Model/tvae/insurance/df/synth.csv

,age,sex,bmi,children,smoker,region,charges
0,62,female,34.863592163304034,0,no,northeast,18081.757460337285
1,20,male,19.18943962237575,0,no,southeast,2532.7865338556144
2,56,female,37.43418555176948,0,no,southeast,11752.85721429618
3,49,male,28.65998062265265,0,yes,southeast,34468.38928517242
4,58,female,42.08911874710817,2,no,southeast,10047.96183043371
5,41,female,19.70100647066239,0,no,northeast,6427.728134932388
6,60,female,25.397754624732357,1,no,southeast,7289.823380618663
7,14,male,24.080854147320856,0,yes,northeast,17546.88994521251
8,45,female,25.24627872872423,0,no,southwest,9778.451700436375
9,38,male,34.64690255658086,4,no,southwest,3132.6855737294586
10,54,female,17.57767195608024,0,no,northeast,21386.290987731998
11,44,female,26.049106884342937,0,no,southwest,11846.24331074217
12,28,female,30.907044849705837,1,no,northwest,4527.908970966934
13,21,male,40.111279550197,2,yes,southeast,44046.89752202039
14,27,female,27.26362457944498,0,no,southwest,8747.227308298345
15,64,male,25.482386950454135,2,yes,northeast,27473.38311135891
16,36,female,31.86923757503167,1,no,southwest,6473.142043321913
17,62,female,27.237456400807645,2,no,northwest,11582.593844453364
18,42,female,35.884472938025205,1,no,southwest,7132.476523715457
19,21,female,25.478328659091986,4,no,northeast,14032.48463149714
20,50,female,34.58051376083448,0,no,southwest,6098.85631729795
21,42,female,26.06077339492213,2,no,northwest,6694.2507136856275
22,60,female,36.393280492022114,1,no,southeast,11008.760492309644
23,41,female,27.00855309374124,1,no,southwest,9112.24357670837
24,58,male,30.678136658480156,3,yes,northwest,13156.823948316012
25,45,female,26.027505933326474,1,no,southwest,8300.918441655827
26,49,female,21.585618012161483,0,no,southwest,6628.539135909254
27,28,male,24.305660548735634,3,no,northwest,5047.365946523292
28,16,male,29.983205137456657,0,yes,southeast,41988.22666087289
29,40,female,24.401911977246456,3,no,northwest,7977.6757639099305
30,56,female,27.862161701838538,0,no,northeast,12004.954608517235
31,31,male,29.608397634376686,1,no,southeast,5605.636080345699
32,20,male,25.118961619639595,0,no,southeast,-213.74146853818502
33,22,male,27.350724450191933,1,no,southeast,2726.490766215271
34,42,female,25.260507512773017,1,no,southwest,11567.714213245225
35,59,female,29.07878669364251,0,no,southwest,5603.201618441929
36,30,female,21.344855998636135,0,no,northwest,5086.6208112985905
37,41,female,30.650773595286058,1,no,southeast,3953.4624625517536
38,45,female,28.420086285953776,0,no,southwest,5492.432630151291
39,58,female,26.204178191215778,0,no,northeast,7381.279070621231
40,53,female,29.155362929116627,1,no,southwest,8900.588621464944
41,19,male,18.232312113525772,0,no,southeast,1614.9713310882794
42,59,female,31.130917953665676,2,no,southeast,11840.65329613723
43,54,female,21.227736991969614,0,no,northeast,8872.545073024932
44,51,female,34.20864188787788,0,no,southwest,9751.511749159441
45,38,female,29.976853801237265,0,no,southwest,9363.441827534689
46,61,female,20.947076681760677,2,no,northwest,8289.32701342962
47,43,female,24.34886983036646,2,no,northwest,5870.030973058796
48,29,female,23.14788335391164,3,no,northwest,2161.6363280432115
49,31,female,22.613227899417602,2,no,northwest,3422.068143220313
50,54,female,36.36060318407023,0,no,northeast,9765.557997337995
51,20,male,21.552405402631493,0,no,northwest,2608.3190338170207
52,57,female,22.321083302535655,0,no,northeast,7543.945540940344
53,24,male,30.624639279448864,0,no,southwest,5691.418538200243
54,32,male,26.66031242760757,0,no,southwest,8421.524771863444
55,45,female,26.742686055005752,3,no,northwest,8322.111347355672
56,28,male,22.535566049638888,3,no,northwest,3429.9298259894526
57,31,male,27.72467988355595,1,no,northwest,3252.148674277567
58,33,male,26.725549570985187,2,yes,southeast,35243.03233917746
59,14,male,24.265722639908837,0,no,northwest,-102.92841816550208
60,53,female,30.49737017133077,1,no,southwest,7930.190452684313
61,67,female,27.299197804904193,2,no,northwest,12793.272026403438
62,51,male,33.44610318371422,0,yes,southeast,51263.932778162234
63,62,female,36.06791535928342,3,no,southeast,9733.709891193264
64,53,male,21.306261886544924,0,yes,northeast,22878.734123567276
65,45,male,23.08104541509815,2,yes,southeast,42887.08795344266
66,23,male,25.772338158498762,1,no,northwest,1360.3798939964759
67,17,female,21.471629624242194,0,no,southwest,1803.8889333070756
68,44,female,24.51508836743669,1,no,southwest,9456.038221247847
69,24,male,28.272452587724644,0,no,northwest,1205.4460571229797
70,34,female,26.601583269605197,1,no,northwest,3512.4513543280136
71,65,male,29.78785715414441,0,yes,northeast,19552.15219707176
72,59,female,24.18045117366713,2,no,northwest,9047.07395967788
73,21,male,22.355545292158514,0,no,southeast,2287.5379230531003
74,21,male,35.048068964358016,0,yes,southeast,34370.06209226536
75,32,female,21.27199752155944,1,no,northwest,7522.954225307579
76,17,male,23.347534121095556,0,no,southeast,6435.270562653266
77,60,female,29.32756194804086,0,no,northeast,10517.272522182271
78,45,female,28.337442439396806,1,no,southwest,10329.035371658085
79,31,female,21.16943197811011,1,no,northwest,2695.60625646055
80,24,male,23.17365863589168,0,no,southeast,2285.655048706878
81,20,male,39.73263537363389,0,yes,southeast,41507.52436220838
82,21,male,29.51721821605865,2,yes,southeast,30637.220510189167
83,19,male,21.91325974240331,0,no,southeast,3867.840095509572
84,63,female,21.891351167450793,2,no,northeast,26842.524994125644
85,59,female,25.423353924435965,0,no,northeast,21888.446732992743
86,56,female,23.31190470765137,0,no,northeast,9592.664410402318
87,53,female,26.393236835672973,0,no,southwest,9046.158032849487
88,49,female,26.39863660097532,1,no,southwest,11603.825294458238
89,49,female,26.976267863334407,0,no,northwest,9428.158023188205
90,23,male,24.680902117260363,0,no,southeast,1939.4041161149016
91,53,female,24.206457371781337,0,no,northeast,7364.106083370839
92,20,male,25.60809609716804,2,no,northwest,4130.832450478268
93,54,male,29.266530243609292,1,no,northeast,22957.94794275131
94,29,male,27.740989558647957,1,yes,northeast,14684.466562928297
95,18,male,22.918418355641382,0,no,southwest,4003.912604206959
96,59,female,25.225862043407552,0,no,northeast,19088.373894802193
97,63,female,21.837865114368032,0,no,northeast,8875.826801489242
98,24,male,33.933949359390056,1,yes,southeast,42372.11179451988
99,25,female,28.105441973705627,2,no,northwest,2850.079860169912
100,22,male,44.422681038480185,2,yes,southeast,44737.03910468577
101,61,male,38.26322598639924,0,yes,southeast,50528.98236649999
102,60,male,30.770998123072975,0,yes,northeast,23213.769036794685
103,52,male,33.932133520185616,2,no,northeast,26570.96511596217
104,48,female,29.89519918502925,1,no,southwest,5495.448547593617
105,62,male,28.171603275578786,2,yes,southeast,26620.484498641235
106,27,male,24.98792375332084,2,no,northwest,3900.5292035270772
107,68,female,32.15907127634523,2,no,northwest,12466.912267725615
108,49,female,36.849180799880266,1,no,southwest,6720.846521498541
109,31,female,26.43091537288295,3,no,northwest,23346.31069737493
110,21,male,29.93202327806458,0,no,southeast,2326.073673108821
111,48,male,25.102899259906373,2,no,southeast,7635.291911660651
112,15,male,20.015897324625378,0,no,northwest,4082.4421552877197
113,21,female,26.67788960006748,1,no,southeast,6375.592989816985
114,38,female,24.687252255853636,1,no,southwest,5588.426400410258
115,52,female,35.12414167567005,1,no,southeast,9779.936320005198
116,40,female,26.9590668360161,2,no,northwest,11741.066488483895
117,59,male,38.21488070570352,0,yes,southeast,40816.665796984074
118,30,female,23.157122252091156,0,no,southwest,8156.182379797895
119,39,female,27.284930358125283,1,no,southwest,3132.747072649482
120,60,female,33.61465742275725,0,no,southwest,5527.598778343222
121,59,female,17.473715048578864,0,yes,northeast,20339.042513674438
122,49,female,28.029256380619504,0,no,northeast,9382.762040619451
123,62,female,27.632433258772878,0,no,northeast,9638.631934640789
124,30,female,12.372791981869813,1,no,northwest,6449.491962203634
125,51,female,31.869379809793664,1,no,southwest,8259.536638380176
126,20,male,34.87729629579579,0,yes,southeast,34086.29434208967
127,64,female,25.524810639220465,0,no,northeast,9849.862567159129
128,63,female,41.4578495831469,0,no,northeast,18746.501150694643
129,44,female,26.03819114118858,0,no,southwest,6365.7410100687375
130,23,male,25.423285613981516,0,no,southeast,3974.1768088767367
131,53,female,23.504317954509748,0,no,northeast,9373.752344490105
132,18,male,28.825214711750014,0,yes,northeast,12981.395101206628
133,56,female,42.239849119466136,0,no,southeast,10871.066084917273
134,54,female,23.783761844976272,1,no,northeast,14075.944707372302
135,30,female,30.05304705891532,2,no,northwest,4016.068071356274
136,53,female,40.067175580762274,0,no,northeast,11251.510732364852
137,55,female,34.968789553329024,0,no,southwest,10814.62764687941
138,26,female,27.010129530919727,0,no,northwest,2070.3426024801993
139,22,male,18.365422432788243,0,no,southeast,4158.274524240329
140,47,female,28.179304803389353,1,no,southeast,5276.171524196679
141,37,male,23.658161131344972,1,no,southeast,5243.73672133017
142,40,female,30.79557577684617,1,no,southeast,4511.685026620481
143,18,male,28.166024668872783,0,yes,northeast,15874.311132868253
144,35,female,31.18863999908552,2,no,northwest,6189.104311102608
145,50,female,35.28250963566411,1,no,southwest,6518.892661585529
146,14,male,36.106303691930165,0,yes,southeast,33391.12832439807
147,20,male,39.78453931570026,0,yes,southeast,38558.533220838755
148,40,female,26.86685440662278,0,no,southwest,2206.031765397681
149,21,male,18.7201537988617,0,no,southwest,578.9466033148856
150,21,male,18.89998046885018,0,no,southeast,2676.161027576196
151,63,male,33.5793000077543,0,no,northeast,11142.771526633742
152,56,female,20.06783706033276,0,no,northeast,6816.119272172426
153,61,male,31.324760567968603,0,yes,northeast,20707.861493379227
154,44,female,24.37814081775727,1,no,southwest,7850.556715541529
155,20,male,22.014960518337976,0,no,southeast,4467.1257684736565
156,54,female,26.738214883240733,0,no,northeast,8821.53428343001
157,54,male,33.54154628860119,2,yes,southeast,45550.327622597935
158,62,male,22.021860428554938,1,no,northeast,29412.445836187977
159,44,male,28.892522637478503,0,no,southeast,11201.341708666987
160,16,male,23.036201176050948,0,yes,northeast,16381.06722056758
161,57,female,23.17221879194979,0,no,northeast,10796.792233057895
162,30,female,23.559047538457488,1,no,northwest,5513.755534988777
163,61,female,34.00869322819742,0,no,northeast,14898.264063611201
164,23,female,27.837229698327015,1,no,southeast,3977.7028258120026
165,58,male,41.10352884365063,2,yes,southeast,40060.35565459731
166,52,female,30.75332777870576,2,no,southeast,9281.05760143468
167,54,male,27.257215883590113,2,yes,northwest,21991.218562435944
168,45,female,31.60820132012103,2,no,northwest,10274.602945457123
169,20,male,28.282940250576534,0,no,southeast,-581.6448609200797
170,49,female,35.2622673591792,0,no,southwest,9191.054840635792
171,56,male,33.85911437421892,1,yes,southeast,26180.855373964838
172,28,male,20.820563000916604,2,no,northwest,1873.1977751013812
173,27,female,24.309699213245015,1,no,southwest,9980.167968763257
174,51,female,31.92707816095946,1,no,southeast,8729.588687917538
175,41,male,35.68450758043724,1,no,southeast,6847.0626971259735
176,24,male,21.14971615469231,0,no,southeast,3558.5514238618607
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181,54,female,36.02088902608765,0,no,northeast,9967.020194861374
182,55,female,27.152331681177593,3,no,northwest,8911.184404876836
183,56,male,24.192983529248785,2,no,northwest,21438.001231092054
184,22,female,23.838665756451054,1,no,northwest,1873.3714492970284
185,61,female,42.117555703078494,0,no,northeast,9714.110759312476
186,47,female,30.485115546327,0,no,southwest,7669.182054280154
187,33,female,31.00687155536315,1,no,southwest,8219.43343912869
188,53,female,24.971923291637395,1,no,southwest,11746.731119333232
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190,39,female,34.005910435386106,0,no,southwest,6615.59872595213
191,62,female,29.959357717327673,3,no,northwest,10423.206106859754
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193,21,female,27.141385509088092,0,no,southeast,3075.65254082298
194,28,male,31.436686776574113,0,no,southeast,5086.756703949266
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