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<div class="small-box box small-box-left mediumlowremoveit sidebox longtext chartmod"><h2>Total volatility</h2><p>Our news ecosystem is mostly negative and this increases its volatility.</p><div id="chart1"></div><div id="chart1text"><div class="box-topic negativeactive chartreplacement">Negative <strong id="negative">46%</strong></div><div class="box-topic positiveactive chartreplacement">Positive <strong id="positive">36%</strong></div><div class="box-topic neutralactive chartreplacement">Neutral <strong id="neutral">19%</strong></div></div><br><p>See how we <a href="https://curatednews.github.io/analyticaldataset#calculation-of-overall-sentiment-score" target="_blank">calculate</a> these scores and check our <a href="CuratedNewsDatasetCodeBook.pdf" target="_blank">codebook</a> for more information.</p></div>
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<p>News volatility follows news article volume. As news is produced at higher levels, emotional volatility becomes heightened and the gap between <strong class="negativebutton">Negative</strong> and <strong class="positivebutton">Positive</strong> stories increases.<br><br>This type of behavior is present in systems that are easily manipulated, even when there are tight controls and regulations in place, including the stock market. In fact, this phenomenon partially mirrors something in market manipulation called <a href="https://en.wikipedia.org/wiki/Pump_and_dump" target="_blank">the "pump-and-dump" scheme</a>.</p>
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<div class="panel-content-faq">We do small data. Small, representative data is just as effective as big, representative data. With small data, you have to be focused because it requires a solid sampling methodology, consistent operationalization, and strong data pipelines. This dataset follows all the best practices and gives you powerful insights into our news media ecosystem.<br><br></div>
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<div class="panel-content-faq">Yes. A wave just means additional data to the dataset. We are working to release our subscription plan and this has taken priority.<br><br></div>
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<div class="panel-content-faq">Of course! Our public <a href="https://curatednews.xyz/curatedtools" class="regular_btn">outrage evaluator</a> analyzes news articles for emotional context, giving users a volatility baseline. We think it should be used to determine if a journalist is unwittingly caught up in their own emotions, as this would compromise their ability to convey important news-related information.<br><br></div>
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