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insurance.csv
1 | age | sex | bmi | children | smoker | region | expenses |
---|---|---|---|---|---|---|---|
2 | 19 | female | 27.9 | 0 | yes | southwest | 16884.92 |
3 | 18 | male | 33.8 | 1 | no | southeast | 1725.55 |
4 | 28 | male | 33 | 3 | no | southeast | 4449.46 |
5 | 33 | male | 22.7 | 0 | no | northwest | 21984.47 |
6 | 32 | male | 28.9 | 0 | no | northwest | 3866.86 |
7 | 31 | female | 25.7 | 0 | no | southeast | 3756.62 |
8 | 46 | female | 33.4 | 1 | no | southeast | 8240.59 |
9 | 37 | female | 27.7 | 3 | no | northwest | 7281.51 |
10 | 37 | male | 29.8 | 2 | no | northeast | 6406.41 |
11 | 60 | female | 25.8 | 0 | no | northwest | 28923.14 |
12 | 25 | male | 26.2 | 0 | no | northeast | 2721.32 |
13 | 62 | female | 26.3 | 0 | yes | southeast | 27808.73 |
14 | 23 | male | 34.4 | 0 | no | southwest | 1826.84 |
15 | 56 | female | 39.8 | 0 | no | southeast | 11090.72 |
16 | 27 | male | 42.1 | 0 | yes | southeast | 39611.76 |
17 | 19 | male | 24.6 | 1 | no | southwest | 1837.24 |
18 | 52 | female | 30.8 | 1 | no | northeast | 10797.34 |
19 | 23 | male | 23.8 | 0 | no | northeast | 2395.17 |
20 | 56 | male | 40.3 | 0 | no | southwest | 10602.39 |
21 | 30 | male | 35.3 | 0 | yes | southwest | 36837.47 |
22 | 60 | female | 36 | 0 | no | northeast | 13228.85 |
23 | 30 | female | 32.4 | 1 | no | southwest | 4149.74 |
24 | 18 | male | 34.1 | 0 | no | southeast | 1137.01 |
25 | 34 | female | 31.9 | 1 | yes | northeast | 37701.88 |
26 | 37 | male | 28 | 2 | no | northwest | 6203.9 |
27 | 59 | female | 27.7 | 3 | no | southeast | 14001.13 |
28 | 63 | female | 23.1 | 0 | no | northeast | 14451.84 |
29 | 55 | female | 32.8 | 2 | no | northwest | 12268.63 |
30 | 23 | male | 17.4 | 1 | no | northwest | 2775.19 |
31 | 31 | male | 36.3 | 2 | yes | southwest | 38711 |
32 | 22 | male | 35.6 | 0 | yes | southwest | 35585.58 |
33 | 18 | female | 26.3 | 0 | no | northeast | 2198.19 |
34 | 19 | female | 28.6 | 5 | no | southwest | 4687.8 |
35 | 63 | male | 28.3 | 0 | no | northwest | 13770.1 |
36 | 28 | male | 36.4 | 1 | yes | southwest | 51194.56 |
37 | 19 | male | 20.4 | 0 | no | northwest | 1625.43 |
38 | 62 | female | 33 | 3 | no | northwest | 15612.19 |
39 | 26 | male | 20.8 | 0 | no | southwest | 2302.3 |
40 | 35 | male | 36.7 | 1 | yes | northeast | 39774.28 |
41 | 60 | male | 39.9 | 0 | yes | southwest | 48173.36 |
42 | 24 | female | 26.6 | 0 | no | northeast | 3046.06 |
43 | 31 | female | 36.6 | 2 | no | southeast | 4949.76 |
44 | 41 | male | 21.8 | 1 | no | southeast | 6272.48 |
45 | 37 | female | 30.8 | 2 | no | southeast | 6313.76 |
46 | 38 | male | 37.1 | 1 | no | northeast | 6079.67 |
47 | 55 | male | 37.3 | 0 | no | southwest | 20630.28 |
48 | 18 | female | 38.7 | 2 | no | northeast | 3393.36 |
49 | 28 | female | 34.8 | 0 | no | northwest | 3556.92 |
50 | 60 | female | 24.5 | 0 | no | southeast | 12629.9 |
51 | 36 | male | 35.2 | 1 | yes | southeast | 38709.18 |
52 | 18 | female | 35.6 | 0 | no | northeast | 2211.13 |
53 | 21 | female | 33.6 | 2 | no | northwest | 3579.83 |
54 | 48 | male | 28 | 1 | yes | southwest | 23568.27 |
55 | 36 | male | 34.4 | 0 | yes | southeast | 37742.58 |
56 | 40 | female | 28.7 | 3 | no | northwest | 8059.68 |
57 | 58 | male | 37 | 2 | yes | northwest | 47496.49 |
58 | 58 | female | 31.8 | 2 | no | northeast | 13607.37 |
59 | 18 | male | 31.7 | 2 | yes | southeast | 34303.17 |
60 | 53 | female | 22.9 | 1 | yes | southeast | 23244.79 |
61 | 34 | female | 37.3 | 2 | no | northwest | 5989.52 |
62 | 43 | male | 27.4 | 3 | no | northeast | 8606.22 |
63 | 25 | male | 33.7 | 4 | no | southeast | 4504.66 |
64 | 64 | male | 24.7 | 1 | no | northwest | 30166.62 |
65 | 28 | female | 25.9 | 1 | no | northwest | 4133.64 |
66 | 20 | female | 22.4 | 0 | yes | northwest | 14711.74 |
67 | 19 | female | 28.9 | 0 | no | southwest | 1743.21 |
68 | 61 | female | 39.1 | 2 | no | southwest | 14235.07 |
69 | 40 | male | 26.3 | 1 | no | northwest | 6389.38 |
70 | 40 | female | 36.2 | 0 | no | southeast | 5920.1 |
71 | 28 | male | 24 | 3 | yes | southeast | 17663.14 |
72 | 27 | female | 24.8 | 0 | yes | southeast | 16577.78 |
73 | 31 | male | 28.5 | 5 | no | northeast | 6799.46 |
74 | 53 | female | 28.1 | 3 | no | southwest | 11741.73 |
75 | 58 | male | 32 | 1 | no | southeast | 11946.63 |
76 | 44 | male | 27.4 | 2 | no | southwest | 7726.85 |
77 | 57 | male | 34 | 0 | no | northwest | 11356.66 |
78 | 29 | female | 29.6 | 1 | no | southeast | 3947.41 |
79 | 21 | male | 35.5 | 0 | no | southeast | 1532.47 |
80 | 22 | female | 39.8 | 0 | no | northeast | 2755.02 |
81 | 41 | female | 33 | 0 | no | northwest | 6571.02 |
82 | 31 | male | 26.9 | 1 | no | northeast | 4441.21 |
83 | 45 | female | 38.3 | 0 | no | northeast | 7935.29 |
84 | 22 | male | 37.6 | 1 | yes | southeast | 37165.16 |
85 | 48 | female | 41.2 | 4 | no | northwest | 11033.66 |
86 | 37 | female | 34.8 | 2 | yes | southwest | 39836.52 |
87 | 45 | male | 22.9 | 2 | yes | northwest | 21098.55 |
88 | 57 | female | 31.2 | 0 | yes | northwest | 43578.94 |
89 | 56 | female | 27.2 | 0 | no | southwest | 11073.18 |
90 | 46 | female | 27.7 | 0 | no | northwest | 8026.67 |
91 | 55 | female | 27 | 0 | no | northwest | 11082.58 |
92 | 21 | female | 39.5 | 0 | no | southeast | 2026.97 |
93 | 53 | female | 24.8 | 1 | no | northwest | 10942.13 |
94 | 59 | male | 29.8 | 3 | yes | northeast | 30184.94 |
95 | 35 | male | 34.8 | 2 | no | northwest | 5729.01 |
96 | 64 | female | 31.3 | 2 | yes | southwest | 47291.06 |
97 | 28 | female | 37.6 | 1 | no | southeast | 3766.88 |
98 | 54 | female | 30.8 | 3 | no | southwest | 12105.32 |
99 | 55 | male | 38.3 | 0 | no | southeast | 10226.28 |
100 | 56 | male | 20 | 0 | yes | northeast | 22412.65 |
101 | 38 | male | 19.3 | 0 | yes | southwest | 15820.7 |
102 | 41 | female | 31.6 | 0 | no | southwest | 6186.13 |
103 | 30 | male | 25.5 | 0 | no | northeast | 3645.09 |
104 | 18 | female | 30.1 | 0 | no | northeast | 21344.85 |
105 | 61 | female | 29.9 | 3 | yes | southeast | 30942.19 |
106 | 34 | female | 27.5 | 1 | no | southwest | 5003.85 |
107 | 20 | male | 28 | 1 | yes | northwest | 17560.38 |
108 | 19 | female | 28.4 | 1 | no | southwest | 2331.52 |
109 | 26 | male | 30.9 | 2 | no | northwest | 3877.3 |
110 | 29 | male | 27.9 | 0 | no | southeast | 2867.12 |
111 | 63 | male | 35.1 | 0 | yes | southeast | 47055.53 |
112 | 54 | male | 33.6 | 1 | no | northwest | 10825.25 |
113 | 55 | female | 29.7 | 2 | no | southwest | 11881.36 |
114 | 37 | male | 30.8 | 0 | no | southwest | 4646.76 |
115 | 21 | female | 35.7 | 0 | no | northwest | 2404.73 |
116 | 52 | male | 32.2 | 3 | no | northeast | 11488.32 |
117 | 60 | male | 28.6 | 0 | no | northeast | 30260 |
118 | 58 | male | 49.1 | 0 | no | southeast | 11381.33 |
119 | 29 | female | 27.9 | 1 | yes | southeast | 19107.78 |
120 | 49 | female | 27.2 | 0 | no | southeast | 8601.33 |
121 | 37 | female | 23.4 | 2 | no | northwest | 6686.43 |
122 | 44 | male | 37.1 | 2 | no | southwest | 7740.34 |
123 | 18 | male | 23.8 | 0 | no | northeast | 1705.62 |
124 | 20 | female | 29 | 0 | no | northwest | 2257.48 |
125 | 44 | male | 31.4 | 1 | yes | northeast | 39556.49 |
126 | 47 | female | 33.9 | 3 | no | northwest | 10115.01 |
127 | 26 | female | 28.8 | 0 | no | northeast | 3385.4 |
128 | 19 | female | 28.3 | 0 | yes | southwest | 17081.08 |
129 | 52 | female | 37.4 | 0 | no | southwest | 9634.54 |
130 | 32 | female | 17.8 | 2 | yes | northwest | 32734.19 |
131 | 38 | male | 34.7 | 2 | no | southwest | 6082.41 |
132 | 59 | female | 26.5 | 0 | no | northeast | 12815.44 |
133 | 61 | female | 22 | 0 | no | northeast | 13616.36 |
134 | 53 | female | 35.9 | 2 | no | southwest | 11163.57 |
135 | 19 | male | 25.6 | 0 | no | northwest | 1632.56 |
136 | 20 | female | 28.8 | 0 | no | northeast | 2457.21 |
137 | 22 | female | 28.1 | 0 | no | southeast | 2155.68 |
138 | 19 | male | 34.1 | 0 | no | southwest | 1261.44 |
139 | 22 | male | 25.2 | 0 | no | northwest | 2045.69 |
140 | 54 | female | 31.9 | 3 | no | southeast | 27322.73 |
141 | 22 | female | 36 | 0 | no | southwest | 2166.73 |
142 | 34 | male | 22.4 | 2 | no | northeast | 27375.9 |
143 | 26 | male | 32.5 | 1 | no | northeast | 3490.55 |
144 | 34 | male | 25.3 | 2 | yes | southeast | 18972.5 |
145 | 29 | male | 29.7 | 2 | no | northwest | 18157.88 |
146 | 30 | male | 28.7 | 3 | yes | northwest | 20745.99 |
147 | 29 | female | 38.8 | 3 | no | southeast | 5138.26 |
148 | 46 | male | 30.5 | 3 | yes | northwest | 40720.55 |
149 | 51 | female | 37.7 | 1 | no | southeast | 9877.61 |
150 | 53 | female | 37.4 | 1 | no | northwest | 10959.69 |
151 | 19 | male | 28.4 | 1 | no | southwest | 1842.52 |
152 | 35 | male | 24.1 | 1 | no | northwest | 5125.22 |
153 | 48 | male | 29.7 | 0 | no | southeast | 7789.64 |
154 | 32 | female | 37.1 | 3 | no | northeast | 6334.34 |
155 | 42 | female | 23.4 | 0 | yes | northeast | 19964.75 |
156 | 40 | female | 25.5 | 1 | no | northeast | 7077.19 |
157 | 44 | male | 39.5 | 0 | no | northwest | 6948.7 |
158 | 48 | male | 24.4 | 0 | yes | southeast | 21223.68 |
159 | 18 | male | 25.2 | 0 | yes | northeast | 15518.18 |
160 | 30 | male | 35.5 | 0 | yes | southeast | 36950.26 |
161 | 50 | female | 27.8 | 3 | no | southeast | 19749.38 |
162 | 42 | female | 26.6 | 0 | yes | northwest | 21348.71 |
163 | 18 | female | 36.9 | 0 | yes | southeast | 36149.48 |
164 | 54 | male | 39.6 | 1 | no | southwest | 10450.55 |
165 | 32 | female | 29.8 | 2 | no | southwest | 5152.13 |
166 | 37 | male | 29.6 | 0 | no | northwest | 5028.15 |
167 | 47 | male | 28.2 | 4 | no | northeast | 10407.09 |
168 | 20 | female | 37 | 5 | no | southwest | 4830.63 |
169 | 32 | female | 33.2 | 3 | no | northwest | 6128.8 |
170 | 19 | female | 31.8 | 1 | no | northwest | 2719.28 |
171 | 27 | male | 18.9 | 3 | no | northeast | 4827.9 |
172 | 63 | male | 41.5 | 0 | no | southeast | 13405.39 |
173 | 49 | male | 30.3 | 0 | no | southwest | 8116.68 |
174 | 18 | male | 16 | 0 | no | northeast | 1694.8 |
175 | 35 | female | 34.8 | 1 | no | southwest | 5246.05 |
176 | 24 | female | 33.3 | 0 | no | northwest | 2855.44 |
177 | 63 | female | 37.7 | 0 | yes | southwest | 48824.45 |
178 | 38 | male | 27.8 | 2 | no | northwest | 6455.86 |
179 | 54 | male | 29.2 | 1 | no | southwest | 10436.1 |
180 | 46 | female | 28.9 | 2 | no | southwest | 8823.28 |
181 | 41 | female | 33.2 | 3 | no | northeast | 8538.29 |
182 | 58 | male | 28.6 | 0 | no | northwest | 11735.88 |
183 | 18 | female | 38.3 | 0 | no | southeast | 1631.82 |
184 | 22 | male | 20 | 3 | no | northeast | 4005.42 |
185 | 44 | female | 26.4 | 0 | no | northwest | 7419.48 |
186 | 44 | male | 30.7 | 2 | no | southeast | 7731.43 |
187 | 36 | male | 41.9 | 3 | yes | northeast | 43753.34 |
188 | 26 | female | 29.9 | 2 | no | southeast | 3981.98 |
189 | 30 | female | 30.9 | 3 | no | southwest | 5325.65 |
190 | 41 | female | 32.2 | 1 | no | southwest | 6775.96 |
191 | 29 | female | 32.1 | 2 | no | northwest | 4922.92 |
192 | 61 | male | 31.6 | 0 | no | southeast | 12557.61 |
193 | 36 | female | 26.2 | 0 | no | southwest | 4883.87 |
194 | 25 | male | 25.7 | 0 | no | southeast | 2137.65 |
195 | 56 | female | 26.6 | 1 | no | northwest | 12044.34 |
196 | 18 | male | 34.4 | 0 | no | southeast | 1137.47 |
197 | 19 | male | 30.6 | 0 | no | northwest | 1639.56 |
198 | 39 | female | 32.8 | 0 | no | southwest | 5649.72 |
199 | 45 | female | 28.6 | 2 | no | southeast | 8516.83 |
200 | 51 | female | 18.1 | 0 | no | northwest | 9644.25 |
201 | 64 | female | 39.3 | 0 | no | northeast | 14901.52 |
202 | 19 | female | 32.1 | 0 | no | northwest | 2130.68 |