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

The Dow Jones Industrial Average (DJIA) index dropped around ***** points in the four weeks from February 12 to March 11, 2020, but has since recovered and peaked at ********* 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 ****** 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 ***** points in the week from February 21 to February 28, which was a fall of **** 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 6389 points on August 8, 2025, gaining 0.78% from the previous session. Over the past month, the index has climbed 2.01% and is up 19.56% 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 August of 2025.

Throughout the 1920s, prices on the U.S. stock exchange rose exponentially, however, by the end of the decade, uncontrolled growth and a stock market propped up by speculation and borrowed money proved unsustainable, resulting in the Wall Street Crash of October 1929. This set a chain of events in motion that led to economic collapse - banks demanded repayment of debts, the property market crashed, and people stopped spending as unemployment rose. Within a year the country was in the midst of an economic depression, and the economy continued on a downward trend until late-1932.

It was during this time where Franklin D. Roosevelt (FDR) was elected president, and he assumed office in March 1933 - through a series of economic reforms and New Deal policies, the economy began to recover. Stock prices fluctuated at more sustainable levels over the next decades, and developments were in line with overall economic development, rather than the uncontrolled growth seen in the 1920s. Overall, it took over 25 years for the Dow Jones value to reach its pre-Crash peak.

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.

Finland's main stock market index, the Helsinki 25, rose to 4895 points on August 7, 2025, gaining 1.01% from the previous session. Over the past month, the index has climbed 1.66% and is up 11.18% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Finland. Finland Stock Market Index (Helsinki 25) - values, historical data, forecasts and news - updated on August of 2025.

Japan's main stock market index, the JP225, rose to 41239 points on August 7, 2025, gaining 1.09% from the previous session. Over the past month, the index has climbed 3.91% and is up 18.40% 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 August of 2025.

United Kingdom's main stock market index, the GB100, fell to 9096 points on August 8, 2025, losing 0.06% from the previous session. Over the past month, the index has climbed 2.58% and is up 11.36% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from United Kingdom. United Kingdom Stock Market Index (GB100) - values, historical data, forecasts and news - updated on August of 2025.

Graph and download economic data for 5-Year 0-1/8% Treasury Inflation-Indexed Note, Due 4/15/2016 (DISCONTINUED) (DTP5A16) from 2011-04-25 to 2016-04-15 about fees, notes, TIPS, Treasury, interest rate, interest, real, 5-year, rate, and USA.

Venezuela's main stock market index, the IBC, rose to 559 points on August 7, 2025, gaining 4.80% from the previous session. Over the past month, the index has climbed 41.06% and is up 499.54% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Venezuela. Venezuela Stock Market (IBVC) - values, historical data, forecasts and news - updated on August of 2025.

Brazil's main stock market index, the IBOVESPA, fell to 135913 points on August 8, 2025, losing 0.45% from the previous session. Over the past month, the index has declined 1.14%, though it remains 4.06% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Brazil. Brazil Stock Market (BOVESPA) - values, historical data, forecasts and news - updated on August of 2025.

Kenya's main stock market index, the Nairobi 20, rose to 2569 points on August 8, 2025, gaining 0.79% from the previous session. Over the past month, the index has climbed 0.50% and is up 58.11% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Kenya. Kenya Stock Market (NSE20) - values, historical data, forecasts and news - updated on August of 2025.

Cotización histórica del Dow Jones: empresas, acciones, capital, rentabilidad, gráficos, cierre, históricos y toda la información del Dow Jones con Cinco Días.

Pakistan's main stock market index, the KSE 100, fell to 145599 points on August 8, 2025, losing 0.03% from the previous session. Over the past month, the index has climbed 9.82% and is up 85.31% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from Pakistan. Pakistan Stock Market (KSE100) - values, historical data, forecasts and news - updated on August of 2025.

The main stock market index of Netherlands, the NL25, fell to 889 points on August 8, 2025, losing 0.43% from the previous session. Over the past month, the index has declined 3.28%, though it remains 0.60% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Netherlands. Netherlands Stock Market Index (NL25) - values, historical data, forecasts and news - updated on August of 2025.

China's main stock market index, the SHANGHAI, fell to 3635 points on August 8, 2025, losing 0.12% from the previous session. Over the past month, the index has climbed 4.07% and is up 27.00% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks this benchmark index from China. China Shanghai Composite Stock Market Index - values, historical data, forecasts and news - updated on August of 2025.

Canada's main stock market index, the TSX, fell to 27759 points on August 8, 2025, losing 0.01% from the previous session. Over the past month, the index has climbed 2.92% and is up 24.42% 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 August of 2025.

India's main stock market index, the SENSEX, rose to 80623 points on August 7, 2025, gaining 0.10% from the previous session. Over the past month, the index has declined 3.69%, though it remains 2.20% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from India. BSE SENSEX Stock Market Index - values, historical data, forecasts and news - updated on August of 2025.

Germany's main stock market index, the DE40, fell to 24163 points on August 8, 2025, losing 0.12% from the previous session. Over the past month, the index has declined 1.58%, though it remains 36.34% higher than a year ago, 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 August of 2025.