Macroeconomic News and Outlook: Broad Quantity Indicators (EMVMACROBROAD) from Jan 1985 to Jun 2025 about volatility, uncertainty, equity, broad, indexes, and USA.

Graph and download economic data for Economic Policy Uncertainty Index: Categorical Index: Financial Regulation (EPUFINREG) from Jan 1985 to Apr 2025 about uncertainty, World, financial, and indexes.

Graph and download economic data for Economic Policy Uncertainty Index: News-Based Index for the United States (USEPUNEWSINDXM) from Jan 1900 to May 2025 about uncertainty, indexes, and USA.

Graph and download economic data for World Uncertainty Index for Ecuador (WUIECU) from Q1 1954 to Q2 2025 about Ecuador, uncertainty, World, and indexes.

Graph and download economic data for Economic Policy Uncertainty Index for Russia (RUSEPUINDXM) from Jan 1994 to Jun 2025 about Russia and indexes.

Graph and download economic data for Trade Policy Uncertainty Index: Mainland Papers for China (CHNMAINLANDTPU) from Jan 2000 to Jun 2025 about uncertainty, China, trade, and indexes.