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Worms in Salmon: Real Experiences and Advice

We collected, processed, and reviewed 302 comments from a social media thread where someone found what looked like a worm in their cooked salmon. The responses came from real people sharing lived experiences, practical advice, and personal insights. Below, we provide you with he main points you should take away. This is not theory, but…

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Women, Creatine, and Training: Insights from User Reviews

In this article on our other platform, we provided detailed accounts from women who have used creatine. Read about their experiences with strength, energy, cognitive benefits, side effects, dosage adjustments, and recommendations for safe and effective use. click here for the full article. For more insight, contact us.

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Young Americans Are Not Happy

We analyzed 225 social media comments discussing the unhappiness of young Americans. Using sentiment analysis, about 83% of comments were classified as positive, but the average confidence score for these positive labels was low (around 0.57). This indicates that the model detected mixed emotions. It suggests that while some comments may include hopeful or constructive…

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Menopause Experiences: Real Stories, Symptoms, and What Helps

We retrieved 76 social media thread comments reflecting women’s real-life experiences with menopause. This summary captures their lived experiences, not theoretical assumptions. Based on the collected data, our model identified 82% of the comments as expressing negative sentiment toward menopause, with an average confidence score of 98%, and 18% as positive sentiment, with an average…

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Trends in Female Breast Cancer Rates Across the U.S. (2012–2021)

From 2012 to 2021, all four U.S. regions generally show a rising trend in age-adjusted cancer rates, with a noticeable dip around 2020 likely due to pandemic-related disruptions. The Northeast and Midwest tend to maintain higher rates compared to the South and West, which remain relatively lower and more stable. Data source: CDC WONDER