Impact of Social Media on Different Virtues

Introduction:Social media refers to a broad category of online platforms that enable users to create, share, and network. Our project discusses the benefits and risks of social media use. It also gives tips for how to manage the risks and find balance.Aim:The aim of our project is to study the data of people with their opinion on Social media platform and understand the various underlying factors.Methodology:We collected the data through Google Forms survey, cleaned the data and then converted the Likert scale data into scores (individual and question-wise). We then visualized the data so that we could get key insights.We also fitted various predictive models on the data like logistic regression, KNN algorithm, Naive Bayes algorithm, etc. to check the necessity of health check-up in the individuals.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-01
DOI
https://doi.org/10.5281/zenodo.15682602
Primary Topic
Internet of Things and AI
Type
article
Field-Weighted Citation Impact
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article

Impact of Social Media on Different Virtues

Zenodo (CERN European Organization for Nuclear Research)
Internet of Things and AI
article

Impact of Social Media on Different Virtues

article en

Abstract

Introduction:Social media refers to a broad category of online platforms that enable users to create, share, and network. Our project discusses the benefits and risks of social media use. It also gives tips for how to manage the risks and find balance.Aim:The aim of our project is to study the data of people with their opinion on Social media platform and understand the various underlying factors.Methodology:We collected the data through Google Forms survey, cleaned the data and then converted the Likert scale data into scores (individual and question-wise). We then visualized the data so that we could get key insights.We also fitted various predictive models on the data like logistic regression, KNN algorithm, Naive Bayes algorithm, etc. to check the necessity of health check-up in the individuals.

Zenodo (CERN European Organization for Nuclear Research)
University of Mumbai (IN)
Openalex Percentile: Top 44%
Internet of Things and AI
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