This visualization shows how internet usage has increased globally over the years, with a country-by-country breakdown. There is a sharp rise in users, especially in bigger countries, demonstrating a quick embrace of digital technology. The trend shows variations in internet penetration levels between countries, with certain nations showing quicker growth compared to others in recent years.

The visualization depicts how internet usage is increasing in different income brackets, with high-income countries maintaining steady user numbers and lower- and upper-middle-income countries seeing growth. The worldwide pattern closely matches the growth of users in poorer areas, showing a rise in internet usage and acceptance in developing countries.

The visualization shows the popularity trend of social media platforms over the years. The interactive “Play” and “Pause” buttons allow users to observe changes in each platform’s percentage share, highlighting shifts in user preferences across platforms like Facebook, Instagram, LinkedIn, Reddit, Twitter, and YouTube.

This box plot displays the daily time spent using different social media platforms. Snapchat has the highest average daily usage, while LinkedIn has the lowest. The information points out variations in user involvement, showing significant differences in usage time for platforms such as Facebook and Instagram in comparison to others.

The bubble chart shows how increased daily social media usage shows mixed effects on social well-being, with emotions like happiness and sadness becoming more dominant. Higher usage may lead to heightened emotional states, both positive and negative, suggesting that prolonged interaction impacts mental well-being and emotional stability, potentially fostering anxiety, boredom, or contentment.

The pie chart illustrates that the main reasons for utilizing social media is habit (33.9%) and boredom (27.7%), with entertainment (26.4%) and procrastination (12%) ranking lower. These reasons show how social media addresses emotional desires, with regular and automatic usage being prevalent, affecting performance and involvement.

This stacked bar chart shows levels of addiction within varying age categories on various platforms. YouTube and TikTok exhibit heightened levels of addiction, particularly among younger individuals. Both Instagram and Facebook are used more evenly among different age groups. The data showcases differences in platform choices and levels of engagement, corresponding to age-related usage trends.

This box plot displays addiction levels across social media platforms. Facebook shows the widest range, while Instagram, TikTok, and YouTube have similar distributions with median addiction levels around 3. Each platform exhibits variability, indicating that user addiction intensity differs but remains moderate overall across platforms.

Conclusion: This analysis showcases various trends in the use of social media, addiction levels, and emotional effects on different platforms. Most engagement is driven by habit and boredom, with Facebook and YouTube being the platforms that most users spend their time on. Younger users demonstrate higher levels of addiction, particularly on TikTok and YouTube, indicating their popularity within this age group. Emotional reactions differ depending on how long something is used, with more engagement leading to both positive and negative feelings, impacting one’s social health. These observations highlight how social media can have both positive and negative effects, promoting enjoyment and relationships, but also leading to reliance and mood swings, emphasizing the importance of using it thoughtfully for overall wellness.

Sources:

1. In Data, O. W. (2024). Number of people using the Internet. Our World in Data. https://ourworldindata.org/grapher/number-of-internet-users?tab=table&time=earliest..2020

2. Bogacz, M. (n.d.). Social media popularity (2009 - 2023). Www.kaggle.com. https://www.kaggle.com/datasets/michau96/social-media-popularity-2009-2023/data

3. EMİRHAN BULUT. (2024). Social Media Usage and Emotional Well-Being. Kaggle.com. https://www.kaggle.com/datasets/emirhanai/social-media-usage-and-emotional-well-being/data

4. Muhammad Roshan Riaz. (2024). Dark Side Of Social Media. Kaggle.com. https://www.kaggle.com/datasets/muhammadroshaanriaz/time-wasters-on-social-media