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I successfully uploaded my dataset into Jupyter Lab and created visualizations to explore my research question about social media and happiness. I used Seaborn to make a regression plot showing the relationship between daily screen time and happiness, separated by gender. The plot shows a clear negative trend—people who spend more time on social media tend to report lower happiness levels—and this pattern is consistent across genders.

Browse Source 
After completing this project my recent success that I am proud of is
that I was able to create visualizations with the data and topic I
chose. This project has sparked the idea of how I could use this
for sport statistics like one of my peers did. A new skill I learned
doing this project was creating visualizations for the data I chose.
This commit is contained in:
angelotr
2025-11-04 14:24:09 -05:00
parent 3507792ca5
commit 9af355b539
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# Project proposal
This planning document will also form the introduction of your
argument.
## Overarching Question
### What central question are you interested in exploring? Why are you interested in exploring this question?
The central question I am interested in is I’m interested in this question because social media is a major part of daily life, especially for young people. Some say it helps them connect with others, while others say it makes them feel less satisfied or distracted. I’m curious about this topic because I use social media every day and often wonder if the amount of time I spend online affects how happy I feel. I want to explore whether people who spend more time on social media report lower levels of happiness.
### What specific research questions will you investigate?
Do people who spend more time on social media report lower happiness?
Is there a difference in happiness between people who use social media daily versus occasionally?
Does age or gender affect how social media use relates to happiness?
## Data source
### What data set will you use to answer your overarching question?
Dataset name: Mental Health & Solcial Media Balance Dataset
Data source: Kaggle (public dataset)
About the data: The dataset includes information about how many hours people spend on social media each day, their reported happiness levels, and demographic details such as age and gender.
### Where is this data from?
The data will come from Kaggle, which is a trusted website where researchers and data scientists share datasets for learning and analysis. The specific dataset I plan to use was gathered from survey responses about social media use and happiness, collected by researchers studying the effects of screen time on well-being. I trust this data because Kaggle only allows verified datasets to be posted, and the information is based on real surveys where participants reported their habits and feelings.
### What is this data about?
The dataset contains survey results from people who were asked about their daily social media use and how happy they feel on a scale (for example, 1–10). It includes hundreds to thousands of rows, with each row representing one person’s response.
Important columns include:
Daily_Screen_Time(hrs) – number of hours per day on social media
Happiness_Index(1-10) – how happy the person feels on a scale from 1 to 10
Age – age of the respondent
Gender – male, female, or other
These columns will help me compare how time online relates to happiness and whether age or gender makes a difference.
## Methods
### How will you use your data set to answer your quantitative questions?
To answer my research questions, I will use Python’s Pandas library to organize and analyze the data.
For my first question, I will group the data by time spent online and calculate the average happiness score for each group. I’ll show this with a bar chart.
For my second question, I will compare the mean happiness scores of these two groups in a table or bar graph.
For my third question, I will create scatter plots or grouped bar charts to see if certain age groups or genders show stronger effects.
I will use Seaborn to make clear, easy-to-read charts and provide a short written explanation for each result.

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[project]
name = "project-argument"
version = "0.1.0"
description = ""
authors = [
{name = "Chris Proctor",email = "chris@chrisproctor.net"}
]
license = {text = "MIT"}
readme = "README.md"
requires-python = ">=3.10,<4.0"
dependencies = [
"jupyter (>=1.1.1,<2.0.0)",
"seaborn (>=0.13.2,<0.14.0)",
"pandas (>=2.2.3,<3.0.0)"
]
[build-system]
requires = ["poetry-core>=2.0.0,<3.0.0"]
build-backend = "poetry.core.masonry.api"
[tool.poetry]
package-mode = false

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User_ID,Age,Gender,Daily_Screen_Time(hrs),Sleep_Quality(1-10),Stress_Level(1-10),Days_Without_Social_Media,Exercise_Frequency(week),Social_Media_Platform,Happiness_Index(1-10)
U001,44,Male,3.1,7.0,6.0,2.0,5.0,Facebook,10.0
U002,30,Other,5.1,7.0,8.0,5.0,3.0,LinkedIn,10.0
U003,23,Other,7.4,6.0,7.0,1.0,3.0,YouTube,6.0
U004,36,Female,5.7,7.0,8.0,1.0,1.0,TikTok,8.0
U005,34,Female,7.0,4.0,7.0,5.0,1.0,X (Twitter),8.0
U006,38,Male,6.6,5.0,7.0,4.0,3.0,LinkedIn,8.0
U007,26,Female,7.8,4.0,8.0,2.0,0.0,TikTok,7.0
U008,26,Female,7.4,5.0,6.0,1.0,4.0,Instagram,7.0
U009,39,Male,4.7,7.0,7.0,6.0,1.0,YouTube,9.0
U010,39,Female,6.6,6.0,8.0,0.0,2.0,Facebook,7.0
U011,18,Female,2.8,7.0,6.0,2.0,0.0,Instagram,7.0
U012,37,Other,5.4,5.0,7.0,3.0,2.0,Instagram,9.0
U013,17,Female,7.0,7.0,10.0,7.0,1.0,YouTube,8.0
U014,39,Female,5.7,5.0,7.0,4.0,0.0,Facebook,8.0
U015,45,Male,6.3,7.0,7.0,4.0,3.0,X (Twitter),9.0
U016,17,Female,5.1,7.0,6.0,2.0,5.0,LinkedIn,10.0
U017,36,Female,7.5,5.0,8.0,4.0,4.0,Facebook,7.0
U018,48,Male,5.4,6.0,4.0,3.0,4.0,TikTok,10.0
U019,27,Male,4.7,6.0,6.0,0.0,2.0,Instagram,9.0
U020,37,Male,7.1,6.0,6.0,5.0,4.0,TikTok,10.0
U021,40,Female,3.0,8.0,5.0,5.0,4.0,X (Twitter),10.0
U022,42,Other,6.4,7.0,6.0,5.0,3.0,TikTok,10.0
U023,43,Male,3.6,8.0,5.0,3.0,1.0,Facebook,9.0
U024,31,Female,7.8,5.0,8.0,1.0,2.0,TikTok,7.0
U025,30,Male,5.0,6.0,6.0,0.0,5.0,X (Twitter),8.0
U026,18,Other,5.7,6.0,7.0,3.0,2.0,X (Twitter),8.0
U027,22,Female,6.2,5.0,8.0,5.0,0.0,X (Twitter),6.0
U028,36,Female,2.0,8.0,4.0,5.0,0.0,Facebook,10.0
U029,24,Male,4.3,6.0,6.0,5.0,2.0,X (Twitter),10.0
U030,33,Male,7.4,6.0,10.0,3.0,4.0,Instagram,8.0
U031,19,Male,7.1,5.0,8.0,5.0,2.0,X (Twitter),9.0
U032,40,Male,6.0,6.0,7.0,5.0,4.0,TikTok,7.0
U033,29,Female,3.1,8.0,4.0,2.0,2.0,LinkedIn,10.0
U034,24,Female,6.6,6.0,7.0,4.0,0.0,TikTok,7.0
U035,41,Other,6.8,8.0,7.0,2.0,2.0,LinkedIn,9.0
U036,17,Other,5.6,6.0,7.0,4.0,3.0,TikTok,7.0
U037,35,Female,7.7,4.0,8.0,0.0,3.0,Facebook,8.0
U038,43,Female,4.3,8.0,4.0,1.0,1.0,TikTok,10.0
U039,22,Other,4.6,4.0,6.0,5.0,2.0,Facebook,9.0
U040,23,Female,1.0,9.0,5.0,5.0,7.0,Facebook,10.0
U041,29,Male,7.2,5.0,7.0,4.0,1.0,X (Twitter),10.0
U042,32,Male,6.1,5.0,6.0,3.0,3.0,Instagram,7.0
U043,19,Male,2.5,9.0,3.0,0.0,0.0,LinkedIn,10.0
U044,17,Other,2.3,9.0,3.0,3.0,4.0,X (Twitter),10.0
U045,21,Female,3.9,6.0,6.0,4.0,1.0,X (Twitter),8.0
U046,19,Male,6.9,5.0,7.0,2.0,3.0,Facebook,9.0
U047,44,Female,5.0,4.0,7.0,2.0,1.0,Facebook,8.0
U048,33,Female,4.1,8.0,7.0,6.0,3.0,LinkedIn,9.0
U049,41,Male,3.7,8.0,6.0,3.0,1.0,TikTok,9.0
U050,49,Male,3.6,7.0,5.0,4.0,1.0,TikTok,9.0
U051,25,Female,2.0,9.0,4.0,5.0,3.0,X (Twitter),10.0
U052,29,Female,3.3,7.0,5.0,1.0,2.0,YouTube,10.0
U053,46,Female,3.6,7.0,5.0,3.0,3.0,YouTube,10.0
U054,30,Female,6.7,6.0,8.0,6.0,2.0,TikTok,7.0
U055,23,Female,5.2,6.0,6.0,7.0,3.0,YouTube,8.0
U056,29,Female,4.0,7.0,3.0,3.0,3.0,TikTok,10.0
U057,38,Female,9.7,3.0,9.0,3.0,2.0,Facebook,4.0
U058,36,Female,4.3,7.0,6.0,4.0,1.0,X (Twitter),9.0
U059,31,Male,7.6,5.0,10.0,3.0,2.0,Instagram,6.0
U060,33,Male,8.4,4.0,8.0,6.0,4.0,X (Twitter),7.0
U061,39,Male,2.7,9.0,5.0,1.0,3.0,TikTok,10.0
U062,41,Female,5.6,6.0,7.0,2.0,1.0,TikTok,9.0
U063,40,Female,4.6,7.0,7.0,1.0,3.0,X (Twitter),10.0
U064,44,Female,4.4,6.0,7.0,1.0,3.0,LinkedIn,9.0
U065,30,Male,6.5,4.0,9.0,4.0,3.0,TikTok,5.0
U066,16,Male,4.4,8.0,4.0,5.0,1.0,YouTube,10.0
U067,40,Male,4.6,7.0,6.0,2.0,1.0,YouTube,10.0
U068,22,Male,5.2,9.0,7.0,5.0,1.0,TikTok,10.0
U069,24,Female,4.8,6.0,7.0,5.0,2.0,TikTok,7.0
U070,39,Male,3.4,8.0,6.0,7.0,3.0,LinkedIn,10.0
U071,16,Male,6.9,5.0,8.0,3.0,3.0,YouTube,5.0
U072,23,Female,7.4,6.0,7.0,2.0,3.0,TikTok,8.0
U073,39,Male,6.1,5.0,5.0,1.0,5.0,TikTok,10.0
U074,26,Female,4.8,6.0,6.0,1.0,4.0,LinkedIn,8.0
U075,32,Female,4.2,8.0,8.0,5.0,2.0,LinkedIn,8.0
U076,23,Male,4.2,7.0,5.0,0.0,1.0,X (Twitter),10.0
U077,48,Female,9.7,4.0,8.0,5.0,1.0,LinkedIn,5.0
U078,20,Female,7.2,6.0,9.0,1.0,2.0,Instagram,6.0
U079,43,Other,4.0,7.0,7.0,2.0,4.0,YouTube,9.0
U080,22,Male,5.8,6.0,8.0,3.0,2.0,X (Twitter),7.0
U081,24,Female,4.8,6.0,7.0,2.0,2.0,Instagram,8.0
U082,23,Female,6.6,6.0,8.0,5.0,1.0,TikTok,8.0
U083,27,Male,6.5,7.0,9.0,7.0,2.0,TikTok,8.0
U084,49,Male,7.5,4.0,7.0,2.0,4.0,X (Twitter),8.0
U085,48,Other,4.0,7.0,5.0,2.0,5.0,LinkedIn,10.0
U086,38,Female,5.7,5.0,6.0,3.0,2.0,TikTok,9.0
U087,39,Male,2.4,7.0,4.0,4.0,2.0,Facebook,10.0
U088,37,Female,3.2,8.0,7.0,3.0,1.0,X (Twitter),10.0
U089,42,Male,7.1,3.0,8.0,6.0,5.0,Instagram,6.0
U090,16,Male,3.8,10.0,6.0,5.0,0.0,X (Twitter),10.0
U091,29,Male,4.0,6.0,4.0,1.0,4.0,YouTube,9.0
U092,18,Male,5.5,6.0,6.0,4.0,2.0,LinkedIn,9.0
U093,16,Male,6.8,7.0,6.0,6.0,2.0,LinkedIn,9.0
U094,20,Male,3.6,7.0,7.0,2.0,1.0,X (Twitter),8.0
U095,41,Female,1.0,7.0,5.0,2.0,6.0,TikTok,10.0
U096,29,Male,3.9,7.0,6.0,2.0,3.0,TikTok,10.0
U097,42,Male,7.7,4.0,7.0,2.0,3.0,Facebook,8.0
U098,24,Female,6.1,4.0,9.0,0.0,4.0,Facebook,6.0
U099,30,Female,7.9,5.0,8.0,0.0,2.0,LinkedIn,8.0
U100,30,Female,3.5,8.0,4.0,3.0,3.0,Facebook,10.0
U101,41,Male,2.5,9.0,4.0,6.0,3.0,Instagram,10.0
U102,28,Male,6.3,5.0,7.0,2.0,2.0,Facebook,7.0
U103,47,Male,5.9,4.0,7.0,2.0,4.0,Instagram,7.0
U104,47,Male,6.0,6.0,7.0,6.0,2.0,Facebook,9.0
U105,19,Male,7.2,5.0,6.0,1.0,0.0,LinkedIn,9.0
U106,45,Male,6.3,7.0,8.0,0.0,2.0,LinkedIn,6.0
U107,38,Male,6.2,7.0,7.0,1.0,3.0,Instagram,9.0
U108,30,Male,6.8,7.0,7.0,2.0,1.0,X (Twitter),10.0
U109,44,Male,6.4,6.0,8.0,0.0,1.0,LinkedIn,7.0
U110,28,Male,7.0,6.0,6.0,3.0,2.0,X (Twitter),8.0
U111,47,Male,7.3,4.0,6.0,5.0,4.0,TikTok,8.0
U112,22,Female,8.3,5.0,10.0,0.0,2.0,Instagram,6.0
U113,37,Female,4.3,6.0,8.0,3.0,5.0,LinkedIn,9.0
U114,43,Male,6.4,6.0,7.0,4.0,2.0,YouTube,7.0
U115,17,Female,4.8,7.0,6.0,3.0,3.0,TikTok,10.0
U116,21,Female,4.0,9.0,5.0,3.0,2.0,X (Twitter),10.0
U117,43,Male,4.3,7.0,6.0,3.0,4.0,LinkedIn,9.0
U118,43,Female,6.4,6.0,7.0,1.0,1.0,Instagram,9.0
U119,35,Female,6.3,6.0,7.0,6.0,4.0,Facebook,9.0
U120,45,Male,6.2,5.0,8.0,5.0,3.0,YouTube,8.0
U121,26,Male,5.1,6.0,5.0,5.0,2.0,X (Twitter),9.0
U122,43,Female,5.5,8.0,6.0,5.0,2.0,TikTok,10.0
U123,40,Female,7.0,4.0,6.0,0.0,5.0,Instagram,8.0
U124,48,Male,2.8,7.0,5.0,5.0,3.0,YouTube,10.0
U125,16,Male,5.5,7.0,7.0,4.0,1.0,Instagram,9.0
U126,42,Male,5.7,7.0,7.0,0.0,1.0,LinkedIn,9.0
U127,28,Female,6.9,5.0,8.0,3.0,3.0,Facebook,8.0
U128,18,Female,3.1,7.0,6.0,4.0,3.0,TikTok,9.0
U129,21,Male,8.2,5.0,7.0,6.0,4.0,Instagram,7.0
U130,23,Male,5.9,5.0,5.0,4.0,0.0,X (Twitter),9.0
U131,42,Female,6.0,5.0,8.0,1.0,1.0,LinkedIn,7.0
U132,24,Male,4.8,8.0,4.0,6.0,4.0,LinkedIn,10.0
U133,48,Male,6.5,6.0,8.0,3.0,3.0,TikTok,8.0
U134,39,Female,5.6,8.0,6.0,2.0,3.0,LinkedIn,9.0
U135,30,Female,7.7,4.0,10.0,2.0,1.0,X (Twitter),8.0
U136,47,Female,2.9,8.0,5.0,0.0,1.0,Instagram,10.0
U137,47,Female,5.8,6.0,7.0,3.0,4.0,TikTok,10.0
U138,39,Male,6.2,5.0,8.0,4.0,4.0,LinkedIn,7.0
U139,27,Male,5.2,7.0,5.0,2.0,1.0,LinkedIn,10.0
U140,17,Female,4.8,8.0,5.0,4.0,1.0,X (Twitter),10.0
U141,18,Male,4.8,6.0,5.0,1.0,2.0,Facebook,10.0
U142,32,Male,5.8,6.0,6.0,3.0,1.0,Facebook,10.0
U143,17,Male,2.2,10.0,5.0,4.0,1.0,LinkedIn,10.0
U144,17,Male,7.2,7.0,8.0,3.0,1.0,Instagram,8.0
U145,43,Male,4.6,8.0,7.0,0.0,2.0,TikTok,9.0
U146,38,Male,5.7,7.0,5.0,2.0,1.0,LinkedIn,10.0
U147,47,Male,6.2,5.0,7.0,6.0,1.0,YouTube,9.0
U148,48,Male,4.6,7.0,5.0,2.0,3.0,TikTok,10.0
U149,16,Female,5.3,7.0,6.0,3.0,2.0,Facebook,10.0
U150,34,Female,1.8,9.0,7.0,3.0,3.0,LinkedIn,10.0
U151,17,Female,6.8,5.0,8.0,6.0,0.0,X (Twitter),6.0
U152,41,Female,7.4,4.0,9.0,6.0,3.0,YouTube,5.0
U153,47,Female,2.4,7.0,7.0,5.0,6.0,LinkedIn,9.0
U154,21,Male,4.8,5.0,7.0,1.0,2.0,Instagram,8.0
U155,47,Female,3.3,8.0,5.0,4.0,4.0,YouTube,10.0
U156,19,Female,5.2,7.0,5.0,4.0,4.0,LinkedIn,10.0
U157,26,Female,6.7,5.0,7.0,2.0,4.0,Instagram,8.0
U158,32,Male,7.3,5.0,7.0,1.0,3.0,YouTube,8.0
U159,39,Male,7.5,5.0,6.0,6.0,3.0,Instagram,7.0
U160,20,Male,7.9,5.0,9.0,2.0,4.0,Instagram,5.0
U161,49,Male,5.1,5.0,7.0,6.0,3.0,YouTube,8.0
U162,21,Female,3.4,9.0,7.0,5.0,1.0,YouTube,8.0
U163,37,Female,5.3,7.0,6.0,4.0,0.0,Instagram,10.0
U164,26,Male,6.6,6.0,8.0,4.0,0.0,Facebook,8.0
U165,31,Other,3.3,9.0,5.0,0.0,2.0,YouTube,10.0
U166,48,Female,8.5,4.0,10.0,3.0,3.0,LinkedIn,8.0
U167,24,Male,7.1,6.0,8.0,6.0,1.0,TikTok,7.0
U168,21,Male,5.1,6.0,5.0,4.0,4.0,X (Twitter),10.0
U169,31,Male,4.2,8.0,6.0,3.0,2.0,Instagram,10.0
U170,44,Male,4.3,8.0,6.0,6.0,2.0,Instagram,10.0
U171,18,Male,5.6,5.0,7.0,3.0,1.0,X (Twitter),6.0
U172,35,Male,5.1,7.0,7.0,2.0,0.0,Facebook,7.0
U173,34,Male,7.2,6.0,6.0,3.0,3.0,X (Twitter),8.0
U174,41,Male,4.9,7.0,5.0,5.0,5.0,YouTube,10.0
U175,18,Female,6.4,6.0,8.0,0.0,2.0,X (Twitter),8.0
U176,34,Male,5.4,6.0,6.0,4.0,0.0,Instagram,10.0
U177,35,Female,6.0,7.0,7.0,5.0,4.0,X (Twitter),8.0
U178,47,Male,5.1,7.0,4.0,2.0,0.0,TikTok,9.0
U179,22,Other,6.8,5.0,10.0,5.0,1.0,LinkedIn,7.0
U180,48,Male,6.8,4.0,7.0,4.0,2.0,YouTube,7.0
U181,33,Male,6.3,6.0,8.0,7.0,3.0,X (Twitter),6.0
U182,16,Other,6.6,6.0,7.0,1.0,1.0,Instagram,8.0
U183,26,Female,3.8,10.0,6.0,5.0,2.0,LinkedIn,10.0
U184,43,Female,6.1,7.0,9.0,1.0,4.0,YouTube,7.0
U185,40,Male,7.7,3.0,9.0,0.0,4.0,Instagram,5.0
U186,38,Male,6.4,6.0,7.0,0.0,4.0,Facebook,8.0
U187,46,Female,3.6,9.0,5.0,4.0,5.0,TikTok,10.0
U188,45,Female,5.4,7.0,8.0,3.0,4.0,Facebook,7.0
U189,22,Female,6.2,6.0,9.0,2.0,2.0,TikTok,6.0
U190,31,Female,4.1,8.0,6.0,0.0,4.0,X (Twitter),10.0
U191,41,Male,3.1,7.0,7.0,2.0,3.0,YouTube,9.0
U192,17,Female,4.9,7.0,6.0,3.0,3.0,X (Twitter),10.0
U193,16,Male,4.2,7.0,7.0,5.0,3.0,TikTok,8.0
U194,27,Male,5.5,6.0,8.0,3.0,1.0,TikTok,7.0
U195,20,Male,2.6,9.0,4.0,4.0,1.0,TikTok,10.0
U196,47,Female,6.5,5.0,7.0,2.0,2.0,LinkedIn,8.0
U197,24,Male,4.4,8.0,7.0,6.0,3.0,Instagram,10.0
U198,34,Male,7.3,5.0,7.0,1.0,1.0,YouTube,6.0
U199,31,Female,5.0,7.0,5.0,2.0,3.0,X (Twitter),10.0
U200,18,Male,5.5,5.0,6.0,2.0,6.0,X (Twitter),9.0
U201,35,Female,5.2,7.0,6.0,4.0,0.0,Facebook,10.0
U202,39,Male,4.3,9.0,7.0,1.0,3.0,TikTok,9.0
U203,48,Female,10.0,3.0,10.0,3.0,2.0,TikTok,4.0
U204,39,Female,4.6,6.0,7.0,3.0,3.0,TikTok,6.0
U205,26,Male,7.3,5.0,8.0,2.0,2.0,X (Twitter),7.0
U206,23,Male,3.5,9.0,5.0,4.0,2.0,Facebook,10.0
U207,35,Male,6.2,4.0,8.0,1.0,3.0,Instagram,7.0
U208,40,Male,6.4,5.0,8.0,1.0,2.0,LinkedIn,7.0
U209,40,Other,5.5,6.0,7.0,3.0,0.0,YouTube,9.0
U210,44,Male,4.5,6.0,6.0,0.0,2.0,Instagram,9.0
U211,33,Female,5.0,6.0,6.0,0.0,0.0,X (Twitter),8.0
U212,33,Male,4.8,5.0,6.0,4.0,3.0,LinkedIn,9.0
U213,17,Female,9.8,4.0,9.0,5.0,0.0,LinkedIn,6.0
U214,31,Female,5.5,7.0,7.0,2.0,4.0,LinkedIn,9.0
U215,48,Female,6.4,4.0,6.0,2.0,3.0,TikTok,7.0
U216,19,Female,8.7,6.0,7.0,5.0,3.0,YouTube,10.0
U217,48,Male,3.9,9.0,5.0,1.0,0.0,X (Twitter),10.0
U218,29,Male,5.6,6.0,6.0,0.0,2.0,X (Twitter),8.0
U219,36,Female,5.0,8.0,6.0,4.0,4.0,LinkedIn,10.0
U220,35,Female,5.3,6.0,6.0,3.0,2.0,X (Twitter),9.0
U221,23,Other,5.2,7.0,6.0,5.0,1.0,YouTube,9.0
U222,22,Male,4.2,6.0,6.0,0.0,2.0,YouTube,8.0
U223,18,Female,5.9,8.0,6.0,0.0,2.0,Facebook,8.0
U224,32,Female,3.6,7.0,5.0,3.0,1.0,Facebook,10.0
U225,48,Male,7.3,5.0,9.0,4.0,4.0,Instagram,5.0
U226,27,Male,6.6,5.0,7.0,5.0,2.0,YouTube,7.0
U227,37,Female,4.6,9.0,6.0,3.0,2.0,YouTube,8.0
U228,37,Female,4.7,9.0,6.0,3.0,1.0,YouTube,10.0
U229,45,Female,6.0,8.0,7.0,2.0,3.0,Facebook,9.0
U230,23,Male,4.1,8.0,5.0,6.0,3.0,LinkedIn,10.0
U231,42,Female,8.8,4.0,8.0,1.0,1.0,LinkedIn,6.0
U232,42,Male,6.1,7.0,6.0,4.0,0.0,X (Twitter),8.0
U233,49,Male,6.2,6.0,8.0,1.0,3.0,LinkedIn,8.0
U234,36,Male,6.7,7.0,7.0,4.0,2.0,TikTok,8.0
U235,45,Female,4.5,8.0,6.0,1.0,3.0,Facebook,10.0
U236,48,Female,7.5,4.0,9.0,4.0,5.0,YouTube,5.0
U237,43,Female,5.7,7.0,7.0,3.0,2.0,LinkedIn,9.0
U238,48,Male,7.2,6.0,8.0,6.0,2.0,Facebook,9.0
U239,20,Female,5.1,4.0,5.0,2.0,1.0,LinkedIn,9.0
U240,34,Male,7.9,6.0,8.0,4.0,2.0,Instagram,7.0
U241,19,Female,6.2,5.0,7.0,1.0,3.0,YouTube,8.0
U242,32,Male,9.4,3.0,9.0,2.0,3.0,Instagram,5.0
U243,43,Male,4.8,6.0,5.0,3.0,5.0,YouTube,10.0
U244,45,Male,5.9,6.0,8.0,0.0,3.0,Facebook,7.0
U245,44,Male,3.6,8.0,5.0,0.0,2.0,X (Twitter),10.0
U246,21,Female,4.5,6.0,6.0,4.0,1.0,LinkedIn,9.0
U247,39,Female,6.6,6.0,7.0,3.0,3.0,LinkedIn,7.0
U248,44,Male,7.5,6.0,9.0,2.0,1.0,TikTok,6.0
U249,46,Female,10.8,5.0,10.0,2.0,3.0,Instagram,4.0
U250,48,Male,5.3,5.0,5.0,2.0,3.0,LinkedIn,8.0
U251,36,Female,3.8,7.0,5.0,3.0,2.0,Facebook,9.0
U252,47,Female,6.9,6.0,8.0,4.0,2.0,X (Twitter),8.0
U253,38,Female,3.5,9.0,4.0,0.0,0.0,Facebook,10.0
U254,48,Male,6.5,5.0,8.0,6.0,4.0,Instagram,8.0
U255,18,Female,4.6,8.0,7.0,6.0,3.0,TikTok,9.0
U256,33,Female,5.9,4.0,7.0,0.0,3.0,LinkedIn,5.0
U257,40,Male,7.5,4.0,8.0,5.0,0.0,Facebook,7.0
U258,46,Male,5.3,7.0,8.0,5.0,5.0,YouTube,9.0
U259,18,Female,7.2,4.0,7.0,3.0,2.0,X (Twitter),6.0
U260,39,Female,7.1,4.0,8.0,0.0,2.0,Facebook,7.0
U261,47,Female,2.1,8.0,4.0,5.0,1.0,X (Twitter),10.0
U262,37,Female,3.9,8.0,6.0,3.0,0.0,LinkedIn,10.0
U263,38,Female,2.7,6.0,3.0,4.0,4.0,YouTube,10.0
U264,17,Male,9.1,4.0,9.0,7.0,4.0,TikTok,4.0
U265,42,Male,5.3,7.0,7.0,4.0,2.0,TikTok,8.0
U266,17,Male,8.7,4.0,8.0,1.0,1.0,YouTube,7.0
U267,41,Female,2.6,8.0,4.0,2.0,2.0,X (Twitter),10.0
U268,32,Male,4.5,7.0,6.0,1.0,2.0,LinkedIn,8.0
U269,48,Female,6.9,5.0,9.0,4.0,1.0,Facebook,6.0
U270,24,Female,5.8,8.0,6.0,1.0,2.0,YouTube,10.0
U271,44,Female,6.5,5.0,6.0,2.0,3.0,Instagram,8.0
U272,41,Male,3.2,8.0,6.0,0.0,4.0,X (Twitter),10.0
U273,40,Female,8.0,5.0,8.0,3.0,3.0,TikTok,6.0
U274,39,Male,6.9,5.0,7.0,3.0,0.0,YouTube,9.0
U275,28,Female,6.2,3.0,8.0,0.0,3.0,TikTok,5.0
U276,22,Male,4.3,7.0,5.0,4.0,2.0,X (Twitter),10.0
U277,35,Male,6.1,7.0,8.0,3.0,5.0,TikTok,9.0
U278,16,Female,5.0,7.0,6.0,1.0,5.0,YouTube,10.0
U279,23,Male,2.5,9.0,5.0,7.0,5.0,X (Twitter),10.0
U280,31,Male,5.4,5.0,8.0,5.0,2.0,Instagram,7.0
U281,29,Female,5.2,7.0,6.0,1.0,5.0,YouTube,10.0
U282,27,Female,7.4,4.0,9.0,5.0,3.0,Facebook,5.0
U283,38,Female,1.5,9.0,4.0,5.0,5.0,LinkedIn,10.0
U284,30,Female,5.9,6.0,9.0,3.0,2.0,YouTube,7.0
U285,43,Female,3.4,7.0,7.0,4.0,2.0,X (Twitter),10.0
U286,49,Male,6.1,5.0,6.0,4.0,3.0,LinkedIn,9.0
U287,17,Male,6.2,6.0,8.0,0.0,3.0,YouTube,7.0
U288,47,Male,5.3,6.0,6.0,3.0,4.0,Instagram,9.0
U289,38,Female,7.0,4.0,8.0,3.0,2.0,Instagram,6.0
U290,37,Female,3.3,7.0,5.0,6.0,4.0,Facebook,9.0
U291,40,Male,7.5,5.0,7.0,4.0,4.0,TikTok,9.0
U292,37,Male,4.2,9.0,7.0,2.0,2.0,LinkedIn,8.0
U293,37,Other,2.7,8.0,5.0,3.0,3.0,X (Twitter),10.0
U294,21,Male,5.0,7.0,6.0,5.0,2.0,X (Twitter),10.0
U295,30,Female,1.7,9.0,4.0,3.0,6.0,TikTok,10.0
U296,48,Female,6.0,5.0,7.0,2.0,0.0,Instagram,7.0
U297,23,Female,5.0,5.0,7.0,2.0,4.0,Instagram,8.0
U298,20,Male,7.7,4.0,8.0,5.0,0.0,YouTube,5.0
U299,19,Female,6.7,6.0,5.0,4.0,2.0,Facebook,9.0
U300,21,Female,3.0,8.0,5.0,3.0,2.0,LinkedIn,10.0
U301,47,Female,4.0,8.0,4.0,3.0,5.0,Facebook,10.0
U302,45,Female,6.4,6.0,7.0,2.0,1.0,Facebook,7.0
U303,31,Female,7.0,5.0,6.0,3.0,4.0,YouTube,8.0
U304,28,Female,7.7,4.0,7.0,2.0,1.0,Facebook,7.0
U305,45,Male,7.7,6.0,9.0,2.0,5.0,TikTok,6.0
U306,34,Female,5.3,6.0,6.0,6.0,2.0,YouTube,10.0
U307,32,Female,6.2,5.0,7.0,1.0,3.0,TikTok,7.0
U308,34,Male,7.8,5.0,9.0,2.0,2.0,YouTube,6.0
U309,43,Female,5.0,5.0,6.0,0.0,4.0,Facebook,8.0
U310,41,Female,6.2,8.0,9.0,0.0,4.0,TikTok,7.0
U311,41,Female,4.9,7.0,6.0,3.0,3.0,TikTok,9.0
U312,38,Male,4.5,7.0,6.0,2.0,1.0,TikTok,9.0
U313,24,Male,5.6,5.0,8.0,7.0,1.0,YouTube,7.0
U314,27,Other,4.3,7.0,7.0,2.0,1.0,X (Twitter),8.0
U315,16,Female,5.3,6.0,6.0,6.0,0.0,Facebook,9.0
U316,16,Male,3.6,7.0,5.0,5.0,4.0,TikTok,10.0
U317,49,Female,5.2,7.0,8.0,3.0,2.0,LinkedIn,8.0
U318,47,Female,6.3,5.0,8.0,7.0,2.0,X (Twitter),8.0
U319,40,Female,4.4,8.0,7.0,4.0,5.0,LinkedIn,8.0
U320,16,Female,5.5,9.0,5.0,6.0,2.0,Facebook,10.0
U321,31,Male,5.8,6.0,8.0,6.0,1.0,Facebook,7.0
U322,20,Male,6.3,6.0,6.0,4.0,2.0,TikTok,8.0
U323,37,Male,5.3,7.0,7.0,5.0,1.0,TikTok,8.0
U324,44,Female,7.5,7.0,8.0,4.0,3.0,YouTube,9.0
U325,18,Male,1.7,9.0,3.0,1.0,2.0,X (Twitter),10.0
U326,27,Male,10.8,2.0,9.0,3.0,2.0,X (Twitter),5.0
U327,41,Male,3.9,6.0,4.0,5.0,2.0,TikTok,9.0
U328,31,Female,6.2,6.0,7.0,6.0,2.0,Facebook,8.0
U329,37,Female,3.8,7.0,4.0,2.0,3.0,TikTok,10.0
U330,44,Male,6.7,8.0,6.0,4.0,2.0,Facebook,10.0
U331,29,Male,6.0,8.0,7.0,3.0,2.0,Facebook,7.0
U332,43,Female,4.3,6.0,3.0,3.0,2.0,TikTok,10.0
U333,20,Male,7.4,4.0,9.0,4.0,2.0,Instagram,6.0
U334,45,Male,5.2,7.0,4.0,3.0,3.0,X (Twitter),10.0
U335,20,Male,6.5,7.0,7.0,4.0,1.0,LinkedIn,7.0
U336,27,Male,3.8,8.0,6.0,6.0,4.0,Facebook,10.0
U337,31,Male,5.4,6.0,7.0,5.0,3.0,Facebook,8.0
U338,41,Female,9.1,4.0,9.0,4.0,2.0,Instagram,7.0
U339,41,Male,7.2,5.0,10.0,7.0,3.0,LinkedIn,7.0
U340,36,Female,6.1,7.0,7.0,5.0,2.0,YouTube,9.0
U341,48,Male,4.7,6.0,7.0,3.0,0.0,Instagram,8.0
U342,45,Female,5.6,6.0,6.0,1.0,3.0,LinkedIn,7.0
U343,38,Female,5.9,7.0,7.0,1.0,1.0,Instagram,8.0
U344,25,Male,6.3,5.0,9.0,5.0,4.0,Facebook,8.0
U345,20,Female,3.6,6.0,5.0,2.0,2.0,X (Twitter),10.0
U346,49,Male,6.7,6.0,8.0,1.0,4.0,Instagram,8.0
U347,46,Other,3.5,7.0,6.0,1.0,2.0,YouTube,10.0
U348,25,Male,8.4,5.0,8.0,2.0,3.0,TikTok,8.0
U349,34,Male,4.1,8.0,4.0,5.0,4.0,LinkedIn,10.0
U350,47,Male,6.0,6.0,7.0,3.0,2.0,Instagram,8.0
U351,16,Other,7.3,5.0,9.0,0.0,2.0,Instagram,8.0
U352,20,Female,5.0,6.0,5.0,3.0,3.0,YouTube,9.0
U353,19,Female,6.1,6.0,8.0,3.0,3.0,X (Twitter),9.0
U354,31,Male,8.1,5.0,9.0,2.0,2.0,Instagram,6.0
U355,39,Female,6.5,5.0,5.0,5.0,0.0,Instagram,10.0
U356,31,Male,6.1,6.0,6.0,2.0,2.0,X (Twitter),8.0
U357,17,Female,2.5,9.0,4.0,5.0,4.0,YouTube,10.0
U358,43,Male,3.8,8.0,5.0,4.0,1.0,LinkedIn,10.0
U359,47,Male,7.4,6.0,7.0,5.0,2.0,LinkedIn,7.0
U360,42,Male,6.5,5.0,7.0,1.0,2.0,Instagram,8.0
U361,35,Female,6.8,4.0,9.0,3.0,0.0,X (Twitter),7.0
U362,39,Female,6.6,6.0,7.0,3.0,1.0,Instagram,7.0
U363,27,Male,7.8,5.0,8.0,0.0,4.0,TikTok,6.0
U364,48,Female,5.0,8.0,6.0,5.0,0.0,LinkedIn,10.0
U365,48,Male,5.7,7.0,7.0,1.0,3.0,Facebook,9.0
U366,27,Female,3.6,8.0,5.0,2.0,1.0,TikTok,10.0
U367,18,Male,3.2,9.0,5.0,1.0,3.0,Instagram,10.0
U368,16,Male,2.5,8.0,4.0,4.0,4.0,YouTube,10.0
U369,48,Female,3.9,6.0,5.0,0.0,2.0,LinkedIn,10.0
U370,25,Male,8.3,5.0,8.0,4.0,2.0,Facebook,7.0
U371,44,Male,2.7,9.0,5.0,5.0,1.0,TikTok,10.0
U372,28,Female,5.0,7.0,5.0,4.0,0.0,LinkedIn,9.0
U373,27,Other,3.2,9.0,6.0,4.0,5.0,X (Twitter),10.0
U374,46,Male,4.4,7.0,7.0,5.0,1.0,YouTube,8.0
U375,17,Male,5.8,6.0,7.0,1.0,5.0,TikTok,9.0
U376,38,Female,4.2,8.0,5.0,6.0,1.0,X (Twitter),10.0
U377,32,Male,7.5,4.0,7.0,2.0,3.0,Instagram,6.0
U378,41,Male,8.3,4.0,10.0,3.0,1.0,X (Twitter),6.0
U379,23,Male,1.5,9.0,3.0,2.0,3.0,TikTok,10.0
U380,44,Female,4.3,8.0,7.0,4.0,2.0,TikTok,10.0
U381,41,Female,5.6,6.0,7.0,2.0,2.0,Instagram,9.0
U382,25,Male,7.5,4.0,8.0,3.0,3.0,X (Twitter),7.0
U383,41,Male,4.7,6.0,6.0,1.0,2.0,X (Twitter),9.0
U384,49,Male,5.5,7.0,5.0,5.0,0.0,Instagram,10.0
U385,22,Female,3.4,8.0,6.0,4.0,4.0,X (Twitter),10.0
U386,19,Male,2.7,8.0,5.0,2.0,1.0,LinkedIn,9.0
U387,26,Male,8.1,5.0,7.0,2.0,3.0,Instagram,7.0
U388,44,Female,2.2,9.0,4.0,4.0,4.0,YouTube,10.0
U389,40,Male,9.7,4.0,10.0,2.0,2.0,TikTok,6.0
U390,36,Female,6.8,5.0,8.0,3.0,4.0,YouTube,8.0
U391,25,Male,6.7,7.0,7.0,5.0,3.0,LinkedIn,8.0
U392,24,Male,6.5,7.0,6.0,1.0,1.0,LinkedIn,7.0
U393,39,Male,5.0,5.0,6.0,4.0,5.0,Facebook,8.0
U394,33,Female,6.2,6.0,7.0,4.0,1.0,Facebook,9.0
U395,47,Female,5.2,7.0,7.0,3.0,2.0,Facebook,9.0
U396,39,Female,6.5,5.0,7.0,2.0,2.0,Instagram,8.0
U397,38,Male,5.4,8.0,9.0,5.0,3.0,X (Twitter),8.0
U398,47,Female,3.8,8.0,4.0,2.0,4.0,LinkedIn,10.0
U399,27,Male,3.9,7.0,5.0,0.0,4.0,YouTube,10.0
U400,28,Male,3.7,8.0,5.0,4.0,3.0,YouTube,10.0
U401,38,Female,7.2,5.0,8.0,1.0,2.0,YouTube,9.0
U402,40,Male,4.4,7.0,5.0,4.0,0.0,YouTube,10.0
U403,45,Male,2.1,10.0,5.0,6.0,1.0,Facebook,10.0
U404,32,Male,6.2,6.0,8.0,4.0,5.0,YouTube,7.0
U405,35,Male,8.2,4.0,9.0,5.0,0.0,X (Twitter),6.0
U406,40,Male,6.9,3.0,8.0,7.0,1.0,Facebook,6.0
U407,37,Female,4.4,7.0,6.0,5.0,4.0,YouTube,10.0
U408,28,Male,2.6,10.0,3.0,4.0,3.0,Instagram,10.0
U409,34,Female,5.3,6.0,6.0,6.0,4.0,TikTok,8.0
U410,27,Female,5.2,4.0,7.0,7.0,3.0,TikTok,9.0
U411,34,Male,3.8,7.0,6.0,7.0,5.0,TikTok,10.0
U412,27,Male,6.5,7.0,7.0,2.0,3.0,Facebook,10.0
U413,24,Male,8.8,5.0,9.0,0.0,3.0,YouTube,6.0
U414,22,Female,5.9,5.0,6.0,2.0,1.0,LinkedIn,9.0
U415,43,Male,5.8,6.0,7.0,4.0,3.0,LinkedIn,9.0
U416,29,Female,3.8,7.0,6.0,3.0,2.0,LinkedIn,8.0
U417,46,Male,8.0,4.0,8.0,3.0,2.0,Facebook,9.0
U418,34,Female,5.4,4.0,5.0,4.0,4.0,X (Twitter),10.0
U419,31,Male,4.5,8.0,5.0,0.0,4.0,Instagram,10.0
U420,20,Male,5.6,8.0,8.0,3.0,5.0,Instagram,8.0
U421,27,Other,6.3,4.0,9.0,5.0,5.0,TikTok,6.0
U422,40,Female,5.8,7.0,8.0,4.0,4.0,TikTok,8.0
U423,36,Male,7.7,5.0,8.0,4.0,0.0,LinkedIn,8.0
U424,38,Female,6.2,7.0,6.0,6.0,5.0,LinkedIn,10.0
U425,31,Female,5.0,7.0,6.0,3.0,4.0,TikTok,10.0
U426,29,Female,6.2,6.0,9.0,2.0,1.0,YouTube,8.0
U427,46,Female,6.4,6.0,8.0,5.0,4.0,X (Twitter),8.0
U428,20,Male,3.2,7.0,5.0,5.0,1.0,X (Twitter),9.0
U429,38,Male,7.6,6.0,9.0,4.0,3.0,X (Twitter),8.0
U430,44,Male,5.0,6.0,5.0,3.0,1.0,X (Twitter),10.0
U431,26,Female,5.0,6.0,6.0,3.0,1.0,TikTok,10.0
U432,33,Female,6.9,6.0,7.0,0.0,4.0,Instagram,7.0
U433,27,Male,6.8,5.0,8.0,5.0,4.0,TikTok,7.0
U434,24,Male,4.2,8.0,7.0,5.0,3.0,X (Twitter),7.0
U435,25,Female,6.9,7.0,7.0,0.0,2.0,TikTok,9.0
U436,32,Other,4.5,8.0,5.0,5.0,0.0,X (Twitter),10.0
U437,22,Female,8.8,2.0,9.0,4.0,2.0,Facebook,7.0
U438,28,Male,4.0,7.0,5.0,1.0,3.0,LinkedIn,9.0
U439,24,Male,5.9,7.0,6.0,1.0,2.0,Instagram,8.0
U440,42,Male,4.1,6.0,6.0,4.0,2.0,Facebook,9.0
U441,17,Female,9.5,4.0,9.0,2.0,2.0,YouTube,4.0
U442,20,Male,3.3,8.0,4.0,7.0,2.0,TikTok,10.0
U443,44,Female,6.4,5.0,6.0,5.0,3.0,YouTube,6.0
U444,34,Male,4.2,8.0,4.0,4.0,2.0,TikTok,10.0
U445,23,Female,4.9,7.0,7.0,4.0,5.0,LinkedIn,7.0
U446,16,Female,6.3,6.0,7.0,6.0,0.0,Facebook,8.0
U447,37,Female,7.7,4.0,8.0,5.0,2.0,LinkedIn,8.0
U448,32,Male,8.4,5.0,9.0,4.0,1.0,X (Twitter),7.0
U449,22,Male,2.7,6.0,6.0,1.0,3.0,LinkedIn,8.0
U450,40,Male,6.0,4.0,6.0,9.0,3.0,LinkedIn,8.0
U451,19,Female,8.1,5.0,9.0,1.0,5.0,X (Twitter),7.0
U452,21,Female,2.5,9.0,3.0,2.0,5.0,TikTok,10.0
U453,46,Female,6.1,6.0,8.0,0.0,1.0,X (Twitter),6.0
U454,34,Female,5.5,6.0,5.0,4.0,3.0,Facebook,10.0
U455,42,Female,6.2,6.0,6.0,3.0,3.0,LinkedIn,6.0
U456,25,Male,4.1,6.0,5.0,5.0,1.0,X (Twitter),9.0
U457,41,Female,2.9,8.0,3.0,0.0,3.0,LinkedIn,10.0
U458,34,Male,2.1,9.0,4.0,5.0,2.0,Facebook,10.0
U459,18,Male,7.3,5.0,8.0,1.0,1.0,YouTube,7.0
U460,28,Female,7.5,6.0,8.0,3.0,2.0,Facebook,6.0
U461,43,Male,6.0,6.0,5.0,5.0,1.0,Instagram,9.0
U462,35,Male,4.5,7.0,8.0,4.0,4.0,Instagram,8.0
U463,43,Female,2.6,9.0,5.0,4.0,5.0,Instagram,10.0
U464,23,Male,6.5,5.0,10.0,5.0,3.0,LinkedIn,5.0
U465,16,Female,3.5,8.0,5.0,4.0,3.0,TikTok,10.0
U466,18,Male,4.2,7.0,7.0,2.0,3.0,TikTok,10.0
U467,28,Male,4.4,7.0,7.0,3.0,4.0,TikTok,8.0
U468,43,Male,5.1,6.0,6.0,3.0,4.0,LinkedIn,9.0
U469,40,Male,4.1,6.0,7.0,1.0,2.0,Facebook,10.0
U470,48,Female,5.6,6.0,6.0,5.0,3.0,TikTok,8.0
U471,21,Male,4.4,5.0,6.0,4.0,3.0,YouTube,7.0
U472,47,Female,6.8,5.0,4.0,3.0,1.0,Instagram,10.0
U473,36,Female,7.4,3.0,8.0,5.0,4.0,Facebook,5.0
U474,31,Female,5.7,7.0,5.0,3.0,5.0,Instagram,10.0
U475,36,Female,6.3,7.0,7.0,3.0,4.0,TikTok,8.0
U476,26,Female,9.3,3.0,8.0,2.0,1.0,Facebook,6.0
U477,34,Male,3.4,8.0,5.0,4.0,0.0,X (Twitter),10.0
U478,35,Male,3.3,9.0,6.0,4.0,4.0,YouTube,10.0
U479,33,Male,6.8,6.0,8.0,2.0,1.0,TikTok,9.0
U480,29,Female,9.0,4.0,10.0,3.0,3.0,TikTok,4.0
U481,30,Male,5.0,7.0,8.0,2.0,5.0,YouTube,7.0
U482,46,Female,8.6,4.0,8.0,2.0,2.0,YouTube,4.0
U483,16,Female,5.7,6.0,6.0,0.0,2.0,X (Twitter),8.0
U484,18,Male,4.3,7.0,7.0,3.0,3.0,TikTok,10.0
U485,31,Female,3.7,7.0,7.0,0.0,1.0,LinkedIn,9.0
U486,38,Male,6.6,6.0,8.0,2.0,1.0,TikTok,7.0
U487,26,Male,3.9,8.0,5.0,2.0,3.0,Instagram,10.0
U488,27,Female,5.6,7.0,7.0,5.0,2.0,Facebook,8.0
U489,25,Female,8.4,5.0,9.0,1.0,3.0,Facebook,7.0
U490,47,Female,4.9,7.0,7.0,1.0,7.0,Instagram,10.0
U491,31,Male,7.9,5.0,8.0,2.0,3.0,Facebook,6.0
U492,23,Male,3.3,10.0,4.0,2.0,1.0,YouTube,10.0
U493,27,Female,4.5,5.0,7.0,6.0,5.0,Facebook,9.0
U494,39,Female,3.0,7.0,2.0,1.0,0.0,Facebook,10.0
U495,43,Female,5.6,8.0,6.0,2.0,0.0,Instagram,10.0
U496,23,Male,6.9,5.0,7.0,4.0,2.0,X (Twitter),10.0
U497,43,Female,5.6,7.0,6.0,5.0,2.0,Facebook,9.0
U498,41,Male,7.7,5.0,7.0,2.0,2.0,LinkedIn,8.0
U499,23,Male,4.2,9.0,7.0,0.0,2.0,Facebook,9.0
U500,43,Female,5.9,5.0,8.0,3.0,3.0,X (Twitter),7.0
1 User_ID Age Gender Daily_Screen_Time(hrs) Sleep_Quality(1-10) Stress_Level(1-10) Days_Without_Social_Media Exercise_Frequency(week) Social_Media_Platform Happiness_Index(1-10)
2 U001 44 Male 3.1 7.0 6.0 2.0 5.0 Facebook 10.0
3 U002 30 Other 5.1 7.0 8.0 5.0 3.0 LinkedIn 10.0
4 U003 23 Other 7.4 6.0 7.0 1.0 3.0 YouTube 6.0
5 U004 36 Female 5.7 7.0 8.0 1.0 1.0 TikTok 8.0
6 U005 34 Female 7.0 4.0 7.0 5.0 1.0 X (Twitter) 8.0
7 U006 38 Male 6.6 5.0 7.0 4.0 3.0 LinkedIn 8.0
8 U007 26 Female 7.8 4.0 8.0 2.0 0.0 TikTok 7.0
9 U008 26 Female 7.4 5.0 6.0 1.0 4.0 Instagram 7.0
10 U009 39 Male 4.7 7.0 7.0 6.0 1.0 YouTube 9.0
11 U010 39 Female 6.6 6.0 8.0 0.0 2.0 Facebook 7.0
12 U011 18 Female 2.8 7.0 6.0 2.0 0.0 Instagram 7.0
13 U012 37 Other 5.4 5.0 7.0 3.0 2.0 Instagram 9.0
14 U013 17 Female 7.0 7.0 10.0 7.0 1.0 YouTube 8.0
15 U014 39 Female 5.7 5.0 7.0 4.0 0.0 Facebook 8.0
16 U015 45 Male 6.3 7.0 7.0 4.0 3.0 X (Twitter) 9.0
17 U016 17 Female 5.1 7.0 6.0 2.0 5.0 LinkedIn 10.0
18 U017 36 Female 7.5 5.0 8.0 4.0 4.0 Facebook 7.0
19 U018 48 Male 5.4 6.0 4.0 3.0 4.0 TikTok 10.0
20 U019 27 Male 4.7 6.0 6.0 0.0 2.0 Instagram 9.0
21 U020 37 Male 7.1 6.0 6.0 5.0 4.0 TikTok 10.0
22 U021 40 Female 3.0 8.0 5.0 5.0 4.0 X (Twitter) 10.0
23 U022 42 Other 6.4 7.0 6.0 5.0 3.0 TikTok 10.0
24 U023 43 Male 3.6 8.0 5.0 3.0 1.0 Facebook 9.0
25 U024 31 Female 7.8 5.0 8.0 1.0 2.0 TikTok 7.0
26 U025 30 Male 5.0 6.0 6.0 0.0 5.0 X (Twitter) 8.0
27 U026 18 Other 5.7 6.0 7.0 3.0 2.0 X (Twitter) 8.0
28 U027 22 Female 6.2 5.0 8.0 5.0 0.0 X (Twitter) 6.0
29 U028 36 Female 2.0 8.0 4.0 5.0 0.0 Facebook 10.0
30 U029 24 Male 4.3 6.0 6.0 5.0 2.0 X (Twitter) 10.0
31 U030 33 Male 7.4 6.0 10.0 3.0 4.0 Instagram 8.0
32 U031 19 Male 7.1 5.0 8.0 5.0 2.0 X (Twitter) 9.0
33 U032 40 Male 6.0 6.0 7.0 5.0 4.0 TikTok 7.0
34 U033 29 Female 3.1 8.0 4.0 2.0 2.0 LinkedIn 10.0
35 U034 24 Female 6.6 6.0 7.0 4.0 0.0 TikTok 7.0
36 U035 41 Other 6.8 8.0 7.0 2.0 2.0 LinkedIn 9.0
37 U036 17 Other 5.6 6.0 7.0 4.0 3.0 TikTok 7.0
38 U037 35 Female 7.7 4.0 8.0 0.0 3.0 Facebook 8.0
39 U038 43 Female 4.3 8.0 4.0 1.0 1.0 TikTok 10.0
40 U039 22 Other 4.6 4.0 6.0 5.0 2.0 Facebook 9.0
41 U040 23 Female 1.0 9.0 5.0 5.0 7.0 Facebook 10.0
42 U041 29 Male 7.2 5.0 7.0 4.0 1.0 X (Twitter) 10.0
43 U042 32 Male 6.1 5.0 6.0 3.0 3.0 Instagram 7.0
44 U043 19 Male 2.5 9.0 3.0 0.0 0.0 LinkedIn 10.0
45 U044 17 Other 2.3 9.0 3.0 3.0 4.0 X (Twitter) 10.0
46 U045 21 Female 3.9 6.0 6.0 4.0 1.0 X (Twitter) 8.0
47 U046 19 Male 6.9 5.0 7.0 2.0 3.0 Facebook 9.0
48 U047 44 Female 5.0 4.0 7.0 2.0 1.0 Facebook 8.0
49 U048 33 Female 4.1 8.0 7.0 6.0 3.0 LinkedIn 9.0
50 U049 41 Male 3.7 8.0 6.0 3.0 1.0 TikTok 9.0
51 U050 49 Male 3.6 7.0 5.0 4.0 1.0 TikTok 9.0
52 U051 25 Female 2.0 9.0 4.0 5.0 3.0 X (Twitter) 10.0
53 U052 29 Female 3.3 7.0 5.0 1.0 2.0 YouTube 10.0
54 U053 46 Female 3.6 7.0 5.0 3.0 3.0 YouTube 10.0
55 U054 30 Female 6.7 6.0 8.0 6.0 2.0 TikTok 7.0
56 U055 23 Female 5.2 6.0 6.0 7.0 3.0 YouTube 8.0
57 U056 29 Female 4.0 7.0 3.0 3.0 3.0 TikTok 10.0
58 U057 38 Female 9.7 3.0 9.0 3.0 2.0 Facebook 4.0
59 U058 36 Female 4.3 7.0 6.0 4.0 1.0 X (Twitter) 9.0
60 U059 31 Male 7.6 5.0 10.0 3.0 2.0 Instagram 6.0
61 U060 33 Male 8.4 4.0 8.0 6.0 4.0 X (Twitter) 7.0
62 U061 39 Male 2.7 9.0 5.0 1.0 3.0 TikTok 10.0
63 U062 41 Female 5.6 6.0 7.0 2.0 1.0 TikTok 9.0
64 U063 40 Female 4.6 7.0 7.0 1.0 3.0 X (Twitter) 10.0
65 U064 44 Female 4.4 6.0 7.0 1.0 3.0 LinkedIn 9.0
66 U065 30 Male 6.5 4.0 9.0 4.0 3.0 TikTok 5.0
67 U066 16 Male 4.4 8.0 4.0 5.0 1.0 YouTube 10.0
68 U067 40 Male 4.6 7.0 6.0 2.0 1.0 YouTube 10.0
69 U068 22 Male 5.2 9.0 7.0 5.0 1.0 TikTok 10.0
70 U069 24 Female 4.8 6.0 7.0 5.0 2.0 TikTok 7.0
71 U070 39 Male 3.4 8.0 6.0 7.0 3.0 LinkedIn 10.0
72 U071 16 Male 6.9 5.0 8.0 3.0 3.0 YouTube 5.0
73 U072 23 Female 7.4 6.0 7.0 2.0 3.0 TikTok 8.0
74 U073 39 Male 6.1 5.0 5.0 1.0 5.0 TikTok 10.0
75 U074 26 Female 4.8 6.0 6.0 1.0 4.0 LinkedIn 8.0
76 U075 32 Female 4.2 8.0 8.0 5.0 2.0 LinkedIn 8.0
77 U076 23 Male 4.2 7.0 5.0 0.0 1.0 X (Twitter) 10.0
78 U077 48 Female 9.7 4.0 8.0 5.0 1.0 LinkedIn 5.0
79 U078 20 Female 7.2 6.0 9.0 1.0 2.0 Instagram 6.0
80 U079 43 Other 4.0 7.0 7.0 2.0 4.0 YouTube 9.0
81 U080 22 Male 5.8 6.0 8.0 3.0 2.0 X (Twitter) 7.0
82 U081 24 Female 4.8 6.0 7.0 2.0 2.0 Instagram 8.0
83 U082 23 Female 6.6 6.0 8.0 5.0 1.0 TikTok 8.0
84 U083 27 Male 6.5 7.0 9.0 7.0 2.0 TikTok 8.0
85 U084 49 Male 7.5 4.0 7.0 2.0 4.0 X (Twitter) 8.0
86 U085 48 Other 4.0 7.0 5.0 2.0 5.0 LinkedIn 10.0
87 U086 38 Female 5.7 5.0 6.0 3.0 2.0 TikTok 9.0
88 U087 39 Male 2.4 7.0 4.0 4.0 2.0 Facebook 10.0
89 U088 37 Female 3.2 8.0 7.0 3.0 1.0 X (Twitter) 10.0
90 U089 42 Male 7.1 3.0 8.0 6.0 5.0 Instagram 6.0
91 U090 16 Male 3.8 10.0 6.0 5.0 0.0 X (Twitter) 10.0
92 U091 29 Male 4.0 6.0 4.0 1.0 4.0 YouTube 9.0
93 U092 18 Male 5.5 6.0 6.0 4.0 2.0 LinkedIn 9.0
94 U093 16 Male 6.8 7.0 6.0 6.0 2.0 LinkedIn 9.0
95 U094 20 Male 3.6 7.0 7.0 2.0 1.0 X (Twitter) 8.0
96 U095 41 Female 1.0 7.0 5.0 2.0 6.0 TikTok 10.0
97 U096 29 Male 3.9 7.0 6.0 2.0 3.0 TikTok 10.0
98 U097 42 Male 7.7 4.0 7.0 2.0 3.0 Facebook 8.0
99 U098 24 Female 6.1 4.0 9.0 0.0 4.0 Facebook 6.0
100 U099 30 Female 7.9 5.0 8.0 0.0 2.0 LinkedIn 8.0
101 U100 30 Female 3.5 8.0 4.0 3.0 3.0 Facebook 10.0
102 U101 41 Male 2.5 9.0 4.0 6.0 3.0 Instagram 10.0
103 U102 28 Male 6.3 5.0 7.0 2.0 2.0 Facebook 7.0
104 U103 47 Male 5.9 4.0 7.0 2.0 4.0 Instagram 7.0
105 U104 47 Male 6.0 6.0 7.0 6.0 2.0 Facebook 9.0
106 U105 19 Male 7.2 5.0 6.0 1.0 0.0 LinkedIn 9.0
107 U106 45 Male 6.3 7.0 8.0 0.0 2.0 LinkedIn 6.0
108 U107 38 Male 6.2 7.0 7.0 1.0 3.0 Instagram 9.0
109 U108 30 Male 6.8 7.0 7.0 2.0 1.0 X (Twitter) 10.0
110 U109 44 Male 6.4 6.0 8.0 0.0 1.0 LinkedIn 7.0
111 U110 28 Male 7.0 6.0 6.0 3.0 2.0 X (Twitter) 8.0
112 U111 47 Male 7.3 4.0 6.0 5.0 4.0 TikTok 8.0
113 U112 22 Female 8.3 5.0 10.0 0.0 2.0 Instagram 6.0
114 U113 37 Female 4.3 6.0 8.0 3.0 5.0 LinkedIn 9.0
115 U114 43 Male 6.4 6.0 7.0 4.0 2.0 YouTube 7.0
116 U115 17 Female 4.8 7.0 6.0 3.0 3.0 TikTok 10.0
117 U116 21 Female 4.0 9.0 5.0 3.0 2.0 X (Twitter) 10.0
118 U117 43 Male 4.3 7.0 6.0 3.0 4.0 LinkedIn 9.0
119 U118 43 Female 6.4 6.0 7.0 1.0 1.0 Instagram 9.0
120 U119 35 Female 6.3 6.0 7.0 6.0 4.0 Facebook 9.0
121 U120 45 Male 6.2 5.0 8.0 5.0 3.0 YouTube 8.0
122 U121 26 Male 5.1 6.0 5.0 5.0 2.0 X (Twitter) 9.0
123 U122 43 Female 5.5 8.0 6.0 5.0 2.0 TikTok 10.0
124 U123 40 Female 7.0 4.0 6.0 0.0 5.0 Instagram 8.0
125 U124 48 Male 2.8 7.0 5.0 5.0 3.0 YouTube 10.0
126 U125 16 Male 5.5 7.0 7.0 4.0 1.0 Instagram 9.0
127 U126 42 Male 5.7 7.0 7.0 0.0 1.0 LinkedIn 9.0
128 U127 28 Female 6.9 5.0 8.0 3.0 3.0 Facebook 8.0
129 U128 18 Female 3.1 7.0 6.0 4.0 3.0 TikTok 9.0
130 U129 21 Male 8.2 5.0 7.0 6.0 4.0 Instagram 7.0
131 U130 23 Male 5.9 5.0 5.0 4.0 0.0 X (Twitter) 9.0
132 U131 42 Female 6.0 5.0 8.0 1.0 1.0 LinkedIn 7.0
133 U132 24 Male 4.8 8.0 4.0 6.0 4.0 LinkedIn 10.0
134 U133 48 Male 6.5 6.0 8.0 3.0 3.0 TikTok 8.0
135 U134 39 Female 5.6 8.0 6.0 2.0 3.0 LinkedIn 9.0
136 U135 30 Female 7.7 4.0 10.0 2.0 1.0 X (Twitter) 8.0
137 U136 47 Female 2.9 8.0 5.0 0.0 1.0 Instagram 10.0
138 U137 47 Female 5.8 6.0 7.0 3.0 4.0 TikTok 10.0
139 U138 39 Male 6.2 5.0 8.0 4.0 4.0 LinkedIn 7.0
140 U139 27 Male 5.2 7.0 5.0 2.0 1.0 LinkedIn 10.0
141 U140 17 Female 4.8 8.0 5.0 4.0 1.0 X (Twitter) 10.0
142 U141 18 Male 4.8 6.0 5.0 1.0 2.0 Facebook 10.0
143 U142 32 Male 5.8 6.0 6.0 3.0 1.0 Facebook 10.0
144 U143 17 Male 2.2 10.0 5.0 4.0 1.0 LinkedIn 10.0
145 U144 17 Male 7.2 7.0 8.0 3.0 1.0 Instagram 8.0
146 U145 43 Male 4.6 8.0 7.0 0.0 2.0 TikTok 9.0
147 U146 38 Male 5.7 7.0 5.0 2.0 1.0 LinkedIn 10.0
148 U147 47 Male 6.2 5.0 7.0 6.0 1.0 YouTube 9.0
149 U148 48 Male 4.6 7.0 5.0 2.0 3.0 TikTok 10.0
150 U149 16 Female 5.3 7.0 6.0 3.0 2.0 Facebook 10.0
151 U150 34 Female 1.8 9.0 7.0 3.0 3.0 LinkedIn 10.0
152 U151 17 Female 6.8 5.0 8.0 6.0 0.0 X (Twitter) 6.0
153 U152 41 Female 7.4 4.0 9.0 6.0 3.0 YouTube 5.0
154 U153 47 Female 2.4 7.0 7.0 5.0 6.0 LinkedIn 9.0
155 U154 21 Male 4.8 5.0 7.0 1.0 2.0 Instagram 8.0
156 U155 47 Female 3.3 8.0 5.0 4.0 4.0 YouTube 10.0
157 U156 19 Female 5.2 7.0 5.0 4.0 4.0 LinkedIn 10.0
158 U157 26 Female 6.7 5.0 7.0 2.0 4.0 Instagram 8.0
159 U158 32 Male 7.3 5.0 7.0 1.0 3.0 YouTube 8.0
160 U159 39 Male 7.5 5.0 6.0 6.0 3.0 Instagram 7.0
161 U160 20 Male 7.9 5.0 9.0 2.0 4.0 Instagram 5.0
162 U161 49 Male 5.1 5.0 7.0 6.0 3.0 YouTube 8.0
163 U162 21 Female 3.4 9.0 7.0 5.0 1.0 YouTube 8.0
164 U163 37 Female 5.3 7.0 6.0 4.0 0.0 Instagram 10.0
165 U164 26 Male 6.6 6.0 8.0 4.0 0.0 Facebook 8.0
166 U165 31 Other 3.3 9.0 5.0 0.0 2.0 YouTube 10.0
167 U166 48 Female 8.5 4.0 10.0 3.0 3.0 LinkedIn 8.0
168 U167 24 Male 7.1 6.0 8.0 6.0 1.0 TikTok 7.0
169 U168 21 Male 5.1 6.0 5.0 4.0 4.0 X (Twitter) 10.0
170 U169 31 Male 4.2 8.0 6.0 3.0 2.0 Instagram 10.0
171 U170 44 Male 4.3 8.0 6.0 6.0 2.0 Instagram 10.0
172 U171 18 Male 5.6 5.0 7.0 3.0 1.0 X (Twitter) 6.0
173 U172 35 Male 5.1 7.0 7.0 2.0 0.0 Facebook 7.0
174 U173 34 Male 7.2 6.0 6.0 3.0 3.0 X (Twitter) 8.0
175 U174 41 Male 4.9 7.0 5.0 5.0 5.0 YouTube 10.0
176 U175 18 Female 6.4 6.0 8.0 0.0 2.0 X (Twitter) 8.0
177 U176 34 Male 5.4 6.0 6.0 4.0 0.0 Instagram 10.0
178 U177 35 Female 6.0 7.0 7.0 5.0 4.0 X (Twitter) 8.0
179 U178 47 Male 5.1 7.0 4.0 2.0 0.0 TikTok 9.0
180 U179 22 Other 6.8 5.0 10.0 5.0 1.0 LinkedIn 7.0
181 U180 48 Male 6.8 4.0 7.0 4.0 2.0 YouTube 7.0
182 U181 33 Male 6.3 6.0 8.0 7.0 3.0 X (Twitter) 6.0
183 U182 16 Other 6.6 6.0 7.0 1.0 1.0 Instagram 8.0
184 U183 26 Female 3.8 10.0 6.0 5.0 2.0 LinkedIn 10.0
185 U184 43 Female 6.1 7.0 9.0 1.0 4.0 YouTube 7.0
186 U185 40 Male 7.7 3.0 9.0 0.0 4.0 Instagram 5.0
187 U186 38 Male 6.4 6.0 7.0 0.0 4.0 Facebook 8.0
188 U187 46 Female 3.6 9.0 5.0 4.0 5.0 TikTok 10.0
189 U188 45 Female 5.4 7.0 8.0 3.0 4.0 Facebook 7.0
190 U189 22 Female 6.2 6.0 9.0 2.0 2.0 TikTok 6.0
191 U190 31 Female 4.1 8.0 6.0 0.0 4.0 X (Twitter) 10.0
192 U191 41 Male 3.1 7.0 7.0 2.0 3.0 YouTube 9.0
193 U192 17 Female 4.9 7.0 6.0 3.0 3.0 X (Twitter) 10.0
194 U193 16 Male 4.2 7.0 7.0 5.0 3.0 TikTok 8.0
195 U194 27 Male 5.5 6.0 8.0 3.0 1.0 TikTok 7.0
196 U195 20 Male 2.6 9.0 4.0 4.0 1.0 TikTok 10.0
197 U196 47 Female 6.5 5.0 7.0 2.0 2.0 LinkedIn 8.0
198 U197 24 Male 4.4 8.0 7.0 6.0 3.0 Instagram 10.0
199 U198 34 Male 7.3 5.0 7.0 1.0 1.0 YouTube 6.0
200 U199 31 Female 5.0 7.0 5.0 2.0 3.0 X (Twitter) 10.0
201 U200 18 Male 5.5 5.0 6.0 2.0 6.0 X (Twitter) 9.0
202 U201 35 Female 5.2 7.0 6.0 4.0 0.0 Facebook 10.0
203 U202 39 Male 4.3 9.0 7.0 1.0 3.0 TikTok 9.0
204 U203 48 Female 10.0 3.0 10.0 3.0 2.0 TikTok 4.0
205 U204 39 Female 4.6 6.0 7.0 3.0 3.0 TikTok 6.0
206 U205 26 Male 7.3 5.0 8.0 2.0 2.0 X (Twitter) 7.0
207 U206 23 Male 3.5 9.0 5.0 4.0 2.0 Facebook 10.0
208 U207 35 Male 6.2 4.0 8.0 1.0 3.0 Instagram 7.0
209 U208 40 Male 6.4 5.0 8.0 1.0 2.0 LinkedIn 7.0
210 U209 40 Other 5.5 6.0 7.0 3.0 0.0 YouTube 9.0
211 U210 44 Male 4.5 6.0 6.0 0.0 2.0 Instagram 9.0
212 U211 33 Female 5.0 6.0 6.0 0.0 0.0 X (Twitter) 8.0
213 U212 33 Male 4.8 5.0 6.0 4.0 3.0 LinkedIn 9.0
214 U213 17 Female 9.8 4.0 9.0 5.0 0.0 LinkedIn 6.0
215 U214 31 Female 5.5 7.0 7.0 2.0 4.0 LinkedIn 9.0
216 U215 48 Female 6.4 4.0 6.0 2.0 3.0 TikTok 7.0
217 U216 19 Female 8.7 6.0 7.0 5.0 3.0 YouTube 10.0
218 U217 48 Male 3.9 9.0 5.0 1.0 0.0 X (Twitter) 10.0
219 U218 29 Male 5.6 6.0 6.0 0.0 2.0 X (Twitter) 8.0
220 U219 36 Female 5.0 8.0 6.0 4.0 4.0 LinkedIn 10.0
221 U220 35 Female 5.3 6.0 6.0 3.0 2.0 X (Twitter) 9.0
222 U221 23 Other 5.2 7.0 6.0 5.0 1.0 YouTube 9.0
223 U222 22 Male 4.2 6.0 6.0 0.0 2.0 YouTube 8.0
224 U223 18 Female 5.9 8.0 6.0 0.0 2.0 Facebook 8.0
225 U224 32 Female 3.6 7.0 5.0 3.0 1.0 Facebook 10.0
226 U225 48 Male 7.3 5.0 9.0 4.0 4.0 Instagram 5.0
227 U226 27 Male 6.6 5.0 7.0 5.0 2.0 YouTube 7.0
228 U227 37 Female 4.6 9.0 6.0 3.0 2.0 YouTube 8.0
229 U228 37 Female 4.7 9.0 6.0 3.0 1.0 YouTube 10.0
230 U229 45 Female 6.0 8.0 7.0 2.0 3.0 Facebook 9.0
231 U230 23 Male 4.1 8.0 5.0 6.0 3.0 LinkedIn 10.0
232 U231 42 Female 8.8 4.0 8.0 1.0 1.0 LinkedIn 6.0
233 U232 42 Male 6.1 7.0 6.0 4.0 0.0 X (Twitter) 8.0
234 U233 49 Male 6.2 6.0 8.0 1.0 3.0 LinkedIn 8.0
235 U234 36 Male 6.7 7.0 7.0 4.0 2.0 TikTok 8.0
236 U235 45 Female 4.5 8.0 6.0 1.0 3.0 Facebook 10.0
237 U236 48 Female 7.5 4.0 9.0 4.0 5.0 YouTube 5.0
238 U237 43 Female 5.7 7.0 7.0 3.0 2.0 LinkedIn 9.0
239 U238 48 Male 7.2 6.0 8.0 6.0 2.0 Facebook 9.0
240 U239 20 Female 5.1 4.0 5.0 2.0 1.0 LinkedIn 9.0
241 U240 34 Male 7.9 6.0 8.0 4.0 2.0 Instagram 7.0
242 U241 19 Female 6.2 5.0 7.0 1.0 3.0 YouTube 8.0
243 U242 32 Male 9.4 3.0 9.0 2.0 3.0 Instagram 5.0
244 U243 43 Male 4.8 6.0 5.0 3.0 5.0 YouTube 10.0
245 U244 45 Male 5.9 6.0 8.0 0.0 3.0 Facebook 7.0
246 U245 44 Male 3.6 8.0 5.0 0.0 2.0 X (Twitter) 10.0
247 U246 21 Female 4.5 6.0 6.0 4.0 1.0 LinkedIn 9.0
248 U247 39 Female 6.6 6.0 7.0 3.0 3.0 LinkedIn 7.0
249 U248 44 Male 7.5 6.0 9.0 2.0 1.0 TikTok 6.0
250 U249 46 Female 10.8 5.0 10.0 2.0 3.0 Instagram 4.0
251 U250 48 Male 5.3 5.0 5.0 2.0 3.0 LinkedIn 8.0
252 U251 36 Female 3.8 7.0 5.0 3.0 2.0 Facebook 9.0
253 U252 47 Female 6.9 6.0 8.0 4.0 2.0 X (Twitter) 8.0
254 U253 38 Female 3.5 9.0 4.0 0.0 0.0 Facebook 10.0
255 U254 48 Male 6.5 5.0 8.0 6.0 4.0 Instagram 8.0
256 U255 18 Female 4.6 8.0 7.0 6.0 3.0 TikTok 9.0
257 U256 33 Female 5.9 4.0 7.0 0.0 3.0 LinkedIn 5.0
258 U257 40 Male 7.5 4.0 8.0 5.0 0.0 Facebook 7.0
259 U258 46 Male 5.3 7.0 8.0 5.0 5.0 YouTube 9.0
260 U259 18 Female 7.2 4.0 7.0 3.0 2.0 X (Twitter) 6.0
261 U260 39 Female 7.1 4.0 8.0 0.0 2.0 Facebook 7.0
262 U261 47 Female 2.1 8.0 4.0 5.0 1.0 X (Twitter) 10.0
263 U262 37 Female 3.9 8.0 6.0 3.0 0.0 LinkedIn 10.0
264 U263 38 Female 2.7 6.0 3.0 4.0 4.0 YouTube 10.0
265 U264 17 Male 9.1 4.0 9.0 7.0 4.0 TikTok 4.0
266 U265 42 Male 5.3 7.0 7.0 4.0 2.0 TikTok 8.0
267 U266 17 Male 8.7 4.0 8.0 1.0 1.0 YouTube 7.0
268 U267 41 Female 2.6 8.0 4.0 2.0 2.0 X (Twitter) 10.0
269 U268 32 Male 4.5 7.0 6.0 1.0 2.0 LinkedIn 8.0
270 U269 48 Female 6.9 5.0 9.0 4.0 1.0 Facebook 6.0
271 U270 24 Female 5.8 8.0 6.0 1.0 2.0 YouTube 10.0
272 U271 44 Female 6.5 5.0 6.0 2.0 3.0 Instagram 8.0
273 U272 41 Male 3.2 8.0 6.0 0.0 4.0 X (Twitter) 10.0
274 U273 40 Female 8.0 5.0 8.0 3.0 3.0 TikTok 6.0
275 U274 39 Male 6.9 5.0 7.0 3.0 0.0 YouTube 9.0
276 U275 28 Female 6.2 3.0 8.0 0.0 3.0 TikTok 5.0
277 U276 22 Male 4.3 7.0 5.0 4.0 2.0 X (Twitter) 10.0
278 U277 35 Male 6.1 7.0 8.0 3.0 5.0 TikTok 9.0
279 U278 16 Female 5.0 7.0 6.0 1.0 5.0 YouTube 10.0
280 U279 23 Male 2.5 9.0 5.0 7.0 5.0 X (Twitter) 10.0
281 U280 31 Male 5.4 5.0 8.0 5.0 2.0 Instagram 7.0
282 U281 29 Female 5.2 7.0 6.0 1.0 5.0 YouTube 10.0
283 U282 27 Female 7.4 4.0 9.0 5.0 3.0 Facebook 5.0
284 U283 38 Female 1.5 9.0 4.0 5.0 5.0 LinkedIn 10.0
285 U284 30 Female 5.9 6.0 9.0 3.0 2.0 YouTube 7.0
286 U285 43 Female 3.4 7.0 7.0 4.0 2.0 X (Twitter) 10.0
287 U286 49 Male 6.1 5.0 6.0 4.0 3.0 LinkedIn 9.0
288 U287 17 Male 6.2 6.0 8.0 0.0 3.0 YouTube 7.0
289 U288 47 Male 5.3 6.0 6.0 3.0 4.0 Instagram 9.0
290 U289 38 Female 7.0 4.0 8.0 3.0 2.0 Instagram 6.0
291 U290 37 Female 3.3 7.0 5.0 6.0 4.0 Facebook 9.0
292 U291 40 Male 7.5 5.0 7.0 4.0 4.0 TikTok 9.0
293 U292 37 Male 4.2 9.0 7.0 2.0 2.0 LinkedIn 8.0
294 U293 37 Other 2.7 8.0 5.0 3.0 3.0 X (Twitter) 10.0
295 U294 21 Male 5.0 7.0 6.0 5.0 2.0 X (Twitter) 10.0
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297 U296 48 Female 6.0 5.0 7.0 2.0 0.0 Instagram 7.0
298 U297 23 Female 5.0 5.0 7.0 2.0 4.0 Instagram 8.0
299 U298 20 Male 7.7 4.0 8.0 5.0 0.0 YouTube 5.0
300 U299 19 Female 6.7 6.0 5.0 4.0 2.0 Facebook 9.0
301 U300 21 Female 3.0 8.0 5.0 3.0 2.0 LinkedIn 10.0
302 U301 47 Female 4.0 8.0 4.0 3.0 5.0 Facebook 10.0
303 U302 45 Female 6.4 6.0 7.0 2.0 1.0 Facebook 7.0
304 U303 31 Female 7.0 5.0 6.0 3.0 4.0 YouTube 8.0
305 U304 28 Female 7.7 4.0 7.0 2.0 1.0 Facebook 7.0
306 U305 45 Male 7.7 6.0 9.0 2.0 5.0 TikTok 6.0
307 U306 34 Female 5.3 6.0 6.0 6.0 2.0 YouTube 10.0
308 U307 32 Female 6.2 5.0 7.0 1.0 3.0 TikTok 7.0
309 U308 34 Male 7.8 5.0 9.0 2.0 2.0 YouTube 6.0
310 U309 43 Female 5.0 5.0 6.0 0.0 4.0 Facebook 8.0
311 U310 41 Female 6.2 8.0 9.0 0.0 4.0 TikTok 7.0
312 U311 41 Female 4.9 7.0 6.0 3.0 3.0 TikTok 9.0
313 U312 38 Male 4.5 7.0 6.0 2.0 1.0 TikTok 9.0
314 U313 24 Male 5.6 5.0 8.0 7.0 1.0 YouTube 7.0
315 U314 27 Other 4.3 7.0 7.0 2.0 1.0 X (Twitter) 8.0
316 U315 16 Female 5.3 6.0 6.0 6.0 0.0 Facebook 9.0
317 U316 16 Male 3.6 7.0 5.0 5.0 4.0 TikTok 10.0
318 U317 49 Female 5.2 7.0 8.0 3.0 2.0 LinkedIn 8.0
319 U318 47 Female 6.3 5.0 8.0 7.0 2.0 X (Twitter) 8.0
320 U319 40 Female 4.4 8.0 7.0 4.0 5.0 LinkedIn 8.0
321 U320 16 Female 5.5 9.0 5.0 6.0 2.0 Facebook 10.0
322 U321 31 Male 5.8 6.0 8.0 6.0 1.0 Facebook 7.0
323 U322 20 Male 6.3 6.0 6.0 4.0 2.0 TikTok 8.0
324 U323 37 Male 5.3 7.0 7.0 5.0 1.0 TikTok 8.0
325 U324 44 Female 7.5 7.0 8.0 4.0 3.0 YouTube 9.0
326 U325 18 Male 1.7 9.0 3.0 1.0 2.0 X (Twitter) 10.0
327 U326 27 Male 10.8 2.0 9.0 3.0 2.0 X (Twitter) 5.0
328 U327 41 Male 3.9 6.0 4.0 5.0 2.0 TikTok 9.0
329 U328 31 Female 6.2 6.0 7.0 6.0 2.0 Facebook 8.0
330 U329 37 Female 3.8 7.0 4.0 2.0 3.0 TikTok 10.0
331 U330 44 Male 6.7 8.0 6.0 4.0 2.0 Facebook 10.0
332 U331 29 Male 6.0 8.0 7.0 3.0 2.0 Facebook 7.0
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334 U333 20 Male 7.4 4.0 9.0 4.0 2.0 Instagram 6.0
335 U334 45 Male 5.2 7.0 4.0 3.0 3.0 X (Twitter) 10.0
336 U335 20 Male 6.5 7.0 7.0 4.0 1.0 LinkedIn 7.0
337 U336 27 Male 3.8 8.0 6.0 6.0 4.0 Facebook 10.0
338 U337 31 Male 5.4 6.0 7.0 5.0 3.0 Facebook 8.0
339 U338 41 Female 9.1 4.0 9.0 4.0 2.0 Instagram 7.0
340 U339 41 Male 7.2 5.0 10.0 7.0 3.0 LinkedIn 7.0
341 U340 36 Female 6.1 7.0 7.0 5.0 2.0 YouTube 9.0
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344 U343 38 Female 5.9 7.0 7.0 1.0 1.0 Instagram 8.0
345 U344 25 Male 6.3 5.0 9.0 5.0 4.0 Facebook 8.0
346 U345 20 Female 3.6 6.0 5.0 2.0 2.0 X (Twitter) 10.0
347 U346 49 Male 6.7 6.0 8.0 1.0 4.0 Instagram 8.0
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349 U348 25 Male 8.4 5.0 8.0 2.0 3.0 TikTok 8.0
350 U349 34 Male 4.1 8.0 4.0 5.0 4.0 LinkedIn 10.0
351 U350 47 Male 6.0 6.0 7.0 3.0 2.0 Instagram 8.0
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353 U352 20 Female 5.0 6.0 5.0 3.0 3.0 YouTube 9.0
354 U353 19 Female 6.1 6.0 8.0 3.0 3.0 X (Twitter) 9.0
355 U354 31 Male 8.1 5.0 9.0 2.0 2.0 Instagram 6.0
356 U355 39 Female 6.5 5.0 5.0 5.0 0.0 Instagram 10.0
357 U356 31 Male 6.1 6.0 6.0 2.0 2.0 X (Twitter) 8.0
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363 U362 39 Female 6.6 6.0 7.0 3.0 1.0 Instagram 7.0
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365 U364 48 Female 5.0 8.0 6.0 5.0 0.0 LinkedIn 10.0
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368 U367 18 Male 3.2 9.0 5.0 1.0 3.0 Instagram 10.0
369 U368 16 Male 2.5 8.0 4.0 4.0 4.0 YouTube 10.0
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371 U370 25 Male 8.3 5.0 8.0 4.0 2.0 Facebook 7.0
372 U371 44 Male 2.7 9.0 5.0 5.0 1.0 TikTok 10.0
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375 U374 46 Male 4.4 7.0 7.0 5.0 1.0 YouTube 8.0
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378 U377 32 Male 7.5 4.0 7.0 2.0 3.0 Instagram 6.0
379 U378 41 Male 8.3 4.0 10.0 3.0 1.0 X (Twitter) 6.0
380 U379 23 Male 1.5 9.0 3.0 2.0 3.0 TikTok 10.0
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383 U382 25 Male 7.5 4.0 8.0 3.0 3.0 X (Twitter) 7.0
384 U383 41 Male 4.7 6.0 6.0 1.0 2.0 X (Twitter) 9.0
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387 U386 19 Male 2.7 8.0 5.0 2.0 1.0 LinkedIn 9.0
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390 U389 40 Male 9.7 4.0 10.0 2.0 2.0 TikTok 6.0
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393 U392 24 Male 6.5 7.0 6.0 1.0 1.0 LinkedIn 7.0
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398 U397 38 Male 5.4 8.0 9.0 5.0 3.0 X (Twitter) 8.0
399 U398 47 Female 3.8 8.0 4.0 2.0 4.0 LinkedIn 10.0
400 U399 27 Male 3.9 7.0 5.0 0.0 4.0 YouTube 10.0
401 U400 28 Male 3.7 8.0 5.0 4.0 3.0 YouTube 10.0
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407 U406 40 Male 6.9 3.0 8.0 7.0 1.0 Facebook 6.0
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413 U412 27 Male 6.5 7.0 7.0 2.0 3.0 Facebook 10.0
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420 U419 31 Male 4.5 8.0 5.0 0.0 4.0 Instagram 10.0
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440 U439 24 Male 5.9 7.0 6.0 1.0 2.0 Instagram 8.0
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471 U470 48 Female 5.6 6.0 6.0 5.0 3.0 TikTok 8.0
472 U471 21 Male 4.4 5.0 6.0 4.0 3.0 YouTube 7.0
473 U472 47 Female 6.8 5.0 4.0 3.0 1.0 Instagram 10.0
474 U473 36 Female 7.4 3.0 8.0 5.0 4.0 Facebook 5.0
475 U474 31 Female 5.7 7.0 5.0 3.0 5.0 Instagram 10.0
476 U475 36 Female 6.3 7.0 7.0 3.0 4.0 TikTok 8.0
477 U476 26 Female 9.3 3.0 8.0 2.0 1.0 Facebook 6.0
478 U477 34 Male 3.4 8.0 5.0 4.0 0.0 X (Twitter) 10.0
479 U478 35 Male 3.3 9.0 6.0 4.0 4.0 YouTube 10.0
480 U479 33 Male 6.8 6.0 8.0 2.0 1.0 TikTok 9.0
481 U480 29 Female 9.0 4.0 10.0 3.0 3.0 TikTok 4.0
482 U481 30 Male 5.0 7.0 8.0 2.0 5.0 YouTube 7.0
483 U482 46 Female 8.6 4.0 8.0 2.0 2.0 YouTube 4.0
484 U483 16 Female 5.7 6.0 6.0 0.0 2.0 X (Twitter) 8.0
485 U484 18 Male 4.3 7.0 7.0 3.0 3.0 TikTok 10.0
486 U485 31 Female 3.7 7.0 7.0 0.0 1.0 LinkedIn 9.0
487 U486 38 Male 6.6 6.0 8.0 2.0 1.0 TikTok 7.0
488 U487 26 Male 3.9 8.0 5.0 2.0 3.0 Instagram 10.0
489 U488 27 Female 5.6 7.0 7.0 5.0 2.0 Facebook 8.0
490 U489 25 Female 8.4 5.0 9.0 1.0 3.0 Facebook 7.0
491 U490 47 Female 4.9 7.0 7.0 1.0 7.0 Instagram 10.0
492 U491 31 Male 7.9 5.0 8.0 2.0 3.0 Facebook 6.0
493 U492 23 Male 3.3 10.0 4.0 2.0 1.0 YouTube 10.0
494 U493 27 Female 4.5 5.0 7.0 6.0 5.0 Facebook 9.0
495 U494 39 Female 3.0 7.0 2.0 1.0 0.0 Facebook 10.0
496 U495 43 Female 5.6 8.0 6.0 2.0 0.0 Instagram 10.0
497 U496 23 Male 6.9 5.0 7.0 4.0 2.0 X (Twitter) 10.0
498 U497 43 Female 5.6 7.0 6.0 5.0 2.0 Facebook 9.0
499 U498 41 Male 7.7 5.0 7.0 2.0 2.0 LinkedIn 8.0
500 U499 23 Male 4.2 9.0 7.0 0.0 2.0 Facebook 9.0
501 U500 43 Female 5.9 5.0 8.0 3.0 3.0 X (Twitter) 7.0

501
data/Mental_Health_and_Social_Media_Balance_Dataset.csv Normal file
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User_ID,Age,Gender,Daily_Screen_Time(hrs),Sleep_Quality(1-10),Stress_Level(1-10),Days_Without_Social_Media,Exercise_Frequency(week),Social_Media_Platform,Happiness_Index(1-10)
U001,44,Male,3.1,7.0,6.0,2.0,5.0,Facebook,10.0
U002,30,Other,5.1,7.0,8.0,5.0,3.0,LinkedIn,10.0
U003,23,Other,7.4,6.0,7.0,1.0,3.0,YouTube,6.0
U004,36,Female,5.7,7.0,8.0,1.0,1.0,TikTok,8.0
U005,34,Female,7.0,4.0,7.0,5.0,1.0,X (Twitter),8.0
U006,38,Male,6.6,5.0,7.0,4.0,3.0,LinkedIn,8.0
U007,26,Female,7.8,4.0,8.0,2.0,0.0,TikTok,7.0
U008,26,Female,7.4,5.0,6.0,1.0,4.0,Instagram,7.0
U009,39,Male,4.7,7.0,7.0,6.0,1.0,YouTube,9.0
U010,39,Female,6.6,6.0,8.0,0.0,2.0,Facebook,7.0
U011,18,Female,2.8,7.0,6.0,2.0,0.0,Instagram,7.0
U012,37,Other,5.4,5.0,7.0,3.0,2.0,Instagram,9.0
U013,17,Female,7.0,7.0,10.0,7.0,1.0,YouTube,8.0
U014,39,Female,5.7,5.0,7.0,4.0,0.0,Facebook,8.0
U015,45,Male,6.3,7.0,7.0,4.0,3.0,X (Twitter),9.0
U016,17,Female,5.1,7.0,6.0,2.0,5.0,LinkedIn,10.0
U017,36,Female,7.5,5.0,8.0,4.0,4.0,Facebook,7.0
U018,48,Male,5.4,6.0,4.0,3.0,4.0,TikTok,10.0
U019,27,Male,4.7,6.0,6.0,0.0,2.0,Instagram,9.0
U020,37,Male,7.1,6.0,6.0,5.0,4.0,TikTok,10.0
U021,40,Female,3.0,8.0,5.0,5.0,4.0,X (Twitter),10.0
U022,42,Other,6.4,7.0,6.0,5.0,3.0,TikTok,10.0
U023,43,Male,3.6,8.0,5.0,3.0,1.0,Facebook,9.0
U024,31,Female,7.8,5.0,8.0,1.0,2.0,TikTok,7.0
U025,30,Male,5.0,6.0,6.0,0.0,5.0,X (Twitter),8.0
U026,18,Other,5.7,6.0,7.0,3.0,2.0,X (Twitter),8.0
U027,22,Female,6.2,5.0,8.0,5.0,0.0,X (Twitter),6.0
U028,36,Female,2.0,8.0,4.0,5.0,0.0,Facebook,10.0
U029,24,Male,4.3,6.0,6.0,5.0,2.0,X (Twitter),10.0
U030,33,Male,7.4,6.0,10.0,3.0,4.0,Instagram,8.0
U031,19,Male,7.1,5.0,8.0,5.0,2.0,X (Twitter),9.0
U032,40,Male,6.0,6.0,7.0,5.0,4.0,TikTok,7.0
U033,29,Female,3.1,8.0,4.0,2.0,2.0,LinkedIn,10.0
U034,24,Female,6.6,6.0,7.0,4.0,0.0,TikTok,7.0
U035,41,Other,6.8,8.0,7.0,2.0,2.0,LinkedIn,9.0
U036,17,Other,5.6,6.0,7.0,4.0,3.0,TikTok,7.0
U037,35,Female,7.7,4.0,8.0,0.0,3.0,Facebook,8.0
U038,43,Female,4.3,8.0,4.0,1.0,1.0,TikTok,10.0
U039,22,Other,4.6,4.0,6.0,5.0,2.0,Facebook,9.0
U040,23,Female,1.0,9.0,5.0,5.0,7.0,Facebook,10.0
U041,29,Male,7.2,5.0,7.0,4.0,1.0,X (Twitter),10.0
U042,32,Male,6.1,5.0,6.0,3.0,3.0,Instagram,7.0
U043,19,Male,2.5,9.0,3.0,0.0,0.0,LinkedIn,10.0
U044,17,Other,2.3,9.0,3.0,3.0,4.0,X (Twitter),10.0
U045,21,Female,3.9,6.0,6.0,4.0,1.0,X (Twitter),8.0
U046,19,Male,6.9,5.0,7.0,2.0,3.0,Facebook,9.0
U047,44,Female,5.0,4.0,7.0,2.0,1.0,Facebook,8.0
U048,33,Female,4.1,8.0,7.0,6.0,3.0,LinkedIn,9.0
U049,41,Male,3.7,8.0,6.0,3.0,1.0,TikTok,9.0
U050,49,Male,3.6,7.0,5.0,4.0,1.0,TikTok,9.0
U051,25,Female,2.0,9.0,4.0,5.0,3.0,X (Twitter),10.0
U052,29,Female,3.3,7.0,5.0,1.0,2.0,YouTube,10.0
U053,46,Female,3.6,7.0,5.0,3.0,3.0,YouTube,10.0
U054,30,Female,6.7,6.0,8.0,6.0,2.0,TikTok,7.0
U055,23,Female,5.2,6.0,6.0,7.0,3.0,YouTube,8.0
U056,29,Female,4.0,7.0,3.0,3.0,3.0,TikTok,10.0
U057,38,Female,9.7,3.0,9.0,3.0,2.0,Facebook,4.0
U058,36,Female,4.3,7.0,6.0,4.0,1.0,X (Twitter),9.0
U059,31,Male,7.6,5.0,10.0,3.0,2.0,Instagram,6.0
U060,33,Male,8.4,4.0,8.0,6.0,4.0,X (Twitter),7.0
U061,39,Male,2.7,9.0,5.0,1.0,3.0,TikTok,10.0
U062,41,Female,5.6,6.0,7.0,2.0,1.0,TikTok,9.0
U063,40,Female,4.6,7.0,7.0,1.0,3.0,X (Twitter),10.0
U064,44,Female,4.4,6.0,7.0,1.0,3.0,LinkedIn,9.0
U065,30,Male,6.5,4.0,9.0,4.0,3.0,TikTok,5.0
U066,16,Male,4.4,8.0,4.0,5.0,1.0,YouTube,10.0
U067,40,Male,4.6,7.0,6.0,2.0,1.0,YouTube,10.0
U068,22,Male,5.2,9.0,7.0,5.0,1.0,TikTok,10.0
U069,24,Female,4.8,6.0,7.0,5.0,2.0,TikTok,7.0
U070,39,Male,3.4,8.0,6.0,7.0,3.0,LinkedIn,10.0
U071,16,Male,6.9,5.0,8.0,3.0,3.0,YouTube,5.0
U072,23,Female,7.4,6.0,7.0,2.0,3.0,TikTok,8.0
U073,39,Male,6.1,5.0,5.0,1.0,5.0,TikTok,10.0
U074,26,Female,4.8,6.0,6.0,1.0,4.0,LinkedIn,8.0
U075,32,Female,4.2,8.0,8.0,5.0,2.0,LinkedIn,8.0
U076,23,Male,4.2,7.0,5.0,0.0,1.0,X (Twitter),10.0
U077,48,Female,9.7,4.0,8.0,5.0,1.0,LinkedIn,5.0
U078,20,Female,7.2,6.0,9.0,1.0,2.0,Instagram,6.0
U079,43,Other,4.0,7.0,7.0,2.0,4.0,YouTube,9.0
U080,22,Male,5.8,6.0,8.0,3.0,2.0,X (Twitter),7.0
U081,24,Female,4.8,6.0,7.0,2.0,2.0,Instagram,8.0
U082,23,Female,6.6,6.0,8.0,5.0,1.0,TikTok,8.0
U083,27,Male,6.5,7.0,9.0,7.0,2.0,TikTok,8.0
U084,49,Male,7.5,4.0,7.0,2.0,4.0,X (Twitter),8.0
U085,48,Other,4.0,7.0,5.0,2.0,5.0,LinkedIn,10.0
U086,38,Female,5.7,5.0,6.0,3.0,2.0,TikTok,9.0
U087,39,Male,2.4,7.0,4.0,4.0,2.0,Facebook,10.0
U088,37,Female,3.2,8.0,7.0,3.0,1.0,X (Twitter),10.0
U089,42,Male,7.1,3.0,8.0,6.0,5.0,Instagram,6.0
U090,16,Male,3.8,10.0,6.0,5.0,0.0,X (Twitter),10.0
U091,29,Male,4.0,6.0,4.0,1.0,4.0,YouTube,9.0
U092,18,Male,5.5,6.0,6.0,4.0,2.0,LinkedIn,9.0
U093,16,Male,6.8,7.0,6.0,6.0,2.0,LinkedIn,9.0
U094,20,Male,3.6,7.0,7.0,2.0,1.0,X (Twitter),8.0
U095,41,Female,1.0,7.0,5.0,2.0,6.0,TikTok,10.0
U096,29,Male,3.9,7.0,6.0,2.0,3.0,TikTok,10.0
U097,42,Male,7.7,4.0,7.0,2.0,3.0,Facebook,8.0
U098,24,Female,6.1,4.0,9.0,0.0,4.0,Facebook,6.0
U099,30,Female,7.9,5.0,8.0,0.0,2.0,LinkedIn,8.0
U100,30,Female,3.5,8.0,4.0,3.0,3.0,Facebook,10.0
U101,41,Male,2.5,9.0,4.0,6.0,3.0,Instagram,10.0
U102,28,Male,6.3,5.0,7.0,2.0,2.0,Facebook,7.0
U103,47,Male,5.9,4.0,7.0,2.0,4.0,Instagram,7.0
U104,47,Male,6.0,6.0,7.0,6.0,2.0,Facebook,9.0
U105,19,Male,7.2,5.0,6.0,1.0,0.0,LinkedIn,9.0
U106,45,Male,6.3,7.0,8.0,0.0,2.0,LinkedIn,6.0
U107,38,Male,6.2,7.0,7.0,1.0,3.0,Instagram,9.0
U108,30,Male,6.8,7.0,7.0,2.0,1.0,X (Twitter),10.0
U109,44,Male,6.4,6.0,8.0,0.0,1.0,LinkedIn,7.0
U110,28,Male,7.0,6.0,6.0,3.0,2.0,X (Twitter),8.0
U111,47,Male,7.3,4.0,6.0,5.0,4.0,TikTok,8.0
U112,22,Female,8.3,5.0,10.0,0.0,2.0,Instagram,6.0
U113,37,Female,4.3,6.0,8.0,3.0,5.0,LinkedIn,9.0
U114,43,Male,6.4,6.0,7.0,4.0,2.0,YouTube,7.0
U115,17,Female,4.8,7.0,6.0,3.0,3.0,TikTok,10.0
U116,21,Female,4.0,9.0,5.0,3.0,2.0,X (Twitter),10.0
U117,43,Male,4.3,7.0,6.0,3.0,4.0,LinkedIn,9.0
U118,43,Female,6.4,6.0,7.0,1.0,1.0,Instagram,9.0
U119,35,Female,6.3,6.0,7.0,6.0,4.0,Facebook,9.0
U120,45,Male,6.2,5.0,8.0,5.0,3.0,YouTube,8.0
U121,26,Male,5.1,6.0,5.0,5.0,2.0,X (Twitter),9.0
U122,43,Female,5.5,8.0,6.0,5.0,2.0,TikTok,10.0
U123,40,Female,7.0,4.0,6.0,0.0,5.0,Instagram,8.0
U124,48,Male,2.8,7.0,5.0,5.0,3.0,YouTube,10.0
U125,16,Male,5.5,7.0,7.0,4.0,1.0,Instagram,9.0
U126,42,Male,5.7,7.0,7.0,0.0,1.0,LinkedIn,9.0
U127,28,Female,6.9,5.0,8.0,3.0,3.0,Facebook,8.0
U128,18,Female,3.1,7.0,6.0,4.0,3.0,TikTok,9.0
U129,21,Male,8.2,5.0,7.0,6.0,4.0,Instagram,7.0
U130,23,Male,5.9,5.0,5.0,4.0,0.0,X (Twitter),9.0
U131,42,Female,6.0,5.0,8.0,1.0,1.0,LinkedIn,7.0
U132,24,Male,4.8,8.0,4.0,6.0,4.0,LinkedIn,10.0
U133,48,Male,6.5,6.0,8.0,3.0,3.0,TikTok,8.0
U134,39,Female,5.6,8.0,6.0,2.0,3.0,LinkedIn,9.0
U135,30,Female,7.7,4.0,10.0,2.0,1.0,X (Twitter),8.0
U136,47,Female,2.9,8.0,5.0,0.0,1.0,Instagram,10.0
U137,47,Female,5.8,6.0,7.0,3.0,4.0,TikTok,10.0
U138,39,Male,6.2,5.0,8.0,4.0,4.0,LinkedIn,7.0
U139,27,Male,5.2,7.0,5.0,2.0,1.0,LinkedIn,10.0
U140,17,Female,4.8,8.0,5.0,4.0,1.0,X (Twitter),10.0
U141,18,Male,4.8,6.0,5.0,1.0,2.0,Facebook,10.0
U142,32,Male,5.8,6.0,6.0,3.0,1.0,Facebook,10.0
U143,17,Male,2.2,10.0,5.0,4.0,1.0,LinkedIn,10.0
U144,17,Male,7.2,7.0,8.0,3.0,1.0,Instagram,8.0
U145,43,Male,4.6,8.0,7.0,0.0,2.0,TikTok,9.0
U146,38,Male,5.7,7.0,5.0,2.0,1.0,LinkedIn,10.0
U147,47,Male,6.2,5.0,7.0,6.0,1.0,YouTube,9.0
U148,48,Male,4.6,7.0,5.0,2.0,3.0,TikTok,10.0
U149,16,Female,5.3,7.0,6.0,3.0,2.0,Facebook,10.0
U150,34,Female,1.8,9.0,7.0,3.0,3.0,LinkedIn,10.0
U151,17,Female,6.8,5.0,8.0,6.0,0.0,X (Twitter),6.0
U152,41,Female,7.4,4.0,9.0,6.0,3.0,YouTube,5.0
U153,47,Female,2.4,7.0,7.0,5.0,6.0,LinkedIn,9.0
U154,21,Male,4.8,5.0,7.0,1.0,2.0,Instagram,8.0
U155,47,Female,3.3,8.0,5.0,4.0,4.0,YouTube,10.0
U156,19,Female,5.2,7.0,5.0,4.0,4.0,LinkedIn,10.0
U157,26,Female,6.7,5.0,7.0,2.0,4.0,Instagram,8.0
U158,32,Male,7.3,5.0,7.0,1.0,3.0,YouTube,8.0
U159,39,Male,7.5,5.0,6.0,6.0,3.0,Instagram,7.0
U160,20,Male,7.9,5.0,9.0,2.0,4.0,Instagram,5.0
U161,49,Male,5.1,5.0,7.0,6.0,3.0,YouTube,8.0
U162,21,Female,3.4,9.0,7.0,5.0,1.0,YouTube,8.0
U163,37,Female,5.3,7.0,6.0,4.0,0.0,Instagram,10.0
U164,26,Male,6.6,6.0,8.0,4.0,0.0,Facebook,8.0
U165,31,Other,3.3,9.0,5.0,0.0,2.0,YouTube,10.0
U166,48,Female,8.5,4.0,10.0,3.0,3.0,LinkedIn,8.0
U167,24,Male,7.1,6.0,8.0,6.0,1.0,TikTok,7.0
U168,21,Male,5.1,6.0,5.0,4.0,4.0,X (Twitter),10.0
U169,31,Male,4.2,8.0,6.0,3.0,2.0,Instagram,10.0
U170,44,Male,4.3,8.0,6.0,6.0,2.0,Instagram,10.0
U171,18,Male,5.6,5.0,7.0,3.0,1.0,X (Twitter),6.0
U172,35,Male,5.1,7.0,7.0,2.0,0.0,Facebook,7.0
U173,34,Male,7.2,6.0,6.0,3.0,3.0,X (Twitter),8.0
U174,41,Male,4.9,7.0,5.0,5.0,5.0,YouTube,10.0
U175,18,Female,6.4,6.0,8.0,0.0,2.0,X (Twitter),8.0
U176,34,Male,5.4,6.0,6.0,4.0,0.0,Instagram,10.0
U177,35,Female,6.0,7.0,7.0,5.0,4.0,X (Twitter),8.0
U178,47,Male,5.1,7.0,4.0,2.0,0.0,TikTok,9.0
U179,22,Other,6.8,5.0,10.0,5.0,1.0,LinkedIn,7.0
U180,48,Male,6.8,4.0,7.0,4.0,2.0,YouTube,7.0
U181,33,Male,6.3,6.0,8.0,7.0,3.0,X (Twitter),6.0
U182,16,Other,6.6,6.0,7.0,1.0,1.0,Instagram,8.0
U183,26,Female,3.8,10.0,6.0,5.0,2.0,LinkedIn,10.0
U184,43,Female,6.1,7.0,9.0,1.0,4.0,YouTube,7.0
U185,40,Male,7.7,3.0,9.0,0.0,4.0,Instagram,5.0
U186,38,Male,6.4,6.0,7.0,0.0,4.0,Facebook,8.0
U187,46,Female,3.6,9.0,5.0,4.0,5.0,TikTok,10.0
U188,45,Female,5.4,7.0,8.0,3.0,4.0,Facebook,7.0
U189,22,Female,6.2,6.0,9.0,2.0,2.0,TikTok,6.0
U190,31,Female,4.1,8.0,6.0,0.0,4.0,X (Twitter),10.0
U191,41,Male,3.1,7.0,7.0,2.0,3.0,YouTube,9.0
U192,17,Female,4.9,7.0,6.0,3.0,3.0,X (Twitter),10.0
U193,16,Male,4.2,7.0,7.0,5.0,3.0,TikTok,8.0
U194,27,Male,5.5,6.0,8.0,3.0,1.0,TikTok,7.0
U195,20,Male,2.6,9.0,4.0,4.0,1.0,TikTok,10.0
U196,47,Female,6.5,5.0,7.0,2.0,2.0,LinkedIn,8.0
U197,24,Male,4.4,8.0,7.0,6.0,3.0,Instagram,10.0
U198,34,Male,7.3,5.0,7.0,1.0,1.0,YouTube,6.0
U199,31,Female,5.0,7.0,5.0,2.0,3.0,X (Twitter),10.0
U200,18,Male,5.5,5.0,6.0,2.0,6.0,X (Twitter),9.0
U201,35,Female,5.2,7.0,6.0,4.0,0.0,Facebook,10.0
U202,39,Male,4.3,9.0,7.0,1.0,3.0,TikTok,9.0
U203,48,Female,10.0,3.0,10.0,3.0,2.0,TikTok,4.0
U204,39,Female,4.6,6.0,7.0,3.0,3.0,TikTok,6.0
U205,26,Male,7.3,5.0,8.0,2.0,2.0,X (Twitter),7.0
U206,23,Male,3.5,9.0,5.0,4.0,2.0,Facebook,10.0
U207,35,Male,6.2,4.0,8.0,1.0,3.0,Instagram,7.0
U208,40,Male,6.4,5.0,8.0,1.0,2.0,LinkedIn,7.0
U209,40,Other,5.5,6.0,7.0,3.0,0.0,YouTube,9.0
U210,44,Male,4.5,6.0,6.0,0.0,2.0,Instagram,9.0
U211,33,Female,5.0,6.0,6.0,0.0,0.0,X (Twitter),8.0
U212,33,Male,4.8,5.0,6.0,4.0,3.0,LinkedIn,9.0
U213,17,Female,9.8,4.0,9.0,5.0,0.0,LinkedIn,6.0
U214,31,Female,5.5,7.0,7.0,2.0,4.0,LinkedIn,9.0
U215,48,Female,6.4,4.0,6.0,2.0,3.0,TikTok,7.0
U216,19,Female,8.7,6.0,7.0,5.0,3.0,YouTube,10.0
U217,48,Male,3.9,9.0,5.0,1.0,0.0,X (Twitter),10.0
U218,29,Male,5.6,6.0,6.0,0.0,2.0,X (Twitter),8.0
U219,36,Female,5.0,8.0,6.0,4.0,4.0,LinkedIn,10.0
U220,35,Female,5.3,6.0,6.0,3.0,2.0,X (Twitter),9.0
U221,23,Other,5.2,7.0,6.0,5.0,1.0,YouTube,9.0
U222,22,Male,4.2,6.0,6.0,0.0,2.0,YouTube,8.0
U223,18,Female,5.9,8.0,6.0,0.0,2.0,Facebook,8.0
U224,32,Female,3.6,7.0,5.0,3.0,1.0,Facebook,10.0
U225,48,Male,7.3,5.0,9.0,4.0,4.0,Instagram,5.0
U226,27,Male,6.6,5.0,7.0,5.0,2.0,YouTube,7.0
U227,37,Female,4.6,9.0,6.0,3.0,2.0,YouTube,8.0
U228,37,Female,4.7,9.0,6.0,3.0,1.0,YouTube,10.0
U229,45,Female,6.0,8.0,7.0,2.0,3.0,Facebook,9.0
U230,23,Male,4.1,8.0,5.0,6.0,3.0,LinkedIn,10.0
U231,42,Female,8.8,4.0,8.0,1.0,1.0,LinkedIn,6.0
U232,42,Male,6.1,7.0,6.0,4.0,0.0,X (Twitter),8.0
U233,49,Male,6.2,6.0,8.0,1.0,3.0,LinkedIn,8.0
U234,36,Male,6.7,7.0,7.0,4.0,2.0,TikTok,8.0
U235,45,Female,4.5,8.0,6.0,1.0,3.0,Facebook,10.0
U236,48,Female,7.5,4.0,9.0,4.0,5.0,YouTube,5.0
U237,43,Female,5.7,7.0,7.0,3.0,2.0,LinkedIn,9.0
U238,48,Male,7.2,6.0,8.0,6.0,2.0,Facebook,9.0
U239,20,Female,5.1,4.0,5.0,2.0,1.0,LinkedIn,9.0
U240,34,Male,7.9,6.0,8.0,4.0,2.0,Instagram,7.0
U241,19,Female,6.2,5.0,7.0,1.0,3.0,YouTube,8.0
U242,32,Male,9.4,3.0,9.0,2.0,3.0,Instagram,5.0
U243,43,Male,4.8,6.0,5.0,3.0,5.0,YouTube,10.0
U244,45,Male,5.9,6.0,8.0,0.0,3.0,Facebook,7.0
U245,44,Male,3.6,8.0,5.0,0.0,2.0,X (Twitter),10.0
U246,21,Female,4.5,6.0,6.0,4.0,1.0,LinkedIn,9.0
U247,39,Female,6.6,6.0,7.0,3.0,3.0,LinkedIn,7.0
U248,44,Male,7.5,6.0,9.0,2.0,1.0,TikTok,6.0
U249,46,Female,10.8,5.0,10.0,2.0,3.0,Instagram,4.0
U250,48,Male,5.3,5.0,5.0,2.0,3.0,LinkedIn,8.0
U251,36,Female,3.8,7.0,5.0,3.0,2.0,Facebook,9.0
U252,47,Female,6.9,6.0,8.0,4.0,2.0,X (Twitter),8.0
U253,38,Female,3.5,9.0,4.0,0.0,0.0,Facebook,10.0
U254,48,Male,6.5,5.0,8.0,6.0,4.0,Instagram,8.0
U255,18,Female,4.6,8.0,7.0,6.0,3.0,TikTok,9.0
U256,33,Female,5.9,4.0,7.0,0.0,3.0,LinkedIn,5.0
U257,40,Male,7.5,4.0,8.0,5.0,0.0,Facebook,7.0
U258,46,Male,5.3,7.0,8.0,5.0,5.0,YouTube,9.0
U259,18,Female,7.2,4.0,7.0,3.0,2.0,X (Twitter),6.0
U260,39,Female,7.1,4.0,8.0,0.0,2.0,Facebook,7.0
U261,47,Female,2.1,8.0,4.0,5.0,1.0,X (Twitter),10.0
U262,37,Female,3.9,8.0,6.0,3.0,0.0,LinkedIn,10.0
U263,38,Female,2.7,6.0,3.0,4.0,4.0,YouTube,10.0
U264,17,Male,9.1,4.0,9.0,7.0,4.0,TikTok,4.0
U265,42,Male,5.3,7.0,7.0,4.0,2.0,TikTok,8.0
U266,17,Male,8.7,4.0,8.0,1.0,1.0,YouTube,7.0
U267,41,Female,2.6,8.0,4.0,2.0,2.0,X (Twitter),10.0
U268,32,Male,4.5,7.0,6.0,1.0,2.0,LinkedIn,8.0
U269,48,Female,6.9,5.0,9.0,4.0,1.0,Facebook,6.0
U270,24,Female,5.8,8.0,6.0,1.0,2.0,YouTube,10.0
U271,44,Female,6.5,5.0,6.0,2.0,3.0,Instagram,8.0
U272,41,Male,3.2,8.0,6.0,0.0,4.0,X (Twitter),10.0
U273,40,Female,8.0,5.0,8.0,3.0,3.0,TikTok,6.0
U274,39,Male,6.9,5.0,7.0,3.0,0.0,YouTube,9.0
U275,28,Female,6.2,3.0,8.0,0.0,3.0,TikTok,5.0
U276,22,Male,4.3,7.0,5.0,4.0,2.0,X (Twitter),10.0
U277,35,Male,6.1,7.0,8.0,3.0,5.0,TikTok,9.0
U278,16,Female,5.0,7.0,6.0,1.0,5.0,YouTube,10.0
U279,23,Male,2.5,9.0,5.0,7.0,5.0,X (Twitter),10.0
U280,31,Male,5.4,5.0,8.0,5.0,2.0,Instagram,7.0
U281,29,Female,5.2,7.0,6.0,1.0,5.0,YouTube,10.0
U282,27,Female,7.4,4.0,9.0,5.0,3.0,Facebook,5.0
U283,38,Female,1.5,9.0,4.0,5.0,5.0,LinkedIn,10.0
U284,30,Female,5.9,6.0,9.0,3.0,2.0,YouTube,7.0
U285,43,Female,3.4,7.0,7.0,4.0,2.0,X (Twitter),10.0
U286,49,Male,6.1,5.0,6.0,4.0,3.0,LinkedIn,9.0
U287,17,Male,6.2,6.0,8.0,0.0,3.0,YouTube,7.0
U288,47,Male,5.3,6.0,6.0,3.0,4.0,Instagram,9.0
U289,38,Female,7.0,4.0,8.0,3.0,2.0,Instagram,6.0
U290,37,Female,3.3,7.0,5.0,6.0,4.0,Facebook,9.0
U291,40,Male,7.5,5.0,7.0,4.0,4.0,TikTok,9.0
U292,37,Male,4.2,9.0,7.0,2.0,2.0,LinkedIn,8.0
U293,37,Other,2.7,8.0,5.0,3.0,3.0,X (Twitter),10.0
U294,21,Male,5.0,7.0,6.0,5.0,2.0,X (Twitter),10.0
U295,30,Female,1.7,9.0,4.0,3.0,6.0,TikTok,10.0
U296,48,Female,6.0,5.0,7.0,2.0,0.0,Instagram,7.0
U297,23,Female,5.0,5.0,7.0,2.0,4.0,Instagram,8.0
U298,20,Male,7.7,4.0,8.0,5.0,0.0,YouTube,5.0
U299,19,Female,6.7,6.0,5.0,4.0,2.0,Facebook,9.0
U300,21,Female,3.0,8.0,5.0,3.0,2.0,LinkedIn,10.0
U301,47,Female,4.0,8.0,4.0,3.0,5.0,Facebook,10.0
U302,45,Female,6.4,6.0,7.0,2.0,1.0,Facebook,7.0
U303,31,Female,7.0,5.0,6.0,3.0,4.0,YouTube,8.0
U304,28,Female,7.7,4.0,7.0,2.0,1.0,Facebook,7.0
U305,45,Male,7.7,6.0,9.0,2.0,5.0,TikTok,6.0
U306,34,Female,5.3,6.0,6.0,6.0,2.0,YouTube,10.0
U307,32,Female,6.2,5.0,7.0,1.0,3.0,TikTok,7.0
U308,34,Male,7.8,5.0,9.0,2.0,2.0,YouTube,6.0
U309,43,Female,5.0,5.0,6.0,0.0,4.0,Facebook,8.0
U310,41,Female,6.2,8.0,9.0,0.0,4.0,TikTok,7.0
U311,41,Female,4.9,7.0,6.0,3.0,3.0,TikTok,9.0
U312,38,Male,4.5,7.0,6.0,2.0,1.0,TikTok,9.0
U313,24,Male,5.6,5.0,8.0,7.0,1.0,YouTube,7.0
U314,27,Other,4.3,7.0,7.0,2.0,1.0,X (Twitter),8.0
U315,16,Female,5.3,6.0,6.0,6.0,0.0,Facebook,9.0
U316,16,Male,3.6,7.0,5.0,5.0,4.0,TikTok,10.0
U317,49,Female,5.2,7.0,8.0,3.0,2.0,LinkedIn,8.0
U318,47,Female,6.3,5.0,8.0,7.0,2.0,X (Twitter),8.0
U319,40,Female,4.4,8.0,7.0,4.0,5.0,LinkedIn,8.0
U320,16,Female,5.5,9.0,5.0,6.0,2.0,Facebook,10.0
U321,31,Male,5.8,6.0,8.0,6.0,1.0,Facebook,7.0
U322,20,Male,6.3,6.0,6.0,4.0,2.0,TikTok,8.0
U323,37,Male,5.3,7.0,7.0,5.0,1.0,TikTok,8.0
U324,44,Female,7.5,7.0,8.0,4.0,3.0,YouTube,9.0
U325,18,Male,1.7,9.0,3.0,1.0,2.0,X (Twitter),10.0
U326,27,Male,10.8,2.0,9.0,3.0,2.0,X (Twitter),5.0
U327,41,Male,3.9,6.0,4.0,5.0,2.0,TikTok,9.0
U328,31,Female,6.2,6.0,7.0,6.0,2.0,Facebook,8.0
U329,37,Female,3.8,7.0,4.0,2.0,3.0,TikTok,10.0
U330,44,Male,6.7,8.0,6.0,4.0,2.0,Facebook,10.0
U331,29,Male,6.0,8.0,7.0,3.0,2.0,Facebook,7.0
U332,43,Female,4.3,6.0,3.0,3.0,2.0,TikTok,10.0
U333,20,Male,7.4,4.0,9.0,4.0,2.0,Instagram,6.0
U334,45,Male,5.2,7.0,4.0,3.0,3.0,X (Twitter),10.0
U335,20,Male,6.5,7.0,7.0,4.0,1.0,LinkedIn,7.0
U336,27,Male,3.8,8.0,6.0,6.0,4.0,Facebook,10.0
U337,31,Male,5.4,6.0,7.0,5.0,3.0,Facebook,8.0
U338,41,Female,9.1,4.0,9.0,4.0,2.0,Instagram,7.0
U339,41,Male,7.2,5.0,10.0,7.0,3.0,LinkedIn,7.0
U340,36,Female,6.1,7.0,7.0,5.0,2.0,YouTube,9.0
U341,48,Male,4.7,6.0,7.0,3.0,0.0,Instagram,8.0
U342,45,Female,5.6,6.0,6.0,1.0,3.0,LinkedIn,7.0
U343,38,Female,5.9,7.0,7.0,1.0,1.0,Instagram,8.0
U344,25,Male,6.3,5.0,9.0,5.0,4.0,Facebook,8.0
U345,20,Female,3.6,6.0,5.0,2.0,2.0,X (Twitter),10.0
U346,49,Male,6.7,6.0,8.0,1.0,4.0,Instagram,8.0
U347,46,Other,3.5,7.0,6.0,1.0,2.0,YouTube,10.0
U348,25,Male,8.4,5.0,8.0,2.0,3.0,TikTok,8.0
U349,34,Male,4.1,8.0,4.0,5.0,4.0,LinkedIn,10.0
U350,47,Male,6.0,6.0,7.0,3.0,2.0,Instagram,8.0
U351,16,Other,7.3,5.0,9.0,0.0,2.0,Instagram,8.0
U352,20,Female,5.0,6.0,5.0,3.0,3.0,YouTube,9.0
U353,19,Female,6.1,6.0,8.0,3.0,3.0,X (Twitter),9.0
U354,31,Male,8.1,5.0,9.0,2.0,2.0,Instagram,6.0
U355,39,Female,6.5,5.0,5.0,5.0,0.0,Instagram,10.0
U356,31,Male,6.1,6.0,6.0,2.0,2.0,X (Twitter),8.0
U357,17,Female,2.5,9.0,4.0,5.0,4.0,YouTube,10.0
U358,43,Male,3.8,8.0,5.0,4.0,1.0,LinkedIn,10.0
U359,47,Male,7.4,6.0,7.0,5.0,2.0,LinkedIn,7.0
U360,42,Male,6.5,5.0,7.0,1.0,2.0,Instagram,8.0
U361,35,Female,6.8,4.0,9.0,3.0,0.0,X (Twitter),7.0
U362,39,Female,6.6,6.0,7.0,3.0,1.0,Instagram,7.0
U363,27,Male,7.8,5.0,8.0,0.0,4.0,TikTok,6.0
U364,48,Female,5.0,8.0,6.0,5.0,0.0,LinkedIn,10.0
U365,48,Male,5.7,7.0,7.0,1.0,3.0,Facebook,9.0
U366,27,Female,3.6,8.0,5.0,2.0,1.0,TikTok,10.0
U367,18,Male,3.2,9.0,5.0,1.0,3.0,Instagram,10.0
U368,16,Male,2.5,8.0,4.0,4.0,4.0,YouTube,10.0
U369,48,Female,3.9,6.0,5.0,0.0,2.0,LinkedIn,10.0
U370,25,Male,8.3,5.0,8.0,4.0,2.0,Facebook,7.0
U371,44,Male,2.7,9.0,5.0,5.0,1.0,TikTok,10.0
U372,28,Female,5.0,7.0,5.0,4.0,0.0,LinkedIn,9.0
U373,27,Other,3.2,9.0,6.0,4.0,5.0,X (Twitter),10.0
U374,46,Male,4.4,7.0,7.0,5.0,1.0,YouTube,8.0
U375,17,Male,5.8,6.0,7.0,1.0,5.0,TikTok,9.0
U376,38,Female,4.2,8.0,5.0,6.0,1.0,X (Twitter),10.0
U377,32,Male,7.5,4.0,7.0,2.0,3.0,Instagram,6.0
U378,41,Male,8.3,4.0,10.0,3.0,1.0,X (Twitter),6.0
U379,23,Male,1.5,9.0,3.0,2.0,3.0,TikTok,10.0
U380,44,Female,4.3,8.0,7.0,4.0,2.0,TikTok,10.0
U381,41,Female,5.6,6.0,7.0,2.0,2.0,Instagram,9.0
U382,25,Male,7.5,4.0,8.0,3.0,3.0,X (Twitter),7.0
U383,41,Male,4.7,6.0,6.0,1.0,2.0,X (Twitter),9.0
U384,49,Male,5.5,7.0,5.0,5.0,0.0,Instagram,10.0
U385,22,Female,3.4,8.0,6.0,4.0,4.0,X (Twitter),10.0
U386,19,Male,2.7,8.0,5.0,2.0,1.0,LinkedIn,9.0
U387,26,Male,8.1,5.0,7.0,2.0,3.0,Instagram,7.0
U388,44,Female,2.2,9.0,4.0,4.0,4.0,YouTube,10.0
U389,40,Male,9.7,4.0,10.0,2.0,2.0,TikTok,6.0
U390,36,Female,6.8,5.0,8.0,3.0,4.0,YouTube,8.0
U391,25,Male,6.7,7.0,7.0,5.0,3.0,LinkedIn,8.0
U392,24,Male,6.5,7.0,6.0,1.0,1.0,LinkedIn,7.0
U393,39,Male,5.0,5.0,6.0,4.0,5.0,Facebook,8.0
U394,33,Female,6.2,6.0,7.0,4.0,1.0,Facebook,9.0
U395,47,Female,5.2,7.0,7.0,3.0,2.0,Facebook,9.0
U396,39,Female,6.5,5.0,7.0,2.0,2.0,Instagram,8.0
U397,38,Male,5.4,8.0,9.0,5.0,3.0,X (Twitter),8.0
U398,47,Female,3.8,8.0,4.0,2.0,4.0,LinkedIn,10.0
U399,27,Male,3.9,7.0,5.0,0.0,4.0,YouTube,10.0
U400,28,Male,3.7,8.0,5.0,4.0,3.0,YouTube,10.0
U401,38,Female,7.2,5.0,8.0,1.0,2.0,YouTube,9.0
U402,40,Male,4.4,7.0,5.0,4.0,0.0,YouTube,10.0
U403,45,Male,2.1,10.0,5.0,6.0,1.0,Facebook,10.0
U404,32,Male,6.2,6.0,8.0,4.0,5.0,YouTube,7.0
U405,35,Male,8.2,4.0,9.0,5.0,0.0,X (Twitter),6.0
U406,40,Male,6.9,3.0,8.0,7.0,1.0,Facebook,6.0
U407,37,Female,4.4,7.0,6.0,5.0,4.0,YouTube,10.0
U408,28,Male,2.6,10.0,3.0,4.0,3.0,Instagram,10.0
U409,34,Female,5.3,6.0,6.0,6.0,4.0,TikTok,8.0
U410,27,Female,5.2,4.0,7.0,7.0,3.0,TikTok,9.0
U411,34,Male,3.8,7.0,6.0,7.0,5.0,TikTok,10.0
U412,27,Male,6.5,7.0,7.0,2.0,3.0,Facebook,10.0
U413,24,Male,8.8,5.0,9.0,0.0,3.0,YouTube,6.0
U414,22,Female,5.9,5.0,6.0,2.0,1.0,LinkedIn,9.0
U415,43,Male,5.8,6.0,7.0,4.0,3.0,LinkedIn,9.0
U416,29,Female,3.8,7.0,6.0,3.0,2.0,LinkedIn,8.0
U417,46,Male,8.0,4.0,8.0,3.0,2.0,Facebook,9.0
U418,34,Female,5.4,4.0,5.0,4.0,4.0,X (Twitter),10.0
U419,31,Male,4.5,8.0,5.0,0.0,4.0,Instagram,10.0
U420,20,Male,5.6,8.0,8.0,3.0,5.0,Instagram,8.0
U421,27,Other,6.3,4.0,9.0,5.0,5.0,TikTok,6.0
U422,40,Female,5.8,7.0,8.0,4.0,4.0,TikTok,8.0
U423,36,Male,7.7,5.0,8.0,4.0,0.0,LinkedIn,8.0
U424,38,Female,6.2,7.0,6.0,6.0,5.0,LinkedIn,10.0
U425,31,Female,5.0,7.0,6.0,3.0,4.0,TikTok,10.0
U426,29,Female,6.2,6.0,9.0,2.0,1.0,YouTube,8.0
U427,46,Female,6.4,6.0,8.0,5.0,4.0,X (Twitter),8.0
U428,20,Male,3.2,7.0,5.0,5.0,1.0,X (Twitter),9.0
U429,38,Male,7.6,6.0,9.0,4.0,3.0,X (Twitter),8.0
U430,44,Male,5.0,6.0,5.0,3.0,1.0,X (Twitter),10.0
U431,26,Female,5.0,6.0,6.0,3.0,1.0,TikTok,10.0
U432,33,Female,6.9,6.0,7.0,0.0,4.0,Instagram,7.0
U433,27,Male,6.8,5.0,8.0,5.0,4.0,TikTok,7.0
U434,24,Male,4.2,8.0,7.0,5.0,3.0,X (Twitter),7.0
U435,25,Female,6.9,7.0,7.0,0.0,2.0,TikTok,9.0
U436,32,Other,4.5,8.0,5.0,5.0,0.0,X (Twitter),10.0
U437,22,Female,8.8,2.0,9.0,4.0,2.0,Facebook,7.0
U438,28,Male,4.0,7.0,5.0,1.0,3.0,LinkedIn,9.0
U439,24,Male,5.9,7.0,6.0,1.0,2.0,Instagram,8.0
U440,42,Male,4.1,6.0,6.0,4.0,2.0,Facebook,9.0
U441,17,Female,9.5,4.0,9.0,2.0,2.0,YouTube,4.0
U442,20,Male,3.3,8.0,4.0,7.0,2.0,TikTok,10.0
U443,44,Female,6.4,5.0,6.0,5.0,3.0,YouTube,6.0
U444,34,Male,4.2,8.0,4.0,4.0,2.0,TikTok,10.0
U445,23,Female,4.9,7.0,7.0,4.0,5.0,LinkedIn,7.0
U446,16,Female,6.3,6.0,7.0,6.0,0.0,Facebook,8.0
U447,37,Female,7.7,4.0,8.0,5.0,2.0,LinkedIn,8.0
U448,32,Male,8.4,5.0,9.0,4.0,1.0,X (Twitter),7.0
U449,22,Male,2.7,6.0,6.0,1.0,3.0,LinkedIn,8.0
U450,40,Male,6.0,4.0,6.0,9.0,3.0,LinkedIn,8.0
U451,19,Female,8.1,5.0,9.0,1.0,5.0,X (Twitter),7.0
U452,21,Female,2.5,9.0,3.0,2.0,5.0,TikTok,10.0
U453,46,Female,6.1,6.0,8.0,0.0,1.0,X (Twitter),6.0
U454,34,Female,5.5,6.0,5.0,4.0,3.0,Facebook,10.0
U455,42,Female,6.2,6.0,6.0,3.0,3.0,LinkedIn,6.0
U456,25,Male,4.1,6.0,5.0,5.0,1.0,X (Twitter),9.0
U457,41,Female,2.9,8.0,3.0,0.0,3.0,LinkedIn,10.0
U458,34,Male,2.1,9.0,4.0,5.0,2.0,Facebook,10.0
U459,18,Male,7.3,5.0,8.0,1.0,1.0,YouTube,7.0
U460,28,Female,7.5,6.0,8.0,3.0,2.0,Facebook,6.0
U461,43,Male,6.0,6.0,5.0,5.0,1.0,Instagram,9.0
U462,35,Male,4.5,7.0,8.0,4.0,4.0,Instagram,8.0
U463,43,Female,2.6,9.0,5.0,4.0,5.0,Instagram,10.0
U464,23,Male,6.5,5.0,10.0,5.0,3.0,LinkedIn,5.0
U465,16,Female,3.5,8.0,5.0,4.0,3.0,TikTok,10.0
U466,18,Male,4.2,7.0,7.0,2.0,3.0,TikTok,10.0
U467,28,Male,4.4,7.0,7.0,3.0,4.0,TikTok,8.0
U468,43,Male,5.1,6.0,6.0,3.0,4.0,LinkedIn,9.0
U469,40,Male,4.1,6.0,7.0,1.0,2.0,Facebook,10.0
U470,48,Female,5.6,6.0,6.0,5.0,3.0,TikTok,8.0
U471,21,Male,4.4,5.0,6.0,4.0,3.0,YouTube,7.0
U472,47,Female,6.8,5.0,4.0,3.0,1.0,Instagram,10.0
U473,36,Female,7.4,3.0,8.0,5.0,4.0,Facebook,5.0
U474,31,Female,5.7,7.0,5.0,3.0,5.0,Instagram,10.0
U475,36,Female,6.3,7.0,7.0,3.0,4.0,TikTok,8.0
U476,26,Female,9.3,3.0,8.0,2.0,1.0,Facebook,6.0
U477,34,Male,3.4,8.0,5.0,4.0,0.0,X (Twitter),10.0
U478,35,Male,3.3,9.0,6.0,4.0,4.0,YouTube,10.0
U479,33,Male,6.8,6.0,8.0,2.0,1.0,TikTok,9.0
U480,29,Female,9.0,4.0,10.0,3.0,3.0,TikTok,4.0
U481,30,Male,5.0,7.0,8.0,2.0,5.0,YouTube,7.0
U482,46,Female,8.6,4.0,8.0,2.0,2.0,YouTube,4.0
U483,16,Female,5.7,6.0,6.0,0.0,2.0,X (Twitter),8.0
U484,18,Male,4.3,7.0,7.0,3.0,3.0,TikTok,10.0
U485,31,Female,3.7,7.0,7.0,0.0,1.0,LinkedIn,9.0
U486,38,Male,6.6,6.0,8.0,2.0,1.0,TikTok,7.0
U487,26,Male,3.9,8.0,5.0,2.0,3.0,Instagram,10.0
U488,27,Female,5.6,7.0,7.0,5.0,2.0,Facebook,8.0
U489,25,Female,8.4,5.0,9.0,1.0,3.0,Facebook,7.0
U490,47,Female,4.9,7.0,7.0,1.0,7.0,Instagram,10.0
U491,31,Male,7.9,5.0,8.0,2.0,3.0,Facebook,6.0
U492,23,Male,3.3,10.0,4.0,2.0,1.0,YouTube,10.0
U493,27,Female,4.5,5.0,7.0,6.0,5.0,Facebook,9.0
U494,39,Female,3.0,7.0,2.0,1.0,0.0,Facebook,10.0
U495,43,Female,5.6,8.0,6.0,2.0,0.0,Instagram,10.0
U496,23,Male,6.9,5.0,7.0,4.0,2.0,X (Twitter),10.0
U497,43,Female,5.6,7.0,6.0,5.0,2.0,Facebook,9.0
U498,41,Male,7.7,5.0,7.0,2.0,2.0,LinkedIn,8.0
U499,23,Male,4.2,9.0,7.0,0.0,2.0,Facebook,9.0
U500,43,Female,5.9,5.0,8.0,3.0,3.0,X (Twitter),7.0
1 User_ID Age Gender Daily_Screen_Time(hrs) Sleep_Quality(1-10) Stress_Level(1-10) Days_Without_Social_Media Exercise_Frequency(week) Social_Media_Platform Happiness_Index(1-10)
2 U001 44 Male 3.1 7.0 6.0 2.0 5.0 Facebook 10.0
3 U002 30 Other 5.1 7.0 8.0 5.0 3.0 LinkedIn 10.0
4 U003 23 Other 7.4 6.0 7.0 1.0 3.0 YouTube 6.0
5 U004 36 Female 5.7 7.0 8.0 1.0 1.0 TikTok 8.0
6 U005 34 Female 7.0 4.0 7.0 5.0 1.0 X (Twitter) 8.0
7 U006 38 Male 6.6 5.0 7.0 4.0 3.0 LinkedIn 8.0
8 U007 26 Female 7.8 4.0 8.0 2.0 0.0 TikTok 7.0
9 U008 26 Female 7.4 5.0 6.0 1.0 4.0 Instagram 7.0
10 U009 39 Male 4.7 7.0 7.0 6.0 1.0 YouTube 9.0
11 U010 39 Female 6.6 6.0 8.0 0.0 2.0 Facebook 7.0
12 U011 18 Female 2.8 7.0 6.0 2.0 0.0 Instagram 7.0
13 U012 37 Other 5.4 5.0 7.0 3.0 2.0 Instagram 9.0
14 U013 17 Female 7.0 7.0 10.0 7.0 1.0 YouTube 8.0
15 U014 39 Female 5.7 5.0 7.0 4.0 0.0 Facebook 8.0
16 U015 45 Male 6.3 7.0 7.0 4.0 3.0 X (Twitter) 9.0
17 U016 17 Female 5.1 7.0 6.0 2.0 5.0 LinkedIn 10.0
18 U017 36 Female 7.5 5.0 8.0 4.0 4.0 Facebook 7.0
19 U018 48 Male 5.4 6.0 4.0 3.0 4.0 TikTok 10.0
20 U019 27 Male 4.7 6.0 6.0 0.0 2.0 Instagram 9.0
21 U020 37 Male 7.1 6.0 6.0 5.0 4.0 TikTok 10.0
22 U021 40 Female 3.0 8.0 5.0 5.0 4.0 X (Twitter) 10.0
23 U022 42 Other 6.4 7.0 6.0 5.0 3.0 TikTok 10.0
24 U023 43 Male 3.6 8.0 5.0 3.0 1.0 Facebook 9.0
25 U024 31 Female 7.8 5.0 8.0 1.0 2.0 TikTok 7.0
26 U025 30 Male 5.0 6.0 6.0 0.0 5.0 X (Twitter) 8.0
27 U026 18 Other 5.7 6.0 7.0 3.0 2.0 X (Twitter) 8.0
28 U027 22 Female 6.2 5.0 8.0 5.0 0.0 X (Twitter) 6.0
29 U028 36 Female 2.0 8.0 4.0 5.0 0.0 Facebook 10.0
30 U029 24 Male 4.3 6.0 6.0 5.0 2.0 X (Twitter) 10.0
31 U030 33 Male 7.4 6.0 10.0 3.0 4.0 Instagram 8.0
32 U031 19 Male 7.1 5.0 8.0 5.0 2.0 X (Twitter) 9.0
33 U032 40 Male 6.0 6.0 7.0 5.0 4.0 TikTok 7.0
34 U033 29 Female 3.1 8.0 4.0 2.0 2.0 LinkedIn 10.0
35 U034 24 Female 6.6 6.0 7.0 4.0 0.0 TikTok 7.0
36 U035 41 Other 6.8 8.0 7.0 2.0 2.0 LinkedIn 9.0
37 U036 17 Other 5.6 6.0 7.0 4.0 3.0 TikTok 7.0
38 U037 35 Female 7.7 4.0 8.0 0.0 3.0 Facebook 8.0
39 U038 43 Female 4.3 8.0 4.0 1.0 1.0 TikTok 10.0
40 U039 22 Other 4.6 4.0 6.0 5.0 2.0 Facebook 9.0
41 U040 23 Female 1.0 9.0 5.0 5.0 7.0 Facebook 10.0
42 U041 29 Male 7.2 5.0 7.0 4.0 1.0 X (Twitter) 10.0
43 U042 32 Male 6.1 5.0 6.0 3.0 3.0 Instagram 7.0
44 U043 19 Male 2.5 9.0 3.0 0.0 0.0 LinkedIn 10.0
45 U044 17 Other 2.3 9.0 3.0 3.0 4.0 X (Twitter) 10.0
46 U045 21 Female 3.9 6.0 6.0 4.0 1.0 X (Twitter) 8.0
47 U046 19 Male 6.9 5.0 7.0 2.0 3.0 Facebook 9.0
48 U047 44 Female 5.0 4.0 7.0 2.0 1.0 Facebook 8.0
49 U048 33 Female 4.1 8.0 7.0 6.0 3.0 LinkedIn 9.0
50 U049 41 Male 3.7 8.0 6.0 3.0 1.0 TikTok 9.0
51 U050 49 Male 3.6 7.0 5.0 4.0 1.0 TikTok 9.0
52 U051 25 Female 2.0 9.0 4.0 5.0 3.0 X (Twitter) 10.0
53 U052 29 Female 3.3 7.0 5.0 1.0 2.0 YouTube 10.0
54 U053 46 Female 3.6 7.0 5.0 3.0 3.0 YouTube 10.0
55 U054 30 Female 6.7 6.0 8.0 6.0 2.0 TikTok 7.0
56 U055 23 Female 5.2 6.0 6.0 7.0 3.0 YouTube 8.0
57 U056 29 Female 4.0 7.0 3.0 3.0 3.0 TikTok 10.0
58 U057 38 Female 9.7 3.0 9.0 3.0 2.0 Facebook 4.0
59 U058 36 Female 4.3 7.0 6.0 4.0 1.0 X (Twitter) 9.0
60 U059 31 Male 7.6 5.0 10.0 3.0 2.0 Instagram 6.0
61 U060 33 Male 8.4 4.0 8.0 6.0 4.0 X (Twitter) 7.0
62 U061 39 Male 2.7 9.0 5.0 1.0 3.0 TikTok 10.0
63 U062 41 Female 5.6 6.0 7.0 2.0 1.0 TikTok 9.0
64 U063 40 Female 4.6 7.0 7.0 1.0 3.0 X (Twitter) 10.0
65 U064 44 Female 4.4 6.0 7.0 1.0 3.0 LinkedIn 9.0
66 U065 30 Male 6.5 4.0 9.0 4.0 3.0 TikTok 5.0
67 U066 16 Male 4.4 8.0 4.0 5.0 1.0 YouTube 10.0
68 U067 40 Male 4.6 7.0 6.0 2.0 1.0 YouTube 10.0
69 U068 22 Male 5.2 9.0 7.0 5.0 1.0 TikTok 10.0
70 U069 24 Female 4.8 6.0 7.0 5.0 2.0 TikTok 7.0
71 U070 39 Male 3.4 8.0 6.0 7.0 3.0 LinkedIn 10.0
72 U071 16 Male 6.9 5.0 8.0 3.0 3.0 YouTube 5.0
73 U072 23 Female 7.4 6.0 7.0 2.0 3.0 TikTok 8.0
74 U073 39 Male 6.1 5.0 5.0 1.0 5.0 TikTok 10.0
75 U074 26 Female 4.8 6.0 6.0 1.0 4.0 LinkedIn 8.0
76 U075 32 Female 4.2 8.0 8.0 5.0 2.0 LinkedIn 8.0
77 U076 23 Male 4.2 7.0 5.0 0.0 1.0 X (Twitter) 10.0
78 U077 48 Female 9.7 4.0 8.0 5.0 1.0 LinkedIn 5.0
79 U078 20 Female 7.2 6.0 9.0 1.0 2.0 Instagram 6.0
80 U079 43 Other 4.0 7.0 7.0 2.0 4.0 YouTube 9.0
81 U080 22 Male 5.8 6.0 8.0 3.0 2.0 X (Twitter) 7.0
82 U081 24 Female 4.8 6.0 7.0 2.0 2.0 Instagram 8.0
83 U082 23 Female 6.6 6.0 8.0 5.0 1.0 TikTok 8.0
84 U083 27 Male 6.5 7.0 9.0 7.0 2.0 TikTok 8.0
85 U084 49 Male 7.5 4.0 7.0 2.0 4.0 X (Twitter) 8.0
86 U085 48 Other 4.0 7.0 5.0 2.0 5.0 LinkedIn 10.0
87 U086 38 Female 5.7 5.0 6.0 3.0 2.0 TikTok 9.0
88 U087 39 Male 2.4 7.0 4.0 4.0 2.0 Facebook 10.0
89 U088 37 Female 3.2 8.0 7.0 3.0 1.0 X (Twitter) 10.0
90 U089 42 Male 7.1 3.0 8.0 6.0 5.0 Instagram 6.0
91 U090 16 Male 3.8 10.0 6.0 5.0 0.0 X (Twitter) 10.0
92 U091 29 Male 4.0 6.0 4.0 1.0 4.0 YouTube 9.0
93 U092 18 Male 5.5 6.0 6.0 4.0 2.0 LinkedIn 9.0
94 U093 16 Male 6.8 7.0 6.0 6.0 2.0 LinkedIn 9.0
95 U094 20 Male 3.6 7.0 7.0 2.0 1.0 X (Twitter) 8.0
96 U095 41 Female 1.0 7.0 5.0 2.0 6.0 TikTok 10.0
97 U096 29 Male 3.9 7.0 6.0 2.0 3.0 TikTok 10.0
98 U097 42 Male 7.7 4.0 7.0 2.0 3.0 Facebook 8.0
99 U098 24 Female 6.1 4.0 9.0 0.0 4.0 Facebook 6.0
100 U099 30 Female 7.9 5.0 8.0 0.0 2.0 LinkedIn 8.0
101 U100 30 Female 3.5 8.0 4.0 3.0 3.0 Facebook 10.0
102 U101 41 Male 2.5 9.0 4.0 6.0 3.0 Instagram 10.0
103 U102 28 Male 6.3 5.0 7.0 2.0 2.0 Facebook 7.0
104 U103 47 Male 5.9 4.0 7.0 2.0 4.0 Instagram 7.0
105 U104 47 Male 6.0 6.0 7.0 6.0 2.0 Facebook 9.0
106 U105 19 Male 7.2 5.0 6.0 1.0 0.0 LinkedIn 9.0
107 U106 45 Male 6.3 7.0 8.0 0.0 2.0 LinkedIn 6.0
108 U107 38 Male 6.2 7.0 7.0 1.0 3.0 Instagram 9.0
109 U108 30 Male 6.8 7.0 7.0 2.0 1.0 X (Twitter) 10.0
110 U109 44 Male 6.4 6.0 8.0 0.0 1.0 LinkedIn 7.0
111 U110 28 Male 7.0 6.0 6.0 3.0 2.0 X (Twitter) 8.0
112 U111 47 Male 7.3 4.0 6.0 5.0 4.0 TikTok 8.0
113 U112 22 Female 8.3 5.0 10.0 0.0 2.0 Instagram 6.0
114 U113 37 Female 4.3 6.0 8.0 3.0 5.0 LinkedIn 9.0
115 U114 43 Male 6.4 6.0 7.0 4.0 2.0 YouTube 7.0
116 U115 17 Female 4.8 7.0 6.0 3.0 3.0 TikTok 10.0
117 U116 21 Female 4.0 9.0 5.0 3.0 2.0 X (Twitter) 10.0
118 U117 43 Male 4.3 7.0 6.0 3.0 4.0 LinkedIn 9.0
119 U118 43 Female 6.4 6.0 7.0 1.0 1.0 Instagram 9.0
120 U119 35 Female 6.3 6.0 7.0 6.0 4.0 Facebook 9.0
121 U120 45 Male 6.2 5.0 8.0 5.0 3.0 YouTube 8.0
122 U121 26 Male 5.1 6.0 5.0 5.0 2.0 X (Twitter) 9.0
123 U122 43 Female 5.5 8.0 6.0 5.0 2.0 TikTok 10.0
124 U123 40 Female 7.0 4.0 6.0 0.0 5.0 Instagram 8.0
125 U124 48 Male 2.8 7.0 5.0 5.0 3.0 YouTube 10.0
126 U125 16 Male 5.5 7.0 7.0 4.0 1.0 Instagram 9.0
127 U126 42 Male 5.7 7.0 7.0 0.0 1.0 LinkedIn 9.0
128 U127 28 Female 6.9 5.0 8.0 3.0 3.0 Facebook 8.0
129 U128 18 Female 3.1 7.0 6.0 4.0 3.0 TikTok 9.0
130 U129 21 Male 8.2 5.0 7.0 6.0 4.0 Instagram 7.0
131 U130 23 Male 5.9 5.0 5.0 4.0 0.0 X (Twitter) 9.0
132 U131 42 Female 6.0 5.0 8.0 1.0 1.0 LinkedIn 7.0
133 U132 24 Male 4.8 8.0 4.0 6.0 4.0 LinkedIn 10.0
134 U133 48 Male 6.5 6.0 8.0 3.0 3.0 TikTok 8.0
135 U134 39 Female 5.6 8.0 6.0 2.0 3.0 LinkedIn 9.0
136 U135 30 Female 7.7 4.0 10.0 2.0 1.0 X (Twitter) 8.0
137 U136 47 Female 2.9 8.0 5.0 0.0 1.0 Instagram 10.0
138 U137 47 Female 5.8 6.0 7.0 3.0 4.0 TikTok 10.0
139 U138 39 Male 6.2 5.0 8.0 4.0 4.0 LinkedIn 7.0
140 U139 27 Male 5.2 7.0 5.0 2.0 1.0 LinkedIn 10.0
141 U140 17 Female 4.8 8.0 5.0 4.0 1.0 X (Twitter) 10.0
142 U141 18 Male 4.8 6.0 5.0 1.0 2.0 Facebook 10.0
143 U142 32 Male 5.8 6.0 6.0 3.0 1.0 Facebook 10.0
144 U143 17 Male 2.2 10.0 5.0 4.0 1.0 LinkedIn 10.0
145 U144 17 Male 7.2 7.0 8.0 3.0 1.0 Instagram 8.0
146 U145 43 Male 4.6 8.0 7.0 0.0 2.0 TikTok 9.0
147 U146 38 Male 5.7 7.0 5.0 2.0 1.0 LinkedIn 10.0
148 U147 47 Male 6.2 5.0 7.0 6.0 1.0 YouTube 9.0
149 U148 48 Male 4.6 7.0 5.0 2.0 3.0 TikTok 10.0
150 U149 16 Female 5.3 7.0 6.0 3.0 2.0 Facebook 10.0
151 U150 34 Female 1.8 9.0 7.0 3.0 3.0 LinkedIn 10.0
152 U151 17 Female 6.8 5.0 8.0 6.0 0.0 X (Twitter) 6.0
153 U152 41 Female 7.4 4.0 9.0 6.0 3.0 YouTube 5.0
154 U153 47 Female 2.4 7.0 7.0 5.0 6.0 LinkedIn 9.0
155 U154 21 Male 4.8 5.0 7.0 1.0 2.0 Instagram 8.0
156 U155 47 Female 3.3 8.0 5.0 4.0 4.0 YouTube 10.0
157 U156 19 Female 5.2 7.0 5.0 4.0 4.0 LinkedIn 10.0
158 U157 26 Female 6.7 5.0 7.0 2.0 4.0 Instagram 8.0
159 U158 32 Male 7.3 5.0 7.0 1.0 3.0 YouTube 8.0
160 U159 39 Male 7.5 5.0 6.0 6.0 3.0 Instagram 7.0
161 U160 20 Male 7.9 5.0 9.0 2.0 4.0 Instagram 5.0
162 U161 49 Male 5.1 5.0 7.0 6.0 3.0 YouTube 8.0
163 U162 21 Female 3.4 9.0 7.0 5.0 1.0 YouTube 8.0
164 U163 37 Female 5.3 7.0 6.0 4.0 0.0 Instagram 10.0
165 U164 26 Male 6.6 6.0 8.0 4.0 0.0 Facebook 8.0
166 U165 31 Other 3.3 9.0 5.0 0.0 2.0 YouTube 10.0
167 U166 48 Female 8.5 4.0 10.0 3.0 3.0 LinkedIn 8.0
168 U167 24 Male 7.1 6.0 8.0 6.0 1.0 TikTok 7.0
169 U168 21 Male 5.1 6.0 5.0 4.0 4.0 X (Twitter) 10.0
170 U169 31 Male 4.2 8.0 6.0 3.0 2.0 Instagram 10.0
171 U170 44 Male 4.3 8.0 6.0 6.0 2.0 Instagram 10.0
172 U171 18 Male 5.6 5.0 7.0 3.0 1.0 X (Twitter) 6.0
173 U172 35 Male 5.1 7.0 7.0 2.0 0.0 Facebook 7.0
174 U173 34 Male 7.2 6.0 6.0 3.0 3.0 X (Twitter) 8.0
175 U174 41 Male 4.9 7.0 5.0 5.0 5.0 YouTube 10.0
176 U175 18 Female 6.4 6.0 8.0 0.0 2.0 X (Twitter) 8.0
177 U176 34 Male 5.4 6.0 6.0 4.0 0.0 Instagram 10.0
178 U177 35 Female 6.0 7.0 7.0 5.0 4.0 X (Twitter) 8.0
179 U178 47 Male 5.1 7.0 4.0 2.0 0.0 TikTok 9.0
180 U179 22 Other 6.8 5.0 10.0 5.0 1.0 LinkedIn 7.0
181 U180 48 Male 6.8 4.0 7.0 4.0 2.0 YouTube 7.0
182 U181 33 Male 6.3 6.0 8.0 7.0 3.0 X (Twitter) 6.0
183 U182 16 Other 6.6 6.0 7.0 1.0 1.0 Instagram 8.0
184 U183 26 Female 3.8 10.0 6.0 5.0 2.0 LinkedIn 10.0
185 U184 43 Female 6.1 7.0 9.0 1.0 4.0 YouTube 7.0
186 U185 40 Male 7.7 3.0 9.0 0.0 4.0 Instagram 5.0
187 U186 38 Male 6.4 6.0 7.0 0.0 4.0 Facebook 8.0
188 U187 46 Female 3.6 9.0 5.0 4.0 5.0 TikTok 10.0
189 U188 45 Female 5.4 7.0 8.0 3.0 4.0 Facebook 7.0
190 U189 22 Female 6.2 6.0 9.0 2.0 2.0 TikTok 6.0
191 U190 31 Female 4.1 8.0 6.0 0.0 4.0 X (Twitter) 10.0
192 U191 41 Male 3.1 7.0 7.0 2.0 3.0 YouTube 9.0
193 U192 17 Female 4.9 7.0 6.0 3.0 3.0 X (Twitter) 10.0
194 U193 16 Male 4.2 7.0 7.0 5.0 3.0 TikTok 8.0
195 U194 27 Male 5.5 6.0 8.0 3.0 1.0 TikTok 7.0
196 U195 20 Male 2.6 9.0 4.0 4.0 1.0 TikTok 10.0
197 U196 47 Female 6.5 5.0 7.0 2.0 2.0 LinkedIn 8.0
198 U197 24 Male 4.4 8.0 7.0 6.0 3.0 Instagram 10.0
199 U198 34 Male 7.3 5.0 7.0 1.0 1.0 YouTube 6.0
200 U199 31 Female 5.0 7.0 5.0 2.0 3.0 X (Twitter) 10.0
201 U200 18 Male 5.5 5.0 6.0 2.0 6.0 X (Twitter) 9.0
202 U201 35 Female 5.2 7.0 6.0 4.0 0.0 Facebook 10.0
203 U202 39 Male 4.3 9.0 7.0 1.0 3.0 TikTok 9.0
204 U203 48 Female 10.0 3.0 10.0 3.0 2.0 TikTok 4.0
205 U204 39 Female 4.6 6.0 7.0 3.0 3.0 TikTok 6.0
206 U205 26 Male 7.3 5.0 8.0 2.0 2.0 X (Twitter) 7.0
207 U206 23 Male 3.5 9.0 5.0 4.0 2.0 Facebook 10.0
208 U207 35 Male 6.2 4.0 8.0 1.0 3.0 Instagram 7.0
209 U208 40 Male 6.4 5.0 8.0 1.0 2.0 LinkedIn 7.0
210 U209 40 Other 5.5 6.0 7.0 3.0 0.0 YouTube 9.0
211 U210 44 Male 4.5 6.0 6.0 0.0 2.0 Instagram 9.0
212 U211 33 Female 5.0 6.0 6.0 0.0 0.0 X (Twitter) 8.0
213 U212 33 Male 4.8 5.0 6.0 4.0 3.0 LinkedIn 9.0
214 U213 17 Female 9.8 4.0 9.0 5.0 0.0 LinkedIn 6.0
215 U214 31 Female 5.5 7.0 7.0 2.0 4.0 LinkedIn 9.0
216 U215 48 Female 6.4 4.0 6.0 2.0 3.0 TikTok 7.0
217 U216 19 Female 8.7 6.0 7.0 5.0 3.0 YouTube 10.0
218 U217 48 Male 3.9 9.0 5.0 1.0 0.0 X (Twitter) 10.0
219 U218 29 Male 5.6 6.0 6.0 0.0 2.0 X (Twitter) 8.0
220 U219 36 Female 5.0 8.0 6.0 4.0 4.0 LinkedIn 10.0
221 U220 35 Female 5.3 6.0 6.0 3.0 2.0 X (Twitter) 9.0
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224 U223 18 Female 5.9 8.0 6.0 0.0 2.0 Facebook 8.0
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226 U225 48 Male 7.3 5.0 9.0 4.0 4.0 Instagram 5.0
227 U226 27 Male 6.6 5.0 7.0 5.0 2.0 YouTube 7.0
228 U227 37 Female 4.6 9.0 6.0 3.0 2.0 YouTube 8.0
229 U228 37 Female 4.7 9.0 6.0 3.0 1.0 YouTube 10.0
230 U229 45 Female 6.0 8.0 7.0 2.0 3.0 Facebook 9.0
231 U230 23 Male 4.1 8.0 5.0 6.0 3.0 LinkedIn 10.0
232 U231 42 Female 8.8 4.0 8.0 1.0 1.0 LinkedIn 6.0
233 U232 42 Male 6.1 7.0 6.0 4.0 0.0 X (Twitter) 8.0
234 U233 49 Male 6.2 6.0 8.0 1.0 3.0 LinkedIn 8.0
235 U234 36 Male 6.7 7.0 7.0 4.0 2.0 TikTok 8.0
236 U235 45 Female 4.5 8.0 6.0 1.0 3.0 Facebook 10.0
237 U236 48 Female 7.5 4.0 9.0 4.0 5.0 YouTube 5.0
238 U237 43 Female 5.7 7.0 7.0 3.0 2.0 LinkedIn 9.0
239 U238 48 Male 7.2 6.0 8.0 6.0 2.0 Facebook 9.0
240 U239 20 Female 5.1 4.0 5.0 2.0 1.0 LinkedIn 9.0
241 U240 34 Male 7.9 6.0 8.0 4.0 2.0 Instagram 7.0
242 U241 19 Female 6.2 5.0 7.0 1.0 3.0 YouTube 8.0
243 U242 32 Male 9.4 3.0 9.0 2.0 3.0 Instagram 5.0
244 U243 43 Male 4.8 6.0 5.0 3.0 5.0 YouTube 10.0
245 U244 45 Male 5.9 6.0 8.0 0.0 3.0 Facebook 7.0
246 U245 44 Male 3.6 8.0 5.0 0.0 2.0 X (Twitter) 10.0
247 U246 21 Female 4.5 6.0 6.0 4.0 1.0 LinkedIn 9.0
248 U247 39 Female 6.6 6.0 7.0 3.0 3.0 LinkedIn 7.0
249 U248 44 Male 7.5 6.0 9.0 2.0 1.0 TikTok 6.0
250 U249 46 Female 10.8 5.0 10.0 2.0 3.0 Instagram 4.0
251 U250 48 Male 5.3 5.0 5.0 2.0 3.0 LinkedIn 8.0
252 U251 36 Female 3.8 7.0 5.0 3.0 2.0 Facebook 9.0
253 U252 47 Female 6.9 6.0 8.0 4.0 2.0 X (Twitter) 8.0
254 U253 38 Female 3.5 9.0 4.0 0.0 0.0 Facebook 10.0
255 U254 48 Male 6.5 5.0 8.0 6.0 4.0 Instagram 8.0
256 U255 18 Female 4.6 8.0 7.0 6.0 3.0 TikTok 9.0
257 U256 33 Female 5.9 4.0 7.0 0.0 3.0 LinkedIn 5.0
258 U257 40 Male 7.5 4.0 8.0 5.0 0.0 Facebook 7.0
259 U258 46 Male 5.3 7.0 8.0 5.0 5.0 YouTube 9.0
260 U259 18 Female 7.2 4.0 7.0 3.0 2.0 X (Twitter) 6.0
261 U260 39 Female 7.1 4.0 8.0 0.0 2.0 Facebook 7.0
262 U261 47 Female 2.1 8.0 4.0 5.0 1.0 X (Twitter) 10.0
263 U262 37 Female 3.9 8.0 6.0 3.0 0.0 LinkedIn 10.0
264 U263 38 Female 2.7 6.0 3.0 4.0 4.0 YouTube 10.0
265 U264 17 Male 9.1 4.0 9.0 7.0 4.0 TikTok 4.0
266 U265 42 Male 5.3 7.0 7.0 4.0 2.0 TikTok 8.0
267 U266 17 Male 8.7 4.0 8.0 1.0 1.0 YouTube 7.0
268 U267 41 Female 2.6 8.0 4.0 2.0 2.0 X (Twitter) 10.0
269 U268 32 Male 4.5 7.0 6.0 1.0 2.0 LinkedIn 8.0
270 U269 48 Female 6.9 5.0 9.0 4.0 1.0 Facebook 6.0
271 U270 24 Female 5.8 8.0 6.0 1.0 2.0 YouTube 10.0
272 U271 44 Female 6.5 5.0 6.0 2.0 3.0 Instagram 8.0
273 U272 41 Male 3.2 8.0 6.0 0.0 4.0 X (Twitter) 10.0
274 U273 40 Female 8.0 5.0 8.0 3.0 3.0 TikTok 6.0
275 U274 39 Male 6.9 5.0 7.0 3.0 0.0 YouTube 9.0
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277 U276 22 Male 4.3 7.0 5.0 4.0 2.0 X (Twitter) 10.0
278 U277 35 Male 6.1 7.0 8.0 3.0 5.0 TikTok 9.0
279 U278 16 Female 5.0 7.0 6.0 1.0 5.0 YouTube 10.0
280 U279 23 Male 2.5 9.0 5.0 7.0 5.0 X (Twitter) 10.0
281 U280 31 Male 5.4 5.0 8.0 5.0 2.0 Instagram 7.0
282 U281 29 Female 5.2 7.0 6.0 1.0 5.0 YouTube 10.0
283 U282 27 Female 7.4 4.0 9.0 5.0 3.0 Facebook 5.0
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285 U284 30 Female 5.9 6.0 9.0 3.0 2.0 YouTube 7.0
286 U285 43 Female 3.4 7.0 7.0 4.0 2.0 X (Twitter) 10.0
287 U286 49 Male 6.1 5.0 6.0 4.0 3.0 LinkedIn 9.0
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289 U288 47 Male 5.3 6.0 6.0 3.0 4.0 Instagram 9.0
290 U289 38 Female 7.0 4.0 8.0 3.0 2.0 Instagram 6.0
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298 U297 23 Female 5.0 5.0 7.0 2.0 4.0 Instagram 8.0
299 U298 20 Male 7.7 4.0 8.0 5.0 0.0 YouTube 5.0
300 U299 19 Female 6.7 6.0 5.0 4.0 2.0 Facebook 9.0
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309 U308 34 Male 7.8 5.0 9.0 2.0 2.0 YouTube 6.0
310 U309 43 Female 5.0 5.0 6.0 0.0 4.0 Facebook 8.0
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316 U315 16 Female 5.3 6.0 6.0 6.0 0.0 Facebook 9.0
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320 U319 40 Female 4.4 8.0 7.0 4.0 5.0 LinkedIn 8.0
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336 U335 20 Male 6.5 7.0 7.0 4.0 1.0 LinkedIn 7.0
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340 U339 41 Male 7.2 5.0 10.0 7.0 3.0 LinkedIn 7.0
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344 U343 38 Female 5.9 7.0 7.0 1.0 1.0 Instagram 8.0
345 U344 25 Male 6.3 5.0 9.0 5.0 4.0 Facebook 8.0
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347 U346 49 Male 6.7 6.0 8.0 1.0 4.0 Instagram 8.0
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351 U350 47 Male 6.0 6.0 7.0 3.0 2.0 Instagram 8.0
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355 U354 31 Male 8.1 5.0 9.0 2.0 2.0 Instagram 6.0
356 U355 39 Female 6.5 5.0 5.0 5.0 0.0 Instagram 10.0
357 U356 31 Male 6.1 6.0 6.0 2.0 2.0 X (Twitter) 8.0
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361 U360 42 Male 6.5 5.0 7.0 1.0 2.0 Instagram 8.0
362 U361 35 Female 6.8 4.0 9.0 3.0 0.0 X (Twitter) 7.0
363 U362 39 Female 6.6 6.0 7.0 3.0 1.0 Instagram 7.0
364 U363 27 Male 7.8 5.0 8.0 0.0 4.0 TikTok 6.0
365 U364 48 Female 5.0 8.0 6.0 5.0 0.0 LinkedIn 10.0
366 U365 48 Male 5.7 7.0 7.0 1.0 3.0 Facebook 9.0
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368 U367 18 Male 3.2 9.0 5.0 1.0 3.0 Instagram 10.0
369 U368 16 Male 2.5 8.0 4.0 4.0 4.0 YouTube 10.0
370 U369 48 Female 3.9 6.0 5.0 0.0 2.0 LinkedIn 10.0
371 U370 25 Male 8.3 5.0 8.0 4.0 2.0 Facebook 7.0
372 U371 44 Male 2.7 9.0 5.0 5.0 1.0 TikTok 10.0
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379 U378 41 Male 8.3 4.0 10.0 3.0 1.0 X (Twitter) 6.0
380 U379 23 Male 1.5 9.0 3.0 2.0 3.0 TikTok 10.0
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393 U392 24 Male 6.5 7.0 6.0 1.0 1.0 LinkedIn 7.0
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395 U394 33 Female 6.2 6.0 7.0 4.0 1.0 Facebook 9.0
396 U395 47 Female 5.2 7.0 7.0 3.0 2.0 Facebook 9.0
397 U396 39 Female 6.5 5.0 7.0 2.0 2.0 Instagram 8.0
398 U397 38 Male 5.4 8.0 9.0 5.0 3.0 X (Twitter) 8.0
399 U398 47 Female 3.8 8.0 4.0 2.0 4.0 LinkedIn 10.0
400 U399 27 Male 3.9 7.0 5.0 0.0 4.0 YouTube 10.0
401 U400 28 Male 3.7 8.0 5.0 4.0 3.0 YouTube 10.0
402 U401 38 Female 7.2 5.0 8.0 1.0 2.0 YouTube 9.0
403 U402 40 Male 4.4 7.0 5.0 4.0 0.0 YouTube 10.0
404 U403 45 Male 2.1 10.0 5.0 6.0 1.0 Facebook 10.0
405 U404 32 Male 6.2 6.0 8.0 4.0 5.0 YouTube 7.0
406 U405 35 Male 8.2 4.0 9.0 5.0 0.0 X (Twitter) 6.0
407 U406 40 Male 6.9 3.0 8.0 7.0 1.0 Facebook 6.0
408 U407 37 Female 4.4 7.0 6.0 5.0 4.0 YouTube 10.0
409 U408 28 Male 2.6 10.0 3.0 4.0 3.0 Instagram 10.0
410 U409 34 Female 5.3 6.0 6.0 6.0 4.0 TikTok 8.0
411 U410 27 Female 5.2 4.0 7.0 7.0 3.0 TikTok 9.0
412 U411 34 Male 3.8 7.0 6.0 7.0 5.0 TikTok 10.0
413 U412 27 Male 6.5 7.0 7.0 2.0 3.0 Facebook 10.0
414 U413 24 Male 8.8 5.0 9.0 0.0 3.0 YouTube 6.0
415 U414 22 Female 5.9 5.0 6.0 2.0 1.0 LinkedIn 9.0
416 U415 43 Male 5.8 6.0 7.0 4.0 3.0 LinkedIn 9.0
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418 U417 46 Male 8.0 4.0 8.0 3.0 2.0 Facebook 9.0
419 U418 34 Female 5.4 4.0 5.0 4.0 4.0 X (Twitter) 10.0
420 U419 31 Male 4.5 8.0 5.0 0.0 4.0 Instagram 10.0
421 U420 20 Male 5.6 8.0 8.0 3.0 5.0 Instagram 8.0
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425 U424 38 Female 6.2 7.0 6.0 6.0 5.0 LinkedIn 10.0
426 U425 31 Female 5.0 7.0 6.0 3.0 4.0 TikTok 10.0
427 U426 29 Female 6.2 6.0 9.0 2.0 1.0 YouTube 8.0
428 U427 46 Female 6.4 6.0 8.0 5.0 4.0 X (Twitter) 8.0
429 U428 20 Male 3.2 7.0 5.0 5.0 1.0 X (Twitter) 9.0
430 U429 38 Male 7.6 6.0 9.0 4.0 3.0 X (Twitter) 8.0
431 U430 44 Male 5.0 6.0 5.0 3.0 1.0 X (Twitter) 10.0
432 U431 26 Female 5.0 6.0 6.0 3.0 1.0 TikTok 10.0
433 U432 33 Female 6.9 6.0 7.0 0.0 4.0 Instagram 7.0
434 U433 27 Male 6.8 5.0 8.0 5.0 4.0 TikTok 7.0
435 U434 24 Male 4.2 8.0 7.0 5.0 3.0 X (Twitter) 7.0
436 U435 25 Female 6.9 7.0 7.0 0.0 2.0 TikTok 9.0
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440 U439 24 Male 5.9 7.0 6.0 1.0 2.0 Instagram 8.0
441 U440 42 Male 4.1 6.0 6.0 4.0 2.0 Facebook 9.0
442 U441 17 Female 9.5 4.0 9.0 2.0 2.0 YouTube 4.0
443 U442 20 Male 3.3 8.0 4.0 7.0 2.0 TikTok 10.0
444 U443 44 Female 6.4 5.0 6.0 5.0 3.0 YouTube 6.0
445 U444 34 Male 4.2 8.0 4.0 4.0 2.0 TikTok 10.0
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447 U446 16 Female 6.3 6.0 7.0 6.0 0.0 Facebook 8.0
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470 U469 40 Male 4.1 6.0 7.0 1.0 2.0 Facebook 10.0
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472 U471 21 Male 4.4 5.0 6.0 4.0 3.0 YouTube 7.0
473 U472 47 Female 6.8 5.0 4.0 3.0 1.0 Instagram 10.0
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475 U474 31 Female 5.7 7.0 5.0 3.0 5.0 Instagram 10.0
476 U475 36 Female 6.3 7.0 7.0 3.0 4.0 TikTok 8.0
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479 U478 35 Male 3.3 9.0 6.0 4.0 4.0 YouTube 10.0
480 U479 33 Male 6.8 6.0 8.0 2.0 1.0 TikTok 9.0
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488 U487 26 Male 3.9 8.0 5.0 2.0 3.0 Instagram 10.0
489 U488 27 Female 5.6 7.0 7.0 5.0 2.0 Facebook 8.0
490 U489 25 Female 8.4 5.0 9.0 1.0 3.0 Facebook 7.0
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495 U494 39 Female 3.0 7.0 2.0 1.0 0.0 Facebook 10.0
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8
proposal.md
View File

@@ -5,9 +5,11 @@ argument.
## Overarching Question
How does time spent on social media affect happiness?
### What central question are you interested in exploring? Why are you interested in exploring this question?
The central question I am interested in is I’m interested in this question because social media is a major part of daily life, especially for young people. Some say it helps them connect with others, while others say it makes them feel less satisfied or distracted. I’m curious about this topic because I use social media every day and often wonder if the amount of time I spend online affects how happy I feel. I want to explore whether people who spend more time on social media report lower levels of happiness.
The central question I am interested in is I’m interested in this question because social media is a major part of daily life, especially for young people. Some say it helps them connect with others, while others say it makes them feel less satisfied or distracted. I’m curious about this topic because I use social media every day and often wonder if the amount of time I spend online affects how happy I feel. I aim to investigate whether individuals who spend more time on social media report lower levels of happiness.
### What specific research questions will you investigate?
@@ -21,11 +23,11 @@ Does age or gender affect how social media use relates to happiness?
### What data set will you use to answer your overarching question?
Dataset name: Mental Health & Solcial Media Balance Dataset
Dataset name: Mental Health & Social Media Balance Dataset
Data source: Kaggle (public dataset)
About the data: The dataset includes information about how many hours people spend on social media each day, their reported happiness levels, and demographic details such as age and gender.
About the data: The dataset includes information on the number of hours people spend on social media each day, their reported happiness levels, and demographic details such as age and gender.
### Where is this data from?