Update README.md

README.md

@@ -1,17 +1,17 @@
-# 📊 Student Habits vs Academic Performance  
+#  Student Habits vs Academic Performance  
 Dataset & Analysis by Lipaz Levy
 
 This project explores how students’ daily habits — including study hours, sleep, social media use, lifestyle factors, mental health, exercise, diet quality, and more — influence their academic performance.
 
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-# 🎯 **Main Research Question**
+#  **Main Research Question**
 **How do students’ daily habits affect their exam performance?**  
 (study hours, sleep, social media, lifestyle factors)
 
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-# 🧩 **Sub-Questions Analyzed**
+# **Sub-Questions Analyzed**
 
 ### **Q1: Does studying more hours improve exam performance?**
 ![Study Hours Bar](study_vs_exam_bar.png)
@@ -93,17 +93,16 @@ Mental health is one of the strongest predictors.
 
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-# 🔥 **Additional Analysis**
+#  **Additional Analysis**
+
 
-### **Regression Summary (full model)**
-![Regression Summary](regression_summary.png)
 
 ### **Correlation Heatmap of All Variables**
 ![Correlation Heatmap](correlation_heatmap.png)
 
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-# 📁 Dataset Structure (Data Dictionary)
+#  Dataset Structure (Data Dictionary)
 
 | Column Name               | Description |
 |--------------------------|-------------|
@@ -136,7 +135,7 @@ Students who balance healthy routines — good study habits, sleep, mental well-
 
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-# ✅ Project Completed by  
-💛 **Lipaz Levy**  
+#  Project Completed by  
+ **Lipaz Levy**  
 Reichman University — Data Analysis Project