Graph and download economic data for Dow Jones Industrial Average (DJIA) from 2015-10-26 to 2025-10-23 about stock market, average, industry, and USA.

Amazon.com, Inc. was the best performer in the Dow Jones Industrial Average (DJIA) index in the fourth quarter of 2024. Over that period, its stock price rose more than **** percent. In 2020, most companies lost value in the first quarter as a result of the COVID-19 pandemic, but had largely recovered by the mid-year point. What is the DJIA? The DJIA is an index of 30 leading companies in the United States. Founded it 1885, it is one of the most indicators of sentiments on the financial markets. Many analysts follow indices such as the DJIA or the S&P 500 on a monthly or daily basis to have a better idea of how the stock market is doing at a given moment. The benefit of tracking markets The business cycle refers to the idea that the economy goes through a cyclic process of expansion and contraction. Stock market indices such as the DJIA can provide information on the timing of the next contraction, or recession. Investors try to use this and other data to predict the performance of sectors, or even single stocks. Of course, there is always a risk of choosing the stocks which don’t perform well.

This statistic presents the worst performing stocks of the Dow Jones Industrial Average index in the fourth quarter of 2024, by performance. The price of Amgen's shares decreased by ***** percent, making it the worst performing DJIA stock in that quarter.

Dow Jones Transportation Average - Historical chart and current data through 2025.

The main stock market index of United States, the US500, rose to 6762 points on October 24, 2025, gaining 0.35% from the previous session. Over the past month, the index has climbed 2.38% and is up 16.42% 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 October of 2025.

Dow Jones Composite Average - Historical chart and current data through 2025.

Dow Jones Utility Average - Historical chart and current data through 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.

Actually, I prepare this dataset for students on my Deep Learning and NLP course.

But I am also very happy to see kagglers play around with it.

Have fun!

Description:

There are two channels of data provided in this dataset:

1. News data: I crawled historical news headlines from Reddit WorldNews Channel (/r/worldnews). They are ranked by reddit users' votes, and only the top 25 headlines are considered for a single date. (Range: 2008-06-08 to 2016-07-01)

2. Stock data: Dow Jones Industrial Average (DJIA) is used to "prove the concept". (Range: 2008-08-08 to 2016-07-01)

I provided three data files in .csv format:

1. RedditNews.csv: two columns The first column is the "date", and second column is the "news headlines". All news are ranked from top to bottom based on how hot they are. Hence, there are 25 lines for each date.

2. DJIA_table.csv: Downloaded directly from Yahoo Finance: check out the web page for more info.

3. Combined_News_DJIA.csv: To make things easier for my students, I provide this combined dataset with 27 columns. The first column is "Date", the second is "Label", and the following ones are news headlines ranging from "Top1" to "Top25".

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To my students:

I made this a binary classification task. Hence, there are only two labels:

"1" when DJIA Adj Close value rose or stayed as the same;

"0" when DJIA Adj Close value decreased.

For task evaluation, please use data from 2008-08-08 to 2014-12-31 as Training Set, and Test Set is then the following two years data (from 2015-01-02 to 2016-07-01). This is roughly a 80%/20% split.

And, of course, use AUC as the evaluation metric.

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To all kagglers:

Please upvote this dataset if you like this idea for market prediction.

If you think you coded an amazing trading algorithm,

friendly advice

do play safe with your own money :)

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Feel free to contact me if there is any question~

And, remember me when you become a millionaire :P

Note: If you'd like to cite this dataset in your publications, please use:

Sun, J. (2016, August). Daily News for Stock Market Prediction, Version 1. Retrieved [Date You Retrieved This Data] from https://www.kaggle.com/aaron7sun/stocknews.

Graph and download economic data for Dow Jones Transportation Average (DJTA) from 2015-10-26 to 2025-10-24 about stock market, transportation, average, and USA.

Graph and download economic data for Dow Jones Composite Average (DJCA) from 2015-10-26 to 2025-10-23 about composite, stock market, average, and USA.

Graph and download economic data for Dow Jones Utility Average (DJUA) from 2015-10-08 to 2025-10-07 about utilities, stock market, average, and USA.

Russia's main stock market index, the MOEX, fell to 2545 points on October 24, 2025, losing 1.03% from the previous session. Over the past month, the index has declined 6.04% and is down 4.33% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Russia. Russia Stock Market Index MOEX CFD - values, historical data, forecasts and news - updated on October of 2025.

Graph and download economic data for CBOE S&P 500 3-Month Volatility Index (VXVCLS) from 2007-12-04 to 2025-10-23 about VIX, volatility, stock market, 3-month, and USA.

The S&P 500, an index of 500 publicly traded companies in the United States, closed at ******** points on the last trading day of December 2024. What is the S&P 500? The S&P 500 is a stock market index that tracks the evolution of 500 companies. In contrast to the Dow Jones Industrial Index, which measures the performance of thirty large U.S. companies, the S&P 500 shows the sentiments in the broader market. Publicly traded companies Companies on the S&P 500 are publicly traded, meaning that anyone can invest in them. A large share of adults in the United States invest in the stock market, though many of these are through a retirement account or mutual fund. While most people make a modest return, the most successful investors have made billions of U.S. dollars through investing.

Graph and download economic data for 5-Year 0-1/8% Treasury Inflation-Indexed Note, Due 4/15/2020 (DISCONTINUED) (DTP5A20) from 2015-04-30 to 2020-04-14 about fees, notes, TIPS, Treasury, 5-year, interest rate, interest, real, rate, and USA.

Graph and download economic data for 10-Year 0.375% Treasury Inflation-Indexed Note, Due 07/15/2025 (DISCONTINUED) (DTP10L25) from 2015-07-31 to 2025-07-14 about fees, notes, TIPS, 10-year, Treasury, and USA.

Graph and download economic data for S&P CoreLogic Case-Shiller CA-Los Angeles Home Price Index (LXXRSA) from Jan 1987 to Jul 2025 about Los Angeles, CA, HPI, housing, price index, indexes, price, and USA.

Graph and download economic data for 30-Year 0-3/4% Treasury Inflation-Indexed Bond, Due 2/15/2045 (DTP30F45) from 2015-03-05 to 2025-10-23 about fees, TIPS, 30-year, bonds, Treasury, and USA.

Graph and download economic data for 10-Year 0-1/4% Treasury Inflation-Indexed Note, Due 1/15/2025 (DISCONTINUED) (DTP10J25) from 2015-03-11 to 2025-01-14 about fees, notes, TIPS, 10-year, bonds, Treasury, and USA.