Privacy_Preserving_Machine_Learning / Assignment2Dataset-1_encrypted.csv
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Country,Sex,Marital Status,Education,Loan,House Status,Blood Type,Blood Pressure,Heart Rate,Oxygen Level,Medical Procedure,Smoking,Alcohol Consumption,Allergies,Vaccinations,Tumor Condition,SSN_Hash,Name_Pseudo,Age_Range,Income_Noisy,Income_Range,Heart_Rate_Noisy
USA,Male,Married,Bachelor's Degree,Yes,Own,O+,120/80,72.0,98%,Appendectomy,No,No,Pollen,Yes,Normal,69891950fb458416,P_75B5BC,35-44,51155.5844842771,Medium (50-75K),81.57509386656757
Canada,Female,Single,Master's Degree,No,Rent,A-,110/70,68.0,96%,Laser Eye Surgery,No,Yes,Shellfish,No,Normal,e573f4894e4fcb00,P_088715,35-44,59640.73215253263,Medium (50-75K),62.59225523500463
UK,Male,Divorced,High School Diploma,Yes,Own,B+,130/85,75.0,97%,Colonoscopy,No,Yes,Cats,Yes,Abnormal,4adda9543e0f08c4,P_04F2A9,45-54,69253.27571360671,Medium-High (75-100K),82.27721675527945
Australia,Female,Married,Associate's Degree,No,Own,AB-,115/75,70.0,99%,Mammogram,No,No,Dust,No,Normal,bc4c4550714f5339,P_6F9923,35-44,48733.380890115775,Medium-Low (30-50K),69.77898304800297
USA,Male,Single,Some College,No,Rent,O-,125/80,68.0,97%,Dental Cleaning,Yes,Yes,Peanuts,Yes,Normal,dd3b91b2d74edc57,P_B6108A,25-34,31565.34274597414,Medium-Low (30-50K),59.67859243578279
USA,Female,Widowed,Doctorate Degree,Yes,Own,A+,120/80,80.0,95%,MRI Scan,No,No,Latex,No,Normal,44be5370eb60f1e4,P_94771B,35-44,50163.70931808812,Medium (50-75K),78.65840113607736
Canada,Male,Married,Master's Degree,Yes,Own,B-,130/85,75.0,98%,Knee Surgery,Yes,No,Pollen,Yes,Abnormal,505cce52b3edc8cc,P_F0560C,45-54,84259.24677047139,Medium-High (75-100K),75.2419591619475
UK,Female,Single,Bachelor's Degree,No,Rent,AB+,110/70,70.0,99%,Physical Therapy,No,Yes,Shellfish,No,Normal,913377a1e870f8aa,P_03BFB0,25-34,45801.41294513538,Medium-Low (30-50K),69.18261975188135
Australia,Male,Married,Bachelor's Degree,Yes,Rent,A-,120/80,72.0,98%,Cataract Surgery,No,Yes,Dust,Yes,Normal,a830c60ec19369b1,P_676D45,35-44,59721.88201617836,Medium (50-75K),72.23989641611111
USA,Female,Married,High School Diploma,Yes,Own,O+,115/75,68.0,97%,Cholecystectomy,Yes,Yes,Cats,Yes,Normal,9699bfb12929a6c5,P_A30D29,25-34,57232.92907292804,Medium (50-75K),77.64247698528224
USA,Female,Single,Some College,No,Rent,O+,120/80,70.0,96%,Dental Filling,No,No,Pollen,No,Normal,e82a2e8a465ba7f9,P_CB6D4C,35-44,38532.14871211542,Medium-Low (30-50K),69.77146719536536
Canada,Male,Married,Master's Degree,Yes,Own,B+,130/85,78.0,98%,Hip Replacement,Yes,Yes,Peanuts,No,Normal,710f1475be4d054a,P_B4F2FE,45-54,72904.38784704273,Medium (50-75K),80.96190601495982
UK,Female,Single,Bachelor's Degree,No,Rent,A-,110/70,65.0,99%,Colon,,,,,,1ede2e6e64afdd33,P_31442C,25-34,49233.46394962361,Medium (50-75K),52.52619618830219
Canada,Male,Married,Master's Degree,Yes,Own,B+,130/85,78.0,98%,Hip Replacement,Yes,Yes,Peanuts,No,Normal,710f1475be4d054a,P_B4F2FE,45-54,70803.9157620703,Medium (50-75K),80.52811139533243
USA,Male,Married,Bachelor's Degree,Yes,Own,O+,120/80,72.0,98%,Appendectomy,No,No,Pollen,Yes,Normal,b287d3ae6c91b428,P_F5B786,35-44,61345.57997661682,Medium (50-75K),66.21390327777792
Canada,Female,Single,Associate's Degree,No,Rent,B-,110/70,68.0,96%,Laser Eye Surgery,No,Yes,Shellfish,No,Normal,5699c90cc1364467,P_6093E9,25-34,51463.02208034713,Medium (50-75K),77.41488800572482
USA,Male,Married,Master's Degree,Yes,Own,AB+,130/85,75.0,97%,Colonoscopy,Yes,Yes,Cats,Yes,Abnormal,0cf19876616eada6,P_EF0ACF,45-54,76622.73586878179,Medium-High (75-100K),64.28324654278879
Australia,Female,Married,High School Diploma,Yes,Own,A-,115/75,70.0,99%,Mammogram,No,No,Dust,Yes,Normal,087631cf05b79e32,P_F29CC2,35-44,41259.68599562599,Medium-Low (30-50K),69.66222411037084
USA,Male,Single,Some College,No,Rent,A+,120/80,68.0,97%,Dental Cleaning,No,Yes,Peanuts,No,Normal,57ddb7a16d4354e3,P_8F4E61,25-34,34701.94661720233,Medium-Low (30-50K),66.40198214113455
Canada,Female,Divorced,Doctorate Degree,Yes,Rent,O-,125/80,80.0,95%,MRI Scan,Yes,Yes,Latex,Yes,Normal,f515750bc201d1d0,P_0128F3,35-44,60548.79819565589,Medium (50-75K),85.6713329152437
USA,Male,Married,Bachelor's Degree,Yes,Own,B+,130/85,75.0,98%,Knee Surgery,Yes,Yes,Pollen,No,Abnormal,9b0b122756eb12a5,P_52A9FD,35-44,84743.72157762632,Medium-High (75-100K),66.14148464953857
UK,Female,Single,Master's Degree,No,Rent,AB-,110/70,70.0,99%,Physical Therapy,No,Yes,Shellfish,No,Normal,31ac9adf7e207829,P_2275B2,25-34,55961.29781433357,Medium (50-75K),74.99332893386477
Australia,Male,Married,Bachelor's Degree,Yes,Own,A-,120/80,72.0,98%,Cataract Surgery,No,Yes,Dust,Yes,Normal,79c4c73d3f73ac4a,P_F1F296,35-44,103190.7265862128,Medium (50-75K),71.81775356510083
USA,Female,Married,High School Diploma,Yes,Own,O+,115/75,68.0,97%,Cholecystectomy,Yes,Yes,Cats,Yes,Normal,bab1b29286838d5d,P_29ABBA,25-34,55212.24984731953,Medium (50-75K),75.97531341973752
USA,Male,Single,Some College,No,Rent,O+,120/80,70.0,96%,Dental Filling,No,No,Pollen,No,Normal,9621c5c20b3eb8fc,P_CE87DA,35-44,62928.41706081162,Medium-Low (30-50K),64.43977881843813
Canada,Female,Married,Doctorate Degree,Yes,Own,B-,130/85,78.0,98%,Hip Replacement,Yes,No,Peanuts,Yes,Normal,4c07f0c3b1011bcb,P_91B4F0,45-54,67464.52628665997,Medium (50-75K),82.04101765429179
UK,Male,Single,Bachelor's Degree,No,Rent,A+,110/,,,,,,,,,4c2061381af63b5e,P_CA4564,25-34,52578.59807847751,Medium (50-75K),