Social Media Addiction SMA10 Dataset

Coding category:

Q1_Gender
1. Male
2. Female

Q2_Living_Area
1. Urban
2. Rural

Q3_Maritial_Status
1. No
2. Yes

SMAQ1 – SMAQ10
1. Never
2. Rarely
3. Sometimes
4. Often
5. Always

SMA_Scale_value

less than 20 to more than 40.

SMA_Scale (Class_Lebel)
1. Low addiction: Total score equal & less than 20
2. Moderate addiction: Total score in between 20 and 40
3. High addiction: Total score equal & greater than 40

This Dataset analyzed Social Media Addiction data from Daffodil International University (DIU) to classify their levels of Addiction into five categories: 1 (Never), 2 (Rarely), 3 (Sometimes), 4 (Often), and 5 (Always). The dataset used was included information on 1,030 participants from various Departments of DIU. The dataset contained 10 main attributes, comprising ten questions each for Social Media Addiction. The target SMA_Scale (Class_Lebel) was categorized as 1 (Low Addiction), 2 (Moderate Addiction), 3 (High Addiction). The distribution of instances for Class_Lebel was 728 (Low Addicted), 259 ((Moderate Addicted), 42 (High Addicted).