data.csv

"State","Lat","Lng","Area","Children","Age","Income","Marital","Gender","ReAdmis","VitD_levels","Doc_visits","Full_meals_eaten","vitD_supp","Soft_drink","Initial_admin","HighBlood","Stroke","Complication_risk","Overweight","Arthritis","Diabetes","Hyperlipidemia","BackPain","Anxiety","Allergic_rhinitis","Reflux_esophagitis","Asthma","Services","Initial_days","TotalCharge","Additional_charges"
"AL","34.3496","-86.72508","Suburban","1","53","86575.93","Divorced","Male","0","19.1414657","6","0","0","0","Emergency Admission","1","0","Medium","0","1","1","0","1","1","1","0","1","Blood Work","10.58576971","3726.70286","17939.40342"
"FL","30.84513","-85.22907","Urban","3","51","46805.99","Married","Female","0","18.9403523","4","2","1","0","Emergency Admission","1","0","High","1","0","0","0","0","0","0","1","0","Intravenous","15.12956221","4193.190458","17612.99812"
"SD","43.54321","-96.63772","Suburban","3","53","14370.14","Widowed","Female","0","18.05750734","4","1","0","0","Elective Admission","1","0","Medium","1","0","1","0","0","0","0","0","0","Blood Work","4.772177208","2434.234222","17505.19246"
"MN","43.89744","-93.51479","Suburban","0","78","39741.49","Married","Male","0","16.57685793","4","1","0","0","Elective Admission","0","1","Medium","0","1","0","0","0","0","0","1","1","Blood Work","1.714879175","2127.830423","12993.43735"
"VA","37.59894","-76.88958","Rural","1","22","1209.56","Widowed","Female","0","17.43906912","5","0","2","1","Elective Admission","0","0","Low","0","0","","1","0","0","1","0","0","CT Scan","1.254807203","2113.073274","3716.525786"
"OK","35.67302","-95.1918","Urban","3","76","81999.88","Never Married","Male","0","19.61264584","6","0","0","0","Observation Admission","0","0","Medium","1","1","1","0","1","0","1","0","0","Blood Work","5.957249839","2636.69118","12742.58991"
"OH","41.67511","-81.05788","Rural","0","50","10456.05","Never Married","Male","0","14.75168705","6","0","0","0","Emergency Admission","1","0","Low","1","1","1","1","1","1","0","1","0","Intravenous","9.058210335","3694.627161","16815.5136"
"VA","39.08062","-78.3915","Urban","7","40","38319.29","Divorced","Female","0","19.68867297","7","2","0","0","Observation Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","Intravenous","14.22801908","3021.499039","6930.572138"
"FL","30.20097","-85.5061","Urban","0","48","55586.48","Widowed","Male","0","19.6533196","6","3","0","0","Emergency Admission","0","0","Low","1","0","0","1","0","0","0","0","0","Intravenous","6.180339356","2968.40286","8363.18729"
"MN","45.40325","-94.71424","Urban","2","78","38965.22","Never Married","Female","0","18.22432421","7","1","2","0","Emergency Admission","1","0","High","1","0","0","0","0","0","1","1","1","Blood Work","1.632553771","3147.855813","26225.98991"
"MS","32.59914","-88.67903","Urban","4","55","38503.82","Married","Female","0","17.10207685","6","3","0","1","Emergency Admission","1","0","Medium","1","0","0","0","1","0","0","1","1","Intravenous","2.595911645","2837.861788","18518.04317"
"FL","28.66268","-81.31427","Suburban","1","64","14126.3","Divorced","Male","0","18.71924712","7","3","0","0","Elective Admission","1","1","High","1","0","0","0","1","0","1","1","0","CT Scan","7.075083301","3166.627638","21480.88613"
"WI","42.97168","-87.87294","Urban","0","41","13411.83","Widowed","Female","0","17.20911754","5","3","1","0","Emergency Admission","0","0","Medium","1","0","1","1","0","1","0","0","0","CT Scan","3.483066463","2908.71172","7357.827054"
"IA","42.03038","-95.35836","Suburban","1","45","32370.31","Divorced","Male","0","17.96100313","5","0","0","1","Emergency Admission","0","0","High","0","0","0","1","0","1","0","1","0","Intravenous","2.020142212","3186.814113","8454.613363"
"IA","43.08426","-96.21239","Suburban","1","85","41558.19","Divorced","Female","0","17.04303078","4","2","1","0","Emergency Admission","0","0","Med","0","1","0","0","1","1","1","0","0","Intravenous","1.012585747","2754.770365","14382.22926"
"AL","34.79693","-86.50603","Urban","1","57","103866.49","Divorced","Female","0","15.43833603","4","1","0","1","Observation Admission","0","0","Low","1","1","1","0","0","0","1","1","1","CT Scan","2.109411187","2295.941875","9415.372424"
"CA","33.74647","-114.66793","Suburban","10","44","24250.51","Divorced","Male","0","17.17763983","5","1","1","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","Intravenous","7.038431748","2944.722978","8157.752223"
"IN","40.38836","-85.49633","Suburban","0","54","17345.63","Never Married","Female","0","17.76755395","4","2","0","1","Observation Admission","0","1","High","1","1","1","1","1","0","0","1","1","Intravenous","2.064510302","2824.312023","9539.219271"
"VA","38.40136","-77.82225","Rural","1","72","61723.87","Widowed","Female","0","18.09925553","7","2","1","0","Elective Admission","1","0","Medium","0","1","0","0","0","0","1","0","0","Intravenous","7.302394513","2698.883482","23453.35831"
"MO","38.5404","-93.13023","Urban","0","84","62054.63","Separated","Nonbinary","0","15.86377067","6","1","2","1","Emergency Admission","0","0","Low","1","1","0","1","0","1","0","0","1","Blood Work","10.15995646","3452.549291","14051.43529"
"MN","44.96425","-93.12449","Suburban","2","86","8686.47","Divorced","Female","0","19.37498258","6","2","2","0","Emergency Admission","1","0","High","1","0","0","0","0","0","0","1","0","Blood Work","7.094502635","3534.815016","28788.08031"
"MI","42.02415","-83.55359","Urban","4","52","10279.73","Separated","male","0","16.58843396","6","1","0","1","Emergency Admission","0","0","Low","1","1","0","1","1","1","1","1","0","Intravenous","5.578873329","3282.592435","9128.650382"
"NE","41.13007","-102.10258","Urban","0","31","57621.66","Widowed","Female","0","24.56546284","5","0","2","0","Emergency Admission","1","0","High","0","1","0","1","0","0","0","1","0","Intravenous","3.798955062","3430.725944","11112.13946"
"OK","36.95315","-94.71438","Rural","3","37","32677.97","Separated","Male","0","16.95062043","6","1","0","0","Emergency Admission","1","0","Medium","1","0","1","0","1","0","1","1","0","Blood Work","11.64407461","3715.033085","12876.79196"
"FL","30.94714","-85.36944","Rural","0","19","14925.43","Married","Female","0","16.34876908","5","1","0","0","Emergency Admission","0","0","Low","1","0","0","1","1","1","1","1","0","Blood Work","18.87424123","4300.035326","3624.049387"
"PA","41.70345","-78.92856","Suburban","0","75","54972.25","Married","Male","0","18.01956669","5","1","0","0","Emergency Admission","1","0","High","0","0","1","0","1","0","0","0","0","Intravenous","6.844303347","3614.983186","25364.4308"
"AR","33.842","-91.50223","Rural","0","48","54036.35","Divorced","Female","0","16.66486056","6","0","0","0","Emergency Admission","0","0","Medium","0","1","1","","0","0","0","0","1","CT Scan","7.419605778","3123.10967","8485.173391"
"WV","38.22553","-81.12724","Urban","2","70","76816.23","Divorced","Female","0","17.45689939","3","0","0","0","Emergency Admission","0","0","High","0","0","0","0","0","0","0","1","0","Intravenous","18.03239049","4318.718733","12417.63953"
"OH","41.45764","-81.02602","Urban","2","69","23640.03","Married","Male","0","16.78885903","6","0","0","1","Emergency Admission","1","0","Low","1","1","0","0","0","1","1","0","0","Intravenous","13.48614379","3804.004093","22890.09679"
"IA","42.74733","-91.68391","Rural","5","56","32009.77","Never Married","Male","0","16.2322864","6","2","0","1","Emergency Admission","0","0","Low","1","0","0","1","1","0","1","0","0","Intravenous","10.2466829","3447.317284","9801.759455"
"KS","37.03392","-96.00933","Rural","0","41","167105.1","Separated","Female","0","18.14050008","6","0","1","0","Emergency Admission","1","0","Medium","0","0","0","0","0","1","0","0","0","Intravenous","12.40532468","3582.912144","13907.96764"
"MA","41.25883","-70.00735","Urban","3","32","26675.01","Widowed","Female","0","19.42620682","4","0","0","0","Elective Admission","1","0","Low","1","0","0","1","1","0","0","1","0","Blood Work","5.507798539","2658.122426","10575.43306"
"KY","39.02887","-84.56144","Suburban","0","27","44563.7","Widowed","Male","0","22.48516156","4","3","0","0","Elective Admission","0","0","High","1","0","0","0","0","0","1","0","0","Intravenous","26.04286502","4463.657419","5119.87459"
"AR","35.83086","-93.70994","Suburban","2","78","14004.04","Divorced","Female","0","17.65577462","5","1","0","0","Emergency Admission","0","0","Low","1","0","0","1","0","1","0","0","0","Intravenous","6.124179412","3049.915565","13159.90363"
"NY","42.65331","-73.81021","Rural","2","86","35338.02","Divorced","Female","0","18.49804658","4","0","0","0","Elective Admission","0","0","Medium","1","0","0","0","1","0","0","0","0","Blood Work","10.69153416","2816.873007","14163.37937"
"VT","43.80814","-72.20823","Rural","0","65","25316.19","Never Married","Female","0","20.35564061","4","0","0","0","Observation Admission","0","0","Medium","1","0","0","1","1","1","0","0","1","Intravenous","12.66287634","3158.504981","10729.60693"
"MA","42.32731","-71.23076","Suburban","1","25","122615.82","Divorced","Female","0","18.26907844","5","1","0","1","Observation Admission","0","0","Low","0","0","","0","0","1","1","0","0","Blood Work","3.549059904","2293.1836","4204.82636"
"MA","42.38004","-71.13463","Rural","1","55","2061.96","Widowed","male","0","18.95397615","6","0","0","0","Observation Admission","0","0","High","1","0","0","0","1","0","","0","1","Blood Work","12.19678102","3414.285086","9646.930063"
"NE","41.29905","-96.10955","Rural","3","55","13060.67","Divorced","Male","0","17.60695733","7","1","0","0","Emergency Admission","0","0","Medium","0","0","0","1","1","0","0","1","0","Intravenous","13.48398019","3711.673538","9711.930249"
"PA","40.94827","-78.32867","Suburban","3","70","13059.24","Married","Female","0","17.63679814","6","0","0","0","Observation Admission","0","1","Low","0","0","1","0","1","0","0","0","0","Intravenous","10.45260976","2872.499307","11658.48619"
"KY","38.15445","-83.76738","Suburban","3","79","54555.09","Widowed","Female","0","17.95251317","3","2","1","0","Emergency Admission","0","0","Low","1","0","0","0","1","1","0","0","0","Intravenous","2.951487816","2781.107852","13347.99077"
"NE","41.26466","-96.00236","Urban","8","85","53280.05","Divorced","Male","0","18.49487962","5","0","1","0","Observation Admission","0","0","High","1","0","1","1","0","1","0","0","0","Blood Work","9.099377506","3270.071216","14748.528"
"DC","38.88631","-77.03016","Rural","0","57","28975.56","Married","Female","0","18.60392816","6","1","1","0","Elective Admission","0","0","Medium","1","0","0","0","0","0","1","0","1","Blood Work","11.74786866","2878.861966","9441.67949"
"PA","41.42553","-75.69992","Rural","2","24","3977.42","Never Married","Female","0","17.80182228","5","0","0","0","Emergency Admission","0","0","Medium","1","1","0","1","1","0","0","0","0","Intravenous","13.37393694","3714.927496","4620.845473"
"AL","33.22242","-87.12425","Suburban","0","41","10406.93","Never Married","Female","0","16.39983919","4","2","0","0","Emergency Admission","0","0","Medium","1","0","1","1","0","1","1","0","1","Intravenous","17.57510709","4123.964218","7361.105691"
"AL","33.84778","-85.78524","Urban","1","25","64111.79","Never Married","Female","0","22.84552645","2","0","0","0","Emergency Admission","0","0","High","0","0","0","0","1","0","1","0","0","Blood Work","9.252492309","3685.359633","5160.70536"
"KS","39.33595","-96.08529","Suburban","7","89","12785.96","Divorced","Male","0","16.28625568","5","2","1","0","Emergency Admission","0","0","Medium","1","0","0","1","0","0","0","1","1","Intravenous","12.59281818","3553.507736","15291.5477"
"WI","43.34063","-88.60912","Rural","2","58","35065.22","Widowed","Female","0","20.80060685","6","0","0","0","Observation Admission","0","0","Low","1","0","1","0","1","0","0","0","1","CT Scan","2.879402906","2251.96708","9606.738197"
"IA","41.49075","-95.11349","Suburban","3","25","29224.21","Divorced","Male","0","16.94452551","5","1","0","0","Emergency Admission","1","0","Low","1","0","0","0","0","0","1","0","0","Blood Work","13.73995765","3666.735859","8829.384259"
"IL","38.41946","-89.89048","Rural","1","60","56824.95","Separated","Female","0","16.21278431","5","0","0","0","Observation Admission","0","1","High","1","1","0","1","1","1","0","0","0","Blood Work","16.08095043","3924.01976","10461.53968"
"ND","48.71825","-102.08516","Rural","0","33","101159.2","Divorced","F","0","17.63916815","6","2","0","0","Emergency Admission","0","1","Low","0","0","0","1","0","0","1","1","1","Blood Work","15.58649398","3859.384171","6501.40703"
"CA","39.27204","-121.9988","Suburban","3","48","64267.4","Never Married","Male","0","16.77535235","5","1","1","0","Observation Admission","1","0","Medium","1","0","0","1","","0","1","0","1","Intravenous","12.28679942","3214.48003","15910.94246"
"IL","41.0012","-88.53656","Rural","1","83","18866.15","Never Married","Male","0","16.85343059","4","2","1","0","Emergency Admission","0","0","Medium","1","0","1","0","0","0","0","1","1","Blood Work","2.920393111","2742.183229","14215.30393"
"OK","36.59727","-94.73848","Rural","1","54","40970.05","Separated","Female","0","17.21549971","5","1","1","0","Emergency Admission","0","0","High","1","0","1","0","0","1","0","1","1","Intravenous","2.277763341","3189.136163","9886.229487"
"WV","39.64778","-79.99727","Suburban","0","66","3512.72","Divorced","Male","0","18.26753773","5","1","2","0","Emergency Admission","1","0","Medium","1","0","0","1","1","0","1","0","0","Blood Work","2.006912026","2884.491451","21993.50751"
"VA","36.58325","-79.6348","Rural","2","73","16654.59","Never Married","Nonbinary","0","16.89128343","6","2","0","1","Elective Admission","1","0","Medium","1","0","1","1","0","0","1","1","0","Blood Work","5.053091865","2671.503183","23875.80546"
"IA","42.25635","-95.10378","Suburban","0","51","29396.59","Separated","Female","0","15.07881598","4","0","0","0","Elective Admission","1","1","High","0","1","1","0","1","0","1","1","0","Blood Work","10.72464811","3612.819217","17276.36942"
"MI","42.51238","-85.40323","Urban","0","35","49901.4","Widowed","Female","0","17.35366326","4","2","0","0","Observation Admission","0","0","Medium","0","1","0","1","0","1","0","1","0","Blood Work","12.86160757","3221.273743","5912.173927"
"FL","30.23936","-85.65202","Rural","4","86","132963.95","Never Married","Male","0","18.64165014","5","0","1","0","Elective Admission","0","1","Medium","1","1","0","1","0","0","1","0","0","CT Scan","8.298685247","2762.184305","14397.94621"
"WI","43.32154","-89.55903","Suburban","1","60","47271.02","Divorced","m","0","19.74899477","5","2","0","1","Elective Admission","0","0","High","0","1","1","0","0","1","0","0","0","Blood Work","13.65994134","3621.714719","10521.78643"
"MN","46.04962","-96.29764","Rural","","43","26589.81","Never Married","Female","0","13.98321821","6","0","1","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","0","1","1","MRI","23.76222681","4374.714856","7607.03839"
"OK","34.1589","-96.44023","Rural","3","89","22718.17","Divorced","Female","0","19.73849656","6","1","0","0","Emergency Admission","0","0","High","1","0","1","0","1","1","1","1","0","MRI","3.683243664","3450.025197","15571.41597"
"SC","33.46142","-79.84306","Rural","1","75","62583.87","Never Married","Female","0","16.18810106","3","2","3","0","Emergency Admission","0","0","Low","0","0","0","1","1","1","1","0","0","Intravenous","12.81413091","3743.802763","12637.53975"
"MI","42.54215","-83.38137","Suburban","8","63","128855.39","Widowed","Female","0","16.75698981","5","1","3","1","Emergency Admission","0","0","Medium","1","0","0","0","1","1","0","1","0","Blood Work","23.03721938","4486.569552","11058.3805"
"MO","36.94006","-90.76895","Suburban","2","57","80286.61","Separated","Female","0","23.66294843","5","0","0","0","Elective Admission","0","0","Medium","1","1","1","0","1","0","1","1","0","CT Scan","1.462113858","2328.049638","9578.478337"
"AK","63.67959","-170.48517","Urban","7","57","50129.65","Never Married","Female","0","18.42223981","3","1","0","1","Emergency Admission","1","1","Medium","1","0","0","1","0","1","1","0","1","Blood Work","3.603021104","3016.241604","19880.14203"
"NM","35.08098","-106.64664","Urban","1","84","26005.2","Never Married","Male","0","18.37925557","3","1","1","0","Elective Admission","0","0","Medium","0","1","0","0","0","0","0","0","0","Blood Work","8.617860301","2633.7656","13890.43987"
"NH","43.07915","-72.11417","Suburban","0","36","29328.32","Separated","Female","0","16.3789993","6","2","1","1","Elective Admission","1","1","Med","1","0","1","0","0","0","0","0","1","Blood Work","32.07610338","4671.45901","12059.10782"
"GA","33.96739","-85.06207","Urban","1","57","26613.85","Married","Male","0","17.59963321","6","1","0","0","Elective Admission","1","1","High","0","1","0","0","0","1","0","1","1","Intravenous","11.7187257","3559.455859","19239.05703"
"OH","40.10165","-80.97507","Rural","1","63","94836.44","Separated","Male","0","20.40595524","6","0","0","0","Observation Admission","0","0","Low","1","0","0","0","0","0","1","0","1","Intravenous","11.46079525","2855.33979","10389.19416"
"MI","42.17903","-83.48676","Suburban","3","41","28977.92","Divorced","Male","0","15.21280449","7","0","1","1","Elective Admission","0","0","High","1","0","1","0","0","0","1","1","0","Intravenous","3.614038612","2760.771235","7529.036236"
"NC","35.47154","-80.89809","Rural","0","33","18350.26","Separated","Female","0","18.26792696","5","1","0","0","Observation Admission","0","1","Medium","1","0","0","0","1","0","0","1","0","Blood Work","7.207277648","2591.060747","5685.001847"
"MD","38.67227","-77.02018","Urban","6","78","32310.31","Divorced","Female","0","16.06790258","5","2","1","0","Observation Admission","1","0","Low","1","0","0","0","","0","0","0","0","Blood Work","19.25219805","3630.638542","25396.52824"
"NC","35.63715","-83.09195","Rural","4","39","27838.14","Divorced","Male","0","15.52494112","5","1","2","0","Emergency Admission","0","0","High","1","0","0","0","0","0","0","0","0","Blood Work","18.43504167","4292.030901","7576.923508"
"ND","48.20017","-97.82627","Rural","2","51","28972.49","Widowed","Male","0","16.53961045","4","1","0","1","Elective Admission","0","0","Low","1","0","1","1","0","0","0","0","0","Blood Work","5.034430031","2437.389562","8564.9565"
"TN","36.4342","-84.27892","Urban","0","29","23226.23","Separated","Female","0","22.73774065","5","0","1","0","Observation Admission","1","0","Medium","1","1","0","1","1","0","1","0","0","CT Scan","9.969557237","3096.56107","9651.33774"
"PA","40.36026","-79.90518","Suburban","3","32","25732.1","Divorced","Female","0","15.79958348","5","3","0","0","Emergency Admission","1","0","High","1","1","0","0","0","0","0","0","0","CT Scan","3.756794581","3273.601085","11531.31206"
"IN","38.19303","-87.69924","Suburban","2","20","135288.23","Never Married","Female","0","20.91832412","5","1","2","0","Observation Admission","0","0","High","0","1","0","0","0","0","0","0","1","Intravenous","6.51388821","2874.864967","3968.532959"
"CA","33.11927","-117.18505","Suburban","1","19","96597.84","Never Married","Male","0","18.72519174","6","1","0","0","Elective Admission","1","0","Medium","1","0","0","0","1","0","0","1","0","Blood Work","6.744941478","2665.501129","6565.074053"
"IA","43.07364","-92.051","Rural","9","34","102305.08","Divorced","Female","0","15.66412056","6","1","0","1","Emergency Admission","0","0","Medium","0","0","1","1","1","1","1","1","0","Blood Work","10.54911614","3693.095792","6514.100048"
"WA","46.3184","-123.43535","Urban","","22","48490.95","Divorced","Male","0","19.99897208","5","1","0","0","Emergency Admission","0","0","High","1","0","0","0","0","1","1","0","0","Intravenous","8.553388803","3629.04502","4730.46339"
"TX","30.85583","-95.39831","Urban","1","86","6829.67","Separated","Female","0","14.57332425","5","2","1","0","Elective Admission","1","1","Medium","0","0","1","1","0","0","0","0","0","Blood Work","8.652246241","2846.148825","28102.9575"
"TN","36.16307","-86.6651","Urban","2","60","8459.99","Never Married","Female","0","19.03416191","5","1","0","0","Emergency Admission","0","1","Medium","1","0","0","1","1","0","0","0","0","Intravenous","6.714754433","3097.337588","11030.98732"
"MS","33.91688","-90.35836","Suburban","3","86","99813.98","Widowed","Male","0","18.16344887","7","1","0","1","Elective Admission","0","1","High","1","0","0","0","0","1","0","1","1","Blood Work","9.564816818","3198.695139","14780.50363"
"AK","61.38199","-148.52105","Rural","3","39","27219.77","Widowed","Female","0","17.31389379","6","1","1","0","Emergency Admission","1","0","Med","1","0","1","1","1","0","0","0","0","Blood Work","17.61433708","4177.952329","13431.74992"
"MN","43.89744","-93.51479","Rural","0","29","53571.26","Never Married","m","0","17.0625536","5","1","1","0","Emergency Admission","0","0","Low","1","1","0","1","1","0","0","0","1","Blood Work","5.902798124","3102.758504","5308.867753"
"NC","35.28035","-81.79052","Rural","3","53","114525.82","Divorced","Male","0","20.98349091","4","1","0","0","Observation Admission","0","0","Low","1","0","0","0","0","0","0","1","0","Blood Work","21.10591858","3644.739482","8844.952509"
"NE","41.12489","-96.05946","Rural","1","20","18388.64","Never Married","Male","0","18.15925652","5","0","0","0","Emergency Admission","0","0","Low","0","1","0","0","0","0","1","1","0","Blood Work","4.268295163","2909.956129","3897.701163"
"AL","34.71349","-86.74668","Rural","0","47","73557.75","Separated","Male","0","17.44660951","6","0","0","1","Emergency Admission","0","1","High","0","1","0","0","0","0","0","0","0","Blood Work","10.16205016","3686.110694","9374.213133"
"KY","36.67111","-86.26973","Rural","0","22","48676.03","Separated","Male","0","16.8505371","5","2","1","0","Observation Admission","0","1","Medium","1","0","0","0","1","1","1","1","0","Blood Work","9.248960037","2905.047226","3997.617113"
"IL","39.82757","-88.4661","Rural","4","58","51848.76","Widowed","Female","0","13.95703796","4","0","0","0","Elective Admission","1","0","Low","1","0","1","0","0","0","1","0","0","Intravenous","4.496888736","2472.258779","19004.96239"
"WI","43.15744","-87.91632","Urban","","47","34499.5","Never Married","Female","0","22.99498744","6","0","1","0","Elective Admission","0","0","Medium","0","0","1","0","1","0","0","0","1","CT Scan","2.403987122","2213.012537","7907.819354"
"PA","40.82964","-75.58125","Urban","0","18","53675.93","Separated","Male","0","18.80953799","4","1","0","0","Emergency Admission","0","0","Medium","1","0","1","0","0","1","1","1","1","Blood Work","12.54140513","3677.203622","3750.026394"
"TX","26.47802","-97.91812","Suburban","0","25","26749.81","Never Married","Female","0","18.31432177","5","2","2","0","Elective Admission","0","1","High","1","1","1","1","1","1","0","1","1","Blood Work","8.752445692","3458.421346","4875.810097"
"MO","38.36077","-93.28146","Urban","0","59","33069.48","Never Married","Female","0","19.34215122","5","1","2","0","Emergency Admission","1","0","Medium","0","1","0","0","0","0","0","1","0","CT Scan","4.879927909","3011.814106","19669.3924"
"NE","41.50914","-96.78773","Suburban","3","69","50017.99","Separated","Female","0","14.94339431","6","0","1","0","Elective Admission","0","0","Medium","0","0","0","1","1","0","0","1","1","Blood Work","13.68592102","3215.896924","11461.00671"
"MD","38.34475","-75.58258","Rural","4","82","6172.28","Married","Male","0","17.85625095","5","0","0","0","Emergency Admission","0","0","Medium","1","1","0","0","","0","0","1","0","Blood Work","2.368127777","2693.679414","14078.40462"
"NC","34.29242","-78.93518","Urban","1","60","24715.72","Widowed","Female","0","20.29210389","4","4","1","1","Elective Admission","1","0","High","0","1","0","1","0","1","0","1","1","Intravenous","1.453620078","2812.345376","20020.28617"
"CO","39.40956","-104.57247","Suburban","4","66","46309.76","Married","Female","0","17.73921415","5","1","0","0","Emergency Admission","1","0","High","1","1","0","0","0","0","1","0","0","Blood Work","1.111284975","3117.414837","22450.98093"
"IL","41.482","-90.49016","Rural","1","26","63673.87","Widowed","Female","0","17.07719555","7","2","1","0","Emergency Admission","1","0","High","1","1","1","0","0","1","1","1","0","Blood Work","7.930819526","3897.190561","9616.847137"
"MO","40.33071","-92.51474","Rural","0","34","45755.08","Never Married","Female","0","17.7713551","4","0","2","0","Observation Admission","1","0","High","1","0","0","1","0","0","0","0","0","Intravenous","5.527887717","2928.43668","11659.42906"
"CA","37.95945","-121.28753","Rural","4","84","14057.58","Married","Male","0","19.68726042","3","1","0","0","Emergency Admission","1","0","High","0","0","0","0","0","0","0","1","0","Blood Work","2.16124088","3130.594194","28297.97033"
"NY","40.75848","-73.6973","Rural","0","89","79759.72","Separated","Male","0","17.898182","3","1","1","0","Observation Admission","1","0","Medium","1","1","1","0","0","0","1","0","0","Blood Work","9.779207218","2977.03142","29021.25261"
"OH","41.53273","-80.61212","Urban","1","74","44127.32","Divorced","Female","0","17.7869804","5","1","0","1","Emergency Admission","0","0","Medium","0","0","0","0","1","0","0","1","0","Intravenous","24.02319654","4481.244063","12619.1158"
"MO","38.90788","-94.28753","Rural","2","24","23180.9","Married","Female","0","16.00944932","4","1","0","0","Elective Admission","0","0","Low","1","1","0","0","0","1","1","0","0","Blood Work","1.032975766","2158.971959","4075.029933"
"IL","37.21897","-89.20552","Rural","1","74","74131.94","Widowed","Female","0","16.85789128","4","1","1","1","Emergency Admission","0","0","High","1","0","0","0","1","0","0","0","1","Blood Work","8.85528153","3592.231939","13025.90062"
"NY","42.05701","-77.43901","Suburban","1","32","4788.93","Widowed","Male","0","19.02931241","6","1","0","0","Observation Admission","1","0","Medium","1","1","0","0","0","1","1","0","1","Intravenous","1.641752088","2321.176987","10728.47095"
"MI","42.44358","-84.55141","Urban","0","58","87961.11","Married","Male","0","17.88950526","5","0","0","0","Emergency Admission","0","0","High","1","0","0","0","1","0","0","0","0","Intravenous","21.82648957","4655.064733","10511.38299"
"NJ","39.37702","-75.02426","Urban","1","73","43110.8","Widowed","Male","0","20.63157366","4","1","0","0","Emergency Admission","1","0","Medium","1","0","1","0","0","0","1","0","0","Intravenous","7.529071824","3233.032527","24344.62942"
"TN","35.21489","-87.01128","Suburban","3","52","10691.69","Widowed","Female","0","20.38268815","4","2","0","1","Elective Admission","0","0","High","1","0","0","1","0","0","0","1","1","Intravenous","3.827859991","2736.497067","9144.470106"
"IL","41.722","-87.70244","Rural","0","44","401.86","Divorced","Male","0","16.55465336","4","1","0","0","Emergency Admission","0","0","Medium","1","0","0","1","1","0","1","0","0","Intravenous","8.90743193","3337.58195","7853.18413"
"LA","30.33201","-92.03578","Urban","0","39","31120.5","Separated","Male","0","18.28124384","6","2","2","0","Elective Admission","1","0","High","1","0","0","0","0","0","1","1","0","Intravenous","4.825498106","2897.155571","13343.02157"
"OK","36.08107","-97.07627","Urban","1","41","28844.1","Never Married","Female","0","18.35920986","5","0","0","0","Emergency Admission","0","0","High","1","1","0","0","0","0","0","0","0","Blood Work","5.985399811","3343.884978","7730.00296"
"NJ","40.73656","-74.44403","Suburban","0","84","25182.72","Divorced","Female","0","15.2760732","3","0","1","0","Elective Admission","0","0","Med","1","1","0","1","0","1","0","0","1","Blood Work","8.718269824","2822.097389","13777.36919"
"WV","37.67243","-81.2561","Suburban","3","89","38725.35","Separated","Female","0","17.08432948","6","0","0","1","Observation Admission","1","0","Low","1","0","0","1","1","1","0","0","0","Blood Work","4.337468139","2588.662209","28830.32716"
"TX","31.79772","-106.36331","Rural","0","38","16012.97","Never Married","Female","0","18.08165908","5","0","1","0","Elective Admission","1","0","High","1","0","0","1","0","1","0","0","0","Blood Work","5.535164659","3015.147267","12943.7529"
"PA","40.80912","-79.47289","Suburban","0","43","49856.34","Never Married","Female","0","19.01233658","5","1","0","1","Elective Admission","0","0","Medium","0","0","0","1","0","0","1","0","0","Intravenous","4.98818224","2418.977968","7196.822727"
"VA","37.49673","-76.29981","Rural","7","70","42537.02","Widowed","Male","0","20.92760455","4","0","1","0","Emergency Admission","0","0","Medium","0","0","0","0","0","1","0","0","0","Blood Work","7.237484927","3047.147296","12240.5068"
"AL","33.64919","-86.70587","Rural","1","28","17893.48","Divorced","m","0","19.78715433","6","1","0","0","Emergency Admission","1","0","Medium","0","1","0","1","0","0","1","0","0","Blood Work","7.895243639","3353.77359","9860.920053"
"NJ","40.75173","-75.01123","Rural","4","37","32453.16","Married","Female","0","18.24330674","4","2","2","1","Elective Admission","0","0","Medium","1","1","0","0","1","0","0","1","1","Blood Work","4.374382475","2430.890294","6349.917545"
"CO","40.04547","-105.29048","Suburban","3","69","9224.1","Married","Male","0","18.22870418","5","4","0","1","Emergency Admission","1","1","High","1","1","0","1","0","0","0","0","0","Blood Work","4.24056671","3407.230449","24092.4884"
"MN","44.82494","-93.37819","Suburban","3","70","39396.8","Separated","Male","0","20.44938871","4","2","0","0","Emergency Admission","1","0","Medium","0","1","0","0","1","0","0","1","0","Intravenous","13.08239154","3769.052185","23373.464"
"WI","43.7509","-90.28434","Suburban","1","43","35758.06","Separated","Male","0","20.05234163","7","0","0","0","Observation Admission","1","1","Medium","0","1","0","0","0","0","0","0","0","Blood Work","5.22243565","2467.875041","14345.33537"
"IL","41.78014","-87.82394","Rural","3","55","20080.82","Separated","","0","21.83891775","5","0","1","0","Emergency Admission","1","0","Low","1","1","0","0","1","1","0","0","1","Intravenous","13.41693888","3822.898402","18351.65862"
"TX","31.50464","-101.93778","Urban","3","69","22814.53","Separated","Female","0","15.77050863","3","1","0","0","Emergency Admission","0","1","Medium","1","0","0","0","1","1","0","1","0","Intravenous","10.43962541","3454.349887","12507.00189"
"MO","39.3175","-94.483","Urban","3","69","43510.82","Divorced","Female","0","20.70265701","5","1","0","0","Emergency Admission","0","0","Low","1","0","0","0","0","0","1","1","0","CT Scan","7.240613582","3081.550622","11745.45841"
"CA","33.5956","-117.83209","Rural","","60","59758.57","Divorced","Male","0","18.6764514","5","0","1","0","Observation Admission","0","1","Medium","1","1","0","1","0","0","0","0","1","Blood Work","13.28285377","3109.995217","10099.69891"
"OH","40.02877","-80.8234","Rural","1","77","21310.55","Widowed","Female","0","21.05010785","3","3","0","0","Observation Admission","1","1","Medium","1","0","0","0","0","0","1","0","1","Blood Work","2.690607357","2249.05273","25151.93357"
"NC","36.22862","-80.99496","Rural","1","18","18958.64","Never Married","Male","0","16.41573606","4","1","0","1","Emergency Admission","0","0","Medium","0","0","1","0","1","0","0","0","1","Intravenous","1.817859477","2677.309713","3780.811067"
"FL","28.83557","-82.27173","Suburban","3","45","10479.91","Divorced","Female","0","15.74928844","4","1","1","0","Elective Admission","0","1","Medium","1","","0","1","0","0","0","1","0","Blood Work","10.76328778","2891.276754","7701.050429"
"OK","35.34011","-97.19639","Suburban","4","27","16543.97","Divorced","Male","0","14.09860339","4","1","0","1","Elective Admission","0","0","Low","0","0","0","0","1","0","0","0","0","Blood Work","1.831672674","2090.915076","4700.628582"
"FL","27.85329","-82.75989","Suburban","1","89","9486.98","Separated","Female","0","19.11785926","4","2","0","0","Elective Admission","0","0","High","1","1","1","0","0","0","0","0","0","Intravenous","5.396800799","2858.536485","15096.35232"
"WV","37.86721","-81.49651","Urban","0","30","55460.61","Widowed","Female","0","17.43333884","6","1","0","1","Elective Admission","0","1","Medium","1","0","1","0","","1","0","1","0","Intravenous","5.703285016","2629.144417","5275.209411"
"AR","35.23583","-92.13191","Rural","1","87","31341.91","Married","Male","0","15.6186969","4","0","0","0","Emergency Admission","0","0","Medium","0","0","0","1","0","1","1","0","0","Intravenous","7.659066785","3236.262024","14788.9561"
"OR","45.49797","-122.7278","Suburban","1","26","92305.85","Never Married","Male","0","20.46220687","6","0","0","1","Emergency Admission","1","0","Medium","1","1","0","1","0","1","0","0","0","Blood Work","11.49897228","3674.588568","9220.397453"
"CO","39.7716","-104.88235","Rural","2","26","65558.03","Widowed","Male","0","19.93451055","5","1","1","0","Emergency Admission","0","1","Low","1","0","0","1","0","1","1","1","0","Blood Work","4.081151298","3002.77555","5517.916042"
"TX","32.96","-96.83847","Suburban","0","33","57365.89","Divorced","F","0","13.54167332","4","3","0","0","Emergency Admission","1","0","Medium","1","0","0","1","0","1","0","0","0","Intravenous","5.144408547","3081.958465","11431.44188"
"GA","32.46798","-84.94951","Rural","4","56","14495.72","Never Married","Male","0","18.16055265","4","0","0","0","Elective Admission","0","0","Medium","1","1","0","1","0","1","0","0","0","Blood Work","10.88219804","2999.404998","9489.801722"
"WV","38.49617","-80.83622","Rural","1","23","11771.54","Widowed","Female","0","16.55230312","5","1","0","0","Observation Admission","0","0","Low","0","0","0","0","0","0","0","1","0","Blood Work","2.732427599","2139.255281","3883.66416"
"FL","29.06879","-82.36341","Urban","1","64","39587.81","Divorced","Male","0","19.33247581","6","1","0","0","Elective Admission","1","0","Medium","1","0","1","1","0","0","0","1","0","Intravenous","2.861179324","2431.321499","21048.78342"
"FL","26.31096","-80.09877","Rural","0","65","57930.01","Never Married","Female","0","19.17062975","4","0","0","0","Observation Admission","1","0","Low","0","0","1","1","0","0","0","1","0","Intravenous","1.630264039","2330.462957","21123.6528"
"IL","41.63501","-87.7362","Urban","0","60","19201.78","Widowed","Female","0","18.51687019","3","1","0","0","Emergency Admission","1","0","High","1","0","0","0","1","0","0","1","0","Blood Work","2.688477401","3258.940727","20406.27444"
"AZ","34.17017","-109.33153","Urban","7","51","67115.76","Separated","Female","0","16.82794842","5","1","0","1","Elective Admission","1","0","High","1","0","0","0","1","0","1","0","1","Intravenous","15.15238834","3768.784382","17325.92115"
"OH","40.48617","-80.67063","Urban","","66","54106.58","Divorced","Female","0","18.83526744","6","1","0","0","Elective Admission","0","0","Medium","1","1","0","0","1","1","0","0","1","MRI","11.89720572","3073.728326","10890.18803"
"NH","42.8955","-72.40479","Urban","1","28","24507.11","Never Married","Male","0","19.77481556","5","1","0","1","Elective Admission","1","0","Medium","1","0","0","0","0","0","1","1","1","Intravenous","13.48709659","3193.37396","9447.425753"
"AR","34.77741","-92.14387","Urban","0","29","17848.85","Widowed","Nonbinary","0","17.70078781","3","1","0","0","Emergency Admission","0","0","Medium","1","0","1","0","0","0","0","0","1","Intravenous","5.283496402","2876.130613","5430.304164"
"PA","41.05318","-79.81842","Suburban","9","64","34613.82","Widowed","Female","0","21.05620992","6","3","0","0","Elective Admission","0","0","Low","1","0","0","1","1","0","1","0","0","CT Scan","10.63747568","2967.014792","10713.76664"
"IN","40.72148","-84.91366","Rural","1","80","12775.56","Widowed","Male","0","18.44663876","5","4","0","0","Observation Admission","0","1","Medium","1","0","1","0","1","0","1","0","1","CT Scan","7.751137597","2711.727608","13417.33509"
"ME","44.99136","-68.23069","Urban","1","71","15441.04","Never Married","Male","0","18.35858722","5","0","1","1","Emergency Admission","0","0","Low","1","0","0","1","1","0","1","1","0","","5.529297537","3120.465108","12084.05863"
"ID","45.57031","-113.99128","Suburban","4","45","10585.59","Widowed","Male","0","18.25155309","4","1","0","0","Elective Admission","0","0","Low","1","1","0","0","0","0","0","0","1","Blood Work","7.409781557","2534.778234","7591.088382"
"TX","29.59043","-98.52525","Suburban","2","26","33060.09","Divorced","Female","0","19.70221237","5","0","1","0","Emergency Admission","1","0","Low","1","1","0","0","0","0","0","1","1","CT Scan","18.33642005","4114.410033","9033.296246"
"TX","33.61862","-99.2424","Urban","0","68","60747.04","Separated","Male","0","19.78045032","5","0","0","0","Elective Admission","0","0","Medium","1","1","0","1","0","0","0","0","1","Blood Work","4.511033394","2391.251185","11293.63623"
"GA","30.89334","-84.42559","Suburban","3","75","39379.33","Divorced","Female","0","20.1870079","5","1","0","0","Emergency Admission","1","0","High","1","0","0","0","0","0","0","0","0","Intravenous","27.67566994","5161.511251","25302.54796"
"NC","35.65858","-77.38404","Suburban","1","41","45721.95","Never Married","Female","0","17.92184341","5","2","0","0","Observation Admission","0","0","Medium","1","0","1","0","0","1","0","0","1","CT Scan","5.158200732","2439.655277","6978.396064"
"UT","39.01694","-111.86822","Rural","0","89","63284.65","Never Married","Female","0","17.725143","6","2","1","1","Observation Admission","1","1","Medium","0","1","0","0","0","1","0","0","0","Intravenous","12.68412153","3165.38381","28961.00586"
"IL","40.40891","-90.91203","Rural","8","79","14324.28","Separated","Male","0","20.7522834","6","1","1","1","Emergency Admission","1","0","High","0","1","0","0","0","0","0","0","0","Blood Work","18.47588151","4479.651304","26816.52389"
"FL","25.77789","-80.17412","Urban","10","70","12736.92","Married","Female","0","18.82127937","5","0","0","0","Observation Admission","0","0","Medium","1","1","0","0","0","0","0","0","1","Blood Work","5.146598942","2349.337935","11840.35916"
"TN","36.00774","-84.87192","Rural","4","55","7850.97","Married","Female","0","17.61905416","5","2","0","0","Elective Admission","1","0","High","1","1","1","0","1","1","1","1","0","Blood Work","4.692069295","3204.637057","18586.56319"
"OH","39.77433","-83.14164","Urban","0","40","30748.44","Divorced","Male","0","18.52380809","3","2","1","0","Elective Admission","0","0","High","1","0","0","0","0","0","1","1","1","Intravenous","5.610541242","2849.157102","7204.150253"
"PA","39.87578","-80.17563","Rural","2","77","30838.24","Never Married","Female","0","20.14547584","5","1","1","1","Observation Admission","0","0","Medium","1","0","0","1","1","0","0","0","1","MRI","3.847756836","2350.098782","12714.87084"
"CA","33.7235","-118.00674","Urban","0","39","15108.7","Never Married","Male","0","19.41941214","6","0","0","0","Observation Admission","1","0","Low","1","0","0","0","0","0","1","1","0","Blood Work","14.47333741","3274.184404","12807.19414"
"OK","35.42136","-99.27903","Rural","0","73","28312.92","Widowed","Male","0","19.63542336","6","1","0","0","Emergency Admission","1","0","Low","1","0","0","0","1","0","1","0","1","Blood Work","11.37396627","3558.017541","24109.57264"
"KY","37.54305","-87.7007","Rural","6","51","15542.98","Widowed","Male","0","18.53869649","6","2","0","0","Observation Admission","1","0","High","1","1","1","1","0","0","1","1","1","Blood Work","15.7345995","4032.168031","17449.37334"
"CA","35.39347","-119.12045","Urban","1","75","50685.08","Divorced","Female","0","18.87990672","5","2","0","1","Emergency Admission","0","1","High","1","0","0","0","0","0","0","0","0","Blood Work","15.61151187","4060.676963","13818.9826"
"AK","62.3338","-146.72325","Urban","3","19","4620.27","Separated","Male","0","17.37839317","4","0","0","1","Emergency Admission","0","0","Medium","1","1","0","0","0","1","0","0","0","Blood Work","8.650644473","3234.889404","3931.010649"
"NM","36.13056","-107.51149","Rural","3","63","31129.21","Married","Female","0","20.52982774","5","0","0","1","Elective Admission","0","0","Medium","1","","0","0","1","1","0","0","0","Intravenous","8.23399378","2701.621781","10500.79875"
"FL","28.69295","-81.79654","Rural","3","19","56007.17","Never Married","Male","0","17.91255686","5","1","0","0","Observation Admission","1","0","Medium","1","1","1","0","1","0","1","1","0","Intravenous","11.56649801","3268.304281","6698.594263"
"OR","45.06916","-122.77022","Rural","3","51","36989.44","Separated","Male","0","17.46877484","5","0","1","1","Emergency Admission","1","0","Medium","1","0","0","1","0","0","0","1","0","Intravenous","14.03521848","3784.018114","17285.22066"
"NY","42.34871","-77.34269","Rural","1","67","28918.54","Separated","Male","0","19.73841225","5","2","1","0","Emergency Admission","1","0","Medium","1","0","1","1","1","1","0","0","1","Blood Work","12.32892396","3830.991314","22419.78298"
"OH","39.55154","-81.25683","Rural","2","44","14012.46","Divorced","Female","0","17.59568987","6","1","0","0","Emergency Admission","0","0","Low","1","0","0","1","0","0","0","1","1","Intravenous","11.78261003","3487.121029","7700.146233"
"NC","36.23487","-80.29577","Suburban","8","79","66976.42","Divorced","Female","0","15.83790175","5","1","0","0","Observation Admission","0","1","Low","1","0","0","1","0","1","0","0","1","Blood Work","17.01321489","3429.816424","13185.68859"
"ME","44.62487","-70.0832","Rural","4","74","71690.34","Widowed","Male","0","14.03646125","5","0","0","0","Observation Admission","0","0","High","1","0","0","0","0","0","0","1","0","Intravenous","17.73840416","3782.306917","12790.32498"
"IN","41.693","-86.1464","Urban","0","24","12393.93","Separated","Male","0","16.61731348","3","0","0","0","Emergency Admission","1","0","Low","1","1","1","0","1","1","1","1","0","Intravenous","15.03483174","4150.929602","8488.719804"
"RI","41.7057","-71.39206","Urban","0","70","178470.63","Divorced","Male","0","13.60217207","6","2","0","0","Elective Admission","1","0","Medium","0","0","0","1","1","0","1","1","0","Blood Work","4.335986827","2622.687804","22867.61568"
"CA","41.01057","-121.47205","Suburban","8","76","63171.53","Never Married","Male","0","17.784899","5","2","2","0","Emergency Admission","1","0","Medium","0","1","1","1","0","0","0","1","0","Blood Work","3.330980735","3054.090087","25514.34875"
"ND","47.38148","-102.62035","Suburban","1","30","19326.83","Widowed","Female","0","19.98173242","4","1","0","0","Observation Admission","1","0","Medium","1","1","0","0","1","0","1","1","0","Intravenous","4.343518596","2601.265684","10005.66235"
"TX","32.82398","-97.04866","Suburban","2","60","54294.81","Never Married","Female","0","19.22697403","3","1","1","1","Emergency Admission","0","0","Medium","0","1","0","0","1","0","0","1","1","Blood Work","1.287006978","2690.240618","10398.48644"
"WV","37.95667","-80.93788","Urban","1","69","77166.65","Separated","Male","0","18.86916997","4","0","1","0","Emergency Admission","1","0","High","0","0","0","0","0","0","0","1","0","Blood Work","14.43882368","4136.592833","23398.41818"
"VA","36.72729","-79.84428","Rural","0","75","15361.49","Divorced","Male","0","18.99459124","5","1","0","0","Observation Admission","0","1","Medium","1","0","0","1","1","0","0","1","1","Blood Work","16.39595631","3437.951368","12511.69405"
"UT","37.13713","-109.57122","Urban","0","30","52156.76","Separated","Male","0","17.18845063","4","0","0","0","Emergency Admission","0","0","Low","1","0","0","0","1","1","1","1","0","Blood Work","6.27479665","3173.673906","5472.72749"
"WA","47.61129","-122.33454","Urban","10","33","128959.11","","Male","0","14.65553079","5","1","0","0","Observation Admission","1","0","Medium","1","1","1","0","0","0","0","0","0","CT Scan","22.21952661","3935.783244","11397.74517"
"NY","41.26778","-73.60031","Suburban","1","79","38494.74","Separated","Male","0","16.92771264","4","0","0","1","Elective Admission","1","0","Low","1","1","0","0","0","1","1","1","0","Blood Work","3.318518725","2518.247827","25648.43081"
"MN","44.62994","-93.13428","Suburban","4","52","26868.88","Divorced","Female","0","18.56881297","4","0","0","0","Observation Admission","1","0","Medium","1","1","0","0","0","0","1","0","0","Intravenous","3.961015926","2425.098131","17143.76497"
"AZ","32.30199","-110.84021","Rural","0","29","12507.35","Married","Female","0","21.15303189","5","1","0","1","Emergency Admission","0","1","Medium","1","1","0","1","0","0","0","0","0","Intravenous","20.93668051","4249.456473","5991.40387"
"AZ","33.6079","-112.43385","Suburban","","88","50961.48","Never Married","Female","0","18.21622559","4","1","0","0","Emergency Admission","1","0","Medium","1","0","0","0","1","0","1","1","1","Blood Work","1.035656386","2770.598939","28963.52738"
"IL","40.33949","-89.81878","Suburban","10","80","9683.21","Divorced","Male","0","16.42507391","5","0","0","0","Observation Admission","1","0","High","1","0","0","0","1","0","0","1","0","Intravenous","6.109152934","3026.900288","26788.13887"
"NY","42.37458","-77.0928","Rural","2","30","17206.78","Married","Male","0","15.11346486","7","1","1","0","Emergency Admission","0","0","Medium","1","0","0","1","0","0","0","1","1","Blood Work","10.85156255","3410.833008","5663.339439"
"WV","38.52177","-80.16247","Rural","0","52","104590.78","Divorced","Male","0","19.77959457","6","0","0","0","Observation Admission","0","1","Medium","1","0","0","0","0","1","0","0","1","Blood Work","17.27994189","3357.681338","8818.32875"
"AZ","34.29984","-109.99991","Urban","8","62","14738.09","Separated","Female","0","14.55810894","4","0","0","1","Emergency Admission","0","0","Low","0","1","0","0","0","1","0","1","1","Blood Work","14.93546174","3809.533968","10775.31407"
"NH","43.01571","-70.90061","Suburban","2","24","103987.12","Separated","Female","0","17.96856426","4","1","0","1","Elective Admission","0","0","Low","1","0","0","0","0","0","1","1","1","Blood Work","11.34938214","2905.891041","4075.029933"
"SC","33.81144","-80.73851","Rural","2","23","131682.02","Married","Female","0","15.20849261","5","0","0","1","Emergency Admission","0","0","Medium","0","0","0","1","1","0","0","1","0","Blood Work","2.444103421","2807.08986","4460.264373"
"KS","37.28805","-95.95268","Urban","2","66","28884.09","Widowed","Female","0","18.97692565","5","0","1","1","Emergency Admission","0","0","Medium","0","0","1","0","0","1","1","0","0","Blood Work","6.689705265","3138.047763","11433.9239"
"IN","40.71204","-85.28477","Suburban","4","66","28763.83","Divorced","Female","0","20.29351792","5","1","0","0","Emergency Admission","1","0","Medium","1","1","0","0","0","1","1","0","1","Intravenous","1.028204692","2783.227448","22040.91747"
"OR","45.22297","-121.29254","Urban","0","87","81903","Separated","Male","0","17.07327714","6","2","0","1","Emergency Admission","0","0","Medium","0","1","1","1","0","0","1","0","0","Blood Work","6.266710854","3183.215168","14830.12229"
"RI","41.51497","-71.3771","Suburban","1","73","56109.08","Separated","Male","0","18.34984412","6","0","1","0","Emergency Admission","0","0","Medium","0","0","0","0","1","0","1","0","0","Blood Work","2.904518801","2751.726083","12537.54207"
"TX","30.2814","-96.18402","Rural","1","52","32771.91","Never Married","Male","0","16.46152165","5","2","0","0","Observation Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","CT Scan","3.543629509","2146.043215","8755.123303"
"MN","44.87844","-93.48321","Urban","7","76","15037.34","Divorced","Female","0","20.63561723","4","1","0","0","Elective Admission","0","0","Medium","1","1","0","0","0","0","0","1","0","Intravenous","8.554306514","2688.23834","12711.49174"
"NH","43.46768","-71.47519","Urban","1","30","14214.6","Married","Female","0","18.6691485","4","0","0","0","Emergency Admission","0","0","Low","0","1","0","0","1","0","0","0","0","CT Scan","7.683579537","3154.68177","5421.22616"
"FL","26.534","-80.08297","Suburban","3","19","80233.71","Widowed","Male","0","13.49196211","6","1","0","0","Emergency Admission","0","1","Medium","0","0","0","1","1","0","1","1","1","CT Scan","22.75733802","4532.093567","4560.232892"
"TN","35.78694","-88.76756","Urban","0","48","47701.72","Married","Male","0","22.3148927","5","2","1","1","Elective Admission","1","0","Low","1","0","0","0","1","1","1","0","1","Blood Work","6.974557288","2771.330583","15686.2672"
"NE","40.13254","-97.74719","Suburban","7","69","55073.21","Divorced","Female","0","18.97371039","3","1","0","1","Observation Admission","0","0","High","0","1","0","1","1","1","1","0","0","Blood Work","12.90157282","3724.089519","11997.4875"
"MO","36.94006","-90.76895","Rural","1","44","30111.05","Divorced","Female","0","17.71796144","4","1","2","0","Emergency Admission","1","0","Medium","1","1","0","0","0","1","1","0","0","Blood Work","1.617839773","2831.540874","14896.25758"
"ME","44.25882","-69.82131","Suburban","4","89","63469.22","Married","Male","0","18.03654722","5","1","1","0","Emergency Admission","0","1","Low","0","1","0","0","1","0","0","0","0","Blood Work","8.634612656","3232.607372","15696.09469"
"NY","43.74343","-76.11664","Rural","0","49","2068.19","Separated","Female","0","20.0056094","3","1","0","0","Emergency Admission","1","0","Medium","1","1","0","0","1","0","1","1","1","Blood Work","12.16557394","3754.511229","16473.33668"
"MO","39.16523","-94.5229","Rural","0","36","22167.97","Separated","Female","0","20.33931775","4","3","2","0","Elective Admission","0","0","Medium","0","1","0","0","0","0","1","0","0","Intravenous","3.300696693","2258.669788","6066.197753"
"KS","39.90702","-100.21274","Rural","1","71","102928.56","Married","Female","0","17.9375455","4","1","1","1","Elective Admission","0","0","Medium","1","","0","1","1","1","0","0","0","Blood Work","2.198837329","2301.104206","11720.59956"
"MT","45.61406","-108.38676","Suburban","8","29","17737.76","Widowed","Female","0","21.13138502","5","1","3","0","Emergency Admission","0","0","Low","1","0","0","0","0","1","0","0","0","CT Scan","5.803087505","2929.615867","5466.30186"
"ID","48.84391","-116.49055","Urban","2","39","38202.78","Widowed","Male","0","19.38847786","5","2","0","0","Elective Admission","0","0","Medium","1","0","0","0","0","0","0","1","1","Blood Work","8.855443686","2640.962006","6698.353676"
"GA","31.62918","-82.70778","Suburban","1","62","81219.57","Widowed","Male","0","18.0153994","3","0","0","0","Emergency Admission","0","0","High","1","1","0","1","0","1","0","0","0","Blood Work","12.57327854","4063.785994","11184.49206"
"MD","39.56503","-77.71134","Rural","","18","37760.15","Married","Female","0","18.13543091","6","1","1","0","Observation Admission","0","0","High","1","0","0","1","0","0","1","1","0","CT Scan","10.88602223","3375.408749","3589.08005"
"VA","36.76674","-81.84611","Suburban","1","69","47388.08","Separated","Female","0","14.77435329","3","1","0","1","Observation Admission","0","0","Low","0","1","0","0","0","1","1","0","0","Blood Work","14.20265574","3238.067116","11270.39476"
"NC","35.80666","-78.09348","Urban","0","64","4385.37","Married","Female","0","16.84691584","5","1","0","0","Observation Admission","1","0","Medium","1","1","0","0","1","0","0","1","0","Intravenous","9.160605197","2935.386265","20863.76188"
"PA","40.35261","-75.94104","Urban","0","51","30953.55","Married","Female","0","17.63959878","5","0","1","0","Emergency Admission","0","0","Low","1","1","0","1","0","0","0","1","1","Blood Work","14.92862321","3816.849424","8759.36595"
"IL","39.25607","-90.55969","Suburban","2","21","60689.77","Separated","Female","0","21.51605191","4","0","0","1","Observation Admission","1","0","Low","1","1","1","1","0","0","0","1","0","Intravenous","1.604654007","2400.31539","7093.724947"
"VA","37.66874","-79.47241","Urban","2","61","28261.91","Married","Female","0","17.69432669","6","1","0","0","Emergency Admission","1","1","Medium","1","0","1","1","0","0","1","0","0","Blood Work","17.34427574","4131.259275","21079.21473"
"IA","42.21586","-96.25672","Rural","1","83","56308.23","Separated","Male","0","19.8034639","4","1","1","0","Emergency Admission","1","0","","1","0","0","0","0","0","0","1","1","Blood Work","1.779301216","2685.804582","27472.01292"
"AL","31.07156","-86.36268","Suburban","0","79","41274.48","Never Married","Male","0","17.45268574","6","2","0","0","Emergency Admission","0","0","","1","1","0","1","0","0","0","1","1","Blood Work","1.260901782","3110.440125","13883.58609"
"TX","31.75506","-98.3541","Suburban","3","76","55001.52","Married","Female","0","16.32622698","4","0","0","0","Emergency Admission","0","0","Low","1","1","0","0","1","0","0","0","1","Intravenous","14.73769625","3732.680871","12869.52611"
"GA","31.65233","-81.94184","Suburban","4","67","41103.82","Married","Male","0","15.20784479","4","1","0","0","Observation Admission","0","0","High","1","1","1","0","1","1","1","0","0","Intravenous","5.828400134","3125.742143","11738.20815"
"CA","39.66073","-121.36357","Rural","10","63","146378.38","Never Married","Female","0","19.04081388","5","1","0","0","Observation Admission","0","0","Medium","0","0","0","0","1","0","0","1","1","Blood Work","12.62026937","3034.589608","10716.29146"
"NY","42.65728","-73.74608","Rural","0","33","41646.93","Widowed","Female","0","17.27918667","5","0","0","0","Elective Admission","0","0","Medium","1","1","1","0","0","1","0","1","0","Blood Work","9.114770838","2895.479157","5662.962591"
"OR","45.00276","-120.7499","Rural","1","58","15376.54","Widowed","Male","0","19.96102451","5","1","0","0","Observation Admission","1","0","Medium","1","0","0","0","0","1","0","1","0","Intravenous","11.26405872","3036.756264","19055.26475"
"OK","36.50569","-98.03713","Rural","1","72","70908.62","Married","Male","0","17.91693143","5","1","2","1","Emergency Admission","0","0","Low","0","0","0","0","0","1","1","1","0","Blood Work","7.780345478","3211.889418","12241.36109"
"IN","38.87488","-85.65177","Urban","0","64","17483.57","Separated","Female","0","15.29725523","5","3","0","0","Emergency Admission","0","0","Medium","0","0","1","0","0","0","0","0","1","Blood Work","21.55873366","4209.688433","11054.47099"
"IL","41.89472","-87.61938","Suburban","2","63","51194.85","Widowed","Nonbinary","0","18.19200215","4","0","1","0","Emergency Admission","1","0","Medium","0","0","0","0","1","0","","1","0","Intravenous","16.80314883","4062.553244","21015.28559"
"PR","18.27102","-66.86982","Urban","4","27","23212.32","Separated","Male","0","21.07567707","6","0","0","1","Emergency Admission","1","0","Medium","1","0","0","0","0","0","0","0","0","Blood Work","4.902340319","2882.019466","9633.012772"
"MT","45.88026","-111.83655","Urban","2","70","2616.67","Divorced","Male","0","16.39230436","4","0","0","0","Elective Admission","0","0","Medium","1","0","1","0","0","0","0","0","0","Blood Work","1.345219461","2041.11349","11748.31864"
"CA","33.70705","-116.4047","Rural","2","61","16064.16","Married","Male","0","15.58279347","5","0","0","0","Emergency Admission","1","0","Low","1","1","0","0","1","1","0","0","0","Intravenous","6.245850681","3235.31491","20328.00639"
"OK","35.422","-97.56615","Urban","2","77","34657.12","Never Married","Male","0","15.67308792","4","0","1","0","Emergency Admission","1","0","Medium","1","1","0","0","0","1","0","0","0","Blood Work","10.14118559","3469.344337","25581.22979"
"TX","33.32169","-99.63092","Rural","7","32","17649.22","Divorced","Male","0","18.59937561","5","3","1","0","Emergency Admission","1","0","Medium","0","0","0","1","1","1","1","1","0","Intravenous","12.63380175","3901.030392","11323.39465"
"ID","43.64979","-116.43059","Suburban","2","18","75585.27","Divorced","Male","0","18.15434401","5","1","0","0","Emergency Admission","1","1","Medium","0","0","0","1","1","1","1","0","1","Blood Work","10.28327517","3648.753116","7318.313969"
"KS","38.02465","-96.64486","Suburban","2","57","50210.69","Married","Female","0","14.42653757","5","0","1","0","Emergency Admission","1","0","High","0","1","0","0","0","0","0","1","1","Blood Work","15.9578819","4333.01205","19503.78125"
"PA","39.95289","-75.16548","Suburban","0","86","18368.09","Separated","Female","0","19.90948051","5","0","1","0","Observation Admission","0","0","Medium","1","0","0","0","1","0","0","1","1","Blood Work","6.975851117","2572.098157","14098.53139"
"OK","34.68265","-94.84399","Rural","3","54","51989.1","Widowed","Female","0","16.30916315","6","0","0","1","Elective Admission","0","0","Low","0","0","0","0","1","0","","0","1","CT Scan","4.490706678","2369.371684","8923.247606"
"MN","47.09906","-94.46784","Urban","4","44","63877.74","Separated","Female","0","15.88372961","3","2","0","0","Observation Admission","0","0","Medium","0","1","1","1","0","1","0","0","0","Intravenous","12.27248046","3188.524989","7552.493383"
"WI","43.53422","-89.99898","Rural","0","19","16149.99","Divorced","Male","0","15.38136471","7","1","0","0","Elective Admission","0","0","Low","1","0","0","0","0","1","0","0","1","MRI","7.044598253","2519.019369","3292.84109"
"IA","40.94889","-91.15727","Suburban","4","52","18124.3","Divorced","Female","0","15.88354254","4","2","0","0","Emergency Admission","1","0","Medium","0","1","0","0","1","1","0","1","1","Intravenous","12.25146121","3787.081877","17557.25927"
"","34.71395","-92.50441","Suburban","1","55","26468.76","Married","Female","0","17.14122368","5","2","0","1","Emergency Admission","1","0","High","1","0","0","0","1","0","1","0","1","Blood Work","1.600677251","3170.70963","18835.75261"
"MI","45.01521","-84.15842","Suburban","6","74","37342.05","Married","Female","0","23.00051338","5","0","0","1","Elective Admission","1","1","Low","1","1","1","1","1","0","1","0","0","Intravenous","8.17367936","3024.613962","24284.70266"
"AL","31.20136","-85.49807","Suburban","3","81","101603.97","Separated","Female","0","19.75508953","8","3","1","1","Observation Admission","0","0","Medium","0","0","0","1","1","1","0","1","1","Intravenous","3.543814778","2470.988955","13387.97991"
"NY","42.88898","-76.11302","Rural","1","71","39029.51","Never Married","Male","0","14.96564603","4","2","0","0","Emergency Admission","0","0","High","0","1","0","0","0","0","1","0","0","Intravenous","4.814652555","3308.537574","12629.72196"
"MS","33.30538","-90.42558","Urban","1","83","14482.82","Married","Male","0","17.40521161","4","1","0","1","","1","0","Medium","1","0","1","0","0","1","","0","1","Intravenous","1.575427833","2318.994907","27133.74812"
"LA","30.40565","-91.14254","Rural","1","19","41709.62","Widowed","Male","0","16.71411539","6","1","1","0","Observation Admission","0","1","High","1","0","0","1","0","0","1","1","1","Intravenous","11.03651646","3387.739922","3956.721946"
"FL","28.66743","-81.20178","Suburban","1","42","72301.54","Never Married","Female","0","20.72598406","7","2","0","0","Observation Admission","1","0","Medium","1","0","0","1","0","0","0","1","1","CT Scan","13.40956709","3220.43038","13848.79795"
"NY","42.97646","-75.59511","Rural","2","68","27845.68","Widowed","Female","0","19.64710219","4","1","1","0","Emergency Admission","0","0","Low","1","0","0","1","0","0","1","1","1","Blood Work","7.412384488","3189.615279","11550.814"
"NC","35.41919","-77.56436","Urban","1","78","21517.04","Separated","Nonbinary","0","16.47331895","6","0","2","0","Emergency Admission","1","0","Medium","0","1","1","0","0","1","1","0","1","Intravenous","9.307059434","3536.782189","25853.26431"
"KS","37.29126","-94.72854","Suburban","0","32","10272.41","Widowed","Female","0","19.35368184","5","2","0","0","Observation Admission","1","0","Medium","1","1","1","1","0","1","1","1","0","Blood Work","2.727700487","2639.030826","10687.35114"
"NJ","40.74524","-74.03217","Urban","3","58","42604.07","Never Married","Female","0","18.05490554","7","0","0","0","Observation Admission","1","0","Medium","0","0","0","0","0","0","1","0","1","Blood Work","8.625477343","2735.34317","19034.5481"
"OK","35.47077","-97.51894","Urban","8","44","108278.74","Divorced","Male","0","16.30961074","5","0","1","0","Elective Admission","1","0","Medium","1","1","1","0","1","0","0","1","0","Intravenous","8.658414921","2969.441128","14855.77149"
"AZ","32.82182","-109.76941","Rural","0","35","21938.66","Widowed","Male","0","19.86530316","6","1","3","1","Emergency Admission","1","0","Low","0","0","0","1","1","1","1","0","0","Intravenous","18.04765333","4284.949507","11929.80733"
"ND","47.38628","-102.36034","Suburban","1","44","12261.09","Widowed","Female","0","17.60970994","6","0","0","0","Elective Admission","0","0","Low","1","1","0","0","","0","0","0","1","Blood Work","8.945059487","2745.721505","7255.86726"
"CA","35.11822","-118.49377","Urban","1","71","29498.79","Widowed","Male","0","18.87954226","6","1","0","1","Emergency Admission","0","0","Medium","0","1","0","0","0","1","1","1","1","Intravenous","14.33049473","3820.545377","12219.6585"
"WV","39.81372","-80.67119","Rural","0","48","36426.1","Never Married","Male","0","16.63174102","5","1","2","1","Elective Admission","0","0","Medium","1","1","0","0","0","0","0","0","0","Blood Work","13.05956277","2997.709114","8075.456956"
"MI","43.60245","-86.06114","Rural","8","34","45895.69","Never Married","Female","0","18.70445165","4","1","0","0","Emergency Admission","0","0","High","1","0","1","0","1","0","1","0","1","Blood Work","4.850895366","3399.905528","6893.378835"
"LA","32.38801","-93.92378","Suburban","2","74","37287.56","Married","Female","0","16.19450804","6","2","0","0","Observation Admission","0","0","High","1","1","1","0","1","1","0","1","1","Blood Work","19.47121227","4242.703829","12718.4205"
"NY","41.62668","-74.15905","Suburban","1","53","28102.89","Divorced","Female","0","20.28374894","5","0","0","1","Emergency Admission","1","1","High","1","1","0","0","0","0","0","1","0","Blood Work","7.57334239","3646.000976","18824.45225"
"IA","41.62783","-93.67326","Urban","1","48","73510.08","Widowed","Female","0","21.01991105","6","0","1","0","Observation Admission","0","0","Medium","0","0","1","0","0","1","0","0","0","Intravenous","9.93153436","2830.771933","8099.185127"
"IL","41.97306","-88.02155","Rural","1","20","25019.69","Never Married","Female","0","19.89587226","6","2","0","0","Elective Admission","0","0","High","0","0","1","1","0","0","0","1","1","Blood Work","5.947105186","2985.346695","4016.256424"
"NE","41.03164","-99.65885","Suburban","3","41","24742.86","Never Married","Male","0","18.85535361","7","1","1","1","Elective Admission","0","0","High","1","0","1","0","0","0","1","0","0","Blood Work","12.47150702","3426.852882","7529.036236"
"MO","37.50621","-92.10368","Urban","5","49","63390.92","Divorced","Female","0","18.57298929","4","1","1","0","Emergency Admission","1","0","High","0","0","0","1","0","0","1","1","0","CT Scan","1.291338933","3213.887525","17034.04487"
"WI","43.20383","-88.2554","Urban","1","42","50702.95","Widowed","Female","0","16.27976466","5","1","2","0","Elective Admission","1","0","Low","1","0","1","1","0","0","0","0","0","MRI","9.833020306","2942.898904","13781.8703"
"NM","35.77295","-105.67126","Suburban","0","33","17137.31","Widowed","Female","0","15.2062019","4","0","1","0","Elective Admission","1","1","High","0","0","0","0","0","1","0","0","1","Blood Work","24.82004594","4501.318703","11436.43652"
"SD","43.59566","-97.27314","Rural","8","87","17724.74","Married","Male","0","20.04769902","2","0","0","0","Emergency Admission","0","0","Medium","1","0","1","0","1","1","0","0","0","MRI","9.430629018","3387.19795","15076.39968"
"FL","30.67981","-87.19822","Suburban","4","48","7218.62","Divorced","Female","0","16.79177674","4","1","1","1","Emergency Admission","1","0","Medium","1","0","1","1","0","0","1","0","1","Intravenous","8.542971652","3410.099411","16344.8863"
"NV","37.76587","-117.64791","Suburban","3","41","22327.66","Separated","Male","0","18.16834751","2","1","1","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","0","0","1","MRI","7.167214387","2955.27515","7460.516212"
"VA","37.45565","-75.84731","Rural","0","24","9713.74","Separated","Female","0","19.80423451","4","1","0","0","Emergency Admission","0","0","Medium","1","0","0","0","1","0","0","1","1","Blood Work","2.119318433","2686.487559","4559.276127"
"PA","41.90749","-75.4223","Urban","0","67","5137.08","Divorced","Male","0","17.09489832","5","0","1","0","Emergency Admission","0","0","High","1","0","0","0","0","0","1","1","0","CT Scan","10.71152283","3779.443735","11953.33425"
"NC","35.3818","-82.58513","Urban","0","30","33484.52","Never Married","Female","0","22.42343081","5","1","0","0","Emergency Admission","0","0","High","1","0","1","0","0","0","0","0","0","Blood Work","14.13105017","4014.574376","6004.777051"
"CA","37.75515","-121.97273","Suburban","1","53","44565.05","Married","Male","0","19.28429549","5","0","0","0","Emergency Admission","0","1","Medium","1","0","1","0","0","0","0","1","0","Blood Work","13.02556361","3570.179093","10030.37181"
"NY","40.82254","-72.60117","Suburban","1","62","14426.88","Separated","Female","0","19.68188495","5","1","0","0","Observation Admission","0","0","Medium","1","0","1","1","1","0","0","0","0","CT Scan","10.01207643","2930.393077","10350.59916"
"IN","40.47773","-86.38658","Suburban","4","27","29461.62","Married","Male","0","15.29383962","5","0","0","0","Observation Admission","0","1","High","1","0","0","0","0","0","1","0","0","Blood Work","15.90899543","3633.310014","5337.003402"
"NM","33.34798","-105.68001","Urban","1","87","52426.7","Divorced","Male","0","18.16315663","5","2","0","1","Emergency Admission","1","1","High","1","0","0","0","0","0","0","0","0","Blood Work","4.008182461","3222.248401","29795.62246"
"OH","41.49453","-82.01599","Urban","3","63","32883.54","Widowed","Nonbinary","0","21.13556883","6","1","0","0","Elective Admission","0","0","High","1","0","1","0","0","0","0","0","0","Blood Work","23.36538421","4258.89257","10978.98474"
"NY","41.54832","-74.69615","Suburban","1","86","16139.05","Divorced","Female","0","15.47738547","5","1","0","0","Emergency Admission","0","0","Medium","0","1","1","1","1","1","0","0","0","Blood Work","3.614746678","3076.598086","14618.03986"
"CA","38.34262","-120.76101","Urban","3","40","53796.73","Divorced","Female","0","16.70619865","5","0","0","0","Elective Admission","0","0","High","0","0","0","1","0","1","0","0","0","Blood Work","8.910697427","3179.407928","7217.496906"
"WI","42.96143","-89.73562","Suburban","2","62","29576.25","Married","Female","0","15.8049417","4","2","0","0","Elective Admission","1","0","Low","1","0","0","0","0","1","1","0","1","MRI","15.86190339","3414.394634","20152.48738"
"TX","28.51879","-97.76466","Suburban","0","27","30698.01","Separated","Male","0","20.00497926","7","1","0","0","Observation Admission","1","0","High","0","1","0","0","0","0","1","0","0","Blood Work","5.218013839","2941.588127","9506.44324"
"OH","39.9615","-82.41584","Urban","8","65","2370.4","Widowed","Male","0","18.72987746","4","1","0","1","Emergency Admission","0","0","Medium","1","0","0","0","1","1","1","1","0","Intravenous","6.495366867","3191.746954","11471.66461"
"IL","38.31008","-88.56344","Urban","1","58","33851.15","Married","Male","0","20.76789599","6","1","0","0","Elective Admission","0","0","High","0","0","0","1","1","0","1","0","0","CT Scan","5.077617345","2924.946298","10128.67336"
"NC","34.23767","-78.09332","Suburban","0","56","7518.14","Widowed","Male","0","17.90245794","5","0","1","0","Elective Admission","1","0","Low","1","1","0","0","0","0","0","0","0","Blood Work","4.859214563","2438.113489","18248.3576"
"NY","42.16647","-74.98201","Urban","2","18","75940.73","Never Married","Male","0","21.1783754","7","1","0","0","Observation Admission","0","0","Medium","1","0","1","0","1","0","0","0","0","Blood Work","5.53199827","2469.31502","3398.10144"
"SC","33.9537","-79.93237","Rural","3","26","37566.54","Widowed","Female","0","19.49024772","4","1","0","0","Emergency Admission","1","0","Low","0","0","1","0","0","0","1","0","1","Intravenous","21.67517519","4392.13371","9139.31042"
"MD","39.0453","-76.49706","Suburban","0","79","99901.64","Widowed","Male","0","19.8385242","6","2","0","0","Emergency Admission","0","0","Low","0","0","0","1","0","0","0","0","1","Blood Work","8.813610919","3184.167449","13341.20139"
"IL","40.94578","-89.93875","Suburban","0","21","92484.41","Never Married","Female","0","14.50465589","7","1","0","0","Emergency Admission","1","0","High","1","1","0","1","1","1","1","0","0","Blood Work","8.894994947","4020.445595","7916.083737"
"IA","42.29251","-91.53608","Rural","4","23","41435.98","Never Married","Female","0","17.33471568","6","1","0","0","Emergency Admission","1","0","Medium","0","0","0","0","0","0","0","0","0","Intravenous","1.248751936","2582.652319","8269.681569"
"AZ","34.55359","-112.45232","Suburban","1","67","55724.51","Separated","Female","0","16.6215203","6","1","1","0","Elective Admission","1","0","Medium","0","0","0","0","0","0","0","0","1","CT Scan","1.246941138","2070.180736","21852.05181"
"OH","41.65238","-81.44214","Rural","1","59","46841.28","Divorced","Nonbinary","0","16.26359922","4","0","1","1","Elective Admission","0","0","Medium","1","1","0","0","1","0","1","0","0","Blood Work","13.70354073","3196.202289","9789.798036"
"MI","42.64336","-83.27434","Urban","0","54","395.23","Married","Male","0","15.50061829","6","2","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","1","0","0","1","Blood Work","7.377058332","3058.58364","9458.99513"
"MD","38.75403","-76.98405","Rural","9","40","12754.2","Never Married","Male","0","20.04242865","6","0","0","1","Emergency Admission","0","0","Medium","1","0","0","0","0","1","0","1","0","Blood Work","2.526906693","2720.852881","7487.921787"
"TX","33.10347","-97.72734","Urban","1","78","44410.11","Married","Female","0","17.52951939","4","1","0","0","Observation Admission","1","0","Medium","1","0","0","0","0","1","0","1","1","Intravenous","3.294578635","2383.754264","25378.20475"
"NY","41.36525","-74.51418","Rural","0","59","14786.61","Separated","Male","0","18.04835495","4","2","0","0","Elective Admission","1","0","High","0","0","1","0","0","1","1","0","0","CT Scan","16.62371153","3965.513099","19826.7557"
"IL","40.67658","-89.63336","Suburban","1","23","39213.93","Divorced","Female","0","18.79850291","4","1","0","0","Observation Admission","0","0","Low","0","0","0","1","1","0","0","0","0","Blood Work","8.925830262","2766.18516","3883.66416"
"WV","38.117","-81.70497","Rural","1","48","46262.48","Married","Male","0","14.16525332","7","0","0","0","Emergency Admission","1","1","Medium","1","1","0","1","1","0","1","0","1","Blood Work","26.09460066","4930.13554","16895.3683"
"AR","35.73924","-92.55845","Urban","1","86","76733.35","Separated","Female","0","17.72525427","6","0","0","0","Observation Admission","1","0","Medium","1","0","0","0","1","0","0","0","0","Intravenous","6.855231762","2614.857877","27940.29515"
"WI","45.59498","-91.60328","Suburban","1","60","66597.05","Married","Male","0","16.39737161","3","0","0","0","Emergency Admission","1","0","Low","1","0","1","0","1","1","0","0","0","Intravenous","5.803581029","3202.328675","20048.91128"
"KS","38.56148","-97.2057","Urban","0","45","91267.69","Never Married","Male","0","18.117858","5","3","2","0","Elective Admission","1","0","High","1","0","0","0","1","1","1","0","0","CT Scan","12.70784674","3654.598249","15264.58937"
"OR","45.40928","-122.68382","Urban","1","47","22907.55","Married","Female","0","16.27230845","6","0","1","0","Observation Admission","0","0","High","1","0","0","0","1","0","0","1","0","Blood Work","6.291837269","2929.545838","8276.716623"
"NY","43.35587","-76.1526","Rural","0","32","30086.52","Married","Nonbinary","0","20.82384279","6","0","2","0","Emergency Admission","1","0","Low","1","0","0","0","0","1","0","1","1","Intravenous","6.861228541","3188.32107","10886.18774"
"FL","30.6425","-85.96498","Urban","1","28","33417.18","Divorced","Female","0","16.74959453","5","3","1","0","Emergency Admission","1","0","Medium","1","0","0","0","0","1","0","1","0","","6.632508531","3169.580246","9775.355413"
"AL","32.26011","-87.19071","Suburban","2","43","46928.71","Never Married","Female","0","17.42188455","5","1","1","1","Elective Admission","0","0","Medium","0","0","0","0","0","1","1","1","1","Intravenous","14.74029177","3269.849188","7255.113436"
"AK","60.90924","-161.42028","Rural","0","38","40261.61","Married","Female","0","19.02430437","5","2","0","1","Emergency Admission","1","0","Medium","1","0","0","1","1","1","1","0","1","Intravenous","4.520435561","3176.558475","12950.46238"
"KY","38.00814","-85.92172","Suburban","2","69","18557.54","Separated","Male","0","18.59540799","4","2","1","1","Emergency Admission","1","0","Low","1","0","0","1","0","0","0","0","0","Intravenous","12.76243952","3620.049153","22886.81815"
"MS","30.54012","-89.6386","Urban","3","24","49234.75","Separated","Female","0","19.62109694","6","0","1","0","Emergency Admission","1","1","Medium","1","0","0","1","1","0","0","0","0","Intravenous","21.50637339","4421.654135","9185.101802"
"CA","37.71618","-121.09002","Urban","0","40","74844.02","Married","Male","0","18.40358999","6","1","0","0","Elective Admission","0","0","High","1","1","0","0","1","0","1","0","0","CT Scan","7.467178402","3098.702518","7207.42889"
"NY","42.7969","-77.77384","Suburban","2","46","60297.27","Separated","Female","0","19.75303169","5","1","0","0","Elective Admission","1","1","High","1","0","0","0","0","1","0","0","0","Intravenous","20.40945802","4139.924647","15664.6814"
"FL","27.82342","-82.37676","Suburban","1","18","74941.28","Separated","Female","0","16.18798468","4","0","0","0","Elective Admission","1","0","High","0","0","0","1","1","0","0","0","1","Blood Work","4.354060852","2917.40175","6572.59021"
"CA","34.15103","-118.36631","Suburban","1","83","65950.68","Never Married","Female","0","19.03842886","4","1","0","1","Emergency Admission","0","0","Medium","1","0","0","0","1","1","0","0","0","Blood Work","3.259308243","2806.329994","14064.3457"
"MI","42.1835","-85.24043","Suburban","0","57","48682.29","Widowed","Female","0","21.46941116","3","3","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","0","1","0","Blood Work","4.463398344","2793.410498","9858.452427"
"ME","44.99775","-68.88397","Urban","0","71","12053.15","Never Married","Female","0","15.81097985","6","1","1","1","Elective Admission","0","0","Medium","0","0","1","1","0","1","0","0","0","Blood Work","11.35886758","3041.714657","11761.76575"
"NJ","40.97487","-74.02392","Urban","3","81","75661.08","Separated","Female","0","21.33796607","5","0","2","0","Emergency Admission","0","1","Low","1","0","0","1","1","0","1","1","0","MRI","6.479457338","3198.319152","14295.09658"
"CT","41.76336","-72.72717","Rural","4","32","75437.76","Married","Female","0","15.1247965","4","1","0","1","Elective Admission","0","0","Low","1","0","0","0","0","0","1","0","1","Intravenous","13.42107123","3015.960574","5421.248079"
"TX","29.74546","-95.48868","Rural","0","21","49633.08","Divorced","Female","0","17.77784867","6","0","1","0","Observation Admission","1","1","High","1","1","0","0","0","1","0","1","0","Blood Work","12.82141224","3649.807615","7593.30092"
"NH","42.86048","-72.29758","Suburban","0","52","10711.46","Married","Male","0","18.76430219","7","0","0","0","Emergency Admission","0","0","Medium","1","0","0","1","1","0","0","0","0","Blood Work","6.814741944","3105.530349","9137.83293"
"OR","46.13148","-123.91986","Suburban","1","49","20804.46","Never Married","Male","0","20.02697457","6","2","0","0","Elective Admission","0","0","Low","1","1","0","1","0","0","0","0","0","Intravenous","6.096182034","2521.134844","8141.058763"
"PA","41.1104","-76.87848","Urban","3","25","26002.28","Divorced","Male","0","17.41780014","4","0","0","0","Observation Admission","1","0","High","1","1","0","1","0","0","1","0","0","Intravenous","11.07304711","3515.327039","8958.274659"
"IA","42.71548","-94.44913","Suburban","1","82","40269.18","Widowed","Female","0","18.23171978","7","0","0","0","Observation Admission","0","1","High","1","1","0","0","1","1","1","1","0","CT Scan","3.091871995","2885.993883","13994.32388"
"IL","41.88033","-87.68767","Suburban","2","29","18710.49","Never Married","Male","0","16.81591963","4","1","0","0","Observation Admission","0","0","High","1","0","0","1","1","0","1","0","0","Blood Work","17.53364898","3945.56665","5502.606136"
"PA","40.18241","-75.2586","Rural","0","30","63466.9","Never Married","Male","0","16.52203118","4","0","1","0","Emergency Admission","0","0","High","1","0","0","1","1","0","1","1","1","Blood Work","2.674291776","3300.026397","6011.833553"
"NY","44.35505","-73.7166","Suburban","1","65","93056.22","Widowed","Female","0","16.49676691","5","2","0","0","Observation Admission","0","0","Medium","1","1","1","1","0","0","1","0","0","Blood Work","24.69252443","4180.663359","10832.34246"
"OR","45.44518","-122.52822","Rural","0","40","26135.32","Widowed","Female","0","17.90045352","4","2","0","0","Elective Admission","0","0","Medium","1","0","0","0","0","0","0","1","0","MRI","2.862200248","2149.888572","6715.079427"
"NY","43.85588","-74.04172","Suburban","0","31","33421.21","Married","Male","0","17.96764744","5","2","0","0","Elective Admission","0","0","Medium","1","0","0","1","1","0","1","0","0","Intravenous","12.5118638","3120.598109","5352.13553"
"TX","30.51239","-94.39542","Rural","3","64","16689.47","Divorced","Female","0","16.66991002","5","0","1","0","Elective Admission","0","0","Medium","0","1","1","0","1","0","1","1","1","Blood Work","12.4342299","3227.081149","10730.05207"
"MD","38.85441","-76.88383","Suburban","3","73","70166.52","Separated","Male","0","19.72378762","6","3","0","0","Elective Admission","0","1","High","1","0","1","0","0","1","1","0","1","Blood Work","1.919482968","2648.357132","12764.90019"
"OH","38.93038","-82.44969","Suburban","1","35","35682.7","Separated","Female","0","20.30795164","7","1","0","0","Emergency Admission","0","0","Medium","0","0","0","0","0","1","0","1","0","Blood Work","23.91060198","4472.986727","6356.4529"
"GA","33.2863","-84.27969","Suburban","9","21","17299.17","Never Married","Male","0","18.3267258","5","1","0","0","Emergency Admission","1","0","Medium","1","0","1","1","0","0","0","0","0","MRI","8.392299871","3337.172591","7937.319201"
"VA","37.57072","-80.22656","Urban","0","28","69962.06","Never Married","Female","0","18.30702318","6","0","1","1","Observation Admission","0","0","High","0","0","1","1","0","0","1","0","0","Intravenous","3.624386398","2795.92903","5266.841914"
"OH","41.65079","-83.67316","Suburban","1","40","7937.93","Married","Male","0","14.83915564","6","0","1","0","Elective Admission","1","0","High","1","0","0","0","0","1","1","0","0","Blood Work","13.65981052","3647.454196","13697.34618"
"IA","42.79503","-94.30162","Suburban","3","66","74641.08","Widowed","Female","0","18.62101235","6","0","0","0","Emergency Admission","1","0","Low","1","1","1","0","0","0","1","1","0","Blood Work","27.50202542","5001.204307","21949.76242"
"LA","32.36503","-91.18108","Urban","0","39","21355.7","Never Married","Female","0","20.00608513","5","2","2","0","Observation Admission","1","0","High","1","0","1","0","0","0","0","1","0","Intravenous","14.71573314","3722.162237","13332.68643"
"KS","38.24685","-97.34622","Urban","4","79","24460.09","Divorced","Male","0","22.30328322","6","2","1","1","Observation Admission","0","1","High","0","0","0","1","0","0","0","1","0","Blood Work","26.63083196","4604.923382","13683.94197"
"NY","42.95741","-77.1435","Urban","3","22","19087.77","Married","Female","0","16.17166987","5","2","1","0","Emergency Admission","0","1","Medium","1","0","0","1","0","1","0","1","1","Blood Work","9.18058424","3360.030981","4956.411552"
"MS","34.21787","-88.23038","Rural","1","65","78767.29","Married","Male","0","17.24273095","5","0","0","0","Emergency Admission","0","0","High","0","0","1","0","0","0","0","1","0","Intravenous","16.73097459","4287.286773","11738.18623"
"OH","40.21996","-83.57248","Urban","1","31","25015.73","Never Married","Female","0","18.75846633","5","2","1","0","Observation Admission","1","0","Low","1","0","0","0","","0","1","0","0","Blood Work","6.917024793","2595.356255","10190.32377"
"ND","48.47179","-101.22972","Urban","2","53","48728.72","Married","Female","0","18.67340962","6","4","0","1","Emergency Admission","1","1","Low","1","1","0","1","0","1","1","1","1","Blood Work","18.14379347","4339.312177","18312.85223"
"ID","42.56346","-113.81928","Urban","0","47","66734.15","Divorced","Female","0","17.03171517","5","2","1","0","Observation Admission","0","0","Medium","1","0","0","0","0","0","0","0","1","Blood Work","2.037692757","2022.650007","7835.86849"
"MT","47.56258","-111.82908","Rural","3","71","12963.16","Widowed","Male","0","20.41061808","4","1","0","0","Elective Admission","0","1","Medium","1","0","0","0","1","0","1","0","1","Intravenous","5.270934624","2433.301878","11961.72367"
"CA","33.89743","-118.16482","Rural","0","71","1380.7","Separated","f","0","18.77763858","5","0","1","0","Emergency Admission","0","0","Medium","1","0","0","0","1","1","0","0","0","Intravenous","21.64223045","4312.586969","12103.30919"
"ME","44.48184","-69.51664","Suburban","0","34","62849.12","Widowed","Male","0","12.32548831","5","1","0","0","Emergency Admission","0","0","High","1","0","0","0","0","0","1","0","1","Intravenous","1.466769252","2962.268377","6657.43659"
"MN","44.68436","-95.68118","Rural","0","51","76276.49","Divorced","Male","0","13.30681386","4","2","0","0","Emergency Admission","1","0","Medium","1","1","1","0","0","0","1","0","0","MRI","7.267162103","3283.523074","17268.09614"
"OK","36.15563","-95.9945","Suburban","0","24","42045.2","Widowed","Male","0","16.01901301","5","0","0","0","Emergency Admission","1","0","Medium","0","0","0","0","0","0","0","0","0","","14.90754379","3701.824248","8549.09018"
"ME","44.25882","-69.82131","Urban","0","49","17495.56","Separated","Female","0","14.08852153","6","0","0","0","Emergency Admission","0","0","High","0","0","1","1","0","0","1","1","0","Blood Work","7.439630458","3680.545305","9055.817951"
"WV","39.60215","-80.92752","Rural","0","43","15366.62","Divorced","Female","0","15.8018715","5","3","1","0","Elective Admission","0","0","Low","0","0","1","0","1","1","1","1","1","Blood Work","15.54338134","3496.001774","7133.173714"
"KS","39.6827","-97.12269","Suburban","1","29","14564.59","Widowed","Female","0","21.23222178","4","0","0","0","Emergency Admission","1","0","Medium","1","0","0","0","0","0","0","0","0","Blood Work","18.48670875","3995.093301","10098.89535"
"CA","33.84032","-118.0788","Rural","3","52","43079.95","Married","Female","0","17.71183588","5","3","0","0","Observation Admission","0","0","Medium","0","0","0","0","1","0","1","1","0","Intravenous","4.273073266","2411.219472","8734.406646"
"MA","41.98617","-70.74823","Suburban","1","53","32630.09","Married","Female","0","17.08030328","2","0","0","0","Elective Admission","1","0","High","1","0","0","0","0","0","1","0","0","Blood Work","3.451049973","2724.856057","17781.73571"
"GA","32.55412","-85.00085","Suburban","4","57","56905.1","Divorced","Female","0","16.73837654","5","1","1","0","Emergency Admission","1","1","Low","1","1","1","1","0","0","1","1","0","CT Scan","2.696706347","3062.700113","19724.139"
"IA","42.88057","-95.53787","Suburban","1","87","60540.02","Never Married","Female","0","17.93993452","6","3","0","0","Observation Admission","0","0","High","1","1","1","0","1","0","1","0","1","Blood Work","2.503275923","2767.174311","14775.19012"
"SD","44.12934","-97.25468","Rural","4","20","74206.99","Widowed","Male","0","16.4823095","6","2","1","0","Elective Admission","1","0","Medium","1","1","0","0","0","0","1","1","0","Blood Work","11.50867297","3103.217061","6974.410735"
"TX","29.09235","-95.76601","Urban","2","22","88419.55","Separated","Female","0","19.13039953","4","0","0","1","Elective Admission","1","0","Medium","1","0","1","1","1","0","1","1","0","Intravenous","7.30213158","2940.930554","7546.307487"
"KY","37.35403","-88.09389","Suburban","3","25","38215.55","Never Married","Male","0","20.38254509","3","1","0","0","Emergency Admission","1","1","High","1","0","0","0","1","0","1","1","0","Intravenous","7.622388209","3723.795831","10000.9912"
"CA","38.83231","-122.73131","Urban","4","83","23315.97","Never Married","Female","0","23.15523544","5","1","0","0","Observation Admission","0","1","Low","0","1","0","0","0","0","1","0","0","CT Scan","7.688277814","2618.178717","13704.8743"
"PA","41.23595","-76.60498","Urban","0","47","34188.56","Separated","Female","0","19.08916188","5","1","0","0","Elective Admission","0","0","Low","0","0","0","0","0","1","0","1","0","Blood Work","2.137949072","2176.659323","7706.825887"
"VA","37.26276","-79.09687","Suburban","1","34","23872.42","Never Married","Male","0","19.87252667","5","1","1","1","Elective Admission","0","0","Medium","1","0","0","1","1","0","0","0","0","Blood Work","22.64578164","3890.368368","5861.384866"
"GA","33.22504","-84.82431","Urban","0","79","39972.91","Never Married","Female","0","19.32241045","6","0","1","0","Emergency Admission","0","0","Medium","1","1","1","0","1","0","0","1","0","Intravenous","4.259506732","3009.004084","13459.90885"
"AR","36.44905","-92.58572","Urban","4","68","42961.09","Separated","Male","0","14.94422884","6","0","0","0","Emergency Admission","0","0","Low","1","0","1","0","0","0","1","0","0","Intravenous","8.300819822","3183.944683","11769.89885"
"OR","44.76921","-123.3392","Rural","1","57","12579.05","Married","Male","0","20.44558578","6","1","0","0","Observation Admission","0","0","High","1","1","1","0","1","0","0","0","0","Blood Work","14.40509924","3681.80293","10040.04313"
"TX","30.303","-96.962","Urban","6","84","39084.38","Never Married","Female","0","18.82989381","6","0","0","0","Emergency Admission","0","0","Medium","1","1","0","1","1","1","1","0","0","Blood Work","4.123137595","3103.632391","14378.85017"
"IA","41.74491","-92.56144","Urban","2","68","27241.76","Widowed","Male","0","17.06793653","5","0","0","0","Observation Admission","1","0","Low","0","0","0","0","1","1","0","0","0","Intravenous","1.642449528","2273.84808","22156.34119"
"IA","42.49383","-95.2855","Urban","3","64","16016.32","Divorced","Male","0","16.99550981","5","1","0","1","Elective Admission","0","1","High","1","0","0","0","1","1","1","1","1","Blood Work","8.23028317","3235.073342","11247.71943"
"WI","44.72526","-89.05167","Suburban","4","70","24500.55","Separated","Male","0","21.21582607","5","0","0","1","Emergency Admission","1","1","Medium","1","1","0","1","1","0","0","1","0","Intravenous","8.520361352","3489.239396","24033.47092"
"NY","43.56995","-75.9744","Rural","2","38","38115.76","Divorced","Female","0","18.30751428","5","0","1","1","Elective Admission","1","0","Medium","1","0","0","1","1","0","1","1","0","Blood Work","15.11084259","3505.556233","12595.25879"
"WV","37.80521","-81.88187","Urban","9","83","136468.34","Divorced","Male","0","16.59734856","5","2","0","0","Elective Admission","0","0","High","1","0","1","0","0","1","1","0","1","Blood Work","4.195173819","2834.82233","14461.42911"
"FL","26.59125","-81.68544","Suburban","1","66","30117.41","Widowed","Female","0","17.2453326","6","0","1","1","Emergency Admission","1","1","Medium","0","0","0","1","0","0","0","1","0","Blood Work","2.051277805","2802.079877","22574.50706"
"PA","40.7503","-76.36289","Urban","0","55","11055.83","Never Married","M","0","19.54983002","7","1","2","0","Elective Admission","0","0","Low","1","0","1","0","0","0","0","0","0","Blood Work","10.60082897","2799.498159","9139.15428"
"ID","48.18925","-116.53217","Rural","2","76","68622.22","Never Married","Male","0","18.88374296","5","0","1","0","Elective Admission","0","0","Medium","1","1","1","0","0","0","1","0","1","Intravenous","8.499870007","2759.88208","12708.5266"
"GA","33.87137","-84.50109","Rural","1","60","14675.28","Never Married","Female","0","16.9761483","3","0","1","1","Elective Admission","1","0","Medium","0","0","0","0","0","0","0","0","0","Intravenous","14.68838484","3171.543626","19610.22271"
"SD","43.42507","-98.94793","Suburban","4","36","81078.08","Separated","Male","0","19.32532948","5","3","0","0","Observation Admission","0","1","High","1","0","0","1","1","1","1","1","0","Blood Work","8.769682015","3373.260639","6782.233302"
"CT","41.34424","-73.0689","Rural","4","63","17309.82","Married","Female","0","15.24394766","6","0","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","1","1","1","0","Intravenous","7.734987516","3208.172885","10945.07772"
"MI","44.97368","-84.97443","Rural","4","88","34192","Widowed","Female","0","16.55519322","5","0","0","1","Elective Admission","1","0","Medium","0","0","0","0","1","0","1","0","0","Intravenous","15.67528284","3398.134929","28673.17177"
"VA","36.71496","-79.50705","Suburban","0","69","14569.21","Married","Male","0","19.29661469","6","1","1","1","Emergency Admission","0","0","High","1","0","0","1","0","1","0","0","0","CT Scan","7.542375811","3579.613818","12274.49645"
"FL","29.10568","-82.09793","Suburban","1","67","95256.58","Divorced","Female","0","18.54926582","4","1","1","0","Elective Admission","0","0","Medium","1","0","0","0","0","0","0","1","0","Blood Work","8.095890502","2578.725857","11078.27516"
"CO","37.93805","-103.78385","Rural","3","35","25671.48","Separated","Male","0","15.31110464","5","1","0","0","Elective Admission","0","0","High","1","0","0","0","0","0","0","0","1","Blood Work","8.163129376","2938.049365","6496.877409"
"WI","42.80064","-88.41664","Urban","3","79","7576.09","Widowed","Male","0","14.83273892","5","1","2","0","Observation Admission","1","0","Medium","0","0","0","1","0","0","1","1","0","Blood Work","11.09339028","3091.22895","25835.76413"
"SC","34.01122","-80.08539","Urban","8","50","29106.12","Married","Male","0","17.28562221","6","0","0","0","Observation Admission","0","0","High","0","1","0","1","0","0","0","0","0","Intravenous","4.034582756","2765.706148","9059.517274"
"NE","41.12489","-96.05946","Suburban","1","59","21846.17","Widowed","Female","0","17.02955265","4","1","0","1","Emergency Admission","1","0","Medium","0","0","0","0","0","0","0","0","0","Intravenous","9.657280644","3271.629016","19706.73435"
"NY","43.60546","-74.02832","Rural","9","41","60649.96","Widowed","Female","0","14.41022141","7","2","0","0","Emergency Admission","1","0","Low","1","1","0","1","1","0","1","1","0","Blood Work","2.032690979","3018.234786","14055.98709"
"OK","34.24897","-98.21201","Urban","0","45","42400.29","Separated","Male","0","19.14312546","5","0","0","0","Emergency Admission","0","0","Low","1","0","0","0","0","0","1","0","0","Blood Work","3.00400348","2674.731732","7881.44399"
"LA","29.21349","-89.28346","Suburban","1","84","72903.64","Separated","Male","0","17.31608029","5","2","1","1","Observation Admission","1","1","Medium","0","1","0","0","0","1","0","1","0","Blood Work","7.25113844","2779.8971","27472.77004"
"","59.52058","-139.48834","Rural","3","50","32627.37","Widowed","Female","0","17.92878943","6","0","0","1","Observation Admission","1","0","Medium","1","1","0","0","0","0","0","0","1","MRI","14.94906736","3264.854254","16472.4577"
"TX","33.75828","-95.7486","Suburban","1","29","43522.72","Divorced","Male","0","18.17817926","4","0","0","0","Observation Admission","0","0","High","1","0","0","0","0","1","1","0","0","Blood Work","9.079218929","3159.807196","5471.821463"
"OK","36.93497","-100.58306","","3","74","34021.13","Never Married","Male","0","20.54544072","5","0","0","0","Emergency Admission","1","0","High","1","0","0","0","","0","1","1","0","Blood Work","1.534377034","3139.811423","25064.57266"
"CA","39.41906","-121.76251","Suburban","1","22","86295.96","Widowed","Male","0","20.05133406","4","2","1","0","Elective Admission","0","0","High","1","0","1","0","0","0","0","1","0","Blood Work","2.860848835","2638.47539","4416.42599"
"","40.64839","-73.87973","Urban","0","76","20815.43","Never Married","Female","0","18.63328715","6","2","1","0","Emergency Admission","0","0","High","1","1","1","0","0","0","1","0","0","Intravenous","16.28273535","4323.410781","13388.22901"
"OR","44.92441","-120.65","Rural","0","80","25132.67","Widowed","Female","0","16.31559771","5","0","0","0","Elective Admission","1","0","Medium","1","0","0","1","1","0","0","0","0","Blood Work","8.710521287","2860.866417","25987.94268"
"PA","40.26887","-75.75304","Suburban","0","73","13337.78","Never Married","Male","0","20.11030556","6","1","0","0","Emergency Admission","0","0","High","1","0","0","0","0","0","0","1","0","CT Scan","8.779478542","3560.555096","12920.09949"
"HI","19.95287","-155.33413","Rural","3","37","28223.07","Separated","Male","0","17.67275704","5","1","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","1","0","1","Blood Work","17.1916172","3837.234184","6821.470449"
"IN","41.44753","-87.46884","Rural","1","29","17233.95","Married","Male","0","18.45760354","5","1","0","0","Emergency Admission","0","0","High","0","1","1","0","0","0","0","0","0","Blood Work","9.785105121","3730.427881","5957.266627"
"NJ","40.58799","-74.68739","Suburban","3","41","26791.81","Divorced","Female","0","19.14770644","5","0","2","1","Elective Admission","0","0","High","0","0","0","0","0","0","0","0","0","Blood Work","7.39769074","2875.330975","7371.520732"
"AR","35.92724","-91.90051","Urban","0","82","12289.73","Married","Female","0","18.11206604","5","1","0","0","Emergency Admission","1","1","Medium","1","0","0","0","0","0","0","1","0","Blood Work","5.301391299","2974.397043","27671.18182"
"KS","37.23761","-97.18683","Suburban","0","23","44666.7","Divorced","Female","0","22.38180039","6","0","0","0","Elective Admission","1","0","Low","1","1","0","1","0","0","0","0","0","Intravenous","11.29718846","3059.617297","7600.727337"
"MO","39.15548","-91.34907","Urban","0","61","21139.39","Widowed","Male","0","22.39040655","5","4","0","0","Observation Admission","0","0","Low","0","0","0","1","1","0","0","0","1","Blood Work","12.81423852","3084.792941","10037.24729"
"WA","47.44215","-122.8918","Suburban","1","51","64992.79","Divorced","Male","0","15.73451379","3","0","0","0","Elective Admission","0","0","Medium","1","0","0","1","0","0","0","0","1","Blood Work","7.803547745","2589.081842","8594.542203"
"CT","41.84039","-71.90617","Rural","0","72","34473.21","Never Married","Male","0","17.87091696","4","0","1","0","Emergency Admission","0","0","Medium","1","0","0","0","1","1","1","0","0","","2.872823443","2835.243363","12346.17629"
"TX","33.15534","-96.7727","Suburban","4","27","51854.32","","Female","0","16.35753121","6","0","0","1","Observation Admission","0","0","Low","1","0","0","0","0","0","0","0","0","Blood Work","5.200041442","2281.766034","4618.342579"
"ME","44.68494","-67.22169","Rural","0","89","68812.12","Widowed","Female","0","16.73104245","4","0","0","0","Observation Admission","0","1","Medium","0","0","0","1","0","0","1","0","0","Intravenous","6.387168515","2533.607885","14677.54345"
"WV","37.62346","-81.2595","Urban","4","45","26733.04","Never Married","Male","0","17.41127619","6","0","0","0","Observation Admission","0","0","High","1","0","1","0","1","0","0","0","1","Intravenous","12.13377302","3423.744497","8205.423946"
"VA","37.08962","-77.96733","Suburban","0","48","54559.27","Separated","Male","0","17.66930598","7","1","2","0","Emergency Admission","1","0","Medium","0","1","0","0","0","0","1","1","1","Intravenous","14.64291313","3872.353147","16228.80411"
"OR","44.00425","-123.61199","Urban","1","82","37739.87","Never Married","Female","0","15.48403043","6","2","0","0","Emergency Admission","1","0","High","1","0","0","1","1","1","0","1","1","Intravenous","22.99321836","5102.771833","27482.80771"
"MI","42.33661","-83.28292","Suburban","0","37","30898.36","Widowed","Female","0","20.64040982","5","1","0","0","Elective Admission","0","0","Medium","1","1","0","1","0","0","0","0","0","Blood Work","7.25780912","2616.316061","6233.336127"
"PA","40.08765","-79.92707","Suburban","4","64","56553.38","Divorced","Male","0","21.15296832","5","0","0","0","Elective Admission","1","0","Medium","1","0","0","0","0","1","1","1","0","Blood Work","2.310971758","2363.740739","21069.18657"
"CA","33.71792","-118.07155","Urban","2","55","11744.18","Never Married","Female","0","15.70958873","4","1","0","0","Emergency Admission","1","1","Medium","1","0","1","0","0","1","1","0","0","Blood Work","7.74667415","3336.976723","19157.64693"
"GA","33.7887","-84.35026","Urban","1","45","18161.9","Divorced","Female","0","15.53238885","6","1","0","1","Observation Admission","1","0","High","1","0","0","0","0","0","1","0","0","Blood Work","3.332492692","2715.14173","15219.64531"
"OH","41.09936","-84.14086","Suburban","1","53","17501.16","Divorced","Male","0","19.83120134","4","2","1","1","Emergency Admission","0","0","Medium","0","0","0","1","1","0","0","1","0","Blood Work","9.385910186","3375.886526","9325.920066"
"CA","36.65709","-119.40295","Suburban","2","72","39817.39","Separated","Male","0","18.51051097","6","1","0","0","Observation Admission","0","0","Medium","1","0","1","0","1","1","0","0","1","Blood Work","4.072630558","2435.851909","12069.48084"
"NY","42.29608","-74.18386","Urban","3","25","57752.62","Separated","Female","0","21.28709797","4","1","0","0","Emergency Admission","0","0","High","0","0","0","0","1","1","0","0","1","Blood Work","18.96625267","4506.817425","5222.274706"
"UT","37.99929","-109.56779","Suburban","0","78","10858.58","Divorced","Female","0","18.66295437","5","2","1","0","Observation Admission","1","0","Medium","1","0","0","0","1","0","0","0","0","Blood Work","12.00269674","3036.630049","25344.14144"
"WA","47.13032","-117.24736","Rural","0","51","23021.68","Divorced","Female","0","19.13554419","5","1","1","1","Observation Admission","0","0","High","1","","1","0","1","0","0","0","1","Blood Work","7.665118794","3057.592613","8960.207214"
"NV","38.54458","-118.22671","Suburban","0","79","121385.63","Widowed","Female","0","18.05126337","6","1","0","0","Emergency Admission","1","0","Low","1","0","0","0","0","0","1","0","0","Blood Work","4.092095527","2876.210857","25948.85444"
"LA","32.82676","-92.65791","Suburban","0","53","95155.92","Widowed","Male","0","18.47618236","4","2","0","1","Emergency Admission","0","0","Low","1","0","0","0","0","0","0","0","1","Intravenous","16.58089719","3726.612004","9166.09279"
"OH","38.98645","-83.36122","Urban","4","19","25970.72","Never Married","Male","0","19.80985844","5","3","0","0","Elective Admission","0","0","High","1","0","1","1","1","0","1","1","1","Blood Work","2.757082146","2869.690101","4030.315346"
"MO","39.06923","-94.32405","Suburban","3","68","34616.28","Divorced","Male","0","18.00863838","4","0","0","1","Elective Admission","0","0","Medium","1","0","0","0","1","0","0","1","0","CT Scan","3.253892369","2267.128889","11385.99025"
"FL","25.833","-80.27867","Urban","0","41","7044.67","Widowed","Female","0","18.61563771","5","0","0","0","Elective Admission","0","0","Medium","0","0","0","1","0","0","1","0","1","Intravenous","11.3619094","2941.227417","6875.660527"
"FL","28.58554","-81.68218","Rural","4","79","16012.05","Never Married","Female","0","17.32783139","5","1","0","0","Observation Admission","0","0","High","0","1","1","0","0","1","0","1","0","Intravenous","4.380309248","2921.041891","13582.89534"
"WV","37.55264","-81.75149","Urban","1","68","22761.5","Married","Female","0","15.04092149","4","1","2","1","Emergency Admission","1","0","Medium","1","1","0","0","0","0","0","0","1","Intravenous","9.785931055","3354.121217","22582.52878"
"WA","47.73995","-122.34421","Rural","3","28","40662.85","Divorced","Nonbinary","0","14.12061785","6","1","1","1","Observation Admission","1","0","Medium","1","1","0","1","1","0","0","1","0","Intravenous","19.63764894","3887.84274","9419.602132"
"NJ","40.80407","-74.20433","Suburban","1","89","6092.93","Widowed","Male","0","22.03005774","7","0","0","0","Emergency Admission","0","0","Medium","1","1","1","0","1","1","0","0","0","CT Scan","8.322575687","3368.357316","15182.06917"
"CT","41.30687","-72.46654","Suburban","0","66","14442.48","Separated","Male","0","20.82150717","5","1","0","0","Observation Admission","0","0","Low","0","1","1","0","0","1","1","0","0","Blood Work","16.1521883","3473.010857","10912.10365"
"PA","40.35237","-74.99749","Rural","2","68","132010.48","Separated","Female","0","17.60436327","3","2","0","0","Observation Admission","1","0","High","1","0","0","0","1","0","1","1","0","MRI","16.1830426","3912.914167","22616.43988"
"KY","37.15642","-84.52524","Urban","1","63","40322.1","Divorced","Female","0","20.25856832","7","3","0","0","Emergency Admission","1","0","High","1","1","0","0","0","1","1","1","0","Blood Work","14.72120552","4378.376886","21397.84301"
"TN","35.05496","-89.86356","Urban","2","34","32551.04","Divorced","Female","0","20.04928111","4","3","0","0","Observation Admission","0","0","Low","1","0","0","1","0","1","0","1","0","Blood Work","5.926346197","2581.062528","5680.840933"
"MO","39.59986","-94.81899","Urban","1","21","23032.3","Never Married","Male","0","15.03797523","4","0","1","0","Elective Admission","0","1","Low","1","0","0","0","0","0","0","1","0","Blood Work","5.194750186","2341.01268","3735.499446"
"TX","35.42573","-100.7875","Urban","3","21","44293.23","Widowed","Male","0","14.92284244","5","2","0","0","Emergency Admission","1","0","Medium","0","1","0","1","0","0","1","1","0","Blood Work","15.4935726","4036.044468","7680.660299"
"FL","25.98245","-80.34359","Urban","4","81","4124.82","Separated","Female","0","18.04933543","5","1","1","1","Elective Admission","0","0","High","0","0","1","0","0","1","1","0","1","Intravenous","2.445695588","2691.473859","13900.77891"
"MS","32.29455","-89.12583","Suburban","1","56","15535.44","Married","Female","0","14.74755856","3","0","0","0","Elective Admission","1","0","Low","1","0","1","0","1","0","1","0","0","Blood Work","4.727191165","2576.275173","18272.08577"
"MD","39.34725","-76.58072","Urban","0","43","35604.12","Married","Male","0","17.67659901","5","0","1","1","Elective Admission","1","0","High","0","1","0","0","1","1","0","0","0","Intravenous","2.776058385","2852.178707","14627.3454"
"KS","37.02382","-96.17735","Urban","0","27","7456.19","Divorced","Male","0","18.65911983","5","2","0","0","Emergency Admission","1","0","High","1","0","0","0","0","1","0","0","0","Intravenous","5.920032072","3465.015563","9919.93754"
"KS","39.94204","-95.70344","Urban","1","36","21335.75","Separated","Female","0","15.38768609","3","0","1","0","Emergency Admission","1","0","High","1","0","0","0","0","0","1","1","0","Intravenous","11.44605309","3951.952769","12747.50927"
"VA","36.81118","-81.01964","Suburban","8","69","26515.76","Never Married","Female","0","20.14580257","5","3","1","0","Observation Admission","1","0","Medium","0","0","1","1","0","1","1","1","0","Blood Work","21.14063715","4075.796257","22780.01799"
"MT","45.4722","-108.80055","Urban","1","38","15602.43","Never Married","Male","0","16.53551136","5","0","0","0","Emergency Admission","0","0","Medium","0","0","0","1","0","1","0","1","0","CT Scan","8.073260662","3269.299277","6920.482203"
"VA","38.51861","-77.38479","Rural","0","38","20824.88","Divorced","Male","0","15.73702164","5","0","0","1","Observation Admission","0","0","Medium","0","0","1","0","0","1","0","0","0","MRI","3.040657458","2266.14835","6548.154094"
"MN","48.44586","-95.73593","Rural","8","89","34693.17","Never Married","Male","0","19.46508365","4","1","0","0","Observation Admission","1","0","Medium","0","0","0","0","0","0","0","0","0","Intravenous","2.210002183","2149.09188","29198.85776"
"IA","42.01691","-93.29739","Urban","2","76","25608.71","Widowed","Male","0","18.91974566","4","1","0","0","Elective Admission","1","0","Low","1","0","0","0","1","0","0","1","0","Intravenous","3.015763546","2359.940337","24718.43159"
"","39.79056","-84.16169","Suburban","0","20","13834.03","Divorced","Female","0","18.77449035","6","2","0","0","Emergency Admission","1","0","High","1","0","1","1","1","0","1","1","0","Blood Work","3.734178866","3574.397718","7667.773301"
"OH","39.09754","-84.13766","Suburban","1","59","34207.33","Never Married","Female","0","18.2190335","6","0","2","1","Observation Admission","0","1","High","1","0","0","1","1","0","0","0","0","CT Scan","12.2037842","3448.267932","10294.40131"
"IL","38.50063","-89.67063","Urban","3","48","64988.44","Divorced","Male","0","14.11362748","6","1","0","0","Observation Admission","0","0","High","1","0","0","1","0","0","1","0","1","CT Scan","2.494826901","2628.172112","8584.431709"
"CA","33.97472","-118.35549","Suburban","0","56","25697.12","Separated","Male","0","15.87172545","5","1","0","0","Observation Admission","0","0","Medium","1","1","0","0","0","0","0","0","0","Blood Work","11.79805023","2894.343499","9366.66303"
"CA","37.48296","-120.66189","Urban","0","80","68191.2","Married","Female","0","21.72973889","5","2","1","1","Elective Admission","0","0","Medium","1","1","0","1","0","1","1","0","0","Blood Work","2.575705078","2379.36999","13135.04479"
"NY","44.70302","-74.68053","Urban","1","44","32157.97","Never Married","Female","0","18.32659391","5","1","0","1","Emergency Admission","0","0","High","1","0","0","1","1","1","0","0","1","CT Scan","5.529477009","3499.827144","8211.74626"
"PA","40.55399","-75.65287","Urban","1","88","62568.25","Widowed","Female","0","15.87713372","5","1","1","1","Emergency Admission","0","1","Medium","1","0","1","0","0","0","0","1","1","MRI","7.791760865","3141.332591","15565.14567"
"AL","33.5078","-86.89385","Urban","4","73","53393.81","Divorced","Male","0","20.3614612","6","0","1","0","Elective Admission","0","1","High","1","0","0","0","0","1","0","1","0","Blood Work","15.58035878","3691.595666","12720.45537"
"TX","29.40626","-98.62941","Rural","6","89","11443.19","Married","Male","0","21.61404709","5","2","1","0","Emergency Admission","0","1","Low","0","1","0","0","0","0","0","0","1","MRI","5.098995438","2857.760617","15757.66403"
"CA","34.07234","-117.6983","Rural","0","50","46782.69","Married","Male","0","18.05265243","6","1","2","0","Elective Admission","0","1","High","1","1","0","0","0","0","0","1","0","Blood Work","1.910624979","2557.363712","8900.672736"
"AR","36.2168","-91.16268","Rural","0","70","80698.8","Separated","Male","0","15.21107606","5","1","0","1","Emergency Admission","1","0","Medium","1","0","0","0","1","0","1","0","0","Blood Work","17.61561654","4069.444895","23281.10998"
"PA","40.91594","-75.96564","Suburban","4","22","54906.05","Never Married","Male","0","15.71322251","6","1","0","0","Observation Admission","0","1","Medium","0","0","1","0","1","1","1","1","0","Blood Work","6.543105532","2758.538597","4195.985306"
"IL","39.78238","-90.74712","Urban","7","51","21030.15","Divorced","Female","0","16.31289088","7","1","0","1","Emergency Admission","0","0","High","1","1","1","0","0","1","0","0","0","Blood Work","10.54941649","3879.168235","9592.472862"
"NY","42.9119","-76.6938","Urban","2","44","59965.07","Widowed","Female","0","15.86137761","5","1","1","0","Emergency Admission","0","0","High","1","0","0","0","1","1","0","0","0","Blood Work","10.54751906","3817.00456","8239.252296"
"SC","34.44385","-80.59833","Suburban","10","69","79462.62","Never Married","Female","0","14.54970338","5","1","0","0","Emergency Admission","1","0","Medium","1","0","0","1","1","0","1","1","0","Intravenous","22.99159138","4663.610992","23186.40941"
"WA","48.33518","-122.34461","Urban","2","38","35878.09","Widowed","Female","0","21.01604711","6","0","0","1","Emergency Admission","1","0","Medium","1","0","0","1","1","0","0","1","0","Intravenous","5.692570296","3185.585436","13012.03172"
"FL","29.02018","-81.90951","Urban","2","80","67799.74","Widowed","Female","0","19.81215967","6","0","0","0","Emergency Admission","1","0","Low","1","0","1","0","0","1","0","0","0","Intravenous","2.22353628","2823.841624","26402.63595"
"IN","39.82383","-86.17232","Rural","9","49","17179.69","Married","Female","0","13.00678481","5","0","0","1","Emergency Admission","0","1","Low","1","0","0","0","1","0","1","0","0","Blood Work","7.665923027","3141.86527","9347.766687"
"IA","41.33233","-91.54614","Rural","3","68","8622.55","Never Married","Male","0","16.75083445","4","3","1","0","Elective Admission","0","0","Medium","1","1","0","0","1","1","1","0","0","Blood Work","9.583768442","2944.751368","11382.71161"
"IL","38.12849","-89.23479","Rural","1","88","26201.88","Married","Female","0","22.91612049","4","0","1","0","Observation Admission","1","0","High","0","","0","0","1","1","0","0","0","MRI","6.402213062","3077.347132","28987.60257"
"WV","39.03292","-79.58107","Urban","0","39","45835.14","Widowed","Male","0","18.43373216","3","0","1","0","Emergency Admission","1","0","High","1","1","0","1","0","0","0","1","1","Blood Work","1.832666847","3269.612531","13759.7945"
"PA","40.75602","-78.72004","Urban","0","72","32559.51","Widowed","Male","0","16.18290491","4","3","0","0","Observation Admission","0","0","High","0","0","0","0","0","0","1","0","1","Blood Work","9.31967045","3093.394945","12346.02409"
"NC","35.83281","-77.17446","Urban","0","51","27314.16","Widowed","Female","0","20.06901388","5","2","0","0","Observation Admission","0","0","Medium","0","0","0","1","0","0","1","0","1","Blood Work","2.009106874","2174.878962","8481.471527"
"PA","40.06664","-77.81669","Rural","3","75","23667.01","Separated","Female","0","18.0021907","6","0","0","0","Elective Admission","0","0","Medium","1","0","0","1","1","1","0","0","0","CT Scan","13.20729938","3203.11383","12427.77195"
"CT","41.6942","-72.10044","Urban","2","55","20418.98","Married","Female","0","19.45687459","6","1","0","1","Elective Admission","1","0","Medium","0","0","0","0","0","0","0","0","0","Blood Work","7.039565495","2544.815875","18042.97952"
"PA","40.67226","-75.32688","Suburban","6","24","46199.65","Married","Male","0","17.37277623","6","0","0","0","Emergency Admission","1","0","Medium","1","1","1","0","1","0","1","0","0","Intravenous","15.53262988","4045.923577","8805.749082"
"MN","48.24354","-96.45327","Rural","1","49","29964.12","Never Married","Male","0","21.11301685","6","1","0","0","Elective Admission","0","0","Medium","1","0","1","1","0","1","1","1","1","Blood Work","8.575480341","2933.911213","8345.330867"
"SD","43.52457","-96.73861","Rural","1","88","7128.49","Never Married","Male","0","19.33639305","3","0","2","0","Emergency Admission","0","0","Low","1","0","0","0","1","0","1","1","1","MRI","9.725142683","3370.273485","14810.65869"
"WV","39.55198","-79.63508","Suburban","2","29","10274.55","Married","Female","0","15.79265173","5","1","0","1","Emergency Admission","1","0","Low","0","1","0","1","0","1","1","0","0","Intravenous","13.75005206","3919.618287","9997.358783"
"LA","30.08231","-90.69939","Rural","1","86","56786.97","Widowed","Female","0","19.39521016","5","3","0","1","Observation Admission","1","1","Low","1","0","1","0","0","0","0","0","1","Blood Work","9.385980937","2812.279343","27973.91489"
"MO","40.5301","-92.48525","Urban","0","43","20906.69","Widowed","Male","0","18.90324499","4","2","1","0","Elective Admission","0","0","High","0","1","0","0","0","0","0","1","1","Blood Work","8.707705198","3114.301797","7685.893553"
"WA","47.12996","-122.26195","Rural","1","75","41029.59","Separated","Male","0","17.70755674","6","1","0","1","Emergency Admission","0","0","High","1","0","0","0","0","0","1","0","1","Intravenous","12.75432","3887.145927","13272.04636"
"TX","30.07528","-95.93086","Rural","4","86","22362.74","Separated","Male","0","19.72124681","6","2","0","0","Emergency Admission","0","0","Medium","0","0","1","1","1","0","0","1","1","CT Scan","18.01622501","4158.239148","14792.67989"
"TX","28.19994","-97.36805","Suburban","3","66","65175.03","Married","Nonbinary","0","18.22461688","4","1","1","0","Emergency Admission","1","0","High","0","1","0","0","0","0","0","0","0","Blood Work","7.200919316","3555.805233","22413.08929"
"OR","45.58261","-123.17354","Rural","0","48","100306.46","Divorced","Female","0","18.64325709","5","0","0","0","Elective Admission","0","0","Low","1","0","0","0","0","0","1","1","0","Blood Work","7.680152205","2605.242258","7867.406987"
"MO","38.88773","-94.57334","Suburban","0","48","33023.99","Married","Female","0","23.90640652","5","4","1","0","Observation Admission","0","0","Medium","1","0","1","0","1","1","1","0","0","Blood Work","4.451373037","2527.466351","8068.400454"
"WV","38.45242","-81.65736","Urban","1","42","6448.22","Widowed","Male","0","19.41108132","3","0","1","0","Emergency Admission","1","1","Medium","1","0","0","0","0","0","1","0","0","CT Scan","21.9127962","4336.400613","14970.52186"
"NY","40.8295","-73.8694","Suburban","0","40","26461.73","Divorced","Male","0","15.36426382","4","2","0","0","Observation Admission","0","0","Medium","0","0","0","0","1","0","1","0","0","Intravenous","21.32571994","3748.796341","6797.36543"
"IN","39.97523","-85.61202","Urban","1","35","30738.43","Married","Male","0","17.67429455","3","1","0","0","Observation Admission","0","0","High","0","1","0","0","0","0","1","1","0","Blood Work","7.943984112","3112.305239","6435.308063"
"KY","38.40895","-83.72604","Urban","4","85","9467.63","Married","Nonbinary","0","20.72603593","5","0","0","0","Observation Admission","1","1","High","0","0","0","1","0","0","1","1","1","CT Scan","17.20573445","4005.555541","28212.61312"
"CA","40.79809","-124.15097","Rural","2","34","55337.15","Never Married","Female","0","20.23091733","3","2","0","0","Elective Admission","0","0","Medium","1","0","1","0","1","0","0","0","1","Blood Work","9.837669507","2822.11243","5885.113037"
"NJ","39.76464","-74.87003","Suburban","3","80","36422.17","Never Married","Male","0","20.1766509","4","0","0","1","Emergency Admission","0","0","High","1","1","1","0","0","","0","0","0","Intravenous","14.54952052","4120.813798","14208.47207"
"OH","41.63509","-84.49572","Rural","0","49","27915.28","Divorced","Male","0","13.85197677","5","1","0","0","Emergency Admission","1","0","Medium","0","0","0","0","1","1","1","1","0","Blood Work","8.423876685","3462.088097","16555.62268"
"IL","41.88056","-87.72335","Urban","2","27","35794.66","Married","Female","0","17.71635054","5","0","0","1","Emergency Admission","1","0","High","1","0","0","1","0","1","1","1","1","Blood Work","3.300150881","3464.599571","9899.220883"
"PA","41.73083","-77.32717","Rural","6","21","34154.82","Separated","Female","0","19.96742903","5","0","0","0","Emergency Admission","0","0","High","0","1","1","0","0","1","1","0","1","Blood Work","3.608027492","3370.986901","4744.255189"
"CO","39.5933","-105.00956","Urban","1","19","57036.6","Divorced","Female","0","21.87956121","4","2","0","0","Observation Admission","0","0","Low","0","1","0","0","0","1","0","0","0","Intravenous","6.271731812","2527.643224","3241.33976"
"OH","39.88297","-83.42996","Suburban","3","51","14901","Married","Male","0","16.07253859","5","3","0","0","Emergency Admission","1","0","Medium","1","0","1","0","0","0","0","1","0","Intravenous","5.03747572","3027.97562","17360.45016"
"IN","40.19631","-86.86182","Rural","5","32","15567.8","Separated","Male","0","19.84756505","3","1","0","0","Emergency Admission","1","0","High","1","0","0","0","0","1","0","0","0","Intravenous","9.396266527","3749.850712","11675.16741"
"TX","29.59043","-98.52525","Urban","0","72","59640.49","Widowed","Female","0","16.3774512","7","0","1","0","Emergency Admission","0","1","Low","1","1","0","0","1","1","1","1","1","Intravenous","10.94615588","3628.385865","12760.79129"
"IL","40.41725","-90.81335","Suburban","4","38","23811.77","Married","Male","0","19.41786812","5","1","0","0","Elective Admission","0","0","Low","1","1","0","0","1","0","0","0","1","Blood Work","4.951416169","2418.49099","6467.020682"
"OR","43.72144","-122.49534","Rural","2","70","13135.02","Divorced","Male","0","18.30274539","3","3","1","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","1","0","0","Blood Work","16.24179665","3759.407938","12086.58344"
"SC","34.71103","-80.91533","Urban","3","53","49349.73","Divorced","Male","0","17.77295148","5","0","1","0","Emergency Admission","1","1","Medium","1","1","0","1","0","0","1","0","1","Blood Work","23.15084048","4603.784273","18554.96551"
"MI","42.41067","-82.94128","Suburban","4","44","33130.88","Separated","Male","0","17.42739082","4","1","0","0","Emergency Admission","0","0","Medium","1","0","1","0","1","1","0","1","0","Blood Work","2.594496841","2886.740232","8048.273686"
"RI","41.96513","-71.47617","Urban","3","89","14628.84","Never Married","Male","0","17.29458141","4","0","0","0","Emergency Admission","1","1","Medium","1","0","0","0","1","1","1","0","0","Intravenous","1.431279159","2829.449546","30087.65094"
"PA","40.72296","-79.84104","Urban","3","89","30417.3","Married","Female","0","17.20087779","5","0","0","0","Observation Admission","0","0","Medium","0","1","0","0","1","1","0","0","1","Intravenous","10.95347635","2996.401179","14675.90735"
"VA","38.29321","-77.88264","Urban","9","79","18564.72","Widowed","Female","0","17.16581127","6","1","2","0","Elective Admission","0","0","Low","1","1","0","0","1","0","0","1","1","Blood Work","3.342560977","2346.345067","13115.92587"
"PA","40.10381","-75.34073","Urban","0","78","21660.62","Never Married","Female","0","17.4055282","4","0","0","0","Elective Admission","1","1","High","0","0","1","0","0","0","0","0","1","Blood Work","2.272523807","2642.912317","25923.42452"
"KY","37.39937","-82.72916","Urban","1","55","42108.59","Widowed","Female","0","16.14402212","3","0","2","1","Emergency Admission","0","0","Medium","0","1","0","0","0","1","0","0","0","Intravenous","4.381212258","2885.061342","9561.517626"
"VA","38.77242","-77.18599","Suburban","1","42","64685.11","Divorced","Female","0","20.5879757","6","0","0","0","Emergency Admission","0","0","Medium","1","0","0","0","1","1","1","0","0","Blood Work","2.184692014","2778.859359","7480.5206"
"KY","36.70645","-87.17663","Suburban","2","47","28039.92","Married","Nonbinary","0","17.51675621","4","2","0","0","Emergency Admission","1","0","Medium","1","1","0","1","1","0","1","0","0","Blood Work","7.44546761","3402.065823","15890.5551"
"NC","36.46956","-81.56249","Suburban","4","35","38121.64","Divorced","Female","0","14.38986508","4","0","0","0","Observation Admission","0","0","High","0","0","0","0","0","0","1","0","0","Blood Work","15.33138795","3585.982103","6445.376079"
"AR","35.52434","-92.80503","Suburban","0","65","35526.02","Never Married","Male","0","19.49531334","4","1","0","0","Emergency Admission","1","0","High","1","0","0","1","0","0","0","1","0","Intravenous","15.48253408","4316.102331","22089.86694"
"NY","42.34331","-75.7548","Rural","2","46","23018.38","Married","Female","0","20.91066184","4","4","0","0","Elective Admission","0","0","High","1","1","1","0","0","0","1","1","0","Blood Work","3.789559361","2847.10389","8222.149697"
"IA","42.79629","-92.2796","Urban","0","65","26029.49","Married","Male","0","20.87259979","3","1","0","0","Emergency Admission","0","0","Low","0","0","1","1","0","0","1","0","1","Intravenous","5.589726516","3055.793668","11165.01685"
"MN","45.66146","-93.2146","Suburban","0","79","26018.85","Widowed","Female","0","21.86598128","5","1","0","1","Emergency Admission","0","0","Medium","0","0","0","0","1","0","0","0","0","Blood Work","17.6091168","3896.00801","13391.23663"
"PA","39.87477","-75.32186","Urban","1","89","27782.65","Never Married","Male","0","19.12390065","3","1","0","0","Observation Admission","1","0","Medium","1","0","0","1","1","0","1","0","0","Intravenous","10.39054164","3059.104759","28983.36505"
"NY","40.85821","-73.93053","Rural","0","50","18172.06","Divorced","Male","0","18.08944817","6","2","1","1","Emergency Admission","1","0","Medium","1","0","0","1","1","0","0","0","0","CT Scan","10.74117476","3539.576991","16872.60534"
"MO","39.21845","-92.94793","Urban","3","56","31325.81","Divorced","Female","0","17.46017168","3","3","0","1","Emergency Admission","0","0","Low","1","0","1","1","0","1","0","1","1","Intravenous","6.829572103","3242.59737","9729.85497"
"KS","39.10407","-94.61368","Rural","7","29","22638.55","Never Married","Female","0","17.68292703","3","0","1","1","Emergency Admission","0","0","High","1","0","0","0","0","1","1","0","0","Intravenous","3.053487636","3178.394987","5984.459161"
"OH","40.09859","-83.15376","Urban","3","84","23232.47","Separated","Female","0","20.69089082","5","1","0","1","Observation Admission","1","1","Medium","0","0","0","1","1","0","1","0","0","CT Scan","4.686348434","2591.715478","27455.33202"
"WV","37.71866","-82.13833","Rural","2","88","20577.09","Separated","Male","0","19.007154","5","2","0","0","Elective Admission","0","0","Medium","1","1","0","0","1","0","0","1","1","Blood Work","14.39616825","3252.053794","14566.82758"
"KS","39.27721","-97.73254","Urban","2","32","9895.44","Widowed","Male","0","18.27152996","6","3","0","0","Observation Admission","0","0","Medium","1","1","0","0","0","1","1","0","0","Intravenous","5.097392399","2492.001487","5574.285976"
"MI","43.84005","-84.88039","Suburban","1","83","85255.67","Separated","Male","0","20.37589433","4","0","0","0","Elective Admission","0","0","Low","0","1","1","1","1","0","1","1","1","CT Scan","22.31122015","4130.370535","13672.76703"
"MN","46.27603","-96.0904","Rural","0","31","28496.61","Divorced","Female","0","16.28374122","4","0","0","0","Observation Admission","1","0","High","0","0","1","0","0","1","1","0","1","Intravenous","4.161214487","2944.362985","10777.1533"
"NM","36.39918","-105.53628","Rural","3","80","6138.13","Widowed","Male","0","14.79223662","4","0","0","0","Emergency Admission","1","0","High","1","0","0","0","1","0","0","1","0","Intravenous","9.022831928","3777.964067","26986.14046"
"PA","40.98871","-76.63927","Rural","3","55","44006.74","Divorced","Female","0","24.55913175","6","0","1","0","Observation Admission","0","0","Medium","1","0","0","0","0","0","0","1","0","Blood Work","28.38778812","4241.400158","9212.871309"
"OR","43.95088","-122.68839","Rural","4","20","29747.53","Separated","Nonbinary","0","14.95159432","5","0","1","1","Observation Admission","0","1","Medium","0","0","0","0","1","0","0","0","0","Intravenous","5.490368559","2390.700721","3713.479275"
"IN","39.76418","-86.81056","Suburban","0","47","43679.89","Married","Male","0","11.78539496","4","3","1","0","Observation Admission","1","1","Low","1","1","0","0","0","0","0","1","0","Blood Work","23.91363937","4059.072139","15459.99602"
"WA","46.48973","-119.0431","Suburban","5","78","46940.51","Divorced","Male","0","18.80366695","5","1","0","0","Observation Admission","1","0","Low","1","1","0","0","1","1","1","1","0","Blood Work","10.23746622","3170.317364","25451.30821"
"ME","43.89158","-69.8306","Suburban","1","64","28762.25","Married","Female","0","21.3699012","6","4","0","0","Emergency Admission","0","0","Low","0","0","0","0","0","0","1","1","0","Blood Work","1.188234843","2585.631769","10880.98356"
"MA","42.79103","-71.13131","Urban","8","74","32546.1","Separated","Male","0","18.41386499","4","0","0","0","Observation Admission","0","0","Medium","1","0","1","0","1","1","0","0","0","Blood Work","3.425857035","2382.856682","12575.35108"
"NE","41.07317","-96.83986","Suburban","2","36","55101.64","Divorced","Male","0","18.19519441","4","1","0","0","Emergency Admission","0","0","Medium","1","1","0","1","0","0","0","1","0","Blood Work","14.41355527","3774.645869","6630.104676"
"VA","37.57793","-77.52384","Rural","3","54","30831.23","Never Married","Male","0","22.2140051","6","3","0","0","Emergency Admission","0","0","High","1","1","0","1","0","1","1","1","0","CT Scan","14.41742297","4335.152509","9961.412609"
"NM","35.1374","-106.64303","Rural","1","60","10712.44","Widowed","Female","0","15.27295635","6","0","0","1","Observation Admission","1","0","Medium","1","0","1","1","1","0","1","1","0","Blood Work","11.46644597","3282.145488","19685.45221"
"IL","38.64037","-89.52681","Suburban","3","41","12081.23","Never Married","Female","0","20.80197688","5","2","0","1","Emergency Admission","0","1","High","1","1","0","0","1","0","0","0","0","Intravenous","15.1661062","4181.278158","8420.794549"
"SC","34.51778","-82.47664","Rural","1","81","19661.63","Widowed","Male","0","19.25443229","5","0","0","0","Observation Admission","0","0","Medium","1","0","1","0","1","0","0","0","0","Blood Work","11.16436746","2930.819197","13483.92607"
"KY","37.3493","-82.34252","Urban","1","30","17511.52","Married","Female","0","16.64131224","5","3","0","0","Emergency Admission","0","1","High","1","0","0","0","1","0","1","0","0","Blood Work","7.432773697","3536.255817","6592.833103"
"OH","40.79166","-82.50941","Urban","1","43","16805.54","Separated","Female","0","19.54125787","6","1","0","0","Emergency Admission","0","0","High","0","1","1","0","0","0","0","1","0","Blood Work","22.7774662","4854.67411","8123.116024"
"WA","46.9588","-123.32716","Rural","3","59","16432.81","Widowed","Female","0","16.03663051","5","1","1","0","Observation Admission","1","0","Medium","0","0","0","0","0","1","1","0","0","Blood Work","9.888490337","2924.946059","19351.53076"
"NJ","40.40138","-74.0309","Rural","2","74","22360.38","Divorced","Female","0","15.80322072","5","1","0","0","","1","0","Medium","1","1","0","0","0","0","0","0","1","Intravenous","6.850590653","3113.605758","24541.43852"
"UT","41.78257","-112.14758","Rural","1","26","9726.93","Married","Female","0","20.41091101","5","1","0","0","Observation Admission","0","0","Low","1","0","1","0","0","0","1","0","1","Blood Work","10.35798239","2840.180934","4437.358324"
"NJ","41.11218","-74.495","Rural","3","57","37176","Married","Male","0","18.38443846","4","2","1","0","Elective Admission","1","0","High","1","1","0","0","0","0","1","1","1","Intravenous","8.702386821","3286.77033","19203.35762"
"PA","40.33305","-80.0824","Suburban","3","31","16424.84","Divorced","Female","0","16.25861766","4","0","0","0","Observation Admission","0","0","Medium","1","1","0","1","1","0","0","1","0","CT Scan","3.327392487","2439.092314","5362.203546"
"MT","46.28008","-106.21818","Urban","1","30","34237.77","Separated","Male","0","21.68734323","5","1","0","1","Emergency Admission","0","0","Low","1","0","0","0","0","1","0","0","0","Blood Work","3.682956682","2755.896923","5503.512163"
"TN","36.54101","-85.81349","Rural","2","58","4723.48","Separated","Female","0","16.46938421","6","2","0","0","Elective Admission","0","1","High","0","1","1","0","0","0","0","0","0","Intravenous","12.11965937","3409.393009","10243.11302"
"OR","45.40771","-122.61487","Urban","3","60","90647.05","Never Married","Male","0","19.92093173","6","2","0","0","Observation Admission","1","0","High","0","0","1","0","1","0","0","0","1","MRI","16.18846928","3868.300768","20239.37102"
"CA","38.52404","-122.96878","Rural","0","43","118099.72","Married","Female","0","18.12143459","5","0","0","0","Emergency Admission","0","0","High","1","1","0","0","1","0","0","1","1","Intravenous","1.948559295","3157.941088","8020.380487"
"MA","42.53456","-71.03757","Urban","0","66","11874.03","Separated","Female","0","16.05844345","7","2","0","1","Emergency Admission","0","0","Medium","1","1","0","1","0","0","1","0","1","Blood Work","21.97676142","4395.259559","11303.68233"
"IL","40.91651","-88.20291","Suburban","1","82","36608.73","Widowed","Female","0","18.29877453","5","1","0","1","Emergency Admission","0","0","High","1","0","1","1","1","0","0","1","1","CT Scan","15.01083236","4325.47806","14385.77892"
"NJ","40.85748","-74.12819","Urban","0","54","45437.39","Never Married","Female","0","17.19947366","3","0","0","1","Emergency Admission","0","0","Medium","1","","0","1","0","1","1","0","1","Intravenous","14.0319425","3758.441707","9376.709127"
"ME","44.59588","-69.35972","Urban","0","39","15688.47","Divorced","Male","0","18.32069625","5","1","0","0","Emergency Admission","0","0","Medium","0","0","0","1","0","0","0","1","0","Blood Work","9.066094665","3264.535622","7050.27863"
"MA","42.24715","-71.99189","Rural","1","34","59291.53","Never Married","Male","0","12.78874324","5","0","0","1","Observation Admission","1","0","Medium","1","0","0","1","0","1","0","1","0","Blood Work","1.757125964","2351.76883","11368.99355"
"PA","39.76238","-80.21676","Rural","1","22","27353.99","Separated","Female","0","15.91086464","7","2","0","0","Emergency Admission","0","0","High","1","0","0","0","1","0","0","0","0","Intravenous","1.230852132","2967.502647","4678.96206"
"FL","30.30287","-81.72202","Suburban","0","56","14604","Married","Male","0","18.50158217","5","0","0","0","Elective Admission","1","1","Medium","1","0","0","0","0","0","0","1","0","Intravenous","7.976540259","2681.269765","18477.9476"
"TX","29.17431","-95.44987","Urban","4","89","51373.7","Divorced","Female","0","18.62473747","4","0","1","0","Observation Admission","1","0","Medium","1","0","0","1","1","","0","1","1","Intravenous","3.597985735","2501.636487","28990.15443"
"IN","41.05841","-85.88969","Suburban","4","77","26140.54","Separated","Male","0","18.52417691","7","0","2","0","Elective Admission","0","0","High","1","0","0","0","0","0","0","0","0","CT Scan","1.328380726","2378.02481","13265.51101"
"KS","39.12473","-96.87844","Suburban","1","68","27281.25","Never Married","Female","0","18.66087752","6","1","0","0","Observation Admission","1","0","High","1","1","0","0","0","0","0","0","0","CT Scan","3.10527025","2707.893377","22585.65521"
"AL","32.48819","-86.31931","Suburban","3","47","51238.11","Divorced","","0","17.31001681","4","1","0","1","Emergency Admission","0","0","Medium","1","0","0","0","0","1","0","0","1","Intravenous","5.962451783","2942.673832","8427.281449"
"VA","36.66982","-77.33702","Urban","1","74","15153.81","Widowed","Female","0","19.85071513","5","3","0","0","Emergency Admission","0","0","Medium","1","0","0","1","0","1","1","0","0","Blood Work","3.050352282","2858.633903","12619.1158"
"CT","41.40514","-72.1249","Urban","2","19","56491.51","Married","Female","0","18.28857791","4","2","1","0","","1","0","Medium","1","0","0","0","1","0","1","1","0","Blood Work","15.88337941","3987.189323","6923.788386"
"CA","40.33505","-122.44701","Urban","0","47","44999.28","Married","Male","0","18.21048588","5","0","0","0","Observation Admission","0","0","Medium","1","0","1","1","1","1","0","0","1","Blood Work","13.22312501","3279.613798","7993.383994"
"KS","37.05928","-95.35755","Urban","0","41","43580.19","Married","Female","0","20.35229404","4","3","0","0","Elective Admission","1","1","Low","1","0","0","0","0","0","1","0","0","Blood Work","8.029387947","2686.500891","13459.42086"
"KS","37.67384","-97.67834","Urban","2","86","72893.36","Married","Female","0","16.30365305","5","0","0","0","Emergency Admission","0","1","High","0","0","0","0","0","0","0","0","0","Blood Work","6.177978163","3287.713569","15616.15938"
"NH","43.82773","-71.46772","Suburban","1","81","16768.62","Never Married","Female","0","18.86129408","6","1","0","0","Emergency Admission","0","0","High","1","0","1","0","0","1","0","1","0","Intravenous","13.5743838","4114.756865","14225.19782"
"FL","30.08055","-82.7264","Rural","1","66","64988.43","Married","Male","0","22.64982748","6","0","1","0","Observation Admission","1","0","High","0","0","0","0","0","0","1","1","0","Intravenous","5.352692593","2940.35275","22024.13998"
"TX","28.77244","-96.65117","Rural","2","85","49065.46","Separated","Female","0","17.45227569","6","1","0","0","Observation Admission","0","0","High","1","0","0","0","1","1","0","1","0","Intravenous","6.414681539","3025.725762","14412.86173"
"WI","43.32208","-89.77612","Suburban","3","48","23774.19","Separated","Male","0","17.97325368","6","1","0","0","Emergency Admission","1","0","High","0","1","1","0","1","0","0","1","0","CT Scan","2.586570462","3397.744806","16809.72972"
"NM","36.12477","-105.55659","Urban","5","65","14631.83","Divorced","Male","0","14.90563046","5","0","0","1","Observation Admission","1","0","Medium","1","0","1","0","1","1","1","1","0","Blood Work","3.098327184","2588.604103","21492.18341"
"NY","44.96095","-74.48084","Suburban","3","63","38965.98","Divorced","Male","0","15.67245675","4","5","0","0","Elective Admission","0","0","Medium","0","1","0","1","1","0","0","0","0","Intravenous","2.120801882","2280.546684","10583.08475"
"NJ","40.71909","-74.03293","Rural","6","60","49896.02","Married","Male","0","18.161171","7","2","0","1","Emergency Admission","0","1","Medium","1","0","0","0","1","1","1","0","0","Blood Work","18.8302111","4142.757272","11236.41201"
"KS","38.07433","-94.70852","Urban","0","84","11396","Married","","0","16.71378566","5","0","0","0","Elective Admission","0","0","Medium","1","1","1","1","0","1","1","1","0","Blood Work","6.060678668","2799.804655","13852.59869"
"WV","37.83272","-81.89496","Rural","1","70","44722.72","Widowed","Male","0","14.33676228","4","1","0","0","Elective Admission","0","0","High","1","0","1","0","1","1","1","0","0","Intravenous","1.611057556","2708.231329","12127.59743"
"OK","36.17696","-94.82619","Urban","1","65","42731.96","Separated","Male","0","18.79076145","3","2","0","1","Elective Admission","0","1","High","1","1","0","1","1","0","0","1","0","Blood Work","20.6263297","4270.024198","11346.73118"
"MN","44.95601","-93.08265","Rural","2","79","108279.93","Widowed","Female","0","16.57407304","7","0","0","0","Emergency Admission","0","0","Low","1","0","1","0","0","0","1","0","0","CT Scan","11.73677693","3465.479593","13392.4356"
"NM","35.42727","-108.44644","Suburban","0","83","36729.26","Widowed","Male","0","18.87128546","6","0","1","0","Observation Admission","0","1","High","1","0","0","0","0","1","1","0","0","Blood Work","10.69368277","3292.092879","14203.12767"
"MN","46.4095","-96.15671","Urban","1","39","42640.99","Married","Female","0","19.90398367","5","1","0","0","Emergency Admission","1","0","Medium","1","1","0","0","1","0","1","0","0","Blood Work","4.006160962","3026.266338","13301.50835"
"SD","45.46016","-101.45465","Suburban","1","20","12143.99","Separated","Male","0","17.73114304","5","1","0","1","Elective Admission","0","0","Medium","0","0","1","1","0","1","0","1","1","Blood Work","1.951441515","2330.570667","3688.478967"
"TX","33.56969","-101.89127","Rural","6","82","91113.19","Never Married","Male","0","15.88079982","4","1","0","0","Elective Admission","0","0","High","1","0","1","0","0","0","0","0","0","Blood Work","17.08151263","3744.005693","14208.49399"
"MA","41.69893","-70.94826","Urban","0","26","35138.55","Married","Female","0","17.30447273","5","2","2","1","Elective Admission","0","1","High","1","0","1","0","0","0","1","0","0","Blood Work","30.83365019","4931.407267","5036.391197"
"NY","42.19164","-78.14761","Rural","3","56","19163.3","Divorced","Female","0","16.49502555","6","0","0","0","Observation Admission","0","0","Medium","1","0","0","0","0","1","0","0","0","Blood Work","20.72102947","3639.636629","9376.731046"
"ID","46.53773","-116.72262","Rural","3","79","63185.09","Divorced","Female","0","20.09122555","4","3","0","0","Emergency Admission","0","1","Medium","1","1","1","0","1","0","0","1","0","Blood Work","2.496057042","2864.510822","14184.76375"
"AL","33.22242","-87.12425","Rural","7","53","31302.54","Separated","Female","0","16.20253346","4","4","0","0","Observation Admission","0","0","Medium","0","0","1","1","0","0","0","0","1","Blood Work","10.8205003","2911.487674","9090.077302"
"NJ","40.89715","-74.69985","Rural","0","35","27514.78","Never Married","Male","0","21.42633817","5","1","0","0","Emergency Admission","1","1","High","1","1","0","1","1","1","1","1","0","Blood Work","9.851197248","4158.474948","13111.25018"
"IA","42.34623","-94.10283","Suburban","1","28","46836.12","Never Married","Male","0","19.1834253","4","0","0","1","Emergency Admission","0","0","Medium","1","0","1","1","0","0","0","0","0","Blood Work","7.649362323","3163.974681","5386.622067"
"AZ","35.09844","-109.26938","Rural","8","69","35157.59","Divorced","Female","0","20.99754428","5","3","0","0","Emergency Admission","1","0","High","1","0","1","1","1","0","0","0","1","MRI","19.73508881","4765.216449","23606.85439"
"MN","45.46351","-94.95259","Urban","0","25","17654.48","Widowed","Female","0","17.30661061","5","1","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","1","1","0","MRI","4.930416474","2892.258056","4719.857227"
"MI","42.00464","-85.23597","Rural","1","24","55856.79","Married","Male","0","15.13315698","4","1","0","0","Elective Admission","0","0","Medium","0","0","0","1","0","1","1","0","0","Blood Work","7.465238843","2708.056971","4258.852503"
"WA","47.1476","-122.32519","Rural","2","81","62675.5","Married","Male","0","16.94055865","6","2","1","1","Elective Admission","1","0","High","0","0","0","1","1","1","0","1","1","Intravenous","12.12361514","3699.816792","26858.84415"
"OH","41.24042","-80.84612","Urban","2","40","33748.6","","Female","0","17.58133572","4","2","0","0","Elective Admission","1","0","Medium","1","1","0","0","0","0","1","0","0","Blood Work","1.610579054","2232.508406","13239.06002"
"AR","35.56459","-92.15826","Rural","3","73","14583.29","Divorced","Male","0","21.65996587","5","1","0","0","Emergency Admission","0","0","Medium","0","0","0","0","0","0","0","1","1","Intravenous","5.587726747","2885.535541","12602.39005"
"NM","32.64305","-105.67741","Rural","2","31","82382.14","Widowed","Female","0","18.20341372","5","1","0","0","Emergency Admission","0","0","High","1","1","0","0","0","0","0","0","1","Blood Work","15.93093002","4158.800261","6154.976633"
"NJ","39.63889","-75.32938","Rural","3","76","28238.95","Widowed","Nonbinary","0","18.82266569","5","2","0","0","Emergency Admission","1","1","Medium","1","0","0","0","0","0","0","0","0","Blood Work","15.26586065","3731.183958","25838.13971"
"TX","30.15826","-95.66832","Suburban","0","83","56899.68","Separated","Female","0","15.62911562","3","0","1","1","Emergency Admission","1","1","Medium","1","0","0","0","0","1","1","1","0","Blood Work","13.45065301","3788.825391","27988.16448"
"NE","40.78389","-96.63869","Rural","5","73","49611.62","Divorced","Female","0","16.4592126","4","2","1","0","Emergency Admission","0","0","Medium","0","0","1","0","0","0","0","0","0","Intravenous","6.545259253","2979.516739","12650.34562"
"KY","38.06423","-83.03927","Rural","2","33","27305.96","Separated","Female","0","16.60310869","3","0","1","1","Emergency Admission","1","0","High","0","0","0","0","1","1","0","1","0","MRI","6.021194376","3618.130693","11817.51005"
"PA","39.75342","-80.39525","Rural","1","30","71925.61","Divorced","Female","0","18.87973082","3","0","0","0","Emergency Admission","1","0","High","1","0","0","1","1","0","0","0","1","Intravenous","7.179684987","3661.250504","10829.22011"
"WY","41.42475","-105.47819","Suburban","4","44","21427.43","Never Married","Female","0","16.40317014","3","0","0","0","Emergency Admission","1","0","Medium","0","1","","0","0","1","0","1","0","Intravenous","13.38148902","3794.528007","14995.16887"
"NC","35.52049","-77.41628","Urban","2","25","18230.07","Widowed","Male","0","20.13868284","4","1","0","0","Observation Admission","1","0","Medium","0","0","0","0","1","0","0","1","1","Blood Work","18.17968258","3602.439139","8517.426526"
"TX","32.78676","-96.82139","Urban","1","73","12991.48","Married","Female","0","21.69717787","4","0","0","0","Observation Admission","1","0","High","1","0","0","0","0","1","0","1","1","Intravenous","11.84031212","3497.467524","24186.96171"
"PA","40.53463","-79.8805","Urban","0","33","13068.56","Married","Male","0","17.54896306","6","0","0","1","Emergency Admission","1","1","Low","1","1","0","0","0","0","0","1","0","Blood Work","6.679653095","3159.279704","11928.34288"
"CA","35.16245","-119.42512","Suburban","1","25","125977.37","Separated","Female","0","17.15579574","4","0","1","1","Emergency Admission","1","1","Medium","1","0","0","0","0","1","0","1","0","Blood Work","26.16864972","4770.329496","9443.793756"
"DC","38.91993","-77.03747","Urban","2","79","8538.88","Divorced","Male","0","16.68273945","6","1","0","1","Elective Admission","0","1","High","1","0","1","0","1","0","0","1","0","Blood Work","2.490098691","2693.242833","13697.60212"
"LA","30.06504","-90.64642","Rural","8","67","52141.94","Never Married","Female","0","17.3298052","4","1","0","0","Observation Admission","1","0","High","1","1","0","0","1","1","0","0","0","Intravenous","12.35444525","3637.011057","22480.88662"
"OH","38.89156","-82.8231","Suburban","3","58","48494.12","Married","Female","0","18.96038333","5","0","0","0","Emergency Admission","0","0","High","1","0","1","0","0","0","0","1","0","CT Scan","15.09802345","4153.48628","10593.40187"
"IL","41.59721","-88.54992","Urban","0","78","40062.16","Widowed","Female","0","19.58879221","6","1","0","0","Emergency Admission","1","0","Medium","1","0","1","0","1","0","1","0","0","Blood Work","1.108181196","2792.064516","25832.86524"
"MA","42.11922","-71.10188","Suburban","8","25","93802.5","Married","Male","0","15.65596579","6","2","1","1","Emergency Admission","0","0","Medium","1","0","0","1","0","1","1","1","0","Blood Work","8.055644061","3328.43691","5045.141977"
"MS","34.76801","-89.48173","Urban","1","60","69077.45","Divorced","Nonbinary","0","16.59244502","4","0","0","0","Elective Admission","0","0","Low","1","0","0","1","1","0","1","1","1","Intravenous","10.87681538","3046.30597","9821.336533"
"NY","44.03703","-75.79779","Urban","0","55","32164.63","Never Married","Female","0","20.68567824","5","1","0","0","Emergency Admission","0","0","High","1","1","0","0","0","1","0","1","0","Intravenous","16.49037426","4350.434445","9947.353687"
"NH","43.63391","-71.00259","Rural","2","64","77256.35","Widowed","Male","0","17.49411084","6","1","1","0","Emergency Admission","1","0","High","1","0","0","0","0","0","0","1","0","Intravenous","8.265227468","3630.741682","21827.89635"
"NM","34.96913","-106.63093","Urban","0","58","85046.78","Never Married","Female","0","19.048418","4","1","1","0","Observation Admission","1","0","Medium","0","1","0","0","1","0","1","1","0","Intravenous","14.44145748","3428.669005","18938.91544"
"NH","43.69143","-71.10883","Suburban","3","54","49560.22","Separated","Male","0","15.25929672","6","1","0","0","Elective Admission","0","0","Medium","1","0","1","0","1","0","0","0","1","Intravenous","23.27659312","3923.26883","9209.805713"
"AR","35.82443","-90.37032","Rural","6","58","35857.57","Married","Female","0","22.34369016","5","2","2","0","Emergency Admission","1","0","Medium","1","1","0","1","0","1","0","1","1","Intravenous","2.175039412","2970.28583","19533.83914"
"PA","40.31518","-79.53553","Rural","4","21","26903.69","Married","Female","0","16.99292935","5","0","0","0","Emergency Admission","0","0","High","0","1","1","1","0","0","1","1","0","CT Scan","12.29844979","4150.61734","4682.685843"
"CA","34.07016","-118.34987","Urban","2","41","32480.84","Married","","0","18.5152221","4","2","0","1","Elective Admission","0","0","High","1","0","0","0","0","1","1","1","0","Blood Work","6.755003873","3029.04623","7347.293333"
"NY","40.82973","-72.72838","Rural","0","31","94021.31","Divorced","Male","0","21.1023254","8","2","0","0","Elective Admission","0","1","Low","1","0","0","0","0","0","0","0","0","Blood Work","16.83674975","3235.252801","5313.80441"
"MS","32.05253","-88.62347","Urban","10","29","33167.77","Separated","Female","0","20.91709102","6","0","0","0","Observation Admission","0","0","Low","1","0","0","1","0","0","0","0","0","Blood Work","2.090465983","2120.964251","5124.212817"
"TX","28.64519","-97.99409","Urban","3","20","63005.19","Widowed","Female","0","17.28571225","4","2","1","0","Elective Admission","1","0","High","1","1","0","0","1","0","1","0","1","Intravenous","12.5160238","3624.717225","7271.403519"
"PA","41.02099","-79.2782","Rural","3","75","62733.25","Married","Male","0","17.69052431","4","0","1","0","Elective Admission","0","0","High","1","0","0","0","1","1","0","0","0","Blood Work","14.32280686","3614.020286","12916.84277"
"OR","45.78126","-122.95469","Rural","4","48","50247.28","Separated","Female","0","16.2353614","4","1","0","0","Emergency Admission","0","0","High","0","0","1","1","0","0","1","0","1","Blood Work","16.22930684","4341.072219","9018.375543"
"TX","29.48906","-98.45671","Suburban","3","56","23970.96","Never Married","Female","0","22.19709938","5","2","0","1","Elective Admission","1","1","Medium","1","1","0","1","1","0","1","0","1","Intravenous","9.264154295","3038.761875","18488.01562"
"KY","38.52673","-83.38774","Rural","0","45","6682.05","Married","Female","0","17.28305376","4","0","0","0","Emergency Admission","1","0","Low","1","1","0","0","1","0","0","1","0","Intravenous","5.494662732","3147.330061","15059.97024"
"MT","46.20589","-104.39786","Urban","3","53","26543.31","Married","Male","0","17.10975512","5","2","0","0","Elective Admission","0","0","Medium","1","0","0","0","0","0","1","1","0","Intravenous","17.55697983","3414.5282","8977.273749"
"OH","40.46047","-81.45205","Rural","0","87","32740.24","Married","Male","0","19.09021851","5","1","0","1","Emergency Admission","1","1","Low","1","0","0","1","1","1","0","0","0","CT Scan","1.390869327","2859.547471","29222.45308"
"KS","37.31356","-96.31241","Rural","1","89","46466.88","Married","Female","0","20.27174816","5","0","0","0","Observation Admission","0","1","High","0","1","0","0","1","1","0","0","0","Blood Work","2.593002319","2724.856278","15118.39158"
"MO","39.78453","-93.29795","Urban","2","65","36544.49","Widowed","Male","0","17.54265107","5","1","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","Intravenous","3.429236871","2648.993339","11286.95658"
"WI","45.43213","-88.62055","Urban","1","48","61138.31","Never Married","Male","0","18.74880777","7","0","0","0","Emergency Admission","1","0","High","0","1","0","0","0","0","1","1","1","Intravenous","8.477388735","3780.657683","16676.20951"
"NJ","40.67934","-74.73706","Urban","9","75","24446.64","Widowed","Male","0","15.00018653","5","4","0","1","Emergency Admission","0","0","Low","0","0","1","0","0","1","0","1","1","Blood Work","10.62445723","3459.551948","13047.88991"
"TX","31.32323","-99.16709","Urban","6","64","83456.66","Married","Male","0","17.058872","5","1","1","0","Emergency Admission","0","0","High","0","0","0","0","0","1","0","0","0","CT Scan","4.486537882","3235.234932","11656.29899"
"WI","44.87483","-89.62093","Urban","4","25","63467.1","Widowed","Female","0","18.48923492","7","2","0","1","Emergency Admission","0","1","Medium","1","0","0","0","1","0","0","0","1","Intravenous","10.1664429","3286.171372","5472.218162"
"NY","40.59912","-74.16573","Urban","3","81","128108.35","Married","Male","0","21.10177431","5","0","1","0","Emergency Admission","0","1","High","0","0","0","0","0","1","0","1","0","CT Scan","4.581048742","3302.659148","14923.04592"
"WA","47.69764","-117.82934","Suburban","8","87","46818.42","Widowed","Female","0","16.2067168","6","2","0","0","Elective Admission","1","0","Medium","1","0","1","0","0","0","1","0","1","Blood Work","8.723370727","2818.567592","28548.00003"
"CA","37.95945","-121.28753","Suburban","3","22","42551.4","Never Married","Male","0","18.72379635","5","0","0","1","Observation Admission","0","0","","1","0","0","1","1","1","1","0","0","Blood Work","6.380274597","2704.303252","3999.259649"
"NJ","40.73656","-74.44403","Urban","4","82","13601.41","Divorced","Female","0","15.71580818","5","3","0","1","Observation Admission","1","0","Medium","1","1","0","1","1","0","0","0","0","Intravenous","6.869778619","2781.990799","26751.60397"
"CA","35.21654","-116.12995","Suburban","1","49","79447.79","Never Married","Male","0","18.1551812","5","2","0","0","Emergency Admission","1","1","High","1","0","0","0","1","1","0","1","0","Blood Work","10.00069681","3944.202535","17625.69306"
"OK","36.2753","-96.3475","Suburban","6","19","85033.4","Married","Female","0","15.50478612","4","0","0","1","Emergency Admission","0","0","Medium","1","0","0","0","1","1","0","0","0","Blood Work","16.46657295","3888.504763","3941.078665"
"MN","43.84171","-94.66875","Urban","4","37","47889.36","Widowed","Female","0","17.71254314","5","0","0","0","Elective Admission","0","1","High","1","0","1","1","0","0","0","0","0","Intravenous","12.84562018","3490.915927","6932.479263"
"MD","39.12272","-75.96238","Suburban","1","72","23599.4","Widowed","Female","0","17.68722736","4","2","0","0","Elective Admission","0","0","Low","1","0","0","0","1","1","0","0","0","Blood Work","7.47112885","2639.114275","11752.13806"
"MN","47.43875","-95.62101","Suburban","4","65","47108.64","Separated","Male","0","16.71052335","8","1","0","1","Emergency Admission","0","0","Medium","1","1","1","0","0","1","0","1","1","Blood Work","12.97180541","3723.839456","11420.47679"
"KS","39.01246","-98.3866","Urban","3","81","65946.21","Married","Female","0","19.78951808","7","2","0","0","Observation Admission","1","0","Low","1","0","0","1","0","1","0","1","0","Intravenous","28.27952351","4524.95685","26268.23676"
"FL","26.71979","-80.1998","","0","51","28369.49","Divorced","Female","0","17.34718279","3","2","0","0","Emergency Admission","0","0","Medium","1","1","0","0","1","0","0","0","1","Blood Work","8.167988215","3194.373172","8894.965827"
"TN","35.95571","-88.26285","Rural","3","25","171288.05","Separated","Male","0","16.93657439","5","2","0","0","Observation Admission","0","0","Medium","0","0","0","1","0","0","0","1","0","Blood Work","1.416756593","2125.442158","4481.002949"
"FL","27.82721","-81.36218","Suburban","1","77","37966.63","Married","Female","0","19.42665159","5","2","0","0","Emergency Admission","0","1","High","1","0","1","0","0","0","0","1","0","Blood Work","3.15688767","3175.055383","14212.09567"
"AL","31.25281","-85.73273","Suburban","1","67","32867.28","Married","Female","0","17.15859339","5","0","0","0","Emergency Admission","0","0","Low","1","0","0","0","1","1","0","1","0","Intravenous","12.65397567","3635.788969","11362.72686"
"CA","38.2486","-122.45712","Urban","3","63","28372.12","Never Married","Female","0","14.98639484","6","0","0","0","Elective Admission","1","1","Medium","0","0","1","0","1","0","0","0","1","Intravenous","3.306981539","2399.325161","20801.79558"
"CO","40.57081","-103.47189","Urban","0","25","28158.2","Never Married","Male","0","21.29963367","6","0","0","0","Emergency Admission","0","0","Medium","0","1","0","1","0","0","1","0","0","Intravenous","10.7758631","3477.482122","4802.14323"
"AK","65.61511","-145.25129","Urban","2","42","6806.49","Separated","Female","0","20.25539615","4","1","0","0","Emergency Admission","0","0","High","1","1","1","0","1","1","1","1","0","Blood Work","9.38902139","3989.495175","7993.319597"
"TX","29.41537","-96.08662","Urban","0","87","20823.03","Widowed","Male","0","13.49408183","6","3","1","1","Emergency Admission","1","0","Medium","1","0","1","0","1","0","0","1","0","CT Scan","10.32529384","3546.393935","28794.22431"
"AL","32.74499","-87.74252","Rural","0","62","41852.92","Separated","Male","0","14.80634842","4","0","0","1","Emergency Admission","1","0","Low","1","0","","0","0","0","0","1","0","Blood Work","11.03296531","3444.029849","20586.69834"
"KS","38.56877","-98.57077","Suburban","0","43","25349.37","Widowed","Female","0","18.16734732","6","0","0","0","Observation Admission","0","0","Low","1","0","1","0","0","0","0","0","0","Intravenous","7.740992889","2565.169362","7136.452351"
"MI","43.41327","-84.33678","","0","48","35754.98","Married","Male","0","19.84908078","5","3","1","0","Emergency Admission","0","1","Medium","1","0","0","1","1","1","1","0","0","Blood Work","2.459002321","2895.325874","9121.452136"
"CO","39.79174","-103.58259","Rural","7","75","55910.04","Never Married","Male","0","18.65146376","6","1","0","1","Observation Admission","0","0","Medium","0","0","0","1","0","0","0","0","0","Blood Work","10.48251164","2808.590362","12633.19664"
"AL","33.74629","-88.08439","Suburban","2","87","72354.39","Widowed","Male","0","17.43545534","6","1","0","0","Emergency Admission","1","0","Low","0","0","1","1","1","0","0","0","1","Intravenous","14.14359674","3893.567355","28726.75105"
"CA","33.91238","-118.2365","Suburban","2","22","13205.72","Widowed","Male","0","17.60227513","6","0","0","0","Elective Admission","1","0","Medium","1","0","0","1","0","0","1","1","0","Intravenous","4.282505616","2533.159759","7556.642626"
"TX","29.93018","-95.05654","Rural","0","79","43146.94","Married","Male","0","11.47531413","5","0","1","0","Elective Admission","1","0","Low","1","0","0","1","0","1","1","1","1","Blood Work","13.06202685","3338.649112","25614.3675"
"MI","42.44358","-84.55141","Urban","0","44","80848.31","Married","Male","0","14.32618123","6","0","0","0","Observation Admission","1","0","Medium","1","0","0","0","1","0","0","1","0","Intravenous","12.48555377","3135.874512","14540.82188"
"KY","37.84852","-82.95475","Suburban","3","24","65065.55","Married","Male","0","16.38522042","5","1","0","0","Observation Admission","1","0","Medium","1","0","0","0","0","0","1","0","1","Intravenous","14.78671361","3240.181574","8227.949899"
"CA","37.49485","-122.20803","Suburban","1","44","69410.51","Divorced","Male","0","17.73566069","3","0","0","1","Emergency Admission","0","0","Low","1","1","0","1","0","0","0","1","0","Blood Work","7.330175691","3194.249032","7751.647563"
"OH","41.10395","-82.40599","Suburban","1","28","35005.04","Widowed","Female","0","17.9667604","4","1","1","0","Emergency Admission","1","0","Medium","1","0","0","1","0","1","0","0","0","Intravenous","9.508285335","3439.525111","9775.355413"
"ME","44.25104","-69.18961","Urban","7","67","5926.03","Married","Female","0","21.08148078","6","2","0","0","Elective Admission","0","0","High","0","1","0","1","1","0","1","1","1","CT Scan","2.200127034","2820.802015","11676.3253"
"TN","35.09863","-86.18923","Urban","1","64","40274.47","Never Married","Female","0","16.06467163","6","2","2","0","Elective Admission","0","0","High","1","1","0","0","0","0","0","0","0","Blood Work","8.537327903","3040.661249","11003.31669"
"OH","39.84989","-83.92758","Urban","2","28","18305.98","Separated","Male","0","16.25170539","4","1","1","1","Elective Admission","0","1","Medium","0","1","1","0","1","0","0","0","0","Blood Work","15.27291379","3339.415481","5094.623923"
"GA","33.89783","-84.25085","Rural","2","31","91623.55","Married","Female","0","16.78957499","4","0","0","0","Emergency Admission","0","1","Low","1","0","1","0","0","1","0","1","1","CT Scan","9.109017371","3335.380076","6313.76504"
"WY","41.09146","-104.93445","Urban","5","62","74745.88","Widowed","Female","0","15.62551041","5","3","1","1","Emergency Admission","0","0","Low","1","0","0","1","0","0","1","0","0","MRI","11.7710634","3487.075823","10679.68142"
"IL","41.54029","-88.04151","Suburban","4","28","38517.11","Never Married","Female","0","18.02261308","4","0","0","0","Observation Admission","0","0","High","0","0","0","0","1","0","0","1","0","Blood Work","7.530367928","3031.028367","5321.308379"
"NY","44.47774","-73.5843","Suburban","2","66","19871.07","Married","Female","0","19.45805241","5","0","1","0","Emergency Admission","0","0","Medium","1","1","0","0","0","1","1","0","0","Blood Work","14.77086661","3796.948298","11361.97304"
"OH","39.9615","-82.41584","Suburban","1","32","16972.73","Married","Male","0","21.87373374","3","0","0","0","Elective Admission","1","0","High","1","0","0","0","0","0","0","1","0","Blood Work","16.55814416","3797.92217","11138.53441"
"IL","41.77638","-87.63944","Suburban","4","26","47079.45","Separated","Female","0","22.00818818","7","1","0","1","Emergency Admission","1","1","Medium","1","1","0","0","0","1","0","1","0","Blood Work","3.28996288","2967.650133","9859.687712"
"VA","36.58325","-79.6348","Urban","1","26","20682.89","Married","Male","0","18.2126439","4","1","0","0","Emergency Admission","1","1","Low","1","0","1","0","1","1","0","0","1","CT Scan","3.112101235","2981.794629","9789.24932"
"AR","35.24909","-91.72621","Urban","1","32","48787.47","Never Married","Male","0","16.6614982","6","1","1","0","Emergency Admission","0","1","High","1","0","0","1","1","0","0","0","0","MRI","10.01090718","3780.911531","6993.002669"
"PA","39.92824","-75.52053","Rural","2","75","11558.14","Widowed","Male","0","13.96209939","6","1","0","0","Elective Admission","1","0","High","1","1","0","0","0","0","0","0","0","Blood Work","1.106281345","2544.10054","24940.55499"
"CA","34.19221","-119.50791","Suburban","1","24","9414.82","","Male","0","15.6855351","5","2","0","0","Elective Admission","0","0","High","1","0","1","0","1","1","1","0","0","Blood Work","4.170956994","2917.983965","4740.866827"
"OH","39.59848","-82.2515","Urban","2","81","46455.88","Widowed","Female","0","15.15468002","6","1","0","0","Emergency Admission","0","0","Low","0","1","0","0","1","0","0","1","1","CT Scan","6.985112733","3157.131107","13641.64693"
"CT","41.70787","-72.54199","Rural","0","19","51595.37","Separated","Male","0","15.76525722","3","0","0","0","Elective Admission","1","0","Low","0","0","0","0","1","0","0","0","0","Blood Work","17.29391159","3470.180776","6401.96814"
"MN","46.8038","-95.35401","Suburban","3","53","31199.71","Divorced","Female","0","18.87931661","5","2","0","0","Observation Admission","1","0","Low","1","0","0","1","0","1","1","0","0","CT Scan","5.034294659","2621.19386","17300.92036"
"KY","38.30628","-85.48823","Rural","1","46","39031.57","Widowed","Female","0","16.90007069","4","1","1","0","Observation Admission","1","0","Low","0","0","0","0","0","0","0","1","0","Blood Work","10.85305219","2916.964945","14994.24327"
"CA","34.01508","-118.11073","Suburban","1","59","43070.25","Married","Female","0","20.58155985","5","2","0","0","Emergency Admission","0","0","Medium","1","0","0","1","0","0","0","0","1","Blood Work","3.561998543","2753.861664","10210.3993"
"MS","33.74029","-89.53121","Urban","1","30","35504.04","Widowed","Male","0","21.0973652","6","1","0","1","Emergency Admission","0","0","Medium","1","0","1","0","1","0","0","1","0","Blood Work","4.013626225","2916.906301","5707.784267"
"VA","39.04152","-77.47953","Rural","0","21","32688.15","Separated","Male","0","18.67062535","4","0","1","0","Emergency Admission","0","1","Medium","0","1","0","1","1","0","0","0","0","Blood Work","7.599670208","3241.796541","4785.762436"
"OK","35.74674","-96.65585","Suburban","2","72","5885.65","Widowed","Female","0","18.98877105","5","0","0","0","Emergency Admission","0","0","Medium","1","1","0","0","0","0","1","0","0","Intravenous","2.804178268","2730.30935","12328.73827"
"KS","38.39634","-94.8679","Suburban","6","45","77002.95","Separated","Female","0","19.62005234","3","1","0","0","Emergency Admission","0","0","Medium","0","1","0","1","0","1","1","1","0","Intravenous","1.342898862","2850.359919","8116.187265"
"IL","39.43662","-87.99649","Urban","2","82","10205.12","Separated","Male","0","20.10007078","6","0","1","0","Elective Admission","0","1","High","0","1","0","0","0","0","0","0","0","Blood Work","7.825615346","2982.345058","14104.11592"
"OH","41.45828","-81.78855","Rural","1","87","11519.95","Married","Male","0","17.75559381","4","1","1","0","Emergency Admission","0","0","Medium","1","0","1","0","0","0","0","1","0","CT Scan","12.60435316","3535.666018","14857.62833"
"MA","42.05579","-70.87232","Suburban","1","34","49445.78","Never Married","Male","0","18.6704987","6","2","1","1","Emergency Admission","1","1","Low","1","0","0","0","0","1","0","0","0","Intravenous","5.237596057","2995.603928","12276.11022"
"TX","29.61752","-95.19245","Rural","0","44","33050.7","Married","Female","0","16.3299959","6","2","1","1","Emergency Admission","1","0","High","1","1","0","1","1","1","0","0","0","CT Scan","15.68488046","4516.213061","15278.815"
"FL","29.93407","-81.51364","Suburban","0","25","70281.24","Never Married","Female","0","18.53230641","5","0","1","0","Emergency Admission","0","0","High","1","0","0","0","1","1","0","0","0","Blood Work","3.897476899","3272.114456","5126.64205"
"NE","42.78883","-101.66748","Urban","0","50","81469.66","Widowed","Male","0","15.7283226","7","1","1","0","Elective Admission","1","0","Medium","1","0","0","0","0","0","0","1","0","Blood Work","8.141200545","2694.761674","16459.11104"
"AZ","35.62447","-109.71433","Urban","1","31","81972.16","Married","Female","0","18.25262952","4","0","0","0","Emergency Admission","0","0","High","1","0","0","0","1","1","0","1","0","Blood Work","6.432747081","3539.529224","6124.19196"
"NJ","40.93588","-74.1177","Rural","0","28","44659.83","Widowed","Female","0","16.86244295","5","1","0","0","Observation Admission","1","0","Medium","1","1","1","0","1","0","1","1","1","Blood Work","7.625260078","2945.367749","9406.305941"
"IA","42.07999","-92.40789","Urban","1","31","64994.79","Divorced","Female","0","21.32677416","6","4","1","0","Observation Admission","1","1","Medium","1","0","0","0","1","0","0","1","0","Blood Work","7.536470191","2730.357284","10416.63513"
"OH","39.16757","-84.49731","Rural","1","80","46986.44","Married","Male","0","18.18090081","6","0","0","0","Elective Admission","1","0","Medium","1","1","0","0","0","0","1","0","0","Blood Work","17.31227368","3519.071379","26101.01335"
"UT","41.77904","-112.15366","Rural","1","88","66301.09","Widowed","Female","0","17.52379247","6","1","0","1","Elective Admission","0","0","High","1","0","0","1","1","0","0","1","1","Blood Work","33.6241391","5263.085787","14863.82036"
"KS","37.07934","-97.35645","Urban","1","47","63735.94","Widowed","Female","0","21.72096138","5","0","0","0","Emergency Admission","1","0","High","1","0","0","0","1","0","1","0","0","Blood Work","14.95077752","4264.588036","16273.66221"
"MO","39.16331","-91.75384","Rural","0","38","6047.9","Never Married","Male","0","18.41883271","5","2","0","0","Emergency Admission","1","0","Medium","1","0","0","0","0","0","1","0","0","Blood Work","17.29681576","3958.177137","13032.74838"
"PA","40.3485","-75.67942","Rural","0","55","55566.54","Widowed","Female","0","18.07600905","4","1","0","0","Emergency Admission","0","0","Low","1","1","0","1","0","0","0","0","1","Blood Work","15.13671469","3774.219791","9404.968987"
"VA","36.92469","-76.0201","Rural","1","60","25070.89","Divorced","Male","0","16.05268705","5","1","1","0","Elective Admission","1","1","Medium","1","0","0","0","0","1","0","0","1","Intravenous","4.852145376","2451.697721","19786.49884"
"OH","39.63875","-81.18571","Suburban","0","73","34366.58","Divorced","Female","0","13.64552435","5","0","0","0","Emergency Admission","1","0","Low","1","0","0","1","1","0","1","0","0","Blood Work","1.953264574","2880.095694","24027.28664"
"IA","41.38616","-95.3608","Rural","1","54","3657.2","Separated","Male","0","15.9105945","4","0","0","1","Emergency Admission","0","0","Medium","1","0","1","0","1","1","1","1","0","Blood Work","9.234539663","3491.392112","9561.730667"
"NV","39.52215","-118.31664","Suburban","4","88","40758.23","Never Married","Female","0","17.03832595","4","1","0","0","","1","0","High","0","1","0","0","1","0","0","0","0","Blood Work","2.869841848","2773.748792","29083.23523"
"MT","45.86107","-110.56343","Rural","3","33","22709.75","Separated","Male","0","18.51991393","5","0","1","0","Observation Admission","1","1","High","1","1","0","0","1","0","0","0","0","Blood Work","13.73938812","3664.375957","11611.07654"
"TX","28.85742","-96.36155","Rural","7","20","43574.11","Widowed","Female","0","18.37412706","3","2","1","0","Emergency Admission","0","0","Medium","0","0","0","1","1","0","0","1","0","Intravenous","14.30820278","3779.208559","4129.165801"
"SD","44.59541","-97.45309","Rural","4","72","28178.56","Married","Female","0","19.60009697","5","2","0","1","Emergency Admission","0","0","Medium","0","0","","1","0","0","0","0","1","Blood Work","5.36176329","2976.533753","12462.25848"
"OH","41.627","-83.32311","Urban","0","37","13389.7","Divorced","Female","0","20.25199908","4","2","0","0","Emergency Admission","1","0","Medium","1","0","0","0","0","1","0","1","0","Intravenous","4.740116229","3014.521705","12630.20108"
"IL","39.29651","-90.73317","Urban","0","44","30154.71","Widowed","Male","0","18.84278583","4","2","0","1","Emergency Admission","1","0","Low","1","0","0","0","0","0","1","1","0","Blood Work","22.50971945","4444.991416","14821.99494"
"MT","46.29015","-105.7613","Urban","0","88","36575.24","Divorced","Female","0","17.00829727","5","0","0","0","Emergency Admission","1","0","Low","1","0","0","0","1","1","1","0","1","Blood Work","5.314379839","3147.622436","28831.20614"
"CA","39.25156","-120.02471","Urban","2","80","25610.17","Divorced","Male","0","17.17750062","4","1","1","0","Elective Admission","1","0","Medium","1","0","1","1","1","0","0","1","0","CT Scan","14.36940332","3459.426449","26200.47025"
"MO","40.29939","-92.25036","Rural","0","84","5053.14","Married","Female","0","15.29002516","6","1","0","1","Emergency Admission","1","0","Medium","1","0","0","1","0","0","0","1","1","Blood Work","5.606241535","3093.365933","27682.48218"
"MS","31.71063","-89.31219","Urban","0","43","37340.45","Separated","Female","0","17.49182581","4","0","0","0","Elective Admission","1","0","Low","1","1","1","0","1","0","0","0","1","Blood Work","11.51253262","3143.621173","14077.9042"
"MI","42.99488","-84.37438","Suburban","0","66","26495.82","Divorced","Male","0","19.9294099","7","0","0","0","Elective Admission","1","0","Medium","1","0","0","0","0","0","0","1","0","Blood Work","1.617568581","2160.229349","21586.57048"
"MD","39.11253","-77.25142","Rural","3","45","21803.15","Never Married","Female","0","14.43921088","6","0","1","0","Emergency Admission","0","0","High","1","0","1","1","1","1","1","1","1","Blood Work","15.33094616","4498.402924","8502.568933"
"MO","38.76605","-91.80318","Urban","2","76","5873.17","Never Married","Male","0","22.46387615","4","0","0","1","Observation Admission","0","1","Low","1","0","0","1","1","0","0","0","1","Intravenous","17.02870223","3430.117003","12601.52326"
"PA","40.98691","-78.96071","Urban","1","34","2588.91","Never Married","Male","0","18.85092225","8","1","0","0","Emergency Admission","1","1","High","0","1","0","0","0","0","0","0","0","Intravenous","1.541231453","3092.062623","12821.77356"
"NY","44.22541","-75.78319","Urban","3","37","18238.34","Widowed","Female","0","17.65755516","5","0","0","0","Emergency Admission","0","0","Low","1","1","1","0","0","0","1","0","0","CT Scan","2.728882377","2799.343017","6678.81407"
"OK","36.65189","-97.82805","Urban","2","56","20937.79","Married","Male","0","17.40128479","4","0","0","0","Emergency Admission","0","0","High","1","0","1","1","1","0","0","0","1","Intravenous","11.21258128","3954.577364","10323.741"
"TN","36.25131","-89.31929","Urban","6","82","38888.79","Married","Female","0","21.24171278","5","3","0","1","Elective Admission","0","0","Medium","1","0","0","0","0","0","1","1","0","Intravenous","13.93928494","3118.102087","13644.19367"
"OK","36.15043","-96.19615","Rural","2","39","48758.98","Widowed","Male","0","13.94664306","7","0","1","0","Emergency Admission","0","0","High","1","1","0","0","0","0","0","0","0","Blood Work","7.154921445","3439.713057","7518.632799"
"MO","37.01814","-94.3332","Urban","1","53","37131.09","Separated","Female","0","20.6422019","5","5","0","0","Emergency Admission","1","0","High","1","0","0","1","1","1","1","0","0","CT Scan","6.937476697","3788.099909","18195.23001"
"KS","38.28231","-95.27322","Suburban","0","87","3599.23","Married","Female","0","18.21438806","3","1","2","0","Emergency Admission","0","0","High","1","0","1","1","1","0","0","1","0","Intravenous","10.26020235","3936.221689","15151.34248"
"ND","48.58634","-103.71718","Urban","1","58","16565.64","Divorced","Male","0","16.09168261","4","1","0","0","Elective Admission","1","0","High","1","1","0","1","0","1","0","0","0","Intravenous","4.179245332","2975.997028","19465.32821"
"MN","46.57402","-94.35565","Urban","0","77","7162.04","Married","Female","0","16.44736778","6","1","0","0","Emergency Admission","1","0","Low","1","1","0","1","0","0","0","1","1","Intravenous","10.24065879","3545.050946","25308.33184"
"SD","43.0637","-97.58616","Rural","0","55","60691.44","Divorced","Male","0","17.49575925","5","2","0","1","Emergency Admission","1","1","High","0","0","0","1","0","1","1","1","1","Blood Work","9.869109831","4002.845892","19516.47618"
"SC","33.38887","-80.29593","Urban","6","74","12961.63","Divorced","Female","0","16.76766386","5","1","0","1","Emergency Admission","1","0","Low","1","0","0","1","0","0","0","1","1","CT Scan","6.051451421","3129.84547","24532.25598"
"IL","37.64347","-89.46919","Rural","3","80","71642.68","Married","Male","0","18.92549168","5","0","0","0","Elective Admission","1","1","Low","1","1","0","0","0","0","1","1","1","Blood Work","2.387009618","2355.807651","26124.25158"
"WV","38.05619","-81.32385","Rural","1","57","87082.01","Separated","Female","0","19.90763677","4","2","0","1","Emergency Admission","0","1","Low","1","0","1","0","1","1","0","1","1","Blood Work","3.083216184","2926.784841","10458.08897"
"TN","36.398","-84.08638","Urban","2","42","40371.88","Divorced","Male","0","15.64569371","5","0","0","1","Emergency Admission","1","0","Medium","1","0","1","1","0","0","1","1","0","Blood Work","11.64737101","3724.147396","14447.31379"
"VT","44.24718","-72.74137","Rural","1","81","39937.08","Divorced","Male","0","18.89345717","5","3","0","0","Elective Admission","1","0","Medium","1","0","0","1","1","0","1","0","1","CT Scan","1.84412255","2358.829622","26421.27465"
"CT","41.97245","-72.01529","Rural","4","23","30259.21","Separated","Male","0","18.97189918","5","1","1","0","Observation Admission","1","0","High","1","0","1","0","0","0","0","0","1","Intravenous","1.464131668","2576.674409","8417.208959"
"VA","36.80318","-76.32892","Urban","1","65","13637.68","Separated","Male","0","17.41952767","5","0","1","0","Emergency Admission","0","1","Medium","1","1","1","0","0","1","1","0","0","Blood Work","6.368498737","3183.679657","11954.06637"
"OK","34.72772","-98.96374","Rural","4","27","45331.37","Divorced","Female","0","17.12158887","5","3","0","1","Emergency Admission","1","1","Low","1","1","0","1","0","0","0","1","1","Blood Work","3.201543259","2968.28101","10047.62777"
"KS","39.01154","-95.84949","Urban","2","23","47743.85","Divorced","Female","0","18.73436107","5","0","0","1","Observation Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","Intravenous","9.276858065","2615.81159","4046.770073"
"WV","38.92153","-81.61079","Suburban","1","26","26600.64","Never Married","Female","0","18.30722666","3","0","0","0","Emergency Admission","0","0","High","0","1","1","0","0","0","1","0","0","Intravenous","24.17573177","4970.145874","5393.237324"
"TN","36.20696","-86.89257","Urban","6","58","92729.84","Divorced","Male","0","16.88991653","5","1","0","0","Elective Admission","1","1","High","0","1","0","0","1","0","1","0","0","Intravenous","6.322826232","3117.259981","19713.2417"
"TX","29.83413","-95.14734","Suburban","1","61","54963.97","Separated","Male","0","22.47834702","5","3","0","0","Emergency Admission","0","0","","1","0","0","0","1","0","1","0","0","Intravenous","20.27858719","4175.319753","10613.8475"
"OH","39.06483","-82.2523","Rural","0","87","59607.82","Divorced","Male","0","20.34470111","3","2","0","1","Elective Admission","0","1","Low","1","1","1","1","0","0","1","0","0","Blood Work","26.05350961","4292.179548","14378.29687"
"MN","46.3667","-92.59251","Suburban","1","40","33734.35","Never Married","Female","0","18.30631106","5","1","0","0","Emergency Admission","0","1","High","1","1","0","0","1","1","0","1","0","Blood Work","3.680834144","3385.99428","8198.644103"
"OH","40.13979","-81.10357","Urban","4","62","31009.86","Married","Female","0","18.21010062","5","1","0","1","Emergency Admission","0","0","High","1","1","0","0","1","0","0","0","1","CT Scan","10.91850129","3833.238578","11194.56008"
"VA","36.60221","-77.08604","Suburban","2","86","44950.7","Married","Male","0","18.73631585","5","3","0","0","Emergency Admission","1","1","Medium","0","1","0","0","1","0","0","1","0","Blood Work","1.605355381","2828.64861","29096.08237"
"AZ","31.8885","-109.61185","Rural","4","50","49147.77","Married","Male","0","18.89191141","6","0","0","0","Emergency Admission","1","0","Low","1","1","0","0","1","0","0","0","0","Blood Work","3.264959283","2904.952772","16866.70143"
"NJ","39.68741","-75.49759","Rural","2","75","14721.33","Married","Male","0","16.49997015","6","0","0","0","Emergency Admission","1","0","High","1","1","0","0","1","1","1","0","1","Blood Work","8.960947838","3931.859512","25354.04929"
"TX","30.36444","-96.84281","Rural","1","33","37570.99","Never Married","Male","0","15.26884942","4","0","0","0","Observation Admission","0","0","High","1","0","1","1","1","0","0","1","1","Blood Work","19.75844348","4202.16386","6186.096727"
"PA","40.40801","-79.7764","Rural","1","85","35669.47","Never Married","Male","0","16.1300371","5","1","1","0","Emergency Admission","1","0","Medium","1","1","0","0","0","1","1","1","0","Blood Work","4.257596331","3107.517029","28112.53552"
"VA","37.08814","-79.78134","Rural","6","80","113672.54","Divorced","Male","0","18.54063101","5","1","0","0","Elective Admission","0","0","Medium","1","0","1","0","1","1","1","0","1","Blood Work","9.680203875","2955.905466","13477.26833"
"LA","30.55759","-93.4503","Rural","0","70","28101.96","Never Married","Male","0","15.87639578","5","2","0","1","Elective Admission","1","1","Medium","1","0","1","0","0","0","0","0","1","Blood Work","11.90641926","3018.79862","23033.55666"
"SC","33.40298","-81.42338","Urban","1","21","51421.14","Married","Female","0","15.27676501","5","0","0","0","Emergency Admission","0","0","Low","1","0","1","0","0","1","0","0","0","Blood Work","2.891054462","2766.213414","4047.947124"
"NE","40.93082","-97.76149","Suburban","3","86","37420.76","Widowed","Female","0","18.0207595","5","2","0","0","Elective Admission","1","1","Low","1","0","0","0","1","0","0","1","0","Intravenous","3.126965459","2369.051982","27963.53338"
"WV","37.66198","-80.72022","Rural","3","22","66945.43","Widowed","Female","0","18.57893792","6","2","1","1","Observation Admission","1","0","High","1","0","0","0","0","1","0","0","1","Intravenous","11.89367517","3442.159777","7911.926119"
"WA","47.60527","-122.11098","Urban","3","21","63816.6","Married","Male","0","17.25757366","4","0","0","0","Observation Admission","0","0","Low","1","0","1","1","0","0","0","0","0","CT Scan","30.53919601","4527.195048","3778.308173"
"MD","39.67672","-77.4652","Rural","0","18","12614.77","Separated","Male","0","17.42608791","3","0","1","1","Emergency Admission","0","1","Medium","1","1","0","1","1","0","0","0","0","Blood Work","16.00314787","3930.359366","4304.019136"
"VA","39.21887","-78.08887","Suburban","0","74","10768.89","Widowed","Female","0","18.55199108","5","1","0","0","Emergency Admission","1","0","Medium","1","1","0","1","0","0","1","0","0","MRI","1.30712448","2813.957323","24479.86918"
"CO","39.64834","-105.29102","Rural","5","84","71711.25","Widowed","Male","0","14.73901306","6","0","0","1","Emergency Admission","0","0","Low","1","0","0","1","0","0","0","1","1","Blood Work","9.738896914","3319.663587","14298.03026"
"MN","44.39778","-92.08944","Rural","7","84","30223.33","Widowed","Female","0","18.04031283","5","1","2","0","Emergency Admission","1","0","Medium","1","0","0","0","0","0","0","0","1","Intravenous","12.142724","3475.280881","27891.41761"
"MN","44.29334","-94.73617","Suburban","3","31","124905.92","Never Married","Female","0","16.41331829","6","3","0","1","Emergency Admission","0","0","High","0","0","0","1","0","0","0","0","0","Blood Work","22.39909387","4710.826905","6185.761306"
"","41.74446","-87.76858","Rural","2","38","44954.19","Widowed","Female","0","17.74501592","5","2","0","1","Emergency Admission","1","1","High","0","0","0","0","1","0","0","0","0","Blood Work","2.651796619","3196.254982","14051.31743"
"TX","31.14554","-96.14068","Urban","2","39","83759.58","Never Married","Male","0","19.8370954","5","1","1","0","Emergency Admission","1","0","Medium","1","1","1","1","0","0","1","0","0","Blood Work","9.285262707","3542.872003","13483.25125"
"MI","43.33539","-85.84617","Urban","0","60","9550.44","Never Married","Female","0","19.21706076","6","1","0","1","Elective Admission","0","0","Medium","0","0","0","0","0","1","0","0","0","Blood Work","15.1745097","3185.166768","9926.701427"
"IL","39.66693","-89.37664","Urban","1","35","9986","Married","Male","0","21.35019945","5","1","0","1","Emergency Admission","1","1","Medium","0","1","0","1","0","0","1","1","0","Blood Work","6.107307106","3266.954129","12731.9714"
"SC","33.41513","-80.9076","Suburban","2","86","32690.6","Widowed","Male","0","18.41048927","4","1","1","0","Emergency Admission","0","0","Medium","1","0","0","1","0","1","0","1","0","Intravenous","5.012698773","3018.52344","14655.88104"
"AR","35.54505","-91.97484","Rural","0","74","24902","Divorced","Female","0","18.68316069","4","0","0","0","Emergency Admission","1","0","High","1","1","0","1","0","0","0","1","0","Blood Work","4.783390525","3511.388461","24889.93264"
"IA","42.0503","-92.90058","Rural","1","42","69417.56","Widowed","Female","0","14.77726377","4","0","0","0","Elective Admission","0","0","Medium","0","1","1","0","0","0","0","1","1","Blood Work","19.00199194","3619.502388","7138.977164"
"WI","43.08635","-87.97641","Suburban","0","40","27242.06","Widowed","Male","0","16.75587288","5","1","0","0","Elective Admission","0","0","Medium","0","0","0","1","1","0","1","1","0","Blood Work","18.20015866","3646.364914","6797.36543"
"FL","30.23936","-85.65202","Urban","1","51","12446.85","Divorced","Male","0","18.65521169","3","1","1","0","Observation Admission","0","0","Medium","1","0","0","0","1","1","1","0","0","CT Scan","15.93059496","3392.845772","8591.263566"
"MI","44.30406","-83.66737","Rural","1","47","27081.57","Widowed","Male","0","18.80748171","7","1","0","0","Elective Admission","1","0","Medium","1","1","0","1","0","0","1","0","1","Intravenous","6.004669937","2686.540851","15532.39045"
"NY","42.68519","-76.95724","Suburban","1","38","39788.97","Separated","Male","0","20.91752388","5","0","1","1","Observation Admission","1","1","Medium","1","0","0","0","0","1","1","0","0","Intravenous","10.47383218","2972.907706","12740.75024"
"CT","41.30687","-72.46654","Rural","6","30","31933.71","Separated","Female","0","16.74471967","6","0","1","0","","1","0","High","1","1","0","0","0","0","0","0","0","CT Scan","2.775341974","2680.859766","10566.37054"
"LA","32.96714","-93.44614","Suburban","7","88","53143.45","Divorced","Female","0","17.56276859","4","0","1","0","Emergency Admission","0","0","High","0","1","1","1","1","1","1","0","0","Blood Work","4.270738349","3604.424028","15530.69493"
"IA","43.07795","-91.35865","Rural","8","84","19053.12","Separated","Male","0","18.96753948","5","0","0","0","Emergency Admission","0","0","Medium","0","0","0","1","0","0","1","1","0","Blood Work","7.452005522","3192.861741","14522.70551"
"WV","39.20644","-81.67222","Rural","0","65","44367.5","Widowed","Female","0","19.63612206","5","1","0","0","Emergency Admission","0","0","High","1","0","0","0","1","1","0","0","0","Blood Work","7.505653674","3567.760675","11553.16469"
"CO","38.26344","-107.18963","Suburban","5","66","15482.31","Married","Male","0","18.19102537","5","0","0","0","Elective Admission","0","0","High","1","0","0","0","1","0","1","1","0","Intravenous","2.979799446","2718.745706","11536.46086"
"ID","47.71875","-116.97292","Rural","2","89","65409.12","Separated","Male","0","18.05517785","5","2","0","0","Emergency Admission","1","0","High","1","1","0","1","1","0","0","0","0","Blood Work","2.896351573","3382.234272","29837.70749"
"NY","42.26709","-76.70087","Urban","5","74","27082.82","Separated","Female","0","13.28360329","5","1","0","0","Elective Admission","0","0","High","0","1","1","1","1","0","0","1","0","Blood Work","11.56730683","3602.950664","12810.77452"
"OH","41.60506","-81.4994","Urban","4","55","61070.36","Never Married","Male","0","15.49532229","4","3","0","1","Elective Admission","0","1","Medium","1","0","0","1","0","0","1","0","0","Intravenous","16.84173981","3390.232896","9423.210742"
"OH","40.76113","-81.34989","Suburban","3","73","90187.62","Married","Male","0","17.41561345","4","0","1","0","Emergency Admission","0","0","High","1","1","0","1","0","0","0","1","0","CT Scan","18.54053066","4526.295626","13009.17487"
"ND","48.85825","-99.25209","Rural","1","64","37744.74","Widowed","Female","0","17.23474161","6","1","0","1","Observation Admission","0","0","High","1","1","0","1","0","0","1","1","0","Blood Work","18.07675188","4036.552484","11009.87396"
"ME","44.29047","-69.81412","Rural","1","72","57617.71","Never Married","Male","0","17.63381064","5","2","1","0","Observation Admission","1","0","High","0","0","0","0","0","0","0","0","0","Blood Work","6.284476352","2896.4398","23945.70778"
"IA","42.94568","-93.63519","Suburban","0","25","32142.74","Separated","Female","0","14.22306725","4","1","1","0","Emergency Admission","0","0","Medium","1","1","1","1","0","0","0","0","0","Blood Work","7.750291496","3244.195464","4788.529454"
"WV","39.6845","-80.07452","Urban","1","44","12344.54","Divorced","Female","0","14.55378268","5","1","1","0","Emergency Admission","1","0","High","1","0","1","1","1","0","0","0","1","Intravenous","7.810054524","3788.104874","15381.55054"
"HI","19.45367","-155.40743","Urban","0","22","24198.86","Divorced","Male","0","23.34423874","5","3","1","0","Observation Admission","0","0","Low","1","0","0","1","0","0","0","0","0","Intravenous","6.467132592","2479.578869","3771.305753"
"NY","40.72955","-73.16056","Suburban","0","57","49505.28","Separated","Male","0","13.20690942","4","0","0","1","Emergency Admission","1","1","High","0","0","0","0","1","0","1","1","0","Intravenous","12.3791714","4113.55638","20156.99878"
"TX","30.30478","-93.76105","Rural","3","82","66235.29","Separated","Female","0","15.36842227","4","2","1","1","Elective Admission","1","0","High","1","0","0","0","0","0","0","0","0","MRI","7.763040458","3017.590152","27127.60412"
"TX","28.40248","-97.71085","Rural","5","24","44981.12","Married","Female","0","16.20316686","7","1","1","1","Emergency Admission","0","1","Medium","1","0","0","1","0","0","0","0","0","Blood Work","6.852972491","3023.516967","5339.143098"
"ND","46.96547","-97.80407","Suburban","3","87","18295.15","Never Married","Male","0","20.95672611","5","4","0","0","Elective Admission","0","0","Medium","0","0","1","0","1","0","0","1","1","Intravenous","10.08562814","2902.109825","14508.98201"
"IA","42.11027","-93.63735","Urban","0","18","11150.48","Married","Male","0","18.19401015","5","3","1","0","Emergency Admission","1","0","Low","1","1","0","0","0","0","0","1","0","CT Scan","14.78620938","3823.513432","6491.922503"
"OK","35.27186","-98.9274","Suburban","2","56","16121.58","Married","Male","0","20.35901522","3","1","0","0","Emergency Admission","1","0","Low","1","0","0","0","1","0","1","0","0","MRI","4.722388942","3013.001649","18726.69989"
"WI","46.02612","-91.29716","Suburban","3","77","110089.13","Never Married","Female","0","18.07383243","5","1","0","1","Observation Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","Intravenous","7.166826868","2442.920188","12748.93415"
"OH","41.23951","-83.14798","Rural","1","86","53871.98","Married","Female","0","17.73347924","4","0","1","1","Elective Admission","0","1","High","1","1","1","0","1","0","0","1","1","Blood Work","9.015071634","3299.835899","14705.32051"
"IA","40.60217","-95.00781","Suburban","2","62","65516.39","Never Married","Female","0","20.73887967","2","0","0","0","Emergency Admission","1","0","Low","1","0","0","0","0","0","0","0","0","Intravenous","4.508486791","2849.747958","20565.98168"
"CA","34.25563","-118.42076","Urban","0","18","38506.18","Divorced","Female","0","18.05511897","6","2","0","0","Emergency Admission","1","0","High","1","0","0","1","1","0","0","1","0","Blood Work","20.38088795","4802.608787","6955.299837"
"IL","39.5936","-90.77418","Rural","1","81","12087.49","Widowed","Female","0","18.94107511","7","1","0","1","Emergency Admission","1","0","High","1","1","0","0","0","0","1","0","0","Intravenous","4.098754618","3362.201652","27162.54641"
"VA","37.58322","-75.80986","Urban","3","60","9462.04","Divorced","Male","0","16.7970934","5","0","1","1","Observation Admission","0","0","Medium","1","0","0","0","0","1","1","1","0","CT Scan","15.12975184","3301.760705","10098.06281"
"ID","43.7539","-112.00956","Rural","0","53","23559.87","Never Married","Female","0","17.75102712","5","1","0","0","Emergency Admission","0","0","High","1","0","0","0","0","0","0","1","1","Blood Work","20.52810023","4523.211803","9626.191487"
"IN","39.65177","-85.98714","Suburban","4","59","54910.83","Married","Female","0","13.1088599","5","0","0","1","Emergency Admission","0","0","Medium","1","0","0","0","1","0","0","1","1","Intravenous","5.65638797","2976.307404","10302.75332"
"FL","28.83926","-82.04012","Rural","0","56","59525.33","Married","Female","0","19.88572739","5","0","1","0","Emergency Admission","0","0","Low","1","0","0","0","1","1","0","0","1","Blood Work","1.293963332","2645.293873","9562.27145"
"OH","41.17051","-80.5738","Suburban","1","55","9876.63","Divorced","Male","0","14.00256969","6","1","1","0","Observation Admission","0","0","Medium","0","1","0","0","1","1","0","0","0","Blood Work","5.207742041","2525.608109","9233.587966"
"MN","44.61646","-95.43252","Rural","0","40","37728.75","Never Married","Male","0","18.57559669","5","1","1","1","Observation Admission","0","0","Low","1","0","1","1","","0","1","1","0","Intravenous","6.046492682","2725.723002","6733.716417"
"MO","38.58851","-90.35132","Urban","1","75","13929.47","Widowed","Male","0","21.21750854","4","0","0","0","Elective Admission","1","0","Medium","1","1","1","0","0","0","1","1","0","CT Scan","5.480936492","2684.520592","24571.65772"
"CA","41.33895","-122.77793","Rural","1","80","50352.97","Divorced","Male","0","18.97934801","5","0","0","0","Elective Admission","1","0","Medium","1","1","0","0","1","0","0","0","0","Blood Work","1.075798302","2213.254435","26101.01335"
"MI","46.13871","-85.26754","Urban","1","71","35767.28","Married","Male","0","17.20300974","4","1","0","0","Elective Admission","0","0","Medium","1","1","0","0","1","0","1","0","0","Blood Work","12.13973124","3068.067114","11806.1642"
"NY","43.85227","-73.50591","Urban","0","72","13949.77","Divorced","Male","0","19.17106125","4","1","0","0","Elective Admission","0","1","Low","1","1","0","0","0","0","0","0","0","Blood Work","6.069353692","2424.946468","11897.62951"
"MI","42.10714","-83.29339","Suburban","1","58","93626.17","Separated","Male","0","14.46049518","4","1","0","0","Emergency Admission","1","0","Low","1","0","1","0","0","0","0","0","1","Intravenous","1.497614233","2678.246808","19408.38868"
"TX","30.0711","-93.86461","Suburban","2","35","74947.02","Separated","Male","0","18.73054212","6","2","0","0","Emergency Admission","1","0","Low","1","1","0","0","0","0","0","1","0","Blood Work","11.66483985","3567.755149","12001.21259"
"KY","38.25996","-85.54185","Rural","2","71","20711.86","Widowed","Male","0","18.31014102","5","0","0","0","Elective Admission","1","0","Medium","1","1","1","1","1","1","1","0","1","Blood Work","7.249700375","3035.019448","23321.39719"
"NC","35.68985","-79.62224","Suburban","1","44","9112.71","Divorced","Male","0","18.31633422","4","2","1","1","Elective Admission","1","0","High","0","0","1","1","0","1","0","0","1","Blood Work","15.78187582","3929.943917","15050.34224"
"SD","44.59541","-97.45309","Rural","9","85","24432.91","Never Married","Male","0","17.86439633","5","3","0","0","Emergency Admission","0","0","High","1","0","0","0","0","0","0","0","0","Blood Work","11.95110041","3760.750747","15124.13475"
"NH","43.0152","-70.76075","Suburban","1","19","22674.81","Separated","Male","0","17.81571407","4","1","0","1","Elective Admission","0","0","Low","0","1","0","1","0","0","0","1","0","Intravenous","6.587638568","2621.083932","3323.625763"
"TX","33.85238","-98.54057","Rural","0","24","37773.4","Married","Male","0","16.66169278","5","2","0","0","Observation Admission","1","1","High","1","1","0","0","1","0","0","0","1","Intravenous","12.72314312","3581.107035","8639.64946"
"NC","35.21097","-75.7008","Suburban","4","85","50949.63","Never Married","Male","0","12.6536572","4","2","0","0","Elective Admission","1","0","High","0","1","1","0","0","1","1","1","0","Blood Work","12.60847436","3768.144294","28276.6882"
"NE","40.23679","-97.91266","Rural","2","31","93642.63","Married","Male","0","17.37675024","5","1","0","0","Emergency Admission","0","0","","1","0","0","1","1","0","1","0","0","Intravenous","11.90667455","3583.333418","5694.877936"
"VA","36.86696","-82.74519","Rural","0","41","27947.03","Widowed","Male","0","20.33857262","6","1","1","0","Emergency Admission","0","0","Medium","1","0","1","1","0","1","0","0","0","Intravenous","10.14358293","3454.460065","7440.113057"
"TN","36.24648","-83.51232","Urban","1","60","25536.25","Married","Nonbinary","0","18.2250401","4","1","0","1","Observation Admission","1","1","High","1","1","0","0","1","0","0","1","0","Intravenous","7.336514426","3199.418504","20113.7266"
"CA","37.84558","-121.95073","Rural","1","89","52285.04","Never Married","Male","0","12.43374483","6","0","1","0","Observation Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","Intravenous","12.55090383","2884.079835","14693.34537"
"WA","48.80272","-121.25819","Suburban","4","81","63062.88","Separated","Male","0","22.04304265","5","2","0","0","Emergency Admission","1","0","Medium","1","0","0","1","0","1","1","0","0","Blood Work","20.27331694","4382.16967","26927.12297"
"ID","41.97585","-113.65429","Rural","0","69","6950.58","Never Married","Female","0","17.00356118","4","0","2","0","Elective Admission","0","1","Medium","1","0","0","0","1","1","0","1","0","Blood Work","18.53246109","3605.136168","11459.36417"
"TX","33.15534","-96.7727","Urban","1","39","19899.55","Widowed","Female","0","14.3573098","5","1","0","1","Observation Admission","1","0","Low","1","0","1","0","1","0","1","1","1","Blood Work","3.472397542","2533.140291","12827.64367"
"TX","31.29873","-97.06009","Urban","0","79","24806.09","Separated","Female","0","16.57139364","4","3","0","0","Emergency Admission","0","0","Medium","1","0","1","0","0","0","1","0","0","Intravenous","21.62706473","4275.868433","13463.18749"
"NY","42.62952","-73.52591","Suburban","3","29","19795.19","Married","Female","0","19.72185021","4","1","1","1","Emergency Admission","0","0","High","1","1","0","0","0","0","0","0","0","Blood Work","11.98980105","3835.872658","5861.320469"
"AR","36.14103","-91.8437","Rural","1","81","24225.71","Separated","Female","0","20.37941112","5","2","0","1","Emergency Admission","1","0","High","0","1","0","1","0","0","0","0","1","MRI","8.984839553","3795.965928","27162.54641"
"GA","32.64768","-83.65656","Urban","5","37","48169.37","Separated","Male","0","21.51212328","6","2","0","0","Emergency Admission","0","0","Medium","0","0","0","0","0","1","0","1","0","Intravenous","4.936109187","2918.257735","6883.039795"
"MO","37.20909","-93.35405","Urban","6","34","35123.6","Separated","Female","0","16.97452153","5","1","0","0","Emergency Admission","1","0","Medium","0","1","0","0","1","1","0","0","1","Blood Work","12.6622385","3761.059882","11854.12522"
"VA","38.8871","-77.18076","Urban","7","65","58670","Separated","Male","0","17.22591326","5","0","1","0","Observation Admission","1","0","Low","0","1","0","1","0","0","0","1","1","Blood Work","4.206712799","2538.319223","21346.20201"
"TX","29.9857","-95.52438","Suburban","7","28","18460.86","Divorced","Nonbinary","0","17.4157493","6","0","0","0","Elective Admission","1","0","Medium","1","1","1","1","1","1","0","0","0","Blood Work","6.038802965","2875.220027","9617.970325"
"NH","43.47011","-72.33239","Rural","10","68","54795.42","Never Married","Female","0","18.43344253","5","1","0","0","Observation Admission","1","0","Medium","1","1","0","1","0","0","1","1","0","Blood Work","4.137394344","2593.220518","22452.65381"
"SD","43.28311","-96.62","Urban","0","56","87772.22","Divorced","Male","0","17.24020071","5","2","0","0","Emergency Admission","0","0","Medium","0","0","0","1","0","0","0","1","0","Intravenous","2.954490509","2763.763967","9780.15733"
"MI","42.46219","-84.0736","Suburban","5","62","36311.7","Never Married","Male","0","19.64986478","5","0","0","0","Emergency Admission","0","1","Medium","1","0","0","1","0","0","0","0","0","Blood Work","16.61214903","3823.162832","11526.78954"
"NY","44.92769","-74.17897","Rural","0","19","31345.45","Married","Female","0","15.56250965","4","1","0","0","Elective Admission","0","1","Low","1","0","0","1","0","0","0","0","0","Blood Work","3.126063697","2205.818893","3304.545207"
"CA","39.00709","-122.86954","Rural","0","26","30560.66","Separated","Female","0","15.12180643","5","0","1","0","Emergency Admission","1","0","Low","1","1","0","1","1","1","0","1","1","Intravenous","2.88026513","3113.216413","8971.7269"
"WA","47.24236","-123.15514","Urban","1","23","44737.2","Widowed","Female","0","16.84381096","5","1","1","0","Elective Admission","0","0","High","1","1","0","0","1","0","0","0","0","Blood Work","7.728146957","3059.504618","4422.770223"
"IN","38.06463","-86.92631","Rural","6","46","10473.35","Married","Male","0","15.23966396","4","1","1","1","Elective Admission","0","0","Medium","1","0","0","1","0","1","0","1","0","Blood Work","3.860469754","2411.789071","7942.281431"
"KY","37.19068","-82.78511","Urban","8","24","6227.81","Never Married","Male","0","15.1316076","5","0","1","0","Emergency Admission","0","0","High","1","1","0","1","0","1","0","0","0","Intravenous","8.306770567","3714.197538","5294.624337"
"TX","27.77081","-97.12146","Urban","2","28","13758.46","Married","Female","0","19.98507969","5","1","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","Intravenous","8.028364259","3025.835912","5263.169873"
"IA","42.95622","-92.21273","Rural","3","54","8006.59","Widowed","Female","0","20.55878738","6","0","1","0","Observation Admission","1","0","High","0","0","1","0","0","0","1","0","1","CT Scan","3.651383249","2816.474184","18232.23858"
"WA","47.1989","-122.66267","Rural","1","80","36183.15","Married","Female","0","19.93457125","6","1","1","0","Emergency Admission","0","0","Medium","1","0","1","1","1","0","0","0","0","Blood Work","8.678035025","3333.407813","13651.27463"
"WA","48.57168","-118.64454","Rural","2","60","49008.54","Separated","Female","0","12.3135898","5","1","0","0","Observation Admission","0","0","Low","0","0","1","0","0","1","1","1","0","Blood Work","21.89232631","3931.074714","9927.900397"
"MN","47.62544","-92.71545","Urban","8","53","30205.66","Divorced","Male","0","20.55854971","4","0","0","0","Emergency Admission","1","0","High","1","1","0","1","1","0","0","0","0","Intravenous","5.070652776","3560.39182","18493.00872"
"IA","42.49792","-96.19256","Suburban","1","44","65536.74","Widowed","Female","0","18.19171424","5","0","0","0","Emergency Admission","0","0","Medium","0","0","0","0","0","1","0","1","0","Intravenous","6.825052642","3073.033685","7801.6828"
"IN","40.61137","-86.93134","Urban","3","50","78692.73","Never Married","Female","0","19.74280372","4","3","0","1","Emergency Admission","0","0","Medium","0","0","1","1","0","1","0","0","0","Blood Work","12.24127655","3626.340554","8898.68961"
"WA","45.827","-122.34443","Suburban","0","83","41059.27","Separated","Male","0","20.24663946","4","1","1","1","Emergency Admission","0","0","Medium","1","0","0","1","1","0","0","1","1","Blood Work","14.88182015","3826.209528","14112.56839"
"FL","30.3577","-83.98848","Rural","2","79","45372","Married","Female","0","17.73892823","5","2","0","0","Elective Admission","0","0","Low","1","0","0","0","1","0","0","1","0","Intravenous","10.58720317","2868.00455","12906.99043"
"MN","48.23841","-94.52099","Rural","1","88","12524.49","Separated","Female","0","12.54607009","4","0","1","0","Elective Admission","0","0","Medium","1","0","0","1","0","0","0","0","0","Blood Work","15.1322138","3189.576924","14450.47826"
"OH","39.34708","-81.89315","Rural","6","52","78985.8","Never Married","Male","0","16.70711344","5","1","0","0","Emergency Admission","1","0","High","0","0","0","0","1","0","0","1","0","Blood Work","2.144229137","3214.346198","18111.17808"
"WI","45.03348","-90.62445","Rural","4","30","30646.2","Widowed","Female","0","20.64516571","5","2","0","0","Emergency Admission","1","1","High","0","1","1","0","1","1","1","1","0","CT Scan","11.12714174","4244.236216","11622.74724"
"WA","47.53676","-122.38986","Urban","8","47","154.08","Widowed","Female","0","17.15016746","5","0","0","0","Emergency Admission","0","0","Medium","1","0","1","1","0","1","0","1","0","Intravenous","1.942984053","2842.20089","8570.869675"
"OK","36.81786","-97.52226","Urban","2","89","98695.72","Separated","Female","0","18.10090338","5","0","0","0","Emergency Admission","0","0","Medium","0","0","0","0","1","1","1","0","0","Blood Work","18.8772865","4146.614528","15058.61697"
"NJ","39.42237","-74.49507","Suburban","0","66","45302.63","Widowed","Female","0","16.85049551","6","1","1","0","Elective Admission","1","1","Medium","1","1","0","0","0","0","1","1","0","Blood Work","17.4320608","3588.566678","21594.99596"
"OR","45.47146","-123.7552","Urban","1","37","31966.67","Divorced","Male","0","20.98601354","5","2","0","0","Emergency Admission","0","0","Medium","0","0","1","0","0","0","1","1","1","Intravenous","13.06188868","3633.736591","6831.851967"
"IL","37.15795","-89.34349","Urban","4","20","75071.67","Married","Female","0","19.29474599","4","1","0","0","Emergency Admission","1","0","Medium","1","0","0","0","0","1","0","1","1","Blood Work","12.17813545","3623.976948","7308.897669"
"MI","42.02477","-86.28777","Urban","0","44","2119.49","Divorced","Female","0","19.92186241","5","1","1","1","Emergency Admission","1","0","High","1","0","0","0","0","0","1","0","1","Intravenous","6.659896414","3500.10522","15278.815"
"NY","40.62807","-73.94637","Suburban","3","25","73925.54","Widowed","Female","0","19.63561945","4","1","1","1","Elective Admission","0","0","Medium","0","0","1","0","1","0","0","1","1","Blood Work","17.101457","3476.971701","4467.389173"
"IN","40.78947","-87.44134","Suburban","1","50","51169.62","Widowed","Female","0","19.20998289","6","1","0","0","Emergency Admission","0","0","Medium","1","1","0","1","0","0","0","1","1","Blood Work","5.880062913","3075.42992","8765.1694"
"IL","38.31628","-89.90722","Suburban","0","37","34643.66","Separated","Male","0","20.09879759","4","4","0","1","Emergency Admission","0","0","Low","1","0","0","1","1","0","1","1","0","Blood Work","17.42116886","4094.859381","6596.79519"
"TN","36.57706","-84.12601","Urban","2","45","95937.59","Separated","Male","0","15.79993204","6","2","0","1","Emergency Admission","0","0","High","1","0","0","1","1","1","1","0","0","Blood Work","1.340439292","3217.167533","8485.398036"
"OH","39.39718","-83.98501","Rural","0","48","14377.67","Widowed","Male","0","18.5292621","5","3","0","0","Emergency Admission","0","0","Medium","1","1","0","0","0","1","0","0","0","Intravenous","8.56822828","3228.136399","8495.50853"
"AZ","34.11522","-109.89583","Rural","1","38","16262.03","Married","Male","0","20.85326356","5","2","0","0","Elective Admission","0","0","Medium","1","0","0","0","0","0","0","1","1","Intravenous","4.187335259","2258.467275","6506.987903"
"NE","40.51983","-95.86744","Suburban","0","69","17449.97","Married","Female","0","16.94030684","5","2","1","0","Elective Admission","0","0","Medium","1","0","1","0","1","0","0","1","0","Intravenous","9.548607534","2858.107515","11440.60355"
"MI","43.71229","-84.77694","Suburban","9","77","112201.29","Separated","","0","15.26537832","3","1","0","0","Emergency Admission","1","0","Medium","1","1","0","0","0","0","1","1","0","Intravenous","3.770967089","2981.52935","25800.00114"
"NC","35.0604","-80.69578","Urban","4","63","35714.85","Married","Male","0","18.20541986","7","0","1","0","Emergency Admission","1","0","Medium","0","0","0","0","1","0","0","0","1","Blood Work","5.75888682","3037.348948","21159.14094"
"MS","33.45803","-90.98916","Urban","3","31","32935.29","Widowed","Male","0","18.65761008","4","2","0","0","Emergency Admission","0","0","Medium","0","0","0","1","0","1","1","0","0","Blood Work","15.71926203","3896.697029","5857.983849"
"KS","38.9824","-95.34463","Suburban","1","34","17755.3","Never Married","Male","0","16.35593554","5","1","3","0","Elective Admission","0","0","Medium","0","0","0","0","0","1","0","1","0","Blood Work","1.783260398","2147.596899","5854.827592"
"VA","37.99463","-79.16613","Suburban","1","78","11904.02","Widowed","Male","0","17.26078753","7","1","0","0","Observation Admission","1","0","Low","1","0","1","1","1","1","0","0","1","Intravenous","21.37982224","4060.279176","25400.12038"
"WI","43.45568","-88.18518","Suburban","1","24","71558.41","Divorced","Male","0","18.25115906","6","0","0","0","Emergency Admission","0","0","Low","1","1","0","0","0","0","0","0","0","CT Scan","6.918724715","3006.865307","4540.025563"
"IA","42.09884","-91.88842","Rural","1","18","14193.49","Divorced","Male","0","14.56900667","5","1","0","0","Emergency Admission","0","1","Low","0","0","0","0","1","1","1","1","1","Blood Work","3.735353656","2965.597428","4205.761206"
"WV","39.2357","-80.13016","Urban","3","83","204542.41","Married","Female","0","20.95262836","3","1","1","0","Emergency Admission","0","0","Medium","0","0","0","1","0","0","","1","0","Blood Work","3.42875292","2863.205105","14122.63641"
"TN","36.06702","-89.03658","Suburban","4","37","21096.65","Never Married","Male","0","19.03569297","5","2","0","1","Emergency Admission","0","0","High","1","0","1","1","1","0","0","1","0","Blood Work","7.906292308","3743.34738","7334.269446"
"NY","42.26662","-79.26043","Rural","2","87","33094.6","Married","Female","0","16.72906933","4","0","0","1","Observation Admission","0","0","Medium","1","1","0","0","0","0","1","0","1","Intravenous","9.744415398","2786.654193","14323.96047"
"OK","33.90457","-97.43061","Urban","2","23","30366.94","Separated","Female","0","21.62617908","4","1","2","0","Emergency Admission","0","0","High","0","0","0","0","1","0","0","1","1","MRI","10.34226983","3773.752751","4863.770559"
"NY","42.52443","-75.37338","Suburban","8","35","7135.9","Widowed","Male","0","18.3017705","5","4","0","0","Observation Admission","1","0","Medium","0","0","0","1","1","1","0","0","0","Intravenous","14.62494067","3431.595508","11904.74756"
"OH","40.09859","-83.15376","Urban","0","67","39784.29","Widowed","Female","0","14.66030886","7","2","1","0","Emergency Admission","1","0","Medium","1","0","0","0","1","1","1","0","0","Blood Work","1.994019482","2875.559273","22234.76144"
"NE","40.08011","-96.48041","Rural","3","29","76565.2","Divorced","Female","0","18.59774919","4","1","1","1","Observation Admission","0","1","Medium","1","1","1","1","1","0","1","1","0","Blood Work","10.38167525","3152.88937","5203.703693"
"PA","40.83454","-76.75741","Rural","0","72","22560.24","Married","Female","0","17.19519239","5","0","0","0","Observation Admission","1","0","High","0","1","0","1","0","0","1","1","0","Blood Work","4.759098998","3057.655956","23835.91574"
"VT","43.0668","-73.06111","Urban","0","45","23464.23","Never Married","Female","0","19.35007133","5","1","0","0","Emergency Admission","0","0","Medium","1","1","0","0","0","0","1","1","0","Blood Work","12.3211737","3569.791618","7931.479227"
"OH","41.03234","-84.60004","Rural","0","88","27608.81","Divorced","Female","0","17.4264005","5","2","0","0","Emergency Admission","0","0","High","0","0","0","1","1","1","0","0","0","Blood Work","14.60997154","4243.86327","15246.52999"
"CA","37.28972","-121.69486","Rural","4","82","13359.31","Divorced","Female","0","16.82553325","6","0","0","1","Emergency Admission","1","0","Medium","0","1","0","0","0","1","1","1","0","Blood Work","6.532752775","3293.938439","27165.09827"
"AZ","32.71135","-109.58409","Urban","6","52","25398.39","Separated","Male","0","18.79219878","4","0","0","0","Elective Admission","1","1","High","0","0","0","0","1","0","1","1","1","Intravenous","12.06442041","3575.443154","17791.6739"
"OK","35.48157","-97.57562","Urban","0","84","77874","Widowed","Male","0","15.32651637","6","2","0","0","Elective Admission","0","0","High","1","0","0","1","0","0","0","1","1","Blood Work","12.95150044","3484.068477","14272.99729"
"CA","37.22338","-122.33714","Suburban","0","28","34481.69","Separated","Female","0","21.9121519","3","2","1","0","Emergency Admission","1","0","Medium","1","1","1","0","0","0","1","1","1","MRI","8.998180011","3485.039146","9816.521604"
"GA","34.20384","-83.71601","Urban","1","51","32870.75","Separated","Female","0","16.37242122","5","0","1","0","Emergency Admission","0","1","High","0","1","1","0","1","1","0","0","0","Intravenous","22.52923908","4945.914956","10033.70843"
"ND","46.27285","-96.60753","Suburban","1","30","80568.37","Never Married","Male","0","16.8291919","6","1","0","0","Emergency Admission","1","0","High","1","0","0","1","0","1","1","0","0","Intravenous","4.921719996","3537.787245","10911.50611"
"OH","40.00916","-84.34239","Rural","6","45","17006.55","Divorced","Male","0","16.72768782","6","0","0","1","Elective Admission","0","1","Medium","0","0","0","1","0","0","0","0","0","Blood Work","3.318676947","2221.601207","7878.969088"
"OH","40.02877","-80.8234","Rural","0","58","6053.07","Never Married","Male","0","15.31744474","6","1","0","0","Observation Admission","1","0","Low","0","0","0","1","0","0","1","0","1","Intravenous","1.110611347","2213.581387","18892.15884"
"KS","39.26246","-96.43747","Rural","1","72","43099.29","Married","Female","0","17.52752052","6","2","0","0","Emergency Admission","1","0","Low","1","0","0","0","0","1","0","0","0","Intravenous","9.200202742","3320.291369","23737.81001"
"OH","40.5651","-81.07429","Urban","0","57","79094.04","Divorced","Male","0","19.45908416","5","0","0","0","Elective Admission","0","0","Medium","1","1","0","0","0","0","0","1","1","Blood Work","20.22018038","3644.114869","9527.24413"
"AR","33.76107","-91.2822","Rural","7","88","46173.45","Widowed","Female","0","17.09536466","4","1","0","0","Elective Admission","1","0","Medium","0","1","0","0","0","0","1","0","1","CT Scan","9.177037286","2852.487665","28765.52579"
"NY","41.87608","-74.04552","Urban","1","63","28658.3","Married","Male","0","17.04752781","6","1","0","0","Emergency Admission","1","1","Medium","1","0","1","0","1","0","1","0","0","Intravenous","17.31001075","4119.607466","21771.23866"
"TX","33.61208","-95.89414","Suburban","1","21","14804.55","Never Married","Female","0","14.99511253","5","2","1","0","Elective Admission","0","0","High","1","1","0","0","1","1","1","1","0","MRI","1.38584131","2746.20541","4101.608023"
"NC","35.08049","-77.12676","Suburban","0","50","9984.65","Married","Male","0","20.2345161","7","3","1","1","Emergency Admission","0","1","Low","0","1","1","0","0","0","0","1","0","Intravenous","2.860021073","2809.187339","9382.24396"
"NC","35.94591","-79.31684","","2","77","37870.38","Widowed","Female","0","17.1855222","5","1","0","0","Observation Admission","1","0","High","1","1","0","0","0","0","1","1","0","Intravenous","2.325306354","2764.246119","25498.79158"
"MO","38.99819","-90.98879","Suburban","7","22","83484.68","Never Married","Male","0","16.75129352","6","0","0","0","Emergency Admission","0","0","Medium","1","0","0","0","1","0","0","1","0","Blood Work","14.80753078","3726.132298","4535.892641"
"NE","40.94549","-96.95509","Suburban","0","50","74192.31","Never Married","Male","0","14.44724482","6","0","0","0","Emergency Admission","0","0","Medium","0","0","1","0","1","0","0","1","1","Blood Work","6.221839368","3097.842521","8888.621594"
"IL","39.3861","-90.30464","Rural","1","88","2453.38","Never Married","Female","0","19.48112081","5","0","0","0","Elective Admission","0","0","High","1","0","1","0","0","0","0","1","1","Intravenous","5.71912478","2872.676353","14935.77122"
"KS","37.58509","-101.31456","Rural","2","31","19146.93","Separated","Male","0","17.86439657","6","1","1","0","Emergency Admission","1","0","Medium","0","1","1","0","0","0","0","1","0","Blood Work","4.235929403","3034.249508","10921.16085"
"AL","34.22419","-87.75005","Rural","0","31","74022.47","Never Married","Male","0","18.53157327","5","2","0","0","Elective Admission","1","0","Medium","1","0","1","1","1","0","0","1","0","CT Scan","9.381629414","3050.739019","10449.37584"
"TX","29.27871","-94.83324","Suburban","3","23","107115.94","Never Married","Male","0","20.73304152","4","1","0","0","Observation Admission","0","0","Medium","1","1","0","1","1","0","0","0","0","Blood Work","6.905974544","2672.633405","4159.840749"
"PA","40.42017","-78.61175","Rural","0","29","50271.9","Separated","Female","0","18.3247417","6","1","0","0","Emergency Admission","1","1","Low","0","1","0","0","0","1","0","0","0","Blood Work","16.70990797","4007.571273","10565.01168"
"PA","39.93942","-75.18353","Urban","3","54","22713.14","Divorced","Female","0","14.94966058","6","1","0","1","Observation Admission","0","0","Low","1","0","1","1","0","0","0","0","0","Blood Work","7.500263202","2639.434611","8995.19847"
"MT","45.98498","-106.67018","Rural","5","56","15853.22","Married","Female","0","20.1962558","5","1","0","0","Observation Admission","0","0","High","1","1","1","0","0","0","0","0","1","Blood Work","6.416290927","2942.071306","9920.314716"
"MI","42.5388","-82.94964","Urban","2","30","52851.6","Divorced","Male","0","18.7271898","7","1","0","0","Observation Admission","0","0","High","0","0","0","0","0","1","0","0","0","Blood Work","6.717831691","2905.739122","5663.187236"
"WV","37.74923","-80.99896","Rural","0","79","33266.76","Never Married","Male","0","15.76765905","6","0","0","0","Emergency Admission","0","0","High","1","1","0","0","0","0","1","0","0","Intravenous","2.428675682","3113.035778","13883.58609"
"ME","46.15345","-68.62629","Urban","4","53","25100.13","Married","Female","0","17.56685792","5","0","1","1","Observation Admission","0","0","Low","1","0","0","0","0","0","0","0","0","Blood Work","4.319703616","2209.633052","8790.172542"
"PA","40.8395","-78.35112","Suburban","0","83","63719.25","","Female","0","18.07305846","6","1","0","0","Observation Admission","1","0","High","0","0","1","1","0","0","0","1","0","Blood Work","15.39432584","3871.754778","27430.7409"
"WI","46.60493","-91.79233","Rural","4","42","40607.19","Separated","Female","0","18.04770407","5","4","0","0","Emergency Admission","1","0","Low","0","0","0","0","1","1","0","0","0","Blood Work","8.228149003","3325.789293","14222.32503"
"ME","44.41669","-68.01751","Rural","4","47","16566.22","Married","Female","0","19.50859127","5","1","0","0","Elective Admission","0","0","Low","1","0","0","1","1","1","1","1","0","Blood Work","15.52589706","3513.35602","7829.964579"
"ND","48.67953","-100.65161","Urban","1","61","22916.26","Separated","Male","0","20.07450605","3","0","0","0","Emergency Admission","0","0","High","1","0","1","0","1","1","1","0","0","Blood Work","26.49466916","5259.463976","11095.86183"
"IL","41.9228","-87.65139","","0","48","13123.93","Widowed","Female","0","17.82434778","3","0","1","0","Observation Admission","1","0","Low","1","1","0","1","0","0","0","1","0","Blood Work","7.826904692","2834.949934","15603.9812"
"IL","41.02848","-90.357","Urban","3","39","48486.95","Separated","Male","0","17.78673647","4","0","0","0","Observation Admission","0","1","Low","1","0","0","1","1","0","0","0","0","Blood Work","10.35475205","2883.267928","6690.807229"
"NC","35.03818","-83.43227","Rural","2","25","9823.4","Never Married","Female","0","21.98597946","4","1","0","0","Emergency Admission","0","0","High","1","0","0","1","0","0","0","0","1","Intravenous","7.034003108","3451.844525","5191.490033"
"TN","36.13388","-86.80111","Rural","0","69","37135.53","Never Married","Female","0","17.74433738","5","0","0","0","Observation Admission","0","0","Medium","0","0","0","0","1","0","0","1","1","CT Scan","3.706252993","2304.194342","11371.93133"
"CA","39.25089","-121.77389","Urban","2","59","27365.21","Separated","Female","0","17.74696321","4","1","1","0","Observation Admission","1","1","Low","1","1","1","0","0","1","0","0","1","Blood Work","14.15916587","3361.44901","19354.36583"
"KS","39.62407","-95.72359","Rural","4","48","62275.12","Married","Female","0","16.64991603","5","1","0","0","Observation Admission","1","1","High","1","1","1","1","0","1","1","0","1","MRI","1.706859508","2909.199419","16438.72421"
"TX","28.84469","-96.43448","Suburban","0","58","79125.91","Married","Female","0","19.36090975","6","1","0","1","Observation Admission","0","0","High","0","0","1","0","0","0","1","1","0","Blood Work","11.13759749","3377.235414","10087.55355"
"CA","38.61707","-121.58234","Urban","1","61","62791.17","Married","Nonbinary","0","19.15836421","6","1","1","0","Observation Admission","0","1","Medium","1","1","0","0","1","0","1","0","1","Intravenous","10.29794302","2917.154962","10204.95036"
"SD","43.06138","-98.77376","Urban","1","46","24455.61","Separated","Male","0","20.16090348","4","1","0","0","Emergency Admission","0","0","Medium","0","1","1","0","0","0","0","0","0","Intravenous","1.998854995","2678.945049","8277.081867"
"NE","41.24501","-98.45044","Suburban","2","40","71730.65","Divorced","Female","0","19.04552673","5","1","0","0","Emergency Admission","0","0","Medium","0","0","0","0","1","0","0","1","0","Intravenous","5.914810151","2997.48196","7190.143073"
"NC","35.67414","-81.05336","Rural","3","50","36242.86","Married","Male","0","18.98333352","3","0","2","0","Observation Admission","0","0","High","0","0","1","1","0","0","1","0","0","MRI","6.596537597","3039.460685","8970.987499"
"NE","40.67176","-96.50733","Urban","0","37","83735.69","Never Married","Male","0","17.47096102","6","0","1","0","Emergency Admission","1","1","Low","1","0","0","0","1","0","1","0","0","Blood Work","6.161903996","3130.952406","13206.10945"
"SD","45.42189","-97.91165","Rural","7","82","94863.57","Never Married","Male","0","15.80993163","5","0","2","1","Observation Admission","1","0","High","0","1","1","0","1","0","0","0","0","Blood Work","13.17236728","3693.118743","27401.70104"
"IL","39.17874","-89.671","Suburban","0","19","116478.2","Never Married","Male","0","17.81830213","4","0","0","1","Observation Admission","0","0","High","1","1","0","0","0","0","0","0","0","Blood Work","8.675362364","3051.971495","3835.22579"
"CA","33.82427","-117.20461","Suburban","0","23","61064.32","Widowed","Male","0","17.75378995","6","3","0","0","Observation Admission","1","0","High","1","0","0","0","1","0","1","1","0","Blood Work","8.557550173","3288.097774","8225.39804"
"WI","42.80168","-89.86335","Suburban","0","72","49646.74","Divorced","Female","0","15.47565304","5","0","0","0","Observation Admission","1","0","High","1","0","1","0","1","0","1","0","0","Blood Work","10.19135506","3437.49127","23907.8666"
"MO","36.63478","-90.54576","Suburban","3","88","10854.27","Separated","Male","0","21.36074625","4","3","1","0","Emergency Admission","1","0","High","1","0","0","0","0","0","1","1","0","Blood Work","9.9468911","3829.114671","29544.95222"
"GA","33.80441","-83.48399","Urban","6","59","47590.26","Married","Male","0","18.48680588","5","1","0","0","Elective Admission","1","0","High","1","0","1","1","0","0","0","0","0","Intravenous","3.340055166","2824.373652","20011.46374"
"NY","42.69781","-77.27028","Rural","0","51","80242.88","Never Married","Male","0","16.79001335","5","2","0","1","Emergency Admission","0","0","Medium","1","0","1","0","0","0","1","0","1","CT Scan","8.67840755","3214.883407","9049.202694"
"WI","44.93239","-90.80678","Urban","4","22","44099.43","Divorced","Female","0","20.62629463","5","0","0","0","Elective Admission","0","0","Medium","1","0","0","0","0","1","1","0","0","Blood Work","5.265591039","2433.832457","3947.758319"
"PA","40.35586","-80.38494","Rural","2","67","39398.15","Widowed","Female","0","18.81530851","5","1","0","1","Emergency Admission","0","1","High","1","0","1","1","0","0","1","0","1","Blood Work","12.46803421","4032.881657","12637.06934"
"AK","66.76682","-159.47864","Rural","0","18","129098.71","Divorced","Female","0","18.88667498","5","0","0","0","Elective Admission","1","0","Low","1","0","0","1","0","0","0","1","1","MRI","17.42747012","3549.648683","5999.420837"
"NM","35.98113","-105.19544","Rural","1","40","59055.81","Widowed","Female","0","17.89391801","5","1","0","0","Observation Admission","0","0","Medium","1","1","0","1","0","1","0","1","1","Intravenous","7.538248227","2785.089166","6745.8641"
"GA","31.18042","-83.96244","Rural","3","51","24150.68","Widowed","Female","0","17.95092897","4","3","0","0","Elective Admission","0","0","Low","1","1","0","0","1","0","0","0","1","Intravenous","9.358893467","2779.630168","8441.504306"
"NH","42.79023","-71.22023","Urban","5","75","26101.31","Separated","Male","0","17.39772871","6","0","1","0","Elective Admission","0","0","Medium","0","1","0","0","1","0","0","0","0","Intravenous","5.070714701","2428.266054","12568.34866"
"CA","32.66704","-117.01825","Rural","1","70","11097.4","Separated","Female","0","14.27760793","4","1","0","0","Observation Admission","0","0","Medium","1","1","0","1","0","1","1","0","1","Intravenous","17.21309566","3578.726187","11563.2971"
"WV","37.91628","-81.89731","Rural","1","59","47103.99","Widowed","Male","0","18.00013199","5","2","2","0","Elective Admission","0","0","High","1","1","0","1","1","0","1","0","0","Blood Work","6.716488364","3131.182716","10282.69719"
"NJ","40.83149","-74.1355","Suburban","6","22","21175.87","Separated","Male","0","17.75031445","5","1","0","1","Emergency Admission","0","0","Low","1","0","0","0","1","0","1","0","0","Intravenous","6.952451099","3083.40492","4372.786728"
"PR","18.48329","-66.39261","Urban","2","18","37619.84","Widowed","Male","0","15.06253893","5","2","1","0","Elective Admission","0","1","High","1","0","0","0","0","0","0","1","1","Intravenous","11.03865685","3233.344081","3826.925519"
"VT","43.38016","-72.71162","Urban","4","57","76398.62","Widowed","Male","0","19.42041693","7","2","0","1","Observation Admission","1","0","High","1","1","0","0","1","0","","0","1","Blood Work","7.579821146","3159.674331","19237.42093"
"AR","34.50985","-91.3063","Suburban","1","54","71726.23","Divorced","Female","0","18.26311066","6","2","0","1","Elective Admission","0","0","High","1","0","1","0","0","0","0","0","0","Blood Work","16.21454656","3672.968364","9476.013824"
"CA","37.71938","-122.4118","Rural","0","56","2540.57","Separated","Female","0","20.30203797","7","2","1","1","Observation Admission","0","0","Medium","0","1","1","1","1","0","0","0","0","Intravenous","5.614393658","2642.007304","9353.049254"
"AZ","34.32498","-110.34055","Urban","9","58","42174.48","Never Married","Male","0","15.99089478","7","0","0","0","Elective Admission","1","0","Medium","0","1","1","0","0","0","0","1","1","CT Scan","4.058158922","2507.360169","19373.493"
"KY","37.35363","-82.79397","Suburban","3","57","17094.58","Married","Female","0","19.39139766","3","1","0","0","Emergency Admission","1","1","Low","1","0","0","0","1","0","0","0","0","CT Scan","14.70705842","3770.542819","19624.6821"
"CA","37.48296","-120.66189","Suburban","0","73","11711.6","Separated","Male","0","16.30408898","5","0","0","0","Emergency Admission","1","0","Low","1","0","0","0","1","0","0","0","1","Blood Work","5.954840948","3053.405007","24109.57264"
"OK","36.13482","-98.57157","Urban","0","83","129123.73","Divorced","Male","0","20.52860929","5","0","1","0","Elective Admission","0","0","Low","1","0","0","1","1","1","0","1","0","","7.274977602","2776.712385","13566.75285"
"IN","39.52752","-85.77395","Suburban","1","38","92584.08","Divorced","Female","0","16.00735517","5","0","0","0","Elective Admission","0","0","Medium","1","1","0","1","1","1","1","1","1","CT Scan","6.888820754","2877.603491","6424.7019"
"AK","61.19019","-149.9371","Urban","4","49","41217.92","Divorced","Male","0","15.11183883","5","0","0","0","Observation Admission","0","0","Low","1","0","1","1","0","0","0","1","0","Blood Work","10.28244494","2927.080779","8305.363646"
"NC","35.40491","-80.86263","Rural","0","65","25995.17","Divorced","Male","0","14.79005249","7","3","0","1","Elective Admission","0","1","High","1","0","1","0","0","0","0","1","0","Blood Work","6.085108383","2902.664259","11387.89737"
"WA","47.64469","-122.54353","Suburban","0","59","24748.37","Never Married","Male","0","17.03999824","5","1","0","1","Elective Admission","1","0","Low","1","0","0","0","1","1","1","0","0","Intravenous","2.048399049","2367.691808","19212.42014"
"TX","33.09095","-96.74128","Urban","1","89","65668.31","Divorced","Male","0","20.21025694","5","0","0","0","Emergency Admission","0","0","Medium","0","0","0","0","1","0","1","0","0","Intravenous","11.42445425","3449.831207","15110.1183"
"TX","29.85208","-95.83094","Rural","0","67","62745.55","Married","Female","0","18.35301027","6","0","0","0","Emergency Admission","1","0","Medium","1","1","1","1","1","0","1","0","0","Blood Work","15.58265679","4144.012794","22309.99094"
"OH","39.62613","-82.52493","Rural","1","44","35527.93","Married","Female","0","16.37879433","3","1","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","1","0","0","1","Blood Work","14.99076731","3682.434523","7801.6828"
"KS","39.85274","-96.49527","Urban","3","68","71573.58","Divorced","Female","0","17.06243091","7","1","0","1","Emergency Admission","0","1","Medium","1","0","0","0","1","1","0","0","0","Blood Work","17.71957569","3991.173103","12346.42079"
"CO","39.63094","-105.73747","Rural","0","76","20369.93","Married","Female","0","20.50555654","5","2","0","0","Elective Admission","0","0","Low","1","1","0","0","1","0","1","0","0","Blood Work","5.835351262","2551.499824","12363.67779"
"MI","44.06555","-85.69762","Suburban","4","50","70355.6","Divorced","Male","0","19.7643119","5","3","0","0","Emergency Admission","0","1","Low","1","1","1","0","0","0","0","0","1","Intravenous","2.774632194","2742.510558","9508.661289"
"NJ","39.27191","-74.79635","Rural","0","58","8782.49","Divorced","Male","0","17.96415646","7","1","0","0","Elective Admission","0","0","Medium","1","1","0","1","1","1","0","0","1","Intravenous","4.919164616","2595.952817","9687.82523"
"MS","32.57821","-89.67587","Suburban","1","75","20412.77","Widowed","Female","0","18.05416658","7","1","0","0","Emergency Admission","0","0","Low","1","0","0","0","0","0","1","1","0","Intravenous","5.713489593","2956.421378","12647.37566"
"NC","35.95925","-77.22221","Suburban","3","76","56657.73","Divorced","Nonbinary","0","19.70944258","7","1","0","1","Observation Admission","1","0","Low","0","1","0","0","1","0","1","0","0","Blood Work","4.859283961","2583.846185","24663.10193"
"NY","40.8474","-73.84066","Rural","1","41","37168.98","Divorced","Female","0","17.08107337","7","1","0","0","Emergency Admission","1","1","Medium","1","0","0","0","0","1","0","0","0","Blood Work","6.077993082","3064.464247","14571.25319"
"MO","38.63803","-90.38038","Rural","1","54","38775.06","Married","Female","0","17.46688447","7","0","0","0","Emergency Admission","0","0","Low","1","1","0","0","0","0","1","0","1","Blood Work","6.366971677","3022.236953","9275.17256"
"FL","27.249","-80.38129","Suburban","4","55","69278.99","Divorced","Female","0","21.68208111","4","0","1","0","Emergency Admission","0","1","Medium","1","1","0","0","1","0","1","1","0","Blood Work","20.37533864","4314.878422","10286.37253"
"MS","33.4643","-88.70511","Rural","3","26","8721.3","Separated","Male","0","18.3963807","4","4","1","0","Emergency Admission","1","0","High","1","1","0","0","1","0","0","0","0","Blood Work","5.930288996","3536.838437","9688.751622"
"NC","35.34734","-82.18107","Rural","1","45","75584.54","Married","Female","0","18.52583188","3","0","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","1","0","0","0","Intravenous","11.60152631","3404.72743","7962.2639"
"VT","44.31356","-72.10952","Urban","2","64","21456.3","Divorced","Female","0","16.206904","6","2","0","0","Emergency Admission","1","0","Medium","1","0","0","1","1","0","1","0","0","Blood Work","15.48926738","3989.206553","21338.82552"
"VA","39.25094","-78.35908","Rural","3","68","22502.2","Widowed","Female","0","19.36716457","6","2","0","0","Elective Admission","1","0","Medium","1","0","0","0","0","1","1","0","0","CT Scan","7.414989198","2722.272713","22237.1611"
"VA","37.75544","-78.14779","Suburban","1","66","1482.85","Separated","Female","0","15.31025307","5","0","0","0","Emergency Admission","1","0","Medium","1","0","0","0","0","1","1","0","0","Intravenous","9.031500954","3367.049408","21948.56345"
"KS","37.91727","-97.45833","Suburban","3","63","38370.15","Married","Female","0","16.32625425","5","0","1","0","Elective Admission","0","0","Low","0","1","1","0","1","0","0","1","0","Blood Work","4.917468314","2550.592826","10437.14973"
"NM","33.34798","-105.68001","Urban","1","69","18311.19","Married","Female","0","17.42173396","6","0","0","0","Emergency Admission","1","1","High","0","0","1","0","1","1","1","0","1","Blood Work","6.000146553","3692.51023","24020.58392"
"WV","39.1741","-80.70412","Rural","2","19","41140.36","Never Married","Female","0","16.23979578","5","0","0","1","Emergency Admission","0","0","Medium","1","0","0","0","0","1","0","1","0","Intravenous","9.260571899","3272.594877","3817.939973"
"IL","41.35474","-89.22909","Suburban","4","52","37083.83","Divorced","Female","0","15.88764985","6","1","0","1","Emergency Admission","1","0","High","1","0","0","1","1","0","0","1","1","CT Scan","4.370474836","3490.750087","17967.32273"
"MN","43.94162","-94.93219","Urban","4","78","4999.33","Widowed","Female","0","19.77637483","4","2","0","0","Emergency Admission","1","0","Low","1","0","0","0","0","0","0","1","1","Blood Work","7.58804036","3161.760132","25751.73183"
"PR","18.01023","-66.24751","Suburban","1","52","18187.93","Divorced","Nonbinary","0","19.76336789","5","0","0","0","Elective Admission","0","1","Medium","1","0","1","0","0","0","0","0","0","Blood Work","21.02196707","3653.383726","8834.949957"
"FL","27.93452","-81.12442","Rural","0","40","11310.82","Widowed","Female","0","18.58269883","5","1","0","0","Emergency Admission","0","1","High","1","1","1","0","0","1","0","0","0","CT Scan","9.297538466","3776.592052","8239.810294"
"OR","42.52584","-119.91401","Urban","3","84","29734.13","Never Married","Female","0","16.26572619","4","0","0","0","Observation Admission","0","1","Medium","1","1","0","0","0","0","1","0","1","Blood Work","1.036509783","2073.147199","13966.99197"
"ME","44.94966","-69.25694","Suburban","2","47","7804.9","Separated","Male","0","16.13628216","5","2","0","1","Emergency Admission","1","0","Low","1","1","1","0","1","0","1","1","0","Blood Work","6.54411418","3369.104198","15916.29905"
"FL","28.17832","-80.60427","Urban","1","34","34941.82","Separated","Male","0","16.77692015","6","0","2","0","Elective Admission","0","0","High","0","0","0","0","1","0","0","0","1","Blood Work","2.251614747","2538.818523","6268.169689"
"OK","35.95451","-95.62805","Suburban","2","74","34117.42","Widowed","Female","0","16.44581254","5","0","0","1","Elective Admission","0","0","High","1","0","0","0","0","1","0","1","0","Blood Work","7.54261981","3033.00068","12646.46963"
"WI","43.94702","-89.22339","Suburban","1","22","9514.2","Divorced","Male","0","20.63034296","5","1","1","0","Elective Admission","0","1","Medium","0","1","1","0","0","1","0","0","0","Blood Work","6.087445422","2587.746445","4100.35265"
"NC","34.73774","-76.53944","Suburban","0","89","20815.54","Widowed","Female","0","21.57139564","6","3","0","0","Emergency Admission","1","0","Low","1","0","1","0","1","0","0","1","0","CT Scan","8.884347718","3428.32592","29223.4183"
"SC","34.13463","-82.15216","Rural","0","73","42263.07","Separated","Female","0","19.51619737","5","2","0","0","Observation Admission","0","0","Medium","1","0","0","0","0","0","0","1","0","CT Scan","6.379717876","2438.106375","12014.25573"
"TN","35.72195","-87.23475","Urban","3","82","99356.9","Divorced","Male","0","16.48843611","5","0","0","0","Elective Admission","0","0","Medium","1","1","0","1","0","1","0","1","0","CT Scan","12.04872992","3154.668302","13634.12565"
"MS","34.19267","-89.42174","Suburban","4","77","32513.06","Married","Female","0","18.90521206","3","1","0","0","Emergency Admission","0","0","Low","0","0","0","1","0","0","0","1","0","Intravenous","1.311287138","2629.123428","13060.89188"
"NE","40.58319","-99.72852","Rural","1","80","45351.36","Widowed","Female","0","18.76083699","6","1","1","1","Elective Admission","0","0","High","1","0","1","0","1","0","1","0","0","Blood Work","10.49072424","3349.697725","13647.84379"
"CA","34.44803","-119.76247","Urban","1","76","2438.73","Widowed","Female","0","18.53780623","5","2","1","0","Emergency Admission","0","1","Low","1","0","","0","0","0","1","0","0","Blood Work","7.302879869","3026.972387","13433.90037"
"NY","42.84523","-74.85576","Urban","3","42","106521.92","Separated","Female","0","17.10329506","4","0","0","0","Emergency Admission","0","1","Medium","1","1","0","0","0","0","1","0","1","Intravenous","5.909254077","2984.732561","8171.312189"
"CA","38.39817","-122.86574","Suburban","8","60","20739.64","Divorced","Female","0","18.15330776","5","7","0","0","Emergency Admission","1","0","Low","1","0","0","1","0","0","0","0","0","Blood Work","1.072052312","2662.164053","20110.16712"
"KS","38.5547","-96.9623","Suburban","4","36","19994.05","Never Married","Female","0","17.58572943","4","2","1","0","Emergency Admission","0","0","Medium","1","1","1","0","1","0","0","0","0","Intravenous","10.87576036","3491.445428","6678.060246"
"AK","70.56099","-156.63867","Rural","0","64","17532.53","Divorced","Male","0","17.10003445","5","4","0","1","Emergency Admission","1","1","Medium","1","0","0","0","0","1","0","1","1","Blood Work","1.874128341","2779.688842","21988.76442"
"NY","41.96789","-73.5345","Rural","0","86","6692.31","Widowed","Female","0","17.85710847","5","0","1","0","Emergency Admission","1","0","Low","0","1","0","0","0","0","1","0","0","Intravenous","2.66958584","2831.604347","28187.4049"
"TX","29.35664","-99.87147","Urban","4","79","138456.69","Married","Female","0","18.50379168","9","0","2","0","Emergency Admission","0","0","Medium","0","1","0","1","1","1","0","0","0","CT Scan","3.372042075","2981.508145","13507.81805"
"KY","36.80372","-83.46279","Urban","6","72","78137.17","Divorced","Male","0","16.23583339","7","1","0","0","Emergency Admission","0","1","Low","0","1","0","1","0","1","0","0","0","Intravenous","1.716486426","2760.709578","13031.06397"
"PA","39.92809","-75.61231","Urban","2","59","20558.78","Separated","Female","0","19.47287532","5","1","1","1","Observation Admission","0","0","Medium","1","0","1","0","1","0","0","1","0","Blood Work","14.30250318","3247.631466","9896.3619"
"AK","63.75233","-171.68815","Urban","2","18","52978.87","Married","Male","0","14.93352312","5","1","0","0","Emergency Admission","0","1","Low","0","0","1","1","1","0","1","0","0","Intravenous","9.565067119","3466.670408","4308.496743"
"AZ","33.98597","-110.95425","Urban","1","87","90839.55","Never Married","Female","0","15.59331729","6","3","1","0","Emergency Admission","0","0","Medium","1","1","1","0","0","0","0","1","1","Blood Work","10.38030595","3425.383253","14775.34233"
"OK","35.83005","-94.86477","Urban","9","55","4541.96","Widowed","Nonbinary","0","18.10421953","5","1","0","0","Elective Admission","0","1","Medium","1","0","0","0","0","0","1","1","0","Blood Work","4.580937949","2351.29933","9491.019777"
"IA","42.1657","-92.29954","Rural","3","19","70131.73","Never Married","Male","0","17.50949796","5","0","2","1","Emergency Admission","1","0","Medium","0","1","0","1","0","0","0","1","0","Intravenous","11.92081517","3682.719334","7033.580425"
"AR","36.17748","-90.81964","Suburban","4","56","45774.65","Married","Female","0","20.18050764","6","0","0","0","Emergency Admission","0","0","Medium","1","1","0","1","1","0","1","1","0","CT Scan","4.317151953","3093.095379","9821.010019"
"OH","40.88705","-81.58622","Suburban","0","33","18688.96","Married","Female","0","16.97275746","7","1","0","0","Emergency Admission","0","0","High","1","0","0","0","0","0","1","0","0","Blood Work","6.759919237","3395.977664","6414.569487"
"TX","29.56283","-95.09287","Rural","1","26","21314.72","Never Married","Male","0","17.79916755","6","1","0","0","Elective Admission","1","1","High","1","0","0","0","0","0","0","1","1","Blood Work","5.13657309","2862.063284","9310.956733"
"GA","31.90926","-84.00626","Rural","2","68","99368.89","Divorced","Female","0","17.57440903","7","0","0","0","Elective Admission","1","0","Medium","1","1","0","0","1","0","1","1","0","Blood Work","12.33226177","3255.84606","22206.37642"
"TN","35.9994","-86.78395","Rural","0","55","16801.28","Never Married","Female","0","14.37532326","5","1","0","1","Elective Admission","1","0","Medium","1","0","0","0","1","0","0","0","0","Intravenous","5.680121837","2518.571906","17981.41018"
"NY","42.31761","-74.35824","Suburban","1","20","36326.47","Married","Female","0","19.71100076","6","0","1","0","Emergency Admission","1","1","Low","1","0","0","1","1","0","1","0","0","Intravenous","4.825178676","3115.414138","7710.166016"
"ID","43.77184","-114.58323","Rural","0","69","81034","Separated","Female","0","19.9560637","4","2","1","0","Elective Admission","1","0","Low","1","1","0","0","1","1","1","1","0","Blood Work","1.069948851","2419.150774","22329.4685"
"IL","40.4432","-88.52593","Suburban","3","56","15980.68","Divorced","Male","0","16.7544285","7","1","1","1","Elective Admission","1","0","Low","0","0","0","0","1","0","0","0","0","Intravenous","1.159762682","2148.183431","18340.71162"
"WV","38.60601","-81.16233","Urban","1","67","39064.08","Separated","Female","0","17.98808122","6","0","1","0","Emergency Admission","0","1","Medium","0","1","1","0","0","1","0","1","0","Intravenous","6.309403439","3177.936616","12192.94257"
"AL","33.25825","-87.91413","Rural","4","76","2154.02","Separated","Female","0","18.91065035","6","1","0","0","Emergency Admission","0","0","Medium","1","0","0","0","0","0","0","1","0","Blood Work","11.97255756","3408.6948","13032.63202"
"OR","43.52608","-117.77348","Urban","8","61","30540.24","Divorced","Female","0","17.96761783","3","0","0","0","Emergency Admission","1","0","High","1","0","1","0","0","1","0","0","0","Intravenous","5.454847991","3502.102633","21044.76399"
"ID","48.06362","-116.57348","Suburban","0","20","48458.87","Never Married","Male","0","20.12754332","7","3","0","0","Observation Admission","0","0","Low","1","1","0","0","0","1","1","0","0","Blood Work","10.74376801","2954.65332","3453.42219"
"NY","40.76863","-73.82739","Urban","0","64","23632.5","Never Married","Male","0","13.10058075","4","1","0","0","Emergency Admission","1","1","High","1","0","0","0","1","0","0","0","1","Blood Work","13.09927159","4052.298536","22398.82788"
"CA","38.88376","-120.98287","Rural","2","23","11886.53","Separated","Female","0","21.07454627","5","0","0","1","Observation Admission","1","0","Medium","0","0","1","0","0","0","0","0","0","Intravenous","8.224661486","2717.123333","7866.568787"
"NJ","39.40409","-74.82827","Rural","0","40","56068.47","Widowed","Male","0","16.47898486","6","0","1","1","Emergency Admission","0","0","Medium","1","0","0","0","0","0","0","0","0","Intravenous","14.44644816","3551.719857","7207.581093"
"FL","29.7886","-82.49522","Suburban","1","78","116583.66","Divorced","Female","0","16.04383021","6","1","0","0","Elective Admission","1","0","Medium","1","1","1","1","1","0","0","0","0","Blood Work","4.118349382","2631.747875","25450.15561"
"TN","35.36983","-88.35135","Rural","0","30","30627.3","Never Married","Female","0","14.65917963","6","1","0","0","Emergency Admission","0","0","Low","1","1","0","0","0","0","0","0","0","Intravenous","1.085241385","2528.882271","5390.441487"
"CO","40.03184","-106.83314","Urban","1","71","50073.09","Never Married","Male","0","14.4410106","4","1","0","1","Observation Admission","1","1","High","1","0","0","0","1","0","0","0","0","Intravenous","6.014977527","2959.503558","23722.71523"
"PA","40.05382","-75.19094","Rural","1","25","49726.05","Never Married","Male","0","19.61021947","5","2","1","0","Elective Admission","1","0","High","1","0","0","0","0","1","1","0","1","CT Scan","10.71345224","3406.035957","8893.426676"
"FL","26.53831","-80.18582","Urban","1","80","36665.27","Widowed","Male","0","20.24973251","5","0","0","0","Emergency Admission","1","1","High","0","0","0","0","1","0","1","0","0","Blood Work","30.91724618","5572.846022","27553.79336"
"MO","37.71967","-90.51407","Rural","0","43","26775.28","Never Married","Male","0","19.49117428","5","1","0","0","Observation Admission","1","0","Low","0","0","1","0","1","0","0","0","0","Intravenous","13.36721161","3223.638703","14160.1902"
"VA","37.13929","-82.33459","Rural","4","40","16994.89","Widowed","Male","0","14.18949683","4","1","0","0","Emergency Admission","0","0","Medium","1","0","1","0","1","1","0","1","0","Intravenous","17.34592742","4095.44062","7405.949286"
"AL","34.96594","-87.12179","Urban","5","78","22669.31","Married","Male","0","15.90338842","7","1","0","0","Emergency Admission","0","0","Medium","1","0","0","1","1","0","0","1","0","Blood Work","5.694358757","3073.408768","13466.8649"
"OH","38.98139","-81.89771","Urban","2","30","68421.3","Never Married","Female","0","20.67371891","5","1","0","1","Elective Admission","0","1","Low","1","1","0","1","1","0","0","0","0","Blood Work","35.26974348","4996.699423","5132.506653"
"MA","42.39357","-71.2196","Rural","1","37","74597.78","Never Married","Female","0","17.92525085","4","0","1","0","Emergency Admission","0","1","Medium","1","1","0","0","0","0","1","1","0","CT Scan","1.294774821","2666.312289","7303.558706"
"AL","33.87665","-88.13869","Rural","3","59","40160.19","Widowed","Male","0","20.22775837","5","2","0","0","Emergency Admission","0","1","Medium","1","1","1","1","1","0","0","1","1","Blood Work","13.89469259","3892.48054","11055.42776"
"VA","37.13892","-81.0643","Suburban","3","23","37655.11","Separated","Male","0","16.63157339","7","2","1","0","Observation Admission","1","1","High","0","0","1","1","0","0","0","1","0","Blood Work","1.669799193","2747.196682","8480.414406"
"MI","42.20472","-83.20589","Urban","2","76","33475.93","Divorced","Male","0","17.81023278","6","3","0","0","Observation Admission","1","0","High","1","1","0","","1","1","1","0","1","Intravenous","11.91714527","3661.76074","25260.81629"
"AZ","35.04266","-110.32518","Urban","0","67","21360.91","Married","Male","0","17.01191318","5","0","1","0","Emergency Admission","1","0","Medium","1","1","0","1","1","0","0","0","0","Intravenous","30.85891964","5259.932456","22317.04744"
"NC","36.11344","-80.6337","Suburban","0","65","23473.98","Never Married","Male","0","16.52666979","4","0","0","0","Emergency Admission","0","0","Medium","1","1","0","0","0","0","0","0","1","Blood Work","7.856832781","3083.731857","11225.38723"
"ND","46.37119","-98.49156","Urban","1","73","70649.05","Divorced","Female","0","19.48765797","7","1","0","1","Emergency Admission","0","0","Low","0","0","0","0","1","0","0","0","0","Intravenous","4.599411346","2830.02082","12326.21346"