case_id,Hospital_code,Hospital_type_code,City_Code_Hospital,Hospital_region_code,Available Extra Rooms in Hospital,Department,Ward_Type,Ward_Facility_Code,Bed Grade,patientid,City_Code_Patient,Type of Admission,Severity of Illness,Visitors with Patient,Age,Admission_Deposit,Stay 1,8,c,3,Z,3,radiotherapy,R,F,2.0,31397,7.0,Emergency,Extreme,2,51-60,4911.0,0-10 2,2,c,5,Z,2,radiotherapy,S,F,2.0,31397,7.0,Trauma,Extreme,2,51-60,5954.0,41-50 3,10,e,1,X,2,anesthesia,S,E,2.0,31397,7.0,Trauma,Extreme,2,51-60,4745.0,31-40 4,26,b,2,Y,2,radiotherapy,R,D,2.0,31397,7.0,Trauma,Extreme,2,51-60,7272.0,41-50 5,26,b,2,Y,2,radiotherapy,S,D,2.0,31397,7.0,Trauma,Extreme,2,51-60,5558.0,41-50 6,23,a,6,X,2,anesthesia,S,F,2.0,31397,7.0,Trauma,Extreme,2,51-60,4449.0,11-20 7,32,f,9,Y,1,radiotherapy,S,B,3.0,31397,7.0,Emergency,Extreme,2,51-60,6167.0,0-10 8,23,a,6,X,4,radiotherapy,Q,F,3.0,31397,7.0,Trauma,Extreme,2,51-60,5571.0,41-50 9,1,d,10,Y,2,gynecology,R,B,4.0,31397,7.0,Trauma,Extreme,2,51-60,7223.0,51-60