The Dow Jones Industrial Average (DJIA) index dropped around 8,000 points in the four weeks from February 12 to March 11, 2020, but has since recovered and peaked at 44,910.65 points as of November 24, 2024. In February 2020 - just prior to the global coronavirus (COVID-19) pandemic, the DJIA index stood at a little over 29,000 points. U.S. markets suffer as virus spreads The COVID-19 pandemic triggered a turbulent period for stock markets – the S&P 500 and Nasdaq Composite also recorded dramatic drops. At the start of February, some analysts remained optimistic that the outbreak would ease. However, the increased spread of the virus started to hit investor confidence, prompting a record plunge in the stock markets. The Dow dropped by more than 3,500 points in the week from February 21 to February 28, which was a fall of 12.4 percent – its worst percentage loss in a week since October 2008. Stock markets offer valuable economic insights The Dow Jones Industrial Average is a stock market index that monitors the share prices of the 30 largest companies in the United States. By studying the performance of the listed companies, analysts can gauge the strength of the domestic economy. If investors are confident in a company’s future, they will buy its stocks. The uncertainty of the coronavirus sparked fears of an economic crisis, and many traders decided that investment during the pandemic was too risky.

The main stock market index of United States, the US500, rose to 6327 points on July 23, 2025, gaining 0.27% from the previous session. Over the past month, the index has climbed 3.85% and is up 16.57% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United States. United States Stock Market Index - values, historical data, forecasts and news - updated on July of 2025.

France's main stock market index, the FR40, fell to 7744 points on July 22, 2025, losing 0.69% from the previous session. Over the past month, the index has climbed 2.74% and is up 1.92% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from France. France Stock Market Index (FR40) - values, historical data, forecasts and news - updated on July of 2025.

View data of the S&P 500, an index of the stocks of 500 leading companies in the US economy, which provides a gauge of the U.S. equity market.

Since January 2015, the AEX All Share Index has fluctuated significantly, dropping significantly following the beginning of the COVID-19 pandemic. In March 2020, the index dropped to a level below 700 points. After that, the AEX All Share index increased in the following months, reaching over 1,100 points at the end of October 2021. Since then, the index has fluctuated significantly and reached a value of 1,214.71 as of the end of February 2025.

Hong Kong's main stock market index, the HK50, rose to 25528 points on July 23, 2025, gaining 1.58% from the previous session. Over the past month, the index has climbed 5.59% and is up 47.47% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Hong Kong. Hong Kong Stock Market Index (HK50) - values, historical data, forecasts and news - updated on July of 2025.

The value of the DJIA index amounted to 43,191.24 at the end of March 2025, up from 21,917.16 at the end of March 2020. Global panic about the coronavirus epidemic caused the drop in March 2020, which was the worst drop since the collapse of Lehman Brothers in 2008. Dow Jones Industrial Average index – additional information The Dow Jones Industrial Average index is a price-weighted average of 30 of the largest American publicly traded companies on New York Stock Exchange and NASDAQ, and includes companies like Goldman Sachs, IBM and Walt Disney. This index is considered to be a barometer of the state of the American economy. DJIA index was created in 1986 by Charles Dow. Along with the NASDAQ 100 and S&P 500 indices, it is amongst the most well-known and used stock indexes in the world. The year that the 2018 financial crisis unfolded was one of the worst years of the Dow. It was also in 2008 that some of the largest ever recorded losses of the Dow Jones Index based on single-day points were registered. On September 29th of 2008, for instance, the Dow had a loss of 106.85 points, one of the largest single-day losses of all times. The best years in the history of the index still are 1915, when the index value increased by 81.66 percent in one year, and 1933, year when the index registered a growth of 63.74 percent.

Germany's main stock market index, the DE40, rose to 24297 points on July 23, 2025, gaining 1.06% from the previous session. Over the past month, the index has climbed 2.77% and is up 32.14% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Germany. Germany Stock Market Index (DE40) - values, historical data, forecasts and news - updated on July of 2025.

Stock market index of Turkey fell by 1.36% from 65.1 index in 2025M5 to 64.2 index in 2025M6. Since the 1.27% improve in 2025M3, stock market index dropped by 12.99% in 2025M6.

Between March 2020 and August 2024, four of the biggest one-day losses on the Nasdaq Composite Index occurred in the first half of 2020. The worst day was March 16, 2020, when the index fell by ***** percent. The ** worst days in terms of losses were spread across 2020 and 2022. This index includes the Big Five tech giants - Apple, Amazon, Alphabet (Google), Meta, and Microsoft - as well as many other technology-focused companies.

Stock market index of Finland went up by 3.24% from 124.5 index in 2025M5 to 128.5 index in 2025M6. Since the 5.09% drop in 2025M4, stock market index jumped by 12.75% in 2025M6.

Japan's main stock market index, the JP225, rose to 40790 points on July 23, 2025, gaining 2.55% from the previous session. Over the past month, the index has climbed 5.15% and is up 4.18% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Japan. Japan Stock Market Index (JP225) - values, historical data, forecasts and news - updated on July of 2025.

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.

Will the Natural Gas Futures x3 Short Leveraged Index Ignite a Price Drop?

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

Canada's main stock market index, the TSX, rose to 27416 points on July 23, 2025, gaining 0.19% from the previous session. Over the past month, the index has climbed 2.61% and is up 21.10% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Canada. Canada Stock Market Index (TSX) - values, historical data, forecasts and news - updated on July of 2025.

The S&P 500 index dropped significantly between January 3 and September 9, 2022. As of January 3, the index stood at ******** points, and it dropped approximately 15 percent by September 2022. In February 2024, the daily value of the S&P 500 increased over ***** points and reached ******** as of October 16 of the same year.

Key information about Georgia Producer Price Index Growth

• Georgia Producer Price Index (PPI) dropped -5.8 % YoY in May 2023, compared with a drop of 6.0 % YoY in the previous month.
• Georgia Producer Price Index data is updated monthly, available from Jun 1998 to May 2023, with an average change of 6.7 % YoY.
• The data reached an all-time high of 22.0 % YoY in Nov 1999 and a record low of -9.8 % YoY in Apr 2009.

CEIC calculates Producer Price Index Growth from monthly Producer Price Index. The National Statistics Office of Georgia provides Producer Price Index with base Same Month Previous Year=100. Producer Price Index Growth covers Industrial sector only. Producer Price Index Growth prior to January 2002 is calculated from Producer Price Index with base 2010=100 sourced from the International Monetary Fund.

Italy's main stock market index, the IT40, fell to 40552 points on July 24, 2025, losing 0.36% from the previous session. Over the past month, the index has climbed 3.13% and is up 20.08% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Italy. Italy Stock Market Index (IT40) - values, historical data, forecasts and news - updated on July of 2025.

Stock market index of Denmark leapt by 6.11% from 338.8 index in 2025M5 to 359.5 index in 2025M6. Since the 11.24% drop in 2025M4, stock market index rocketed by 15.25% in 2025M6.

At the end of 2023, the S&P Latin America 40 index stood at ********, which represents an increase compared to the previous year. The S&P Latin America 40 index dropped to its lowest level in March 2020, when it fell to ******** points. By contrast, the highest value was registered at the end of ************, when it stood at ******** index points.

Dallas Fed Services Index in the United States increased to -4.40 points in June from -10.10 points in May of 2025. This dataset includes a chart with historical data for the United States Dallas Fed Services Index.