project_argument/Mental_Health_and_Social_Media_Balance_Dataset.csv at 9af355b539bf5ac3f796132e96333952f4dc9f6b

Files

angelotr 9af355b539 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.

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.

2025-11-04 14:24:09 -05:00

23 KiB

Raw Blame History

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
296	U295	30	Female	1.7	9.0	4.0	3.0	6.0	TikTok	10.0
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
333	U332	43	Female	4.3	6.0	3.0	3.0	2.0	TikTok	10.0
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
342	U341	48	Male	4.7	6.0	7.0	3.0	0.0	Instagram	8.0
343	U342	45	Female	5.6	6.0	6.0	1.0	3.0	LinkedIn	7.0
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
348	U347	46	Other	3.5	7.0	6.0	1.0	2.0	YouTube	10.0
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
352	U351	16	Other	7.3	5.0	9.0	0.0	2.0	Instagram	8.0
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
358	U357	17	Female	2.5	9.0	4.0	5.0	4.0	YouTube	10.0
359	U358	43	Male	3.8	8.0	5.0	4.0	1.0	LinkedIn	10.0
360	U359	47	Male	7.4	6.0	7.0	5.0	2.0	LinkedIn	7.0
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
367	U366	27	Female	3.6	8.0	5.0	2.0	1.0	TikTok	10.0
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
373	U372	28	Female	5.0	7.0	5.0	4.0	0.0	LinkedIn	9.0
374	U373	27	Other	3.2	9.0	6.0	4.0	5.0	X (Twitter)	10.0
375	U374	46	Male	4.4	7.0	7.0	5.0	1.0	YouTube	8.0
376	U375	17	Male	5.8	6.0	7.0	1.0	5.0	TikTok	9.0
377	U376	38	Female	4.2	8.0	5.0	6.0	1.0	X (Twitter)	10.0
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
381	U380	44	Female	4.3	8.0	7.0	4.0	2.0	TikTok	10.0
382	U381	41	Female	5.6	6.0	7.0	2.0	2.0	Instagram	9.0
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
385	U384	49	Male	5.5	7.0	5.0	5.0	0.0	Instagram	10.0
386	U385	22	Female	3.4	8.0	6.0	4.0	4.0	X (Twitter)	10.0
387	U386	19	Male	2.7	8.0	5.0	2.0	1.0	LinkedIn	9.0
388	U387	26	Male	8.1	5.0	7.0	2.0	3.0	Instagram	7.0
389	U388	44	Female	2.2	9.0	4.0	4.0	4.0	YouTube	10.0
390	U389	40	Male	9.7	4.0	10.0	2.0	2.0	TikTok	6.0
391	U390	36	Female	6.8	5.0	8.0	3.0	4.0	YouTube	8.0
392	U391	25	Male	6.7	7.0	7.0	5.0	3.0	LinkedIn	8.0
393	U392	24	Male	6.5	7.0	6.0	1.0	1.0	LinkedIn	7.0
394	U393	39	Male	5.0	5.0	6.0	4.0	5.0	Facebook	8.0
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
417	U416	29	Female	3.8	7.0	6.0	3.0	2.0	LinkedIn	8.0
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
422	U421	27	Other	6.3	4.0	9.0	5.0	5.0	TikTok	6.0
423	U422	40	Female	5.8	7.0	8.0	4.0	4.0	TikTok	8.0
424	U423	36	Male	7.7	5.0	8.0	4.0	0.0	LinkedIn	8.0
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
437	U436	32	Other	4.5	8.0	5.0	5.0	0.0	X (Twitter)	10.0
438	U437	22	Female	8.8	2.0	9.0	4.0	2.0	Facebook	7.0
439	U438	28	Male	4.0	7.0	5.0	1.0	3.0	LinkedIn	9.0
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
446	U445	23	Female	4.9	7.0	7.0	4.0	5.0	LinkedIn	7.0
447	U446	16	Female	6.3	6.0	7.0	6.0	0.0	Facebook	8.0
448	U447	37	Female	7.7	4.0	8.0	5.0	2.0	LinkedIn	8.0
449	U448	32	Male	8.4	5.0	9.0	4.0	1.0	X (Twitter)	7.0
450	U449	22	Male	2.7	6.0	6.0	1.0	3.0	LinkedIn	8.0
451	U450	40	Male	6.0	4.0	6.0	9.0	3.0	LinkedIn	8.0
452	U451	19	Female	8.1	5.0	9.0	1.0	5.0	X (Twitter)	7.0
453	U452	21	Female	2.5	9.0	3.0	2.0	5.0	TikTok	10.0
454	U453	46	Female	6.1	6.0	8.0	0.0	1.0	X (Twitter)	6.0
455	U454	34	Female	5.5	6.0	5.0	4.0	3.0	Facebook	10.0
456	U455	42	Female	6.2	6.0	6.0	3.0	3.0	LinkedIn	6.0
457	U456	25	Male	4.1	6.0	5.0	5.0	1.0	X (Twitter)	9.0
458	U457	41	Female	2.9	8.0	3.0	0.0	3.0	LinkedIn	10.0
459	U458	34	Male	2.1	9.0	4.0	5.0	2.0	Facebook	10.0
460	U459	18	Male	7.3	5.0	8.0	1.0	1.0	YouTube	7.0
461	U460	28	Female	7.5	6.0	8.0	3.0	2.0	Facebook	6.0
462	U461	43	Male	6.0	6.0	5.0	5.0	1.0	Instagram	9.0
463	U462	35	Male	4.5	7.0	8.0	4.0	4.0	Instagram	8.0
464	U463	43	Female	2.6	9.0	5.0	4.0	5.0	Instagram	10.0
465	U464	23	Male	6.5	5.0	10.0	5.0	3.0	LinkedIn	5.0
466	U465	16	Female	3.5	8.0	5.0	4.0	3.0	TikTok	10.0
467	U466	18	Male	4.2	7.0	7.0	2.0	3.0	TikTok	10.0
468	U467	28	Male	4.4	7.0	7.0	3.0	4.0	TikTok	8.0
469	U468	43	Male	5.1	6.0	6.0	3.0	4.0	LinkedIn	9.0
470	U469	40	Male	4.1	6.0	7.0	1.0	2.0	Facebook	10.0
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

23 KiB Raw Blame History

23 KiB

Raw Blame History