Client ID,Client's Name,Deficiency,service_days,Preferred Nationality,Extra Service Needed,Location,Language Preferences,Gender Preference,Pets at Home,Intoxications,Can't compromise,Recurring Shifts C001,Client_1,Autism,"['Tuesday', 'Friday']",Indian,Meal Prep, {'Sydney': '02'},"[English , Sign language]",Male,Yes,[Smoking ],I can't deal with smoker,TRUE C002,Client_2,Hearing Impairment,"['Wednesday', 'Monday']",Indian,Reading Help, {'Melbourne': '03'},[English],Male,No,"[Smoking , Drinking Alcohol]",I can't deal with chinese,FALSE C003,Client_3,Psychosocial disability,"['Sunday', 'Thursday', 'Tuesday']",Spanish,Cooking, {'Brisbane': '07'},"[English , Speech Impairment]",Male,Yes,[None],Nothing such,TRUE C004,Client_4,Leg Injuiry,['Friday'],Australian,Toileting, {'Adelaide': '08'},English,Female,No,"[Alcohol,Tobacco]",I can't deal with smoker,FALSE C005,Client_5,Autism,"['Monday', 'Thursday']",Indian,Grocery Shopping, {'Sydney': '02'},"[English , Sign language]",Male,No,[Smoking ],I can't deal with australian,TRUE C006,Client_6,Hearing Impairment,['Wednesday'],Pakistani,Grocery Shopping, {'Melbourne': '03'},[English],Male,Yes,"[Smoking , Drinking Alcohol]",Nothing such,FALSE C007,Client_7,Psychosocial disability,"['Tuesday', 'Saturday']",Australian,Grocery Shopping, {'Brisbane': '07'},"[English , Speech Impairment]",Male,No,[None],I can't deal with smoker,TRUE C008,Client_8,Leg Injuiry,"['Sunday', 'Monday']",Filipino,Window Cleaning, {'Adelaide': '08'},English,Female,Yes,"[Alcohol,Tobacco]",I can't deal with indian,FALSE C009,Client_9,Autism,"['Friday', 'Tuesday']",Filipino,Gardening, {'Sydney': '02'},"[English , Sign language]",Female,Yes,[Smoking ],Nothing such,TRUE C010,Client_10,Hearing Impairment,['Thursday'],Australian,Window Cleaning, {'Melbourne': '03'},[English],Female,Yes,"[Smoking , Drinking Alcohol]",I can't deal with smoker,FALSE C011,Client_11,Psychosocial disability,"['Saturday', 'Wednesday']",Spanish,Gardening, {'Brisbane': '07'},"[English , Speech Impairment]",Male,Yes,[None],I can't deal with chinese,TRUE C012,Client_12,Leg Injuiry,"['Monday', 'Friday']",Filipino,Showering, {'Adelaide': '08'},English,Male,Yes,"[Alcohol,Tobacco]",Nothing such,FALSE C013,Client_13,Autism,"['Tuesday', 'Sunday']",Filipino,Chatting, {'Sydney': '02'},"[English , Sign language]",Male,Yes,[Smoking ],I can't deal with smoker,TRUE C014,Client_14,Hearing Impairment,"['Thursday', 'Saturday']",Pakistani,Showering, {'Melbourne': '03'},[English],Female,Yes,"[Smoking , Drinking Alcohol]",I can't deal with australian,FALSE C015,Client_15,Psychosocial disability,['Monday'],Indian,Grocery Shopping, {'Brisbane': '07'},"[English , Speech Impairment]",Male,Yes,[None],Nothing such,TRUE C016,Client_16,Leg Injuiry,"['Sunday', 'Wednesday']",Filipino,Reading Help, {'Adelaide': '08'},English,Female,No,"[Alcohol,Tobacco]",I can't deal with smoker,FALSE C017,Client_17,Autism,"['Tuesday', 'Friday']",Spanish,Grocery Shopping, {'Sydney': '02'},"[English , Sign language]",Male,No,[Smoking ],I can't deal with indian,TRUE C018,Client_18,Hearing Impairment,['Saturday'],Indian,Errands, {'Melbourne': '03'},[English],Male,No,"[Smoking , Drinking Alcohol]",Nothing such,FALSE C019,Client_19,Psychosocial disability,"['Thursday', 'Monday']",Spanish,Grocery Shopping, {'Brisbane': '07'},"[English , Speech Impairment]",Female,Yes,[None],I can't deal with smoker,TRUE C020,Client_20,Leg Injuiry,['Wednesday'],Spanish,Window Cleaning, {'Adelaide': '08'},English,Male,No,"[Alcohol,Tobacco]",I can't deal with chinese,FALSE C021,Client_21,Autism,"['Friday', 'Tuesday']",Spanish,Toileting, {'Sydney': '02'},"[English , Sign language]",Female,Yes,[Smoking ],Nothing such,TRUE C022,Client_22,Hearing Impairment,"['Thursday', 'Sunday', 'Monday']",Indian,Meal Prep, {'Melbourne': '03'},[English],Female,Yes,"[Smoking , Drinking Alcohol]",I can't deal with smoker,FALSE C023,Client_23,Psychosocial disability,['Wednesday'],Filipino,Errands, {'Brisbane': '07'},"[English , Speech Impairment]",Male,No,[None],I can't deal with australian,TRUE C024,Client_24,Leg Injuiry,"['Tuesday', 'Saturday']",Pakistani,Grocery Shopping, {'Adelaide': '08'},English,Female,No,"[Alcohol,Tobacco]",Nothing such,FALSE C025,Client_25,Autism,['Sunday'],Australian,Chatting, {'Sydney': '02'},"[English , Sign language]",Male,Yes,[Smoking ],I can't deal with smoker,TRUE C026,Client_26,Hearing Impairment,"['Monday', 'Thursday']",Pakistani,Toileting, {'Melbourne': '03'},[English],Female,Yes,"[Smoking , Drinking Alcohol]",I can't deal with australian,FALSE C027,Client_27,Psychosocial disability,"['Saturday', 'Friday', 'Wednesday']",Indian,Reading Help, {'Brisbane': '07'},"[English , Speech Impairment]",Male,Yes,[None],Nothing such,TRUE C028,Client_28,Leg Injuiry,['Tuesday'],Indian,Errands, {'Adelaide': '08'},English,Male,No,"[Alcohol,Tobacco]",I can't deal with smoker,FALSE C029,Client_29,Autism,"['Sunday', 'Thursday']",Australian,Meal Prep, {'Sydney': '02'},"[English , Sign language]",Male,No,[Smoking ],I can't deal with australian,TRUE C030,Client_30,Hearing Impairment,"['Monday', 'Friday']",Pakistani,Cooking, {'Melbourne': '03'},[English],Female,Yes,"[Smoking , Drinking Alcohol]",Nothing such,FALSE C031,Client_31,Psychosocial disability,['Wednesday'],Filipino,Errands, {'Brisbane': '07'},"[English , Speech Impairment]",Male,Yes,[None],I can't deal with smoker,TRUE C032,Client_32,Leg Injuiry,"['Saturday', 'Tuesday']",Indian,Window Cleaning, {'Adelaide': '08'},English,Male,Yes,"[Alcohol,Tobacco]",I can't deal with indian,FALSE C033,Client_33,Autism,['Friday'],Spanish,Cooking, {'Sydney': '02'},"[English , Sign language]",Male,No,[Smoking ],Nothing such,TRUE C034,Client_34,Hearing Impairment,"['Monday', 'Wednesday']",Pakistani,Gardening, {'Melbourne': '03'},[English],Female,No,"[Smoking , Drinking Alcohol]",I can't deal with smoker,FALSE C035,Client_35,Psychosocial disability,['Sunday'],Spanish,Chatting, {'Brisbane': '07'},"[English , Speech Impairment]",Female,Yes,[None],I can't deal with australian,TRUE C036,Client_36,Leg Injuiry,"['Thursday', 'Saturday']",Pakistani,Chatting, {'Adelaide': '08'},English,Male,No,"[Alcohol,Tobacco]",Nothing such,FALSE C037,Client_37,Autism,"['Tuesday', 'Friday']",Spanish,Gardening, {'Sydney': '02'},"[English , Sign language]",Female,No,[Smoking ],I can't deal with smoker,TRUE C038,Client_38,Hearing Impairment,['Wednesday'],Spanish,Window Cleaning, {'Melbourne': '03'},[English],Male,Yes,"[Smoking , Drinking Alcohol]",I can't deal with australian,FALSE C039,Client_39,Psychosocial disability,"['Sunday', 'Monday']",Pakistani,Grocery Shopping, {'Brisbane': '07'},"[English , Speech Impairment]",Male,No,[None],Nothing such,TRUE C040,Client_40,Leg Injuiry,"['Thursday', 'Saturday']",Spanish,Window Cleaning, {'Adelaide': '08'},English,Male,Yes,"[Alcohol,Tobacco]",I can't deal with smoker,FALSE C041,Client_41,Autism,['Friday'],Filipino,Showering, {'Sydney': '02'},"[English , Sign language]",Male,Yes,[Smoking ],I can't deal with australian,TRUE C042,Client_42,Hearing Impairment,"['Monday', 'Tuesday']",Australian,Showering, {'Melbourne': '03'},[English],Female,No,"[Smoking , Drinking Alcohol]",Nothing such,FALSE C043,Client_43,Psychosocial disability,['Saturday'],Australian,Window Cleaning, {'Brisbane': '07'},"[English , Speech Impairment]",Female,No,[None],I can't deal with smoker,TRUE C044,Client_44,Leg Injuiry,"['Sunday', 'Wednesday', 'Friday']",Australian,Reading Help, {'Adelaide': '08'},English,Male,Yes,"[Alcohol,Tobacco]",I can't deal with indian,FALSE C045,Client_45,Autism,['Thursday'],Pakistani,Showering, {'Sydney': '02'},"[English , Sign language]",Female,No,[Smoking ],Nothing such,TRUE C046,Client_46,Hearing Impairment,"['Monday', 'Saturday']",Pakistani,Toileting, {'Melbourne': '03'},[English],Female,No,"[Smoking , Drinking Alcohol]",I can't deal with smoker,FALSE C047,Client_47,Psychosocial disability,"['Wednesday', 'Sunday']",Pakistani,Errands, {'Brisbane': '07'},"[English , Speech Impairment]",Female,Yes,[None],I can't deal with australian,TRUE C048,Client_48,Leg Injuiry,"['Thursday', 'Tuesday']",Spanish,Gardening, {'Adelaide': '08'},English,Male,No,"[Alcohol,Tobacco]",Nothing such,FALSE C049,Client_49,Autism,"['Friday', 'Monday']",Spanish,Toileting, {'Sydney': '02'},"[English , Sign language]",Female,Yes,[Smoking ],I can't deal with smoker,TRUE C050,Client_50,Hearing Impairment,['Tuesday'],Australian,Gardening, {'Melbourne': '03'},[English],Male,Yes,"[Smoking , Drinking Alcohol]",I can't deal with indian,FALSE