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diff --git a/mini-project/Hoa_Ly_Idea1.html b/mini-project/Hoa_Ly_Idea1.html
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+Hoa Ly - DATA 400 Spring 2026.md
+
Hoa Ly - DATA 400 Spring 2026
+
Idea 1
+
As the world continues to develop, mental health has become one of the most pressing concerns in modern society. Mental health directly affects daily life, social relationships, and an individual’s work performance. According to previous research, there are many factors that influence a person’s mental health, including living environment, family upbringing, and peer relationships. Among these factors, in an era of rapid technological advancement, social media has emerged as an important element that can impact an individual’s mental health. Therefore, in this mini project, we aim to examine how social media influences mental health.
+
Research question
+
How does social media affect mental heatlh ?
+
Data
+
For this mini project, I will be using a dataset from Kaggle since I could not find any dataset from any other mental health organization.(Dataset)
+
Model
+
This project will use a Multiple Linear Regression model and a Random Forest model.
+
Implications for stakeholders
+
+
Social Media users:
+
+
The findings might help promoting that mindful and intentional social media use help reduce anxiety, depressive symptoms, and sleep disturbances.
+
Specific social media behaviors (e.g., frequent social comparison, validation-seeking, restlessness when not using social media) are more strongly associated with negative mental health outcomes than overall time spent online.
+
+
+
Mental Health Professionals:
+
+
Predictive patterns identified by the regression and random forest models suggest that certain social media behaviors may serve as indicators of elevated mental health risk.
+
Clinicians may incorporate discussions of social media habits into screening, assessment, or therapeutic interventions.
+
+
+
Educational Institutions
+
+
Colleges and schools can use these findings to inform digital wellness programs and student support services.
+
Interventions may be more effective if they focus on reducing harmful engagement patterns rather than encouraging complete disengagement from social media.
+
+
+
+
Ethical, Legal, Societal Implications
+
I cannot really think of anything for now.
+Will need to meet with you so we can discuss this.
+
+
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diff --git a/mini-project/Hoa_Ly_Idea1.md b/mini-project/Hoa_Ly_Idea1.md
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index 0000000..a9c1fc9
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+Hoa Ly - DATA 400 Spring 2026.md
+
Hoa Ly - DATA 400 Spring 2026
+
Idea 1
+
As the world continues to develop, mental health has become one of the most pressing concerns in modern society. Mental health directly affects daily life, social relationships, and an individual’s work performance. According to previous research, there are many factors that influence a person’s mental health, including living environment, family upbringing, and peer relationships. Among these factors, in an era of rapid technological advancement, social media has emerged as an important element that can impact an individual’s mental health. Therefore, in this mini project, we aim to examine how social media influences mental health.
+
Research question
+
How does social media affect mental heatlh ?
+
Data
+
For this mini project, I will be using a dataset from Kaggle since I could not find any dataset from any other mental health organization.(Dataset)
+
Model
+
This project will use a Multiple Linear Regression model and a Random Forest model.
+
Implications for stakeholders
+
+
Social Media users:
+
+
The findings might help promoting that mindful and intentional social media use help reduce anxiety, depressive symptoms, and sleep disturbances.
+
Specific social media behaviors (e.g., frequent social comparison, validation-seeking, restlessness when not using social media) are more strongly associated with negative mental health outcomes than overall time spent online.
+
+
+
Mental Health Professionals:
+
+
Predictive patterns identified by the regression and random forest models suggest that certain social media behaviors may serve as indicators of elevated mental health risk.
+
Clinicians may incorporate discussions of social media habits into screening, assessment, or therapeutic interventions.
+
+
+
Educational Institutions
+
+
Colleges and schools can use these findings to inform digital wellness programs and student support services.
+
Interventions may be more effective if they focus on reducing harmful engagement patterns rather than encouraging complete disengagement from social media.
+
+
+
+
Ethical, Legal, Societal Implications
+
I cannot really think of anything for now.
+Will need to meet with you so we can discuss this.
+
+
\ No newline at end of file
diff --git a/presentations/test_slides.Rmd b/presentations/test_slides.Rmd
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+---
+title: "Presentation Ninja"
+subtitle: "⚔ with xaringan"
+author: "Hoa Ly"
+institute: "Dickinson College"
+date: "`r Sys.Date()`"
+output:
+ xaringan::moon_reader:
+ lib_dir: libs
+ nature:
+ highlightStyle: github
+ highlightLines: true
+ countIncrementalSlides: false
+---
+
+#This is my first slide
+
+This is a very short sentence.
\ No newline at end of file
diff --git a/presentations/test_slides.html b/presentations/test_slides.html
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+
+
+
+ Presentation Ninja
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+