Processed_Insurance_data.csv

claim_amount,past_consultations,hospital_expenditure,annual_salary,children,smoker,charges
29087.54313,17.0,4720920.992,55784970.05,0.0,0,1121.8739
39053.67437,7.0,4329831.676,13700885.19,0.0,0,1131.5066
39023.62759,19.0,6884860.774,73523107.27,0.0,0,1135.9407
28185.39332,11.0,4274773.55,75819679.6,0.0,0,1136.3994
14697.85941,16.0,3787293.921,23012320.01,0.0,0,1137.011
26488.33912,20.0,3696160.701,141936093.2,0.0,0,1137.4697
33217.36548,13.0,876529.1853,69060665.92,0.0,0,1141.4451
46770.58533,12.0,4486741.201,97193784.44,0.0,0,1146.7966
9715.650411,17.0,9216440.479,58881971.93,0.0,0,1149.3959
16980.21403,2.0,4981702.852,70076109.65,0.0,0,1241.565
1920.136268,15.216216216216216,3786542.068,2747071.908,0.0,0,1242.26
3927.892067,4.0,5013944.643,94628894.61,0.0,0,1242.816
46780.54648,8.0,7490336.904999999,38421625.29,0.0,0,1252.407
36778.50383,3.0,8213684.633,17904619.49,0.0,0,1253.936
12515.9537,15.0,2716157.801,43544451.18,0.0,0,1256.299
14682.87151,3.0,1992862.252,23965336.92,0.0,0,1261.442
24340.53616,2.0,5341963.243,34538566.14,0.0,0,1261.859
45329.43416,2.0,5363441.89,78539065.04,0.0,0,1263.249
12590.76762,14.0,7647247.49,141936093.2,0.0,0,1391.5287
26792.207,10.0,607118.6413,96582762.17,0.0,0,1515.3449
49425.7164,6.0,2960481.74,84095935.32,0.0,0,1526.312
11947.49705,15.0,2126819.949,38168145.38,0.0,0,1532.4697
37766.29405,7.0,6933017.891,59825148.3,0.0,0,1534.3045
29547.45284,19.0,1047136.949,63985877.72,0.0,0,1607.5101
6444.561114,9.0,5808418.285,96920315.03,0.0,0,1615.7667
26746.21875,6.0,9122846.088,31674449.04,0.0,0,1621.3402
4256.280442,9.0,6286922.368,25091003.49,0.0,0,1621.8827
33972.56234,3.0,8005325.782,4979935.53,0.0,0,1622.1885
36536.6059,10.0,8477134.453,78773018.88,0.0,0,1625.43375
35833.09674,5.0,9579850.122,90016086.17,0.0,0,1627.28245
12562.37053,9.0,1019410.57,7109737.472,0.0,0,1628.4709
42510.44116,13.0,3456345.42,71556189.24,0.0,0,1629.8335
45306.14266,7.0,6647150.058,34548355.44,0.0,0,1631.6683
6239.721659,2.0,8506856.279,36246403.43,0.0,0,1631.8212
47840.82556,17.0,3779650.998,49646379.32,0.0,0,1632.03625
39971.8481,5.0,9719905.22,78435622.68,0.0,0,1632.56445
33968.77416,13.0,1722553.058,47022150.01,0.0,0,1633.0444
26002.69376,16.0,292873.4021,98542393.16,0.0,0,1633.9618
27713.11804,15.0,4961626.303,86105081.2,0.0,0,1634.5734
23908.12613,14.0,7684866.609,86190567.57,0.0,0,1635.73365
33038.63781,9.0,6958021.42,74250450.16,0.0,0,1639.5631
19935.49505,21.0,4436749.42,36422501.16,0.0,0,1639.5631
38618.93214,8.0,77956.02763,17771872.76,0.0,0,1646.4297
34164.6985,8.0,7982679.751,40685634.67,0.0,0,1664.9996
25171.9796,13.0,6076930.328,91681371.34,0.0,0,1674.6323
33218.34635,10.0,8767306.655,4038871.664,0.0,0,1682.597
38999.19375,4.0,2605791.023,90288798.84,0.0,0,1694.7964
17317.41565,3.0,5675523.318,76970670.05,0.0,0,1702.4553
44557.44143,20.0,2617335.712,64473105.41,0.0,0,1704.5681
8776.995213,3.0,1738321.863,3550883.601,0.0,0,1704.70015
18755.36301,5.0,9902819.926,96781989.94,0.0,0,1705.6245
39131.90386,13.0,9008707.699,37749558.78,0.0,0,1708.0014
10782.26326,13.0,4038713.793,97531891.22,0.0,0,1708.92575
28521.8429,12.0,4960146.224,72245372.71,1.0,0,1711.0268
38348.23218,11.0,3438645.772,21762265.3,0.0,0,1712.227
9641.568103,6.0,1833141.447,91188182.19,1.0,0,1719.4363
43703.25126,20.0,6195572.588,59995745.85,1.0,0,1720.3537
7470.067505,12.0,7473092.885,34325583.74,1.0,0,1725.5523
43570.16888,18.0,6620298.661,78831794.45,1.0,0,1727.54
48102.91777,13.0,7647985.855,14166300.01,0.0,0,1727.785
23233.73509,4.0,1331269.82,64680128.84,0.0,0,1728.897
37498.71981,7.0,1682982.789,23034928.23,0.0,0,1731.677
3965.606464,7.0,5513272.227,29522765.37,0.0,0,1737.376
3370.398323,7.0,4049131.27,29077713.05,0.0,0,1743.214
28310.14502,15.0,4347291.683,14896510.14,0.0,0,1744.465
17975.32767,14.0,499349.119,54459408.5,0.0,0,1748.774
17042.57254,13.0,4292945.626,57003456.2,0.0,0,1759.338
26717.24965,7.0,1080714.832,3150786.26,0.0,0,1769.53165
40563.77615,1.0,7646371.679,57126452.28,0.0,0,1815.8759
24081.47641,13.0,6238632.253,83861176.22,0.0,0,1824.2854
18674.7197,19.0,4955339.824,6062705.347,0.0,0,1826.843
5987.151966,16.0,4803503.549,11254316.42,1.0,0,1832.094
11433.29106,5.0,2864542.483,78623759.79,1.0,0,1837.237
34420.61859,6.0,878737.9376,88807284.78,0.0,0,1837.2819
39748.97647,8.0,7403943.124,69199727.27,1.0,0,1842.519
6880.234658,9.0,3262927.426,40530597.12,0.0,0,1875.344
41862.88142,21.0,5478684.741,32220494.83,0.0,0,1877.9294
30814.29616,10.0,8178046.414,98267756.2,0.0,0,1880.07
21979.42846,17.0,104079.8371,32120739.36,0.0,0,1880.487
9765.86182,12.0,8816299.091,19509359.78,0.0,0,1906.35825
18968.94393,18.0,1259408.701,43859887.08,0.0,0,1909.52745
29884.4576,18.0,5180912.273,45014482.85,0.0,0,1917.3184
50275.84621,5.0,5400505.759,53232874.45,1.0,0,1964.78
25296.43172,3.0,6404107.762,86685359.3,0.0,0,1967.0227
5231.519244,10.0,3296763.88,30880395.31,0.0,0,1969.614
33199.89168,15.0,849884.7704,36206034.7,0.0,0,1972.95
36186.59135,8.0,2655060.722,35272091.17,0.0,0,1977.815
9408.348963,14.0,2503468.215,17804333.2,1.0,0,1980.07
2912.590584,11.0,7899220.012,40316901.83,0.0,0,1981.5819
41037.36616,20.0,4941111.886,90758464.9,0.0,0,1984.4533
32268.23099,2.0,4092690.223,69364780.34,0.0,0,1986.9334
36547.28007,19.0,6174560.719,97949912.12,0.0,0,2007.945
4693.182653,10.0,6456982.575,32670852.11,0.0,0,2020.177
23983.32336,21.0,3362745.171,85266592.6,0.0,0,2020.5523
46294.14244,12.0,8618011.074,49453135.0,0.0,0,2026.9741
24988.87089,12.0,3383908.841,27641708.14,0.0,0,2045.68525
8801.441262,13.0,187778.4332,93462043.44,0.0,0,2055.3249
21128.77523,7.0,3748475.994,49108126.87,0.0,0,2102.2647
5659.362449,9.0,7137894.808,100565842.5,1.0,0,2103.08
10894.88914,11.0,7850744.527,8140885.2,0.0,0,2104.1134
28871.60132,10.0,3280277.292,17511134.81,0.0,0,2117.33885
6657.711711,6.0,2143599.258,54909265.73,0.0,0,2128.43105
50778.14448,15.0,1642625.799,46443494.79,0.0,0,2130.6759
16077.25,7.0,7680488.463,33669327.41,0.0,0,2134.9015
19025.33483,10.0,5228073.572,42393304.75,0.0,0,2136.88225
22477.93596,17.0,2978933.143,53006933.91,0.0,0,2137.6536
47182.73754,13.0,7160946.862,21935139.32,0.0,0,2138.0707
5288.526648,8.0,1470098.88,83114998.92,0.0,0,2150.469
33257.70794,20.0,4589845.974,26941176.32,0.0,0,2154.361
23409.8287,7.0,8996912.372,7086383.729,0.0,0,2155.6815
43225.25701,18.0,1110036.3,21286828.33,0.0,0,2156.7518
46049.12864,4.0,8580700.216,43631334.56,0.0,0,2166.732
18640.40639,12.0,4143261.873,13204649.52,0.0,0,2196.4732
22553.47733,2.0,1706461.738,25180377.62,0.0,0,2198.18985
11261.16083,5.0,6817800.068,54018075.43,0.0,0,2200.83085
46857.05509,9.0,6236552.938,43126812.44,1.0,0,2201.0971
27992.78749,12.0,3969876.491,24187431.19,0.0,0,2203.47185
41088.03452,5.0,9130424.338,82806457.14,0.0,0,2203.73595
46848.6805,20.0,7944051.078,72092298.29,0.0,0,2205.9808
17411.15785,20.0,4045713.158,70931844.03,0.0,0,2207.69745
18623.34209,10.0,35822.43757,24679870.19,0.0,0,2211.13075
45623.68136,18.0,3561361.672,38267648.43,0.0,0,2217.46915
10335.21512,13.0,9169564.62,38193708.08,0.0,0,2217.6012
18567.40325,18.0,9055334.846,47436321.55,1.0,0,2219.4451
16815.92941,19.0,2338075.195,46020169.61,1.0,0,2221.56445
4239.354156,15.0,2954402.314,52434103.1,0.0,0,2250.8352
17872.44803,15.0,7946877.63,40325724.16,0.0,0,2254.7967
51089.31979,10.0,29452.53296,57502938.5,0.0,0,2257.47525
16230.60072,7.0,1849365.231,33168354.44,0.0,0,2261.5688
32973.34333,10.0,2944713.538,17627070.29,0.0,0,2302.3
34873.32514,4.0,2900341.625,22279971.14,2.0,0,2304.0022
30618.71433,10.0,7859706.551,8472041.026,0.0,0,2322.6218
38882.37198,3.0,87572.09263,100386195.8,1.0,0,2331.519
19739.07423,14.0,8789148.117,77025804.53,0.0,0,2352.96845
38215.73704,17.0,8784590.536,73542243.08,1.0,0,2362.22905
49226.39361,8.0,9856364.732,56233229.75,0.0,0,2395.17155
38358.04156,15.0,2346912.647,54263956.56,0.0,0,2396.0959
29979.11978,21.0,8026175.962,91873627.65,0.0,0,2404.7338
32246.19905,19.0,3948735.057,6735551.472,1.0,0,2416.955
5526.042962,5.0,8185341.362,62854484.64,0.0,0,2457.21115
3037.725919,4.0,9715776.631,60707485.08,0.0,0,2457.502
9142.876402,8.0,1973088.855,89810229.97,0.0,0,2459.7201
19221.17953,4.0,6076092.947,95356572.83,0.0,0,2464.6188
35833.83996,14.0,6372886.328,99320328.57,0.0,0,2473.3341
28484.27694,2.0,9732880.065,26744630.29,0.0,0,2480.9791
31721.5739,1.0,2155419.03,32307675.52,0.0,0,2483.736
15140.99523,9.0,2957529.18,15456751.74,0.0,0,2494.022
24052.52152,20.0,4761176.534,31076865.27,0.0,0,2497.0383
41589.95664,20.0,3126146.289,22763218.51,0.0,0,2498.4144
39148.95495,10.0,8614147.467,54526009.33,0.0,0,2523.1695
41547.52536,13.0,249159.4253,16718473.13,0.0,0,2527.81865
39660.60193,12.0,3043322.795,48526941.68,0.0,0,2534.39375
16032.87148,7.0,1599068.757,24412621.85,2.0,0,2566.4707
31090.98977,21.0,3015364.945,58535788.8,1.0,0,2585.269
6913.090062,8.0,5243979.61,19091074.58,0.0,0,2585.85065
5806.901174,11.0,2993968.997,12722005.73,1.0,0,2597.779
28931.04853,7.0,2380558.604,99095001.87,0.0,0,2632.992
33699.89171,16.0,8864017.739,70506296.43,1.0,0,2639.0429
27356.10242,4.0,2158890.169,97399401.36,1.0,0,2643.2685
17566.32876,13.0,4235487.294,51476765.15,0.0,0,2680.9493
40556.76177,4.0,8480882.157,95111700.51,0.0,0,2689.4954
4323.432786,4.0,1419190.58,74760258.26,0.0,0,2690.1138
31301.23153,5.0,2151011.561,61965745.28,0.0,0,2699.56835
42413.69384,2.0,4640939.951,86017359.29,1.0,0,2709.1119
12198.20493,16.0,10009376.86,61133916.78,1.0,0,2709.24395
45963.61251,2.0,9270913.771,71479678.43,1.0,0,2710.82855
19907.63687,9.0,802029.6661,73035315.36,1.0,0,2719.27975
7272.494249,17.0,8234278.978,10036195.9,0.0,0,2721.3208
38918.5779,12.0,892224.2304,65398360.03,0.0,0,2727.3951
22209.76542,7.0,2210061.828,10738705.87,1.0,0,2730.10785
16804.6857,3.0,5802083.201,15204642.27,0.0,0,2731.9122
47529.1911,6.0,583079.7296,93701230.83,0.0,0,2741.948
25064.87026,7.0,5742581.996,28119864.43,0.0,0,2755.02095
10227.41942,12.0,1707951.674,30252882.47,1.0,0,2775.19215
29555.21591,2.0,9649776.635,53387992.18,1.0,0,2789.0574
5496.365185,7.0,4728536.62,58332100.86,2.0,0,2801.2588
45982.45593,14.0,57647.08834,97317824.63,2.0,0,2803.69785
25672.59942,21.0,1941782.17,82875620.68,0.0,0,2842.76075
47697.21927,12.0,9343136.79,8248721.843,0.0,0,2850.68375
38079.82321,2.0,9548923.877,67870990.6,0.0,0,2855.43755
42377.93549,21.0,1633620.44,82575385.62,0.0,0,2866.091
12740.67092,15.0,1734721.798,22105100.8,0.0,0,2867.1196
39566.40355,20.0,9419016.534,83587902.46,0.0,0,2897.3235
45503.89883,20.0,1190753.119,41728288.49,0.0,0,2899.48935
30538.26977,7.0,957055.4045,57581072.15,1.0,0,2902.9065
28033.63916,21.0,8742679.286,94126879.11,1.0,0,2904.088
14541.03386,18.0,4391926.95,15729928.32,2.0,0,2913.569
27393.77895,14.0,3047222.235,74476604.76,1.0,0,2927.0647
46764.69953,19.0,8541648.41,74106842.46,0.0,0,2974.126
24359.15112,2.0,6631139.138,23321555.54,0.0,0,3021.80915
14425.18123,19.0,9676251.439,90868120.62,0.0,0,3044.2133
10121.2127,16.0,8980856.867,79769700.71,0.0,0,3046.062
43988.9685,11.0,2418227.275,107433190.2,2.0,0,3056.3881
38337.55439,7.0,2009909.133,48233506.78,0.0,0,3062.50825
16062.64445,7.0,6196030.315,42609316.07,0.0,0,3070.8087
48666.90312,16.0,736902.5302,70007014.72,2.0,0,3077.0955
12942.46187,14.0,3101092.073,52911570.39,0.0,0,3161.454
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27599.96506,20.0,6683078.722,28264808.07,0.0,0,3171.6149
19040.9649,21.0,2561630.888,22004089.19,0.0,0,3172.018
22630.60525,9.0,5490228.943,16426196.55,0.0,0,3176.2877
5491.084431,2.0,1843923.932,95936762.26,0.0,0,3176.8159
44658.28635,6.0,1305798.909,56029684.5,2.0,0,3180.5101
40830.97842,21.0,1745756.266,57652788.51,0.0,0,3201.24515
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46151.17904,19.0,6917444.679,44406634.01,1.0,0,3208.787
11875.53426,5.0,7490273.253,109073554.7,0.0,0,3213.62205
25234.175,17.0,7107852.241,16039778.59,1.0,0,3227.1211
37708.33994,17.0,7452952.984,18842264.78,1.0,0,3238.4357
43991.53391,15.0,7821865.321,65695438.52,0.0,0,3260.199
20636.58726,2.0,3843491.798,18407771.42,0.0,0,3268.84665
20103.23832,10.0,9559271.002,47033971.22,1.0,0,3277.161
37449.58592,13.0,581079.3096,20217539.71,2.0,0,3279.86855
23256.12576,16.0,2881178.502,107841005.8,1.0,0,3292.52985
13041.90483,4.0,1273882.875,39336096.06,1.0,0,3309.7926
6130.345486,15.0,2046063.047,65089800.58,0.0,0,3353.284
37538.22148,12.0,8079263.332,92708454.05,0.0,0,3353.4703
45542.06654,7.0,7430224.399,60386653.87,0.0,0,3366.6697
19676.81836,12.0,9970401.126,43897110.79,1.0,0,3378.91
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8334.145757,3.0,1174432.819,73456638.65,1.0,0,3392.3652
22618.3448,4.0,9464550.938,21426720.57,1.0,0,3392.9768
33656.58018,7.0,7964497.048,79228651.32,2.0,0,3393.35635
36810.18141,10.0,9307523.125,37389473.78,1.0,0,3410.324
41769.81676,9.0,8221568.455,51484770.71,3.0,0,3443.064
16091.00009,11.0,3454416.862,72575405.61,1.0,0,3471.4096
37379.39451,18.0,9353142.095,45755949.77,3.0,0,3481.868
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