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Is Traveling to the U.S. Still Worth It in 2025?

We analyzed 337 comments from a social media thread discussing traveling to the U.S. The sentiment analysis classified 75% of the comments as negative and 25% as positive, with high confidence scores (0.96 – 0.97). This sentiment classification was meant to depict the tone of the comments, which may or may not directly indicate whether…

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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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Moving to Alaska: Stories from Real Experiences

We conducted a sentiment analysis of 246 social media thread comments from locals and visitors of the state of Alaska. The analysis revealed that 76% of the comments were negative, highlighting challenges and frustrations, while 24% were positive, reflecting enjoyment and appreciation of life in the state. On average, negative comments scored 0.97 and positive…

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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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The Best leggings Based on User-Experience

In our latest article, we explore real user opinions from social media conversations about the top leggings brands, focusing on durability, fabric quality, and care advice. Discover which brands stand out and what to consider when choosing activewear. For the complete analysis and detailed summary, please visit the full article on our sister platform.

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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

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United States: Bank Closures (2000 – 2025)

Notice a sharp spike in bank closures during the late 2000s, aligning with the global financial crisis. After that peak, the number of closures steadily declined, indicating a gradual recovery and improved regulatory oversight. From the mid-2010s onward, closures remained low and stable, suggesting a more resilient banking sector. A few closures still occurred sporadically,…

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Philippine Tourism: The Rise, the Fall, the Comeback

Tourism in the Philippines followed a steady upward trend from 2009 until it reached a peak in 2019. This growth was sharply interrupted starting in 2020, with a dramatic decline that coincides with the beginning of the COVID-19 pandemic. A modest recovery is evident in 2022, suggesting a gradual reopening and renewed confidence in travel…