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data/cd.csv

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+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

data/wd.csv

@@ -1,21 +1,21 @@
-Worker ID,Worker's Name,Provided Service,available_days,Nationality,Extra Service Provided,Location / Area of Service,Languages Spoken,Gender,Maximum Travel Distance Willing to Cover,Mental Health Reassurance Provided,Medical Rewuirements Provided,Communication service Provided,Willing to Handle Pets,Am I smoker or not,Emergency Contact
-W001,Worker_1,Autism,"{'Monday': ('08:00', '16:00'), 'Wednesday': ('10:00', '18:00')}",Filipino,Chatting,Sydney,Hindi,Male,10km,No,Medication Management,,Yes,Not smoker,6906898409
-W002,Worker_2,Hearing Impairment,"{'Tuesday': ('09:00', '15:00'), 'Thursday': ('07:00', '14:00')}",Indian,Chatting,Melbourne,Tagalog,Male,14km,Yes,,Sign Language,No,Smoker,8136179811
-W003,Worker_3,Psychosocial disability,"{'Wednesday': ('11:00', '19:00'), 'Friday': ('12:00', '20:00')}",Australian,Cooking,Brisbane,English,Female,20km,Yes,Injections,Speech Impairment,No,Smoker,2870403050
-W004,Worker_4,Leg Injuiry,"{'Friday': ('10:00', '16:00'), 'Sunday': ('09:00', '15:00')}",Australian,Showering,Adelaide,Spanish,Female,18km,No,Injections,Sign Language,Yes,Not smoker,9081544414
-W005,Worker_5,Autism,"{'Sunday': ('08:00', '16:00'), 'Wednesday': ('10:00', '18:00')}",Spanish,Chatting,Sydney,Hindi,Female,15km,Yes,Injections,Speech Impairment,Yes,Smoker,6206015111
-W006,Worker_6,Hearing Impairment,"{'Tuesday': ('07:00', '14:00')}",Pakistani,Toileting,Melbourne,Hindi,Female,5km,Yes,Medication Management,Sign Language,No,Smoker,8352307139
-W007,Worker_7,Psychosocial disability,"{'Wednesday': ('11:00', '19:00'), 'Friday': ('12:00', '20:00')}",Indian,Reading Help,Brisbane,Urdu,Male,17km,Yes,Injections,,No,Not smoker,6771394050
-W008,Worker_8,Leg Injuiry,"{'Friday': ('10:00', '16:00'), 'Thursday': ('09:00', '15:00')}",Pakistani,Window Cleaning,Adelaide,Urdu,Female,13km,Yes,Medication Management,,Yes,Smoker,1795212538
-W009,Worker_9,Autism,"{'Tuesday': ('08:00', '16:00'), 'Wednesday': ('10:00', '18:00')}",Spanish,Toileting,Sydney,Hindi,Female,8km,Yes,Injections,Sign Language,No,Smoker,2298229437
-W010,Worker_10,Hearing Impairment,"{'Tuesday': ('09:00', '15:00'), 'Friday': ('07:00', '14:00')}",Pakistani,Meal Prep,Melbourne,English,Female,9km,No,Medication Management,Sign Language,No,Not smoker,7351029162
-W011,Worker_11,Psychosocial disability,"{'Sunday': ('11:00', '19:00'), 'Friday': ('12:00', '20:00')}",Filipino,Meal Prep,Brisbane,Urdu,Female,8km,Yes,Injections,Speech Impairment,Yes,Smoker,1651662547
-W012,Worker_12,Leg Injuiry,"{'Friday': ('10:00', '16:00'), 'Wednesday': ('09:00', '15:00')}",Indian,Grocery Shopping,Adelaide,English,Female,12km,No,Injections,Speech Impairment,No,Smoker,3667292043
-W013,Worker_13,Autism,"{'Monday': ('08:00', '16:00'), 'Friday': ('10:00', '18:00')}",Filipino,Grocery Shopping,Sydney,Urdu,Male,10km,Yes,Medication Management,,Yes,Not smoker,5306459450
-W014,Worker_14,Hearing Impairment,"{'Sunday': ('09:00', '15:00'), 'Thursday': ('07:00', '14:00')}",Australian,Window Cleaning,Melbourne,Urdu,Male,12km,No,,Speech Impairment,No,Smoker,3952295757
-W015,Worker_15,Psychosocial disability,"{'Tuesday': ('11:00', '19:00'), 'Wednesday': ('12:00', '20:00')}",Australian,Grocery Shopping,Brisbane,Spanish,Male,12km,Yes,Injections,Sign Language,Yes,Smoker,6534540349
-W016,Worker_16,Leg Injuiry,"{'Friday': ('10:00', '16:00'), 'Sunday': ('09:00', '15:00')}",Spanish,Toileting,Adelaide,Spanish,Female,20km,No,Medication Management,,Yes,Not smoker,8449766493
-W017,Worker_17,Autism,"{'Wednesday': ('08:00', '16:00'), 'Friday': ('10:00', '18:00')}",Indian,Reading Help,Sydney,Tagalog,Male,13km,Yes,Medication Management,Speech Impairment,No,Smoker,7808938880
-W018,Worker_18,Hearing Impairment,"{'Sunday': ('09:00', '15:00'), 'Thursday': ('07:00', '14:00')}",Indian,Window Cleaning,Melbourne,Urdu,Female,15km,No,,Sign Language,Yes,Smoker,7422990551
-W019,Worker_19,Psychosocial disability,"{'Tuesday': ('11:00', '19:00'), 'Friday': ('12:00', '20:00')}",Australian,Meal Prep,Brisbane,Spanish,Male,15km,No,Injections,Sign Language,No,Not smoker,7625389037
-W020,Worker_20,Leg Injuiry,"{'Friday': ('10:00', '16:00'), 'Tuesday': ('09:00', '15:00')}",Indian,Grocery Shopping,Adelaide,Hindi,Female,20km,No,Medication Management,Sign Language,No,Smoker,9279291478
+Worker ID,Worker's Name,Provided Service,available_days,Nationality,Extra Service Provided,Location,Languages Spoken,Gender,Maximum Travel Distance Willing to Cover,Willing to Handle Pets,Intoxications,Recurring Shifts
+W001,Worker_1,Autism,"['Monday', 'Wednesday']",Filipino,Chatting,    {'Sydney': '02'},"[English , Sign language]",Male,10km,Yes,[Smoking ],TRUE
+W002,Worker_2,Hearing Impairment,"['Tuesday', 'Thursday']",Indian,Chatting,    {'Melbourne': '03'},[English],Male,14km,No,"[Smoking , Drinking Alcohol]",FALSE
+W003,Worker_3,Psychosocial disability,"['Wednesday', 'Friday']",Australian,Cooking,    {'Brisbane': '07'},"[English , Speech Impairment]",Female,20km,No,[None],TRUE
+W004,Worker_4,Leg Injuiry,"['Friday', 'Sunday']",Australian,Showering,    {'Adelaide': '08'},English,Female,18km,Yes,"[Alcohol,Tobacco]",FALSE
+W005,Worker_5,Autism,"['Sunday', 'Wednesday']",Spanish,Chatting,    {'Sydney': '02'},"[English , Sign language]",Female,15km,Yes,[Smoking ],TRUE
+W006,Worker_6,Hearing Impairment,['Tuesday'],Pakistani,Toileting,    {'Melbourne': '03'},[English],Female,5km,No,"[Smoking , Drinking Alcohol]",FALSE
+W007,Worker_7,Psychosocial disability,"['Wednesday', 'Friday']",Indian,Reading Help,    {'Brisbane': '07'},"[English , Speech Impairment]",Male,17km,No,[None],TRUE
+W008,Worker_8,Leg Injuiry,"['Friday', 'Thursday']",Pakistani,Window Cleaning,    {'Adelaide': '08'},English,Female,13km,Yes,"[Alcohol,Tobacco]",FALSE
+W009,Worker_9,Autism,"['Tuesday', 'Wednesday']",Spanish,Toileting,    {'Sydney': '02'},"[English , Sign language]",Female,8km,No,[Smoking ],TRUE
+W010,Worker_10,Hearing Impairment,"['Tuesday', 'Friday']",Pakistani,Meal Prep,    {'Melbourne': '03'},[English],Female,9km,No,"[Smoking , Drinking Alcohol]",FALSE
+W011,Worker_11,Psychosocial disability,"['Sunday', 'Friday']",Filipino,Meal Prep,    {'Brisbane': '07'},"[English , Speech Impairment]",Female,8km,Yes,[None],TRUE
+W012,Worker_12,Leg Injuiry,"['Friday', 'Wednesday']",Indian,Grocery Shopping,    {'Adelaide': '08'},English,Female,12km,No,"[Alcohol,Tobacco]",FALSE
+W013,Worker_13,Autism,"['Monday', 'Friday']",Filipino,Grocery Shopping,    {'Sydney': '02'},"[English , Sign language]",Male,10km,Yes,[Smoking ],TRUE
+W014,Worker_14,Hearing Impairment,"['Sunday', 'Thursday']",Australian,Window Cleaning,    {'Melbourne': '03'},[English],Male,12km,No,"[Smoking , Drinking Alcohol]",FALSE
+W015,Worker_15,Psychosocial disability,"['Tuesday', 'Wednesday']",Australian,Grocery Shopping,    {'Brisbane': '07'},"[English , Speech Impairment]",Male,12km,Yes,[None],TRUE
+W016,Worker_16,Leg Injuiry,"['Friday', 'Sunday']",Spanish,Toileting,    {'Adelaide': '08'},English,Female,20km,Yes,"[Alcohol,Tobacco]",FALSE
+W017,Worker_17,Autism,"['Wednesday', 'Friday']",Indian,Reading Help,    {'Sydney': '02'},"[English , Sign language]",Male,13km,No,[Smoking ],TRUE
+W018,Worker_18,Hearing Impairment,"['Sunday', 'Thursday']",Indian,Window Cleaning,    {'Melbourne': '03'},[English],Female,15km,Yes,"[Smoking , Drinking Alcohol]",FALSE
+W019,Worker_19,Psychosocial disability,"['Tuesday', 'Friday']",Australian,Meal Prep,    {'Brisbane': '07'},"[English , Speech Impairment]",Male,15km,No,[None],TRUE
+W020,Worker_20,Leg Injuiry,"['Friday', 'Tuesday']",Indian,Grocery Shopping,    {'Adelaide': '08'},Hindi,Female,20km,No,"[Alcohol,Tobacco]",FALSE