Negative "Sentiment" in 3 out of 4 YouTube AI-Related videos!
- Federico Carrasco

- May 13, 2024
- 2 min read
An impressive result after analyzing the top 100 most-viewed videos on YouTube, published after January 2023.

In Graypes GmbH we recently conducted a comprehensive sentiment analysis on the top 100 most-viewed videos on YouTube, related to Artificial Intelligence, and published after January 2023. The results revealed a striking trend toward negativity:
📌 A significant proportion of the videos, approximately 74.3%, were found to have a negative sentiment, which is concerning as it may reflect the current societal mood on Artificial Intelligence or the type of content that is being promoted and consumed on the platform.
📌 In contrast, only 19.3% of the videos were found to have a positive sentiment, which is relatively low and suggests that uplifting and inspiring content about #AI may not be as popular or widespread as negative content.
We conducted the analysis according to the following steps:
📍Data Collection: We identified the 100 most-viewed YouTube videos on #AI published since January 2023, ensuring each video was at least 4 minutes long.
📍Transcript Generation: We utilized a popular YouTube transcript generator, specifically kome.ai, to convert the video audio into text for each video.
📍 Sentiment Analysis: A custom Python script employing the NLTK library's "SentimentIntensityAnalyzer" was used to analyze the sentiment of each transcript. This analysis categorized the sentiment into three classes: Positive, Negative, and Neutral.
đź’ˇ The rapid advancement of #AI has sparked negative sentiments, including fears of job displacement, ethical concerns about bias and discrimination, and worries about the potential for AI to infringe upon human rights and freedoms.
đź’ˇ On the other hand, there are proponents like Eric Schmidt (Google's ex-CEO) who believe in AI's potential to address all humanity's challenges. This viewpoint emphasizes the technological solutionism approach, where advancements in #AI are seen as a panacea for various societal and scientific issues.
As a seasoned technologist with over two decades of experience in the IT sector, I have had the privilege of witnessing some of the most groundbreaking advancements in Computer Science and Electrical Engineering. Based on this extensive background, I hold a firm belief:
đź’ˇ No #technology by itself is #transformative. The #parents, the #education, the #schools, the #pedagogy, the #child #development, that is transformative.
❗️It is in this domain that I plan to dedicate my #innovative efforts and resources in the coming years.
The Cyclyst




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