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Tang, I; Zhou, Yalu; Hong, MarshallArticleNews cooccurrences, stock return correlations, and portfolio construction implications Journal of Risk and Financial Management Provided in Cooperation with:
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Step 1: Select the news sources you want to track for co-occurrences with stock returns.
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Step 2: Determine the time frame over which you want to analyze the co-occurrences.
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Step 3: Use a text mining tool or software to extract relevant keywords and phrases from the news articles.
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Step 4: Match the extracted keywords with historical stock return data for the corresponding time period.
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Step 5: Analyze the relationship between the news co-occurrences and stock returns to identify any trends or correlations.

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Investors looking to gain insights into stock market movements based on news events.
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News co-occurrences stock return is a measure of how news articles or events coincide with stock price movements.
Investors, financial analysts, or researchers who analyze the relationship between news and stock returns may be required to file news co-occurrences stock return.
To fill out news co-occurrences stock return, one must gather data on news articles or events and correlate them with stock price data.
The purpose of news co-occurrences stock return is to provide insights into how news events impact stock prices.
Information such as the date of news articles, the content of the news, and the corresponding stock returns must be reported on news co-occurrences stock return.
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