age sex bmi children smoker region charges
1 19 female 27.900 0 yes southwest 16884.924
2 18 male 33.770 1 no southeast 1725.552
3 28 male 33.000 3 no southeast 4449.462
4 33 male 22.705 0 no northwest 21984.471
5 32 male 28.880 0 no northwest 3866.855
6 31 female 25.740 0 no southeast 3756.622
7 46 female 33.440 1 no southeast 8240.590
8 37 female 27.740 3 no northwest 7281.506
9 37 male 29.830 2 no northeast 6406.411
10 60 female 25.840 0 no northwest 28923.137
11 25 male 26.220 0 no northeast 2721.321
12 62 female 26.290 0 yes southeast 27808.725
13 23 male 34.400 0 no southwest 1826.843
14 56 female 39.820 0 no southeast 11090.718
15 27 male 42.130 0 yes southeast 39611.758
16 19 male 24.600 1 no southwest 1837.237
17 52 female 30.780 1 no northeast 10797.336
18 23 male 23.845 0 no northeast 2395.172
19 56 male 40.300 0 no southwest 10602.385
20 30 male 35.300 0 yes southwest 36837.467
21 60 female 36.005 0 no northeast 13228.847
22 30 female 32.400 1 no southwest 4149.736
23 18 male 34.100 0 no southeast 1137.011
24 34 female 31.920 1 yes northeast 37701.877
25 37 male 28.025 2 no northwest 6203.902
26 59 female 27.720 3 no southeast 14001.134
27 63 female 23.085 0 no northeast 14451.835
28 55 female 32.775 2 no northwest 12268.632
29 23 male 17.385 1 no northwest 2775.192
30 31 male 36.300 2 yes southwest 38711.000
31 22 male 35.600 0 yes southwest 35585.576
32 18 female 26.315 0 no northeast 2198.190
33 19 female 28.600 5 no southwest 4687.797
34 63 male 28.310 0 no northwest 13770.098
35 28 male 36.400 1 yes southwest 51194.559
36 19 male 20.425 0 no northwest 1625.434
37 62 female 32.965 3 no northwest 15612.193
38 26 male 20.800 0 no southwest 2302.300
39 35 male 36.670 1 yes northeast 39774.276
40 60 male 39.900 0 yes southwest 48173.361
41 24 female 26.600 0 no northeast 3046.062
42 31 female 36.630 2 no southeast 4949.759
43 41 male 21.780 1 no southeast 6272.477
44 37 female 30.800 2 no southeast 6313.759
45 38 male 37.050 1 no northeast 6079.672
46 55 male 37.300 0 no southwest 20630.284
47 18 female 38.665 2 no northeast 3393.356
48 28 female 34.770 0 no northwest 3556.922
49 60 female 24.530 0 no southeast 12629.897
50 36 male 35.200 1 yes southeast 38709.176
51 18 female 35.625 0 no northeast 2211.131
52 21 female 33.630 2 no northwest 3579.829
53 48 male 28.000 1 yes southwest 23568.272
54 36 male 34.430 0 yes southeast 37742.576
55 40 female 28.690 3 no northwest 8059.679
56 58 male 36.955 2 yes northwest 47496.494
57 58 female 31.825 2 no northeast 13607.369
58 18 male 31.680 2 yes southeast 34303.167
59 53 female 22.880 1 yes southeast 23244.790
60 34 female 37.335 2 no northwest 5989.524
61 43 male 27.360 3 no northeast 8606.217
62 25 male 33.660 4 no southeast 4504.662
63 64 male 24.700 1 no northwest 30166.618
64 28 female 25.935 1 no northwest 4133.642
65 20 female 22.420 0 yes northwest 14711.744
66 19 female 28.900 0 no southwest 1743.214
67 61 female 39.100 2 no southwest 14235.072
68 40 male 26.315 1 no northwest 6389.378
69 40 female 36.190 0 no southeast 5920.104
70 28 male 23.980 3 yes southeast 17663.144
71 27 female 24.750 0 yes southeast 16577.780
72 31 male 28.500 5 no northeast 6799.458
73 53 female 28.100 3 no southwest 11741.726
74 58 male 32.010 1 no southeast 11946.626
75 44 male 27.400 2 no southwest 7726.854
76 57 male 34.010 0 no northwest 11356.661
77 29 female 29.590 1 no southeast 3947.413
78 21 male 35.530 0 no southeast 1532.470
79 22 female 39.805 0 no northeast 2755.021
80 41 female 32.965 0 no northwest 6571.024
81 31 male 26.885 1 no northeast 4441.213
82 45 female 38.285 0 no northeast 7935.291
83 22 male 37.620 1 yes southeast 37165.164
84 48 female 41.230 4 no northwest 11033.662
85 37 female 34.800 2 yes southwest 39836.519
86 45 male 22.895 2 yes northwest 21098.554
87 57 female 31.160 0 yes northwest 43578.939
88 56 female 27.200 0 no southwest 11073.176
89 46 female 27.740 0 no northwest 8026.667
90 55 female 26.980 0 no northwest 11082.577
91 21 female 39.490 0 no southeast 2026.974
92 53 female 24.795 1 no northwest 10942.132
93 59 male 29.830 3 yes northeast 30184.937
94 35 male 34.770 2 no northwest 5729.005
95 64 female 31.300 2 yes southwest 47291.055
96 28 female 37.620 1 no southeast 3766.884
97 54 female 30.800 3 no southwest 12105.320
98 55 male 38.280 0 no southeast 10226.284
99 56 male 19.950 0 yes northeast 22412.648
100 38 male 19.300 0 yes southwest 15820.699
101 41 female 31.600 0 no southwest 6186.127
102 30 male 25.460 0 no northeast 3645.089
103 18 female 30.115 0 no northeast 21344.847
104 61 female 29.920 3 yes southeast 30942.192
105 34 female 27.500 1 no southwest 5003.853
106 20 male 28.025 1 yes northwest 17560.380
107 19 female 28.400 1 no southwest 2331.519
108 26 male 30.875 2 no northwest 3877.304
109 29 male 27.940 0 no southeast 2867.120
110 63 male 35.090 0 yes southeast 47055.532
111 54 male 33.630 1 no northwest 10825.254
112 55 female 29.700 2 no southwest 11881.358
113 37 male 30.800 0 no southwest 4646.759
114 21 female 35.720 0 no northwest 2404.734
115 52 male 32.205 3 no northeast 11488.317
116 60 male 28.595 0 no northeast 30259.996
117 58 male 49.060 0 no southeast 11381.325
118 29 female 27.940 1 yes southeast 19107.780
119 49 female 27.170 0 no southeast 8601.329
120 37 female 23.370 2 no northwest 6686.431
121 44 male 37.100 2 no southwest 7740.337
122 18 male 23.750 0 no northeast 1705.624
123 20 female 28.975 0 no northwest 2257.475
124 44 male 31.350 1 yes northeast 39556.495
125 47 female 33.915 3 no northwest 10115.009
126 26 female 28.785 0 no northeast 3385.399
127 19 female 28.300 0 yes southwest 17081.080
128 52 female 37.400 0 no southwest 9634.538
129 32 female 17.765 2 yes northwest 32734.186
130 38 male 34.700 2 no southwest 6082.405
131 59 female 26.505 0 no northeast 12815.445
132 61 female 22.040 0 no northeast 13616.359
133 53 female 35.900 2 no southwest 11163.568
134 19 male 25.555 0 no northwest 1632.564
135 20 female 28.785 0 no northeast 2457.211
136 22 female 28.050 0 no southeast 2155.682
137 19 male 34.100 0 no southwest 1261.442
138 22 male 25.175 0 no northwest 2045.685
139 54 female 31.900 3 no southeast 27322.734
140 22 female 36.000 0 no southwest 2166.732
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142 26 male 32.490 1 no northeast 3490.549
143 34 male 25.300 2 yes southeast 18972.495
144 29 male 29.735 2 no northwest 18157.876
145 30 male 28.690 3 yes northwest 20745.989
146 29 female 38.830 3 no southeast 5138.257
147 46 male 30.495 3 yes northwest 40720.551
148 51 female 37.730 1 no southeast 9877.608
149 53 female 37.430 1 no northwest 10959.695
150 19 male 28.400 1 no southwest 1842.519
151 35 male 24.130 1 no northwest 5125.216
152 48 male 29.700 0 no southeast 7789.635
153 32 female 37.145 3 no northeast 6334.344
154 42 female 23.370 0 yes northeast 19964.746
155 40 female 25.460 1 no northeast 7077.189
156 44 male 39.520 0 no northwest 6948.701
157 48 male 24.420 0 yes southeast 21223.676
158 18 male 25.175 0 yes northeast 15518.180
159 30 male 35.530 0 yes southeast 36950.257
160 50 female 27.830 3 no southeast 19749.383
161 42 female 26.600 0 yes northwest 21348.706
162 18 female 36.850 0 yes southeast 36149.484
163 54 male 39.600 1 no southwest 10450.552
164 32 female 29.800 2 no southwest 5152.134
165 37 male 29.640 0 no northwest 5028.147
166 47 male 28.215 4 no northeast 10407.086
167 20 female 37.000 5 no southwest 4830.630
168 32 female 33.155 3 no northwest 6128.797
169 19 female 31.825 1 no northwest 2719.280
170 27 male 18.905 3 no northeast 4827.905
171 63 male 41.470 0 no southeast 13405.390
172 49 male 30.300 0 no southwest 8116.680
173 18 male 15.960 0 no northeast 1694.796
174 35 female 34.800 1 no southwest 5246.047
175 24 female 33.345 0 no northwest 2855.438
176 63 female 37.700 0 yes southwest 48824.450
177 38 male 27.835 2 no northwest 6455.863
178 54 male 29.200 1 no southwest 10436.096
179 46 female 28.900 2 no southwest 8823.279
180 41 female 33.155 3 no northeast 8538.288
181 58 male 28.595 0 no northwest 11735.879
182 18 female 38.280 0 no southeast 1631.821
183 22 male 19.950 3 no northeast 4005.423
184 44 female 26.410 0 no northwest 7419.478
185 44 male 30.690 2 no southeast 7731.427
186 36 male 41.895 3 yes northeast 43753.337
187 26 female 29.920 2 no southeast 3981.977
188 30 female 30.900 3 no southwest 5325.651
189 41 female 32.200 1 no southwest 6775.961
190 29 female 32.110 2 no northwest 4922.916
191 61 male 31.570 0 no southeast 12557.605
192 36 female 26.200 0 no southwest 4883.866
193 25 male 25.740 0 no southeast 2137.654
194 56 female 26.600 1 no northwest 12044.342
195 18 male 34.430 0 no southeast 1137.470
196 19 male 30.590 0 no northwest 1639.563
197 39 female 32.800 0 no southwest 5649.715
198 45 female 28.600 2 no southeast 8516.829
199 51 female 18.050 0 no northwest 9644.253
200 64 female 39.330 0 no northeast 14901.517
201 19 female 32.110 0 no northwest 2130.676
202 48 female 32.230 1 no southeast 8871.152
203 60 female 24.035 0 no northwest 13012.209
204 27 female 36.080 0 yes southeast 37133.898
205 46 male 22.300 0 no southwest 7147.105
206 28 female 28.880 1 no northeast 4337.735
207 59 male 26.400 0 no southeast 11743.299
208 35 male 27.740 2 yes northeast 20984.094
209 63 female 31.800 0 no southwest 13880.949
210 40 male 41.230 1 no northeast 6610.110
211 20 male 33.000 1 no southwest 1980.070
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213 24 male 28.500 2 no northwest 3537.703
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216 41 female 37.100 2 no southwest 7371.772
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220 24 female 23.210 0 no southeast 25081.768
221 34 female 33.700 1 no southwest 5012.471
222 53 female 33.250 0 no northeast 10564.885
223 32 male 30.800 3 no southwest 5253.524
224 19 male 34.800 0 yes southwest 34779.615
225 42 male 24.640 0 yes southeast 19515.542
226 55 male 33.880 3 no southeast 11987.168
227 28 male 38.060 0 no southeast 2689.495
228 58 female 41.910 0 no southeast 24227.337
229 41 female 31.635 1 no northeast 7358.176
230 47 male 25.460 2 no northeast 9225.256
231 42 female 36.195 1 no northwest 7443.643
232 59 female 27.830 3 no southeast 14001.287
233 19 female 17.800 0 no southwest 1727.785
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235 39 male 24.510 2 no northwest 6710.192
236 40 female 22.220 2 yes southeast 19444.266
237 18 female 26.730 0 no southeast 1615.767
238 31 male 38.390 2 no southeast 4463.205
239 19 male 29.070 0 yes northwest 17352.680
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242 33 female 22.135 1 no northeast 5354.075
243 55 female 26.800 1 no southwest 35160.135
244 40 male 35.300 3 no southwest 7196.867
245 63 female 27.740 0 yes northeast 29523.166
246 54 male 30.020 0 no northwest 24476.479
247 60 female 38.060 0 no southeast 12648.703
248 24 male 35.860 0 no southeast 1986.933
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250 29 male 28.975 1 no northeast 4040.558
251 18 male 17.290 2 yes northeast 12829.455
252 63 female 32.200 2 yes southwest 47305.305
253 54 male 34.210 2 yes southeast 44260.750
254 27 male 30.300 3 no southwest 4260.744
255 50 male 31.825 0 yes northeast 41097.162
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257 56 male 33.630 0 yes northwest 43921.184
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260 19 male 31.920 0 yes northwest 33750.292
261 58 female 25.200 0 no southwest 11837.160
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263 52 male 24.320 3 yes northeast 24869.837
264 19 male 36.955 0 yes northwest 36219.405
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266 46 male 42.350 3 yes southeast 46151.124
267 40 male 19.800 1 yes southeast 17179.522
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272 50 male 34.200 2 yes southwest 42856.838
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274 50 male 27.455 1 no northeast 9617.662
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279 59 male 31.790 2 no southeast 12928.791
280 51 female 21.560 1 no southeast 9855.131
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282 54 male 40.565 3 yes northeast 48549.178
283 30 male 27.645 1 no northeast 4237.127
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1068 39 male 42.655 0 no northeast 5757.413
1069 63 male 21.660 1 no northwest 14349.854
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1071 37 male 37.070 1 yes southeast 39871.704
1072 63 male 31.445 0 no northeast 13974.456
1073 21 male 31.255 0 no northwest 1909.527
1074 54 female 28.880 2 no northeast 12096.651
1075 60 female 18.335 0 no northeast 13204.286
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1077 47 female 32.000 1 no southwest 8551.347
1078 21 male 26.030 0 no northeast 2102.265
1079 28 male 31.680 0 yes southeast 34672.147
1080 63 male 33.660 3 no southeast 15161.534
1081 18 male 21.780 2 no southeast 11884.049
1082 32 male 27.835 1 no northwest 4454.403
1083 38 male 19.950 1 no northwest 5855.903
1084 32 male 31.500 1 no southwest 4076.497
1085 62 female 30.495 2 no northwest 15019.760
1086 39 female 18.300 5 yes southwest 19023.260
1087 55 male 28.975 0 no northeast 10796.350
1088 57 male 31.540 0 no northwest 11353.228
1089 52 male 47.740 1 no southeast 9748.911
1090 56 male 22.100 0 no southwest 10577.087
1091 47 male 36.190 0 yes southeast 41676.081
1092 55 female 29.830 0 no northeast 11286.539
1093 23 male 32.700 3 no southwest 3591.480
1094 22 female 30.400 0 yes northwest 33907.548
1095 50 female 33.700 4 no southwest 11299.343
1096 18 female 31.350 4 no northeast 4561.189
1097 51 female 34.960 2 yes northeast 44641.197
1098 22 male 33.770 0 no southeast 1674.632
1099 52 female 30.875 0 no northeast 23045.566
1100 25 female 33.990 1 no southeast 3227.121
1101 33 female 19.095 2 yes northeast 16776.304
1102 53 male 28.600 3 no southwest 11253.421
1103 29 male 38.940 1 no southeast 3471.410
1104 58 male 36.080 0 no southeast 11363.283
1105 37 male 29.800 0 no southwest 20420.605
1106 54 female 31.240 0 no southeast 10338.932
1107 49 female 29.925 0 no northwest 8988.159
1108 50 female 26.220 2 no northwest 10493.946
1109 26 male 30.000 1 no southwest 2904.088
1110 45 male 20.350 3 no southeast 8605.362
1111 54 female 32.300 1 no northeast 11512.405
1112 38 male 38.390 3 yes southeast 41949.244
1113 48 female 25.850 3 yes southeast 24180.933
1114 28 female 26.315 3 no northwest 5312.170
1115 23 male 24.510 0 no northeast 2396.096
1116 55 male 32.670 1 no southeast 10807.486
1117 41 male 29.640 5 no northeast 9222.403
1118 25 male 33.330 2 yes southeast 36124.574
1119 33 male 35.750 1 yes southeast 38282.749
1120 30 female 19.950 3 no northwest 5693.431
1121 23 female 31.400 0 yes southwest 34166.273
1122 46 male 38.170 2 no southeast 8347.164
1123 53 female 36.860 3 yes northwest 46661.442
1124 27 female 32.395 1 no northeast 18903.491
1125 23 female 42.750 1 yes northeast 40904.200
1126 63 female 25.080 0 no northwest 14254.608
1127 55 male 29.900 0 no southwest 10214.636
1128 35 female 35.860 2 no southeast 5836.520
1129 34 male 32.800 1 no southwest 14358.364
1130 19 female 18.600 0 no southwest 1728.897
1131 39 female 23.870 5 no southeast 8582.302
1132 27 male 45.900 2 no southwest 3693.428
1133 57 male 40.280 0 no northeast 20709.020
1134 52 female 18.335 0 no northwest 9991.038
1135 28 male 33.820 0 no northwest 19673.336
1136 50 female 28.120 3 no northwest 11085.587
1137 44 female 25.000 1 no southwest 7623.518
1138 26 female 22.230 0 no northwest 3176.288
1139 33 male 30.250 0 no southeast 3704.354
1140 19 female 32.490 0 yes northwest 36898.733
1141 50 male 37.070 1 no southeast 9048.027
1142 41 female 32.600 3 no southwest 7954.517
1143 52 female 24.860 0 no southeast 27117.994
1144 39 male 32.340 2 no southeast 6338.076
1145 50 male 32.300 2 no southwest 9630.397
1146 52 male 32.775 3 no northwest 11289.109
1147 60 male 32.800 0 yes southwest 52590.829
1148 20 female 31.920 0 no northwest 2261.569
1149 55 male 21.500 1 no southwest 10791.960
1150 42 male 34.100 0 no southwest 5979.731
1151 18 female 30.305 0 no northeast 2203.736
1152 58 female 36.480 0 no northwest 12235.839
1153 43 female 32.560 3 yes southeast 40941.285
1154 35 female 35.815 1 no northwest 5630.458
1155 48 female 27.930 4 no northwest 11015.175
1156 36 female 22.135 3 no northeast 7228.216
1157 19 male 44.880 0 yes southeast 39722.746
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1159 20 female 30.590 0 no northeast 2459.720
1160 32 female 41.100 0 no southwest 3989.841
1161 43 female 34.580 1 no northwest 7727.253
1162 34 male 42.130 2 no southeast 5124.189
1163 30 male 38.830 1 no southeast 18963.172
1164 18 female 28.215 0 no northeast 2200.831
1165 41 female 28.310 1 no northwest 7153.554
1166 35 female 26.125 0 no northeast 5227.989
1167 57 male 40.370 0 no southeast 10982.501
1168 29 female 24.600 2 no southwest 4529.477
1169 32 male 35.200 2 no southwest 4670.640
1170 37 female 34.105 1 no northwest 6112.353
1171 18 male 27.360 1 yes northeast 17178.682
1172 43 female 26.700 2 yes southwest 22478.600
1173 56 female 41.910 0 no southeast 11093.623
1174 38 male 29.260 2 no northwest 6457.843
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1177 52 female 24.130 1 yes northwest 23887.663
1178 40 female 27.400 1 no southwest 6496.886
1179 23 female 34.865 0 no northeast 2899.489
1180 31 male 29.810 0 yes southeast 19350.369
1181 42 female 41.325 1 no northeast 7650.774
1182 24 female 29.925 0 no northwest 2850.684
1183 25 female 30.300 0 no southwest 2632.992
1184 48 female 27.360 1 no northeast 9447.382
1185 23 female 28.490 1 yes southeast 18328.238
1186 45 male 23.560 2 no northeast 8603.823
1187 20 male 35.625 3 yes northwest 37465.344
1188 62 female 32.680 0 no northwest 13844.797
1189 43 female 25.270 1 yes northeast 21771.342
1190 23 female 28.000 0 no southwest 13126.677
1191 31 female 32.775 2 no northwest 5327.400
1192 41 female 21.755 1 no northeast 13725.472
1193 58 female 32.395 1 no northeast 13019.161
1194 48 female 36.575 0 no northwest 8671.191
1195 31 female 21.755 0 no northwest 4134.082
1196 19 female 27.930 3 no northwest 18838.704
1197 19 female 30.020 0 yes northwest 33307.551
1198 41 male 33.550 0 no southeast 5699.837
1199 40 male 29.355 1 no northwest 6393.603
1200 31 female 25.800 2 no southwest 4934.705
1201 37 male 24.320 2 no northwest 6198.752
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1204 51 male 32.300 1 no northeast 9964.060
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1206 35 male 17.860 1 no northwest 5116.500
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1208 36 male 33.400 2 yes southwest 38415.474
1209 37 female 25.555 1 yes northeast 20296.863
1210 59 male 37.100 1 no southwest 12347.172
1211 36 male 30.875 1 no northwest 5373.364
1212 39 male 34.100 2 no southeast 23563.016
1213 18 male 21.470 0 no northeast 1702.455
1214 52 female 33.300 2 no southwest 10806.839
1215 27 female 31.255 1 no northwest 3956.071
1216 18 male 39.140 0 no northeast 12890.058
1217 40 male 25.080 0 no southeast 5415.661
1218 29 male 37.290 2 no southeast 4058.116
1219 46 female 34.600 1 yes southwest 41661.602
1220 38 female 30.210 3 no northwest 7537.164
1221 30 female 21.945 1 no northeast 4718.204
1222 40 male 24.970 2 no southeast 6593.508
1223 50 male 25.300 0 no southeast 8442.667
1224 20 female 24.420 0 yes southeast 26125.675
1225 41 male 23.940 1 no northeast 6858.480
1226 33 female 39.820 1 no southeast 4795.657
1227 38 male 16.815 2 no northeast 6640.545
1228 42 male 37.180 2 no southeast 7162.012
1229 56 male 34.430 0 no southeast 10594.226
1230 58 male 30.305 0 no northeast 11938.256
1231 52 male 34.485 3 yes northwest 60021.399
1232 20 female 21.800 0 yes southwest 20167.336
1233 54 female 24.605 3 no northwest 12479.709
1234 58 male 23.300 0 no southwest 11345.519
1235 45 female 27.830 2 no southeast 8515.759
1236 26 male 31.065 0 no northwest 2699.568
1237 63 female 21.660 0 no northeast 14449.854
1238 58 female 28.215 0 no northwest 12224.351
1239 37 male 22.705 3 no northeast 6985.507
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1241 52 male 41.800 2 yes southeast 47269.854
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1259 55 male 37.715 3 no northwest 30063.581
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1280 25 female 26.790 2 no northwest 4189.113
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1282 47 female 27.645 2 yes northwest 24535.699
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1284 18 male 30.030 1 no southeast 1720.354
1285 61 male 36.300 1 yes southwest 47403.880
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1287 28 female 17.290 0 no northeast 3732.625
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1289 20 male 39.400 2 yes southwest 38344.566
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1292 19 male 34.900 0 yes southwest 34828.654
1293 21 male 23.210 0 no southeast 1515.345
1294 46 male 25.745 3 no northwest 9301.894
1295 58 male 25.175 0 no northeast 11931.125
1296 20 male 22.000 1 no southwest 1964.780
1297 18 male 26.125 0 no northeast 1708.926
1298 28 female 26.510 2 no southeast 4340.441
1299 33 male 27.455 2 no northwest 5261.469
1300 19 female 25.745 1 no northwest 2710.829
1301 45 male 30.360 0 yes southeast 62592.873
1302 62 male 30.875 3 yes northwest 46718.163
1303 25 female 20.800 1 no southwest 3208.787
1304 43 male 27.800 0 yes southwest 37829.724
1305 42 male 24.605 2 yes northeast 21259.378
1306 24 female 27.720 0 no southeast 2464.619
1307 29 female 21.850 0 yes northeast 16115.305
1308 32 male 28.120 4 yes northwest 21472.479
1309 25 female 30.200 0 yes southwest 33900.653
1310 41 male 32.200 2 no southwest 6875.961
1311 42 male 26.315 1 no northwest 6940.910
1312 33 female 26.695 0 no northwest 4571.413
1313 34 male 42.900 1 no southwest 4536.259
1314 19 female 34.700 2 yes southwest 36397.576
1315 30 female 23.655 3 yes northwest 18765.875
1316 18 male 28.310 1 no northeast 11272.331
1317 19 female 20.600 0 no southwest 1731.677
1318 18 male 53.130 0 no southeast 1163.463
1319 35 male 39.710 4 no northeast 19496.719
1320 39 female 26.315 2 no northwest 7201.701
1321 31 male 31.065 3 no northwest 5425.023
1322 62 male 26.695 0 yes northeast 28101.333
1323 62 male 38.830 0 no southeast 12981.346
1324 42 female 40.370 2 yes southeast 43896.376
1325 31 male 25.935 1 no northwest 4239.893
1326 61 male 33.535 0 no northeast 13143.337
1327 42 female 32.870 0 no northeast 7050.021
1328 51 male 30.030 1 no southeast 9377.905
1329 23 female 24.225 2 no northeast 22395.744
1330 52 male 38.600 2 no southwest 10325.206
1331 57 female 25.740 2 no southeast 12629.166
1332 23 female 33.400 0 no southwest 10795.937
1333 52 female 44.700 3 no southwest 11411.685
1334 50 male 30.970 3 no northwest 10600.548
1335 18 female 31.920 0 no northeast 2205.981
1336 18 female 36.850 0 no southeast 1629.833
1337 21 female 25.800 0 no southwest 2007.945
1338 61 female 29.070 0 yes northwest 29141.360---
title: "Flex Dashboard"
output:
flexdashboard::flex_dashboard:
vertical_layout: scroll
source_code : embed
---
```{r setup, include=FALSE}
library(flexdashboard)
library(plotly)
library(ggplot2)
```
# Data
Column {data-width=650}
-----------------------------------------------------------------------
```{r}
# Importing Data
ran <- read.csv('insurance.csv')
ran
```
# Tugas
Column {data-width=650}
-----------------------------------------------------------------------
### Jumlah manusia yang tinggal dalam satu wilayah
```{r}
regi <- plot_ly(data = ran, x = ~region, color="")
regi
```
Column {data-width=350}
-----------------------------------------------------------------------
### Jumlah anak berdasarkan golongan umur
```{r}
umur <- plot_ly(data = ran, x = ~age, y = ~children)
umur
```
### Banyaknya perokok / tak merokok berdasarkan jenis kelamin
```{r}
udut <- plot_ly(data = ran, x = ~sex, y = ~smoker)
udut
```