Payers are the minority, so a random split could put too few of them in the test. Split with train_test_split (test_size=0.25, random_state=1, stratify on paid_flag) using videos_watched as input.
Store [payers in the training part, payers in the test part] in result.
import io
import pandas as pd
trials = pd.read_csv(io.StringIO("""user_id,videos_watched,quiz_score,days_active,city_tier,paid
1,4,59,3,3,No
2,11,62,10,2,No
3,7,45,4,3,No
4,5,68,5,2,No
5,10,92,6,3,No
6,3,74,5,2,No
7,6,75,2,2,No
8,19,61,10,2,Yes
9,19,61,14,2,Yes
10,9,44,6,1,No
11,10,58,8,1,No
12,3,26,2,1,No
13,12,64,8,3,No
14,9,56,9,3,No
15,17,36,9,1,No
16,13,57,10,2,No
17,8,56,9,3,No
18,5,54,4,3,No
19,18,46,13,2,No
20,13,34,7,1,Yes
21,2,50,2,2,Yes
22,9,15,8,1,No
23,3,64,1,1,No
24,13,48,12,1,No
25,10,52,14,1,No
26,0,76,1,1,No
27,13,42,12,1,Yes
28,5,62,4,1,No
29,20,46,14,2,Yes
30,1,60,1,2,No
31,14,66,11,1,No
32,6,41,11,3,No
33,13,56,12,1,Yes
34,1,52,1,1,No
35,6,85,9,3,No
36,6,60,5,1,No
37,14,33,10,2,No
38,1,43,4,3,No
39,15,48,13,1,No
40,7,38,6,3,No
41,14,43,13,2,No
42,4,37,4,2,No
43,7,64,11,1,No
44,20,47,11,2,No
45,2,41,1,1,No
46,12,83,12,2,No
47,3,56,2,2,No
48,15,41,11,3,No
49,9,39,9,2,No
50,19,50,13,1,Yes
51,9,53,14,1,Yes
52,7,95,13,1,Yes
53,16,29,8,2,No
54,8,71,9,1,No
55,13,38,11,2,No
56,2,67,1,1,No
57,6,71,6,2,No
58,6,40,4,3,No
59,2,65,2,1,No
60,14,58,11,1,No
61,2,47,3,2,No
62,2,37,1,1,No
63,5,84,4,2,No
64,2,67,2,1,No
65,0,27,2,1,No
66,9,49,8,2,No
67,6,73,13,1,No
68,8,55,9,1,No
69,4,94,3,2,No
70,6,62,6,1,No
71,5,73,1,1,No
72,14,37,12,3,No
73,9,78,7,2,No
74,20,53,13,2,Yes
75,12,67,7,1,Yes
76,11,57,9,2,No
77,10,64,6,1,Yes
78,4,39,8,3,No
79,5,64,4,1,No
80,2,56,3,2,No
81,3,68,5,1,No
82,15,49,8,3,No
83,10,58,6,2,No
84,22,35,14,2,No
85,6,33,8,3,No
86,3,60,2,2,No
87,2,100,10,2,No
88,12,54,10,1,No
89,11,54,12,2,Yes
90,3,46,5,3,No
91,16,96,14,1,Yes
92,5,68,9,3,No
93,16,49,10,1,Yes
94,14,26,12,3,No
95,17,79,11,2,No
96,6,52,6,2,No
97,2,38,1,3,No
98,11,42,10,1,No
99,6,57,8,1,Yes
100,7,58,9,2,No
101,19,63,14,2,Yes
102,11,46,9,2,Yes
103,1,48,5,1,No
104,4,26,2,1,No
105,0,38,1,3,No
106,12,65,13,1,No
107,6,63,5,2,No
108,8,23,12,3,No
109,10,43,10,2,No
110,12,45,7,1,No
111,16,88,11,2,Yes
112,10,63,14,1,No
113,17,72,14,3,Yes
114,11,57,7,3,No
115,12,61,10,1,No
116,22,45,14,3,Yes
117,6,82,9,1,No
118,21,58,12,1,Yes
119,5,80,9,3,No
120,1,59,6,1,No
121,9,48,9,2,No
122,2,44,9,1,No
123,10,57,10,2,No
124,2,78,2,3,No
125,3,88,2,2,No
126,13,93,14,1,Yes
127,18,42,12,2,Yes
128,7,80,7,3,No
129,14,66,13,2,No
130,5,36,7,2,No
131,10,81,6,1,No
132,8,37,9,2,No
133,10,70,7,1,No
134,11,53,7,2,No
135,8,72,10,3,No
136,13,79,8,2,No
137,14,42,12,3,No
138,16,55,9,1,No
139,9,38,13,1,No
140,14,84,9,1,Yes
141,6,48,4,3,No
142,9,11,7,3,No
143,7,62,10,2,No
144,4,74,3,2,No
145,3,47,11,3,No
146,5,36,3,2,No
147,8,62,10,1,No
148,15,31,10,2,No
149,8,46,5,2,Yes
150,4,91,3,2,No
151,12,84,8,1,Yes
152,1,56,5,1,No
153,16,26,8,3,No
154,7,60,11,3,No
155,8,38,8,1,No
156,19,57,14,1,No
157,4,68,5,2,No
158,9,53,14,1,No
159,2,54,5,2,No
160,8,88,6,1,No
161,8,76,14,2,Yes
162,16,61,13,2,No
163,2,40,3,3,No
164,4,70,1,1,No
165,23,48,14,1,Yes
166,7,48,5,2,No
167,5,54,1,1,No
168,10,60,13,2,No
169,14,56,11,1,No
170,7,59,6,3,No
171,0,80,1,1,No
172,3,40,1,1,No
173,5,50,2,2,No
174,20,63,13,1,Yes
175,5,26,6,2,No
176,7,47,14,1,Yes
177,8,74,10,1,No
178,2,14,11,1,No
179,20,90,11,1,Yes
180,6,67,7,1,No
181,13,66,10,2,Yes
182,5,39,6,2,No
183,25,67,14,1,Yes
184,13,44,13,1,No
185,8,47,6,1,Yes
186,3,51,1,2,No
187,8,72,6,3,No
188,12,77,6,1,No
189,6,52,8,1,No
190,10,32,12,1,No
191,14,47,8,1,No
192,2,44,1,1,No
193,6,71,7,1,No
194,8,46,11,2,No
195,20,70,12,1,Yes
196,14,13,11,2,Yes
197,3,36,12,2,No
198,3,72,2,1,No
199,15,51,10,2,No
200,1,66,4,1,No"""))Store your final answer in a variable named result.
Each hint gives a little more help. Try on your own first.
Run your code to see the output here.