From 090d4c5f9112a6fd6e167cbe10d50f3cc8fcb591 Mon Sep 17 00:00:00 2001 From: Ali Ejaz Date: Mon, 27 Mar 2017 16:40:59 +0500 Subject: [PATCH 1/2] R Assignment with updated csv file. --- aliejaz1749_khi_r_assignment2.R | 144 +++++++++++++++++++++ updated_hospitaldata.csv | 223 ++++++++++++++++++++++++++++++++ 2 files changed, 367 insertions(+) create mode 100644 aliejaz1749_khi_r_assignment2.R create mode 100644 updated_hospitaldata.csv diff --git a/aliejaz1749_khi_r_assignment2.R b/aliejaz1749_khi_r_assignment2.R new file mode 100644 index 0000000..ebb0439 --- /dev/null +++ b/aliejaz1749_khi_r_assignment2.R @@ -0,0 +1,144 @@ +library("dplyr") +library("lubridate") + +# List all objects in the workspace +#ls() + +# Or remove all files from your workspace +#rm(list = ls()) + +# Load CSV file +hospitaldata <- read.csv('D://diHub//Assessment2_RandPython_Marked//aliejaz1749_khi_r_assignment2//hospitaldata.csv', header = TRUE, stringsAsFactors = F) +str(hospitaldata) + +#create copy of dataframe +df <- tbl_df(hospitaldata) +glimpse(df) + +# Qus1. Please remove the dots in the names, so it may become easier for you to work through it. +names(df) <- gsub("\\.", "", names(df)) + +# Qus2. Which day of the week is expected to have most visits? +NameOfDays <- wday(mdy(df$Date), label = TRUE) +which.max(summary(NameOfDays)) + +# Qus3. What is the average age of patients? +unique(df$Age) +class(df$Age) +p_age_var <- df$Age +p_age <- as.numeric(p_age_var) +mean(p_age, na.rm = TRUE) + +# Qus4. How many children were entertained? (Make a Bracket of Age from 1-12) +p_child_age <- as.numeric(df$Age) +p_child_age[is.na(p_child_age)] <- 0 +sum(p_child_age >= 12) + +# Qus5. Which gender type had what kind of procedure in abundance? i.e. Female visit mostly because of Gynae Problem +gender_type<-df%>% +filter(!is.na(Sex))%>% +group_by(Procedure,Sex)%>% +summarize(total_gender= n())%>% +filter(total_gender==max(total_gender)) +gender_type + +# Qus6. Which Doctor is earning highest? +d_high_ern <- select(df, ConsultingDoctor , AmountReceived) +d_high_ern <- filter(df , ConsultingDoctor!='Nursing Staff' , !is.na(AmountReceived)) +grp_d_high_ern <- group_by(df, ConsultingDoctor) +summriz_doc_ern <- summarize(grp_d_high_ern, sum(AmountReceived), na.rm = TRUE) +summriz_doc_ern[is.na(summriz_doc_ern)] <- 0 +as.numeric(summriz_doc_ern$`sum(AmountReceived)`) +max(summriz_doc_ern$`sum(AmountReceived)`) + +# Qus7. Which procedure type earns more money? +p_proc_typ_high <- select(df, Procedure , AmountReceived) +x <- p_proc_typ_high%>% + filter(!is.na(AmountReceived))%>% + group_by(Procedure)%>% + summarize(Procedure_1 = sum(AmountReceived))%>% + filter(Procedure_1 == max(Procedure_1)) + x + +# Qus8. Which time of the day has highest frequency of visits by hour? +x <- df %>% + filter(!is.na(Time), Time != '-') %>% + group_by(Time) %>% + summarize(time_wise_cnt = n()) %>% + filter(Time != '') %>% + filter(time_wise_cnt == max(time_wise_cnt)) +x + +# Qus9. Create a bracket of time by Morning, Afternoon, Evening, Night (6am - 12pm - Morning, 12 pm- 4 pm, Afternoon, 4 pm- 7pm, Evening, 7pm - 6 am, Night). + +# Qus10. How many patients are repeated visitors? +p_rep_patient_visit <- df %>% + group_by(id)%>% + summarize(p_count = n()) %>% + filter(p_count > 1) %>% + summarize(tot_rep_vis = n()) +p_rep_patient_visit + +# Qus11. Give us the id of repeated visitors. +p_rep_vistors <- df %>% + group_by(id)%>% + summarize(p_rep_Vist = n()) %>% + filter(p_rep_Vist > 1) %>% + arrange(desc(p_rep_Vist)) +p_rep_vistors + +# Qus12. Which patients visited again for the same problem? +p_p_prob_Vist <- df %>% + group_by(Procedure, id)%>% + summarize(p_prob_Vist = n()) %>% + filter(p_prob_Vist > 1) %>% + arrange(desc(p_prob_Vist)) +p_p_prob_Vist + +# Qus13. What is the median age for Females and Males? +p_medi_gender <- df %>% + group_by(Sex)%>% + summarize(p_Sex = n()) %>% + filter(p_Sex > 1) %>% + arrange(desc(p_Sex)) +p_medi_gender + +# Qus14. What is the total amount in balance? +p_am_blc <- df$AmountBalance +p_am_blc <- as.numeric(parse_number(p_am_blc)) +p_am_blc <- as.numeric(p_am_blc) +p_am_blc[which(is.na(as.numeric(as.character(p_am_blc))))]<-0 +p_am_blc = sum(p_am_blc) +p_am_blc + +# Qus15. How much money was made by Procedure Type "Consultation"? +p_consultation_max <- df %>% + filter( Procedure == 'Consultation', !is.na(AmountReceived), AmountReceived!= '-') %>% + group_by(Procedure) %>% + summarize(p_consultation_max = sum(AmountReceived)) +p_consultation_max + +# Qus16. Is there a relation between Age and Total Charges paid? +#dt <- df %>% +# filter(!is.na(Age), !is.na(TotalCharges)) +#p_age <- as.numeric(p_age_var) +#print (dt) +#cor( dt$TotalCharges,dt$Age) + +# Qus17. Which Age group had highest number of visits? +p_max_visit <- df %>% + filter(Age!= '-', Age!= '', !is.na(Age)) %>% + group_by(Age) %>% + summarize(p_max_visit = n()) %>% + filter(p_max_visit == max(p_max_visit)) +p_max_visit + +# Qus18. What is the total cost earned by Procedure Type X Ray and Scalling together? +p_tot_cost <- df %>% + filter(Procedure == 'X Ray' | Procedure == 'Scalling' , Procedure!= '-', Procedure!= '', !is.na(Procedure)) %>% + group_by(Procedure) %>% + summarize(p_tot_cost = sum(AmountReceived)) %>% + filter(p_tot_cost == max(p_tot_cost)) +p_tot_cost + + diff --git a/updated_hospitaldata.csv b/updated_hospitaldata.csv new file mode 100644 index 0000000..88ef666 --- /dev/null +++ b/updated_hospitaldata.csv @@ -0,0 +1,223 @@ +"","Date","id","Time","Age","Sex","ConsultingDoctor","Specialty","Procedure","TotalCharges","AmountReceived","AmountBalance","AmountReceivedBy","AmountinHospital","ReceptionistName","NextApt" +"1","Sunday, January 01, 2017",101,"11:00","40","F","Dr Kinza Alam","Gynae","C Section","30000",30000," - "," Mrs Shamsa ",NA,"Hamza","" +"2","Monday, January 02, 2017",150,"10:45AM","26","M","Nursing Staff","","Dressing","1500",1500," - "," Dr Saniya ",NA,"Haris","" +"3","Monday, January 02, 2017",58,"12:38PM","30","F","Dr Riffat Naheed","Psychotherapist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Fiza","" +"4","Monday, January 02, 2017",75,"1:00PM","40","M","Dr Riffat Naheed","Psychotherapist","Consultation","1500",1500," - "," Mrs Shamsa ",450,"Zaheer","" +"5","Monday, January 02, 2017",97,"2:45PM","27","M","Dr Riffat Naheed","Psychotherapist","Consultation","2000",2000," - "," Mrs Shamsa ",600,"Haris","" +"6","Monday, January 02, 2017",101,"3:00PM","40","F","Dr Kinza Alam","Gynae","C Section","35000",35000," - "," Dr Saniya ",NA,"Haris","" +"7","Monday, January 02, 2017",26,"3:28PM","43","M","Dr Saniya","M/o","Consultation","2000",2000," - "," Dr Saniya ",NA,"Fiza","" +"8","Monday, January 02, 2017",149,"3:45PM","28","F","Dr Fakiha","Dentist","Consultation","500",500," - "," Mrs Shamsa ",500,"Haris","" +"9","Monday, January 02, 2017",20,"3:45PM","2","F","Dr Fakiha","Dentist","Consultation","Cancelled",NA,"","",NA,"","" +"10","Monday, January 02, 2017",72,"5:00PM","40","M","Dr Fakiha","Dentist","Consultation","500",500," - "," Mrs Shamsa ",500,"Fiza","" +"11","Monday, January 02, 2017",54,"5:00PM","32","F","Dr Saniya","M/o","Consultation","2000",2000," - "," Dr Saniya ",NA,"Fiza","" +"12","Monday, January 02, 2017",149,"5:30PM","28","F","Dr Fakiha","Dentist","Filling","2000",2000," - "," Mrs Shamsa ",2000,"Fiza","In case of pain" +"13","Tuesday, January 03, 2017",120,"1:00PM","76","F","Dr Saniya","M/o","Laboratory Test","",NA," - ","",NA,"Haris","" +"14","Tuesday, January 03, 2017",120,"3:25PM","75","F","Dr Saniya","M/o","","Cancelled",NA,"","",NA,"","" +"15","Tuesday, January 03, 2017",20,"6:10PM","36","F","Dr Kinza Alam","Gynae","Consultation","1500",1500," - "," Mrs Shamsa ",450,"Haris","" +"16","Wednesday, January 04, 2017",40,"11:45PM","42","F","Dr Alaf Khan","Dentist","Consultation+Denture","1500",1500," - "," Brig Farrukh ",NA,"Fiza","" +"17","Wednesday, January 04, 2017",134,"12:40PM","23","F","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Brig Farrukh ",500,"Fiza","" +"18","Wednesday, January 04, 2017",86,"8:10PM","48","F","Dr Kinza Alam","Gynae","Consultation","1500",1500," - "," Brig Farrukh ",450,"Haris","" +"19","Wednesday, January 04, 2017",114,"8:30PM","25","F","Dr Kinza Alam","Gynae","Consultation","1000",1000," - "," Brig Farrukh ",300,"Haris","" +"20","Thursday, January 05, 2017",155,"12:40PM","50","F","Dr Alaf Khan","Dentist","Extraction","2000",2000," - "," Brig Farrukh ",2000,"Fiza","" +"21","Thursday, January 05, 2017",45,"2:00PM","60","F","Dr Alaf Khan","Dentist","R.P.D + Crown","4000",4000,""," Brig Farrukh ",4000,"Haris","" +"22","Thursday, January 05, 2017",4,"2:00PM","-","M","Dr Irfan","General Surgeon","Consultation + Dressing","5000",5000," - "," Brig Farrukh ",4000,"Haris","" +"23","Friday, January 06, 2017",38,"12:30PM","-","M","Dr Riffat Naheed","Psychotherapist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Haris","" +"24","Friday, January 06, 2017",130,"1:00PM","26","M","Dr Riffat Naheed","Psychotherapist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Haris","" +"25","Friday, January 06, 2017",97,"1:30PM","27","M","Dr Riffat Naheed","Psychotherapist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Haris","" +"26","Friday, January 06, 2017",50,"-","-","M","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Mrs Shamsa ",500,"Haris","" +"27","Friday, January 06, 2017",78,"8:15PM","57","F","Dr Ali","Orthopedic","Consultation","6000",6000," - "," Mrs Shamsa ",3000,"Haris","" +"28","Saturday, January 07, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"29","Monday, January 09, 2017",48,"12:36PM","39","F","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Mrs Shamsa ",500,"Fiza","" +"30","Monday, January 09, 2017",79,"1:30PM","6","F","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Mrs Shamsa ",500,"Fiza","" +"31","Monday, January 09, 2017",116,"2:30PM","26","M","Dr Alaf Khan","Dentist","X Ray","300",300," - "," Mrs Shamsa ",300,"Haris","" +"32","Monday, January 09, 2017",45,"3:15PM","60","F","Dr Alaf Khan","Dentist","R.P.D + Crown","7000",7000," - "," Mrs Shamsa ",7000,"Fiza","" +"33","Monday, January 09, 2017",67,"5:20PM","26","M","Dr Alaf Khan","Dentist","Consultation+X Ray","800",800," - "," Mrs Shamsa ",800,"Fiza","" +"34","Monday, January 09, 2017",36,"5:30PM","5","F","Dr Alaf Khan","Dentist","Consultation","250",250," - "," Mrs Shamsa ",250,"Fiza","" +"35","Tuesday, January 10, 2017",17,"3:50PM","40","M","Dr Alaf Khan","Dentist","RCT (4 teeth) Bridge (9 teeth)","10000",10000," - "," Mrs Shamsa ",NA,"Fiza","1/16/2017" +"36","Tuesday, January 10, 2017",84,"6:00PM","9","F","Dr Irfan","General Surgeon","Consultation + X Ray","3000",3000," - "," Mrs Shamsa ",3000,"Mona","" +"37","Tuesday, January 10, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"38","Wednesday, January 11, 2017",57,"","30","F","Dr Alaf Khan","Dentist","Laboratory Test","",NA," - "," Mrs Shamsa ",NA,"","" +"39","Wednesday, January 11, 2017",119,"3:00PM","40","F","Dr Ammara","Gynae","Consultation + USG","1500",1500," - "," Mrs Shamsa ",500,"Fiza","" +"40","Wednesday, January 11, 2017",145,"4:30PM","29","M","Dr Alaf Khan","Dentist","Crown","3000",3000," - "," Mrs Shamsa ",NA,"Fiza","" +"41","Wednesday, January 11, 2017",92,"4:30PM","39","F","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Mrs Shamsa ",500,"Fiza","" +"42","Thursday, January 12, 2017",63,"10:45AM","50","M","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Mrs Shamsa ",500,"Fiza","" +"43","Thursday, January 12, 2017",63,"02:00PM","50","M","Dr Alaf Khan","Dentist","Scalling","3000",3000," - "," Mrs Shamsa ",3000,"Fiza","" +"44","Thursday, January 12, 2017",63,"02:00PM","50","M","Brig Asif","Medical Specialist","Consultation","500",500," - "," Mrs Shamsa ",150,"Fiza","" +"45","Friday, January 13, 2017",45,"11:20AM","60","F","Dr Alaf Khan","Dentist","Polishing","500",500," - "," Mrs Shamsa ",500,"Haris","" +"46","Friday, January 13, 2017",145,"3:00PM","29","M","Dr Fakiha","Dentist","Crown","1500",1500," - "," Mrs Shamsa ",1500,"Fiza","" +"47","Friday, January 13, 2017",70,"8:00PM","48","M","Brig Farrukh","Anaesthetist","Consultation","3750",3750," - "," Dr Ammad ",3750,"Mona","" +"48","Saturday, January 14, 2017",88,"4:30PM","45","F","Dr Fakiha","Dentist","Filling + X Rays","2600",2600," - "," Dr Ammad ",2600,"Haris","" +"49","Saturday, January 14, 2017",40,"6:30PM","42","F","Dr Fakiha","Dentist","Denture+Scalling+Filling","5500",5500," - "," Dr Ammad ",5500,"Haris","" +"50","Sunday, January 15, 2017",42,"9:00PM","29","F","Nursing Staff","","Pharmacy","900",900," - "," Dilshad ",900,"Zaheer","" +"51","Monday, January 16, 2017",7,"","26","M","Nursing Staff","","Laboratory Test","",NA," - ","",NA,"","" +"52","Monday, January 16, 2017",106,"1:30PM","34","M","Dr Alaf Khan","Dentist","Crown","5000",5000," - "," Dr Ammad ",5000,"Fiza","" +"53","Monday, January 16, 2017",22,"6:00PM","50","F","Dr Zubair","M/o","Consultation","1000",1000," - "," Dr Ammad ",400,"Haris","" +"54","Monday, January 16, 2017",88,"6:20PM","45","F","Dr Fakiha","Dentist","Extraction","2500",2500," - "," Dr Ammad ",2500,"Haris","1/23/2017" +"55","Tuesday, January 17, 2017",52,"11:25AM","30","M","Dr Alaf Khan","Dentist","RCT","3000",3000," - "," Mrs Shamsa ",3000,"Fiza","1/20/2017" +"56","Tuesday, January 17, 2017",17,"11:15AM","40","M","Dr Alaf Khan","Dentist","RCT (4 teeth) Bridge (9 teeth)","38000",38000," - "," Mrs Shamsa ",38000,"Fiza","" +"57","Tuesday, January 17, 2017",17,"1:10PM","40","M","Brig Asif","Medical Specialist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Haris","" +"58","Tuesday, January 17, 2017",136,"3:30PM","29","M","Dr Fakiha","Dentist","Scalling","4000",4000," - "," Mrs Shamsa ",4000,"Fiza","" +"59","Tuesday, January 17, 2017",27,"6:15PM","27","M","Dr Fakiha","Dentist","Filling","2000",2000," - "," Mrs Shamsa ",2000,"Sohaib","1/19/2017" +"60","Wednesday, January 18, 2017",71,"9:40PM","23","M","Dr Alaf Khan","Dentist","X Ray","300",300," - ","",300,"Haris","" +"61","Wednesday, January 18, 2017",12,"12:00PM","60","F","Dr Alaf Khan","Dentist","22 Unit Bridge","25500",25500," - ","",25500,"Haris","" +"62","Wednesday, January 18, 2017",127,"2:00PM","52","F","Dr Alaf Khan","Dentist","Extraction","1000",1000," - ","",1000,"Haris","" +"63","Wednesday, January 18, 2017",82,"5:00PM","21","M","Dr Zubair","M/o","Consultation","500",500," - ","",500,"Haris","" +"64","Thursday, January 19, 2017",103,"","32","M","Nursing Staff","","Laboratory Test","",NA," - ","",NA,"","" +"65","Thursday, January 19, 2017",31,"11:00AM","58","f","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Mrs Shamsa ",500,"Haris","" +"66","Thursday, January 19, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"67","Thursday, January 19, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"68","Friday, January 20, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"69","Saturday, January 21, 2017",131,"10:15AM","26","F","Dr Alaf Khan","Dentist","X Ray","300",300," - "," Mrs Shamsa ",300,"Haris","" +"70","Saturday, January 21, 2017",101,"1:20PM","40","F","Dr Kinza Alam","Gynae","Consultation","1200",1200," - "," Mrs Shamsa ",360,"Haris","" +"71","Saturday, January 21, 2017",145,"1:30PM","29","M","Dr Fakiha","Dentist","Crown","500",500," - "," Mrs Shamsa ",500,"Haris","" +"72","Monday, January 23, 2017",144,"12:15PM","33","M","Dr Riffat Naheed","Psychotherapist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Haris","" +"73","Monday, January 23, 2017",37,"1:00PM","30","F","Dr Riffat Naheed","Psychotherapist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Haris","" +"74","Monday, January 23, 2017",135,"1:15PM","28","F","Dr Riffat Naheed","Psychotherapist","Consultation","2000",2000," - "," Mrs Shamsa ",600,"Haris","" +"75","Monday, January 23, 2017",59,"4:50PM","10","M","Dr Ali","Child Specialist","Consultation+ER Retain","2800",2800," - "," Mrs Shamsa ",1600,"Haris","" +"76","Tuesday, January 24, 2017",130,"1:00PM","26","M","Dr Riffat Naheed","Psychotherapist","Consultation","800",800," - "," Mrs Shamsa ",240,"Haris","" +"77","Tuesday, January 24, 2017",104,"1:15PM","19","M","Dr Riffat Naheed","Psychotherapist","Consultation","2000",2000," - "," Mrs Shamsa ",600,"Haris","" +"78","Tuesday, January 24, 2017",98,"2:10PM","53","F","Dr Saad","Orthopedic","Consultation","1000",1000," - "," Mrs Shamsa ",600,"Haris","" +"79","Tuesday, January 24, 2017",102,"1:30PM","30","M","Dr Riffat Naheed","Psychotherapist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Haris","" +"80","Wednesday, January 25, 2017",59,"","10","M","Nursing Staff","","Laboratory Test","",NA," - ","",NA,"","" +"81","Wednesday, January 25, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"82","Thursday, January 26, 2017",73,"12:50PM","55","M","Dr Alaf Khan","Dentist","Consultation+X Ray","700",700," - ","",700,"Haris","" +"83","Thursday, January 26, 2017",116,"3:30PM","26","M","Dr Alaf Khan","Dentist","X Ray","300",300," - ","",300,"Haris","" +"84","Thursday, January 26, 2017",125,"5:40PM","30","F","Dr Alaf Khan","Dentist","Consultation","500",500," - ","",500,"Haris","" +"85","Thursday, January 26, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"86","Thursday, January 26, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"87","Thursday, January 26, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"88","Saturday, January 28, 2017",129,"","28M","M","Dr Ali","Child Specialist","Consultation","1150",1150," - "," Mrs Shamsa ",NA,"Sohaib","" +"89","Saturday, January 28, 2017",85,"6:45PM","","F","Dr Irfan","General Surgeon","","3000",3000," - "," Mrs Shamsa ",NA,"Sohaib","" +"90","Saturday, January 28, 2017",147,"9:45PM","9","M","Nursing Staff","","Consultation","1000",1000," - "," Mrs Shamsa ",NA,"Sub KB","" +"91","Sunday, January 29, 2017",1,"","","","Nursing Staff","","Pharmacy","",NA," - ","",NA,"","" +"92","Monday, January 30, 2017",140,"1:00PM","28","F","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Haris","" +"93","Monday, January 30, 2017",39,"1:30PM","47","M","Dr Alaf Khan","Dentist","X Ray","300",300," - "," Dr Ammad ",300,"Haris","" +"94","Monday, January 30, 2017",124,"5:40PM","49","F","Brig Asif","Medical Specialist","Consultation+ECG","1300",1300," - "," Dr Ammad ",600,"Sohaib","" +"95","Monday, January 30, 2017",8,"5:35PM","19","M","Dr Qurat ul Ain","Dentist","Consultation+X Ray","800",800," - "," Dr Ammad ",800,"Sohaib","" +"96","Monday, January 30, 2017",51,"6:00PM","31","M","Dr Qurat ul Ain","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Sohaib","" +"97","Tuesday, January 31, 2017",152,"5:30PM","7","F","Dr Fakiha","Dentist","Filling","1000",1000," - "," Mrs Shamsa ",1000,"Haris","" +"98","Tuesday, January 31, 2017",21,"6:30PM","26","M","Dr Zubair","M/o","Consultation","200",200," - "," Mrs Shamsa ",200,"Mona","" +"99","Tuesday, January 31, 2017",115,"6:50PM","8","F","Dr Qurat ul Ain","Dentist","Extraction","1500",1500," - "," Mrs Shamsa ",1500,"Haris","" +"100","Wednesday, February 01, 2017",109,"2:10PM","28","F","Dr Alaf Khan","Dentist","R.C.T","2000",2000," - "," Dr Ammad ",2000,"Haris","2/6/2017" +"101","Wednesday, February 01, 2017",153,"2:10PM","17","F","Dr Alaf Khan","Dentist","Orthodontics","10000",10000,""," Dr Ammad ",10000,"Haris","2/6/2017" +"102","Wednesday, February 01, 2017",62,"1:00PM","54","M","Dr Alaf Khan","Dentist","Scalling","2000",2000," - "," Dr Ammad ",2000,"Haris","" +"103","Wednesday, February 01, 2017",111,"1:40PM","35","F","Col Ulfat Ellahi","ENT","Consultation","1000",1000," - "," Dr Ammad ",300,"Haris","" +"104","Wednesday, February 01, 2017",142,"6:00PM","45","M","Dr Qurat ul Ain","Dentist","Extraction","2000",2000," - "," Dr Ammad ",2000,"Haris","" +"105","Thursday, February 02, 2017",117,"12:00PM","30","F","Dr Shireen","M/o","Consultation","500",500," - "," Dr Ammad ",500,"Haris","" +"106","Thursday, February 02, 2017",140,"1:00PM","30","F","Dr Alaf Khan","Dentist","Extraction","1000",1000," - "," Dr Ammad ",1000,"Haris","" +"107","Thursday, February 02, 2017",100,"1:25PM","23","F","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Haris","" +"108","Friday, February 03, 2017",133,"4:45PM","27","F","Dr Alaf Khan","Dentist","X Ray","500",500," - "," Dr Ammad ",500,"Haris","" +"109","Friday, February 03, 2017",44,"8:00PM","6","M","Dr Ali","Child Specialist","Consultation","1000",1000," - "," Dr Ammad ",300,"Haris","" +"110","Saturday, February 04, 2017",35,"4:00PM","2","F","Dr Qurat ul Ain","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Haris","" +"111","Saturday, February 04, 2017",150,"4:00PM","30","M","Dr Qurat ul Ain","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Haris","" +"112","Monday, February 06, 2017",118,"7:30PM","32","F","Dr Kinza Alam","Gynae","Consultation+USG","1500",1500," - "," Dr Ammad ",800,"Haris","" +"113","Monday, February 06, 2017",114,"7:45PM","25","F","Dr Kinza Alam","Gynae","Consultation","1000",1000," - "," Dr Ammad ",300,"Haris","" +"114","Monday, February 06, 2017",49,"1:30PM","80","M","Dr Ali","Child Specialist","Consultation+Retain","3500",3500," - "," Dr Ammad ",2000,"Haris","" +"115","Monday, February 06, 2017",126,"1:30PM","70","F","Dr Alaf Khan","Dentist","Scalling","3000",3000," - "," Dr Ammad ",3000,"Haris","" +"116","Monday, February 06, 2017",141,"4:00PM","20","M","Dr Riffat Naheed","Psychotherapist","Consultation","2000",2000," - "," Dr Ammad ",600,"Haris","" +"117","Monday, February 06, 2017",17,"6:15PM","23","M","Dr Ammad","M/o","Consultation","200",200," - "," Dr Ammad ",200,"Haris","" +"118","Tuesday, February 07, 2017",12,"12:00PM","60","F","Dr Alaf Khan","Dentist","22 Unit Bridge","44000",30000,"14,000.00"," Dr Ammad ",30000,"Haris","2/14/2017" +"119","Tuesday, February 07, 2017",60,"1:10PM","50","M","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Haris","" +"120","Tuesday, February 07, 2017",140,"2:15PM","30","F","Dr Alaf Khan","Dentist","4 Unit Bridge","3000",3000," - "," Dr Ammad ",3000,"Haris","" +"121","Tuesday, February 07, 2017",41,"6:00PM","13","M","Dr Qurat ul Ain","Dentist","X Ray","500",500," - "," Dr Ammad ",500,"Haris","" +"122","Tuesday, February 07, 2017",87,"8:00PM","30","F","Dr Qurat ul Ain","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Haris","" +"123","Wednesday, February 08, 2017",132,"10:13AM","13","M","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Haris","2/17/2017" +"124","Wednesday, February 08, 2017",132,"12:00PM","13","M","Dr Alaf Khan","Dentist","R.C.T","3500",3500," - "," Dr Ammad ",3500,"Haris","" +"125","Wednesday, February 08, 2017",13,"12:00PM","39","F","Dr Saad","Orthopedic","Consultation","1000",1000," - "," Dr Ammad ",300,"Haris","" +"126","Wednesday, February 08, 2017",109,"2:40PM","28","F","Dr Alaf Khan","Dentist","R.C.T","2000",2000," - "," Dr Ammad ",2000,"Haris","" +"127","Wednesday, February 08, 2017",109,"2:40PM","28","F","Dr Alaf Khan","Dentist","Crown","3000",NA,"3,000.00"," Dr Ammad ",NA,"Haris","2/16/2017" +"128","Wednesday, February 08, 2017",153,"2:40PM","17","F","Dr Alaf Khan","Dentist","Orthodontics","110000",20000,"90,000.00"," Dr Ammad ",20000,"Haris","2/16/2017" +"129","Wednesday, February 08, 2017",43,"10:00AM","27","M","Dr Alaf Khan","Dentist","Consultation+X Ray","800",800," - "," Dr Ammad ",800,"Haris","2/9/2017" +"130","Friday, February 10, 2017",5,"9:30AM","57","M","Dr Alaf Khan","Dentist","X Ray","300",300," - "," Dr Ammad ",300,"Haris","" +"131","Friday, February 10, 2017",14,"6:30PM","6","M","Nursing Staff","","X Ray","300",300," - "," Dr Ammad ",300,"Haris","" +"132","Friday, February 10, 2017",123,"7:00PM","18","M","Dr Qurat ul Ain","Dentist","Filling","1500",1500," - "," Dr Ammad ",1500,"Haris","" +"133","Saturday, February 11, 2017",137,"12:00PM","25","M","Dr Ali","Child Specialist","Consultation","1000",1000," - "," Mrs Shamsa ",300,"Mona","" +"134","Saturday, February 11, 2017",91,"4:20PM","50","F","Dr Qurat ul Ain","Dentist","Scalling","2500",2500," - "," Mrs Shamsa ",2500,"Mona","" +"135","Saturday, February 11, 2017",23,"5:57PM","","F","Dr Qurat ul Ain","Dentist","Consultation","1000",1000," - "," Mrs Shamsa ",1000,"Mona","" +"136","Saturday, February 11, 2017",154,"6:15PM","19","F","Dr Qurat ul Ain","Dentist","Scalling","2000",2000," - "," Mrs Shamsa ",2000,"Mona","" +"137","Sunday, February 12, 2017",112,"7:15PM","39","M","Dr Saad","Orthopedic","Operation","35000",35000," - "," Mrs Shamsa ",35000,"Haris","" +"138","Sunday, February 12, 2017",81,"12:00PM","6","F","Dr Alaf Khan","Dentist","Consultation+X Ray","700",700," - "," Mrs Shamsa ",700,"Mona","" +"139","Monday, February 13, 2017",15,"11:20AM","40","M","Dr Waqar Azeem","Radiologist","USG Abdomen","1000",1000," - "," Dr Ammad ",300,"Haris","" +"140","Monday, February 13, 2017",112,"3:40PM","39","M","Dr Saad","Orthopedic","Operation","15000",15000," - "," Dr Ammad ",15000,"Haris","" +"141","Monday, February 13, 2017",9,"7:00PM","20","F","Dr Qurat ul Ain","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Haris","" +"142","Monday, February 13, 2017",2,"","-","-","Dr Ali","Child Specialist","Consultation","1500",1500," - "," Dr Ammad ",500,"Haris","" +"143","Tuesday, February 14, 2017",113,"2:30PM","14","M","Dr Saad Riaz","Orthopedic","Pop","3700",3700," - "," Dr Ammad ",1700,"Haris","" +"144","Tuesday, February 14, 2017",4,"3:00PM","-","M","Nursing Staff","","Er Retain","300",300," - "," Dr Ammad ",300,"Haris","" +"145","Tuesday, February 14, 2017",19,"7:02PM","6M","F","Dr Waqar Azeem","Radiologist","USG","2000",2000," - "," Dr Ammad ",1300,"Haris","" +"146","Wednesday, February 15, 2017",118,"11:40AM","24","F","Dr Alaf Khan","Dentist","X Ray","400",400," - "," Mrs Shamsa ",400,"Mona","" +"147","Wednesday, February 15, 2017",94,"4:45PM","3","M","Dr Ali","Child Specialist","Consultation + Nebulize","1150",1150," - "," 150 Mrs Shamsa, 300 Dr Ammad ",450,"Haris","" +"148","Wednesday, February 15, 2017",64,"6:15PM","23","M","Dr Ammad","M/o","Consultation","200",200," - "," Dr Ammad ",200,"Haris","" +"149","Friday, February 17, 2017",29,"4:10PM","29","M","Dr Alaf Khan","Dentist","X Ray","200",200," - "," Dr Ammad ",200,"Haris","" +"150","Friday, February 17, 2017",66,"5:30PM","55","M","Dr Alaf Khan","Dentist","Extraction","1000",1000," - "," Dr Ammad ",1000,"Haris","" +"151","Friday, February 17, 2017",107,"6:30PM","30","F","Nursing Staff","","X Ray","1000",1000," - "," Dr Ammad ",1000,"Haris","" +"152","Saturday, February 18, 2017",108,"6:20PM","","M","Dr Ali","Child Specialist","Consultation","3000",3000," - "," Dr Ammad ",1600,"Saima","" +"153","Saturday, February 18, 2017",30,"6:10PM","30","F","Dr Qurat ul Ain","Dentist","Extraction","1500",1500," - "," Dr Ammad ",1500,"Mona","" +"154","Saturday, February 18, 2017",94,"11:30AM","3","M","Nursing Staff","","Injection","300",300," - "," Dr Ammad ",300,"Saima","" +"155","Sunday, February 19, 2017",55,"2:45PM","","M","Dr Qurat ul Ain","Dentist","X Ray","300",300," - "," Dr Ammad ",300,"Saima","" +"156","Monday, February 20, 2017",132,"","13","M","Dr Alaf Khan","Dentist","Crown","5000",5000," - "," Dr Ammad ",5000,"","2/24/2017" +"157","Monday, February 20, 2017",68,"1:25PM","10","M","Dr Shireen","M/o","Stiches","700",700," - "," Dr Ammad ",700,"Saima","" +"158","Monday, February 20, 2017",80,"2:00PM","30","F","Dr Shireen","M/o","Consultation","1200",1200," - "," Dr Ammad ",1200,"Saima","" +"159","Monday, February 20, 2017",99,"7:00PM","45","F","Dr Saima Shams","Radiologist","USG","1500",1500," - "," Dr Ammad ",900,"Mona","" +"160","Monday, February 20, 2017",94,"10:15PM","3","M","Nursing Staff","","Injection","300",300," - "," Dr Ammad ",300,"Ashfaq","" +"161","Tuesday, February 21, 2017",151,"1:00PM","38","M","Dr Alaf Khan","Dentist","R.C.T+Scalling+Crown","5000",5000," - "," Dr Ammad ",5000,"Saima","2/28/2017" +"162","Tuesday, February 21, 2017",53,"6:00PM","20","F","Dr Waqar Azeem","Radiologist","USG","1000",1000," - "," Dr Ammad ",400,"Mona","" +"163","Tuesday, February 21, 2017",11,"7:11PM","2","F","Dr Ali","Child Specialist","Consultation","1000",1000," - "," Dr Ammad ",300,"Saima","" +"164","Tuesday, February 21, 2017",94,"10:10PM","3","M","Nursing Staff","","Injection","300",300," - "," Dr Ammad ",300,"Sub KB","" +"165","Tuesday, February 21, 2017",64,"-","","","Nursing Staff","","Medicine","100",100," - ","",100,"Saima","" +"166","Wednesday, February 22, 2017",100,"3:00PM","23","F","Dr Alaf Khan","Dentist","Orthodontics","120000",30000,"90,000.00"," Dr Ammad ",30000,"Mona","" +"167","Wednesday, February 22, 2017",16,"4:30PM","26","M","Dr Mumtaz","General Surgeon","Consultation","1000",1000," - "," Dr Ammad ",500,"Mona","" +"168","Wednesday, February 22, 2017",6,"5:00PM","35","M","Dr Waqar Azeem","Radiologist","USG","1000",1000," - "," Dr Ammad ",400,"Mona","" +"169","Thursday, February 23, 2017",33,"1:55PM","22","M","Dr Alaf Khan","Dentist","R.C.T","3000",3000," - "," Dr Ammad ",3000,"Saima","" +"170","Thursday, February 23, 2017",89,"1:50PM","65","F","Dr Saad Riaz","Orthopedic","Consultation","1000",1000," - "," Dr Ammad ",500,"Saima","" +"171","Thursday, February 23, 2017",13,"2:00PM","45","F","Dr Saad Riaz","Orthopedic","Consultation","1000",1000," - "," Dr Ammad ",300,"Saima","" +"172","Thursday, February 23, 2017",47,"3:00PM","21","F","Dr Riffat Naheed","Psychotherapist","Consultation","1500",1500," - "," Dr Ammad ",700,"Saima","" +"173","Friday, February 24, 2017",80,"9:30PM","30","F","Dr Mehwish","Gynae","Consultation","1000",1000," - "," Dr Ammad ",500,"Saima","" +"174","Saturday, February 25, 2017",128,"3:45PM","64","F","Dr Qurat ul Ain","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Saima","" +"175","Saturday, February 25, 2017",93,"4:00PM","40","F","Dr Ali","Child Specialist","","3000",3000," - "," Dr Ammad ",1600,"Saima","" +"176","Monday, February 27, 2017",143,"11:30AM","52","F","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Saima","" +"177","Monday, February 27, 2017",56,"12:20PM","55","F","Dr Alaf Khan","Dentist","Extraction","600",600," - "," Dr Ammad ",600,"Saima","" +"178","Monday, February 27, 2017",96,"-","54","M","Dr Qurat ul Ain","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Saima","" +"179","Tuesday, February 28, 2017",65,"10:30PM","30","M","Nursing Staff","","BSR","50",50," - "," Dr Ammad ",50,"Haris","" +"180","Tuesday, February 28, 2017",96,"12:40PM","53","M","Dr Alaf Khan","Dentist","8 Unit Bridge+2 R.C.T","30000",8000,"22,000.00"," Dr Ammad ",8000,"Haris","" +"181","Tuesday, February 28, 2017",90,"","","F","Dr Alaf Khan","Dental","Consultation","1000",1000," - "," Dr Ammad ",1000,"Saima","" +"182","Tuesday, February 28, 2017",151,"3:00PM","38","F","Dr Alaf Khan","Dentist","R.C.T+Scalling+Crown","4500",4500," - "," Dr Ammad ",4500,"Haris","" +"183","Tuesday, February 28, 2017",139,"8:00PM","30","M","Nursing Staff","","X Ray","500",500," - "," Dr Ammad ",500,"Saima","" +"184","Wednesday, March 01, 2017",107,"5:00PM","17","F","Dr Qurat ul Ain","Dentist","Extraction","1500",1500," - "," Dr Ammad ",1500,"Saima","" +"185","Wednesday, March 01, 2017",28,"6:00PM","3","F","Dr Qurat ul Ain","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Saima","" +"186","Wednesday, March 01, 2017",46,"-","17","M","Nursing Staff","","Dressing","500",500," - "," Dr Ammad ",200,"Saima","" +"187","Wednesday, March 01, 2017",25,"7:00PM","-","F","Dr Kinza Alam","Gynae","Consultation","1500",1500," - "," Dr Ammad ",500,"Saima","" +"188","Wednesday, March 01, 2017",24,"7:10PM","-","M","Dr Ammad","M/o","Consultation","500",500," - "," Dr Ammad ",500,"Saima","" +"189","Thursday, March 02, 2017",140,"12:48PM","30","F","Dr Alaf Khan","Dentist","4 Unit Bridge","8000",8000," - "," Dr Ammad ",8000,"Saima","" +"190","Thursday, March 02, 2017",46,"3:00PM","17","M","Nursing Staff","","Injection","50",50," - "," Dr Ammad ",50,"Saima","" +"191","Thursday, March 02, 2017",114,"7:05PM","26","F","Dr Kinza Alam","Gynae","Consultation","1000",1000," - "," Dr Ammad ",300,"Saima","" +"192","Thursday, March 02, 2017",3,"-","-","-","Nursing Staff","","Dressing","100",100," - "," Dr Ammad ",100,"Saima","" +"193","Friday, March 03, 2017",138,"11:20AM","45","F","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Saima","" +"194","Friday, March 03, 2017",107,"12:30PM","17","F","Dr Alaf Khan","Dentist","R.C.T+Crown","8000",8000," - "," Dr Ammad ",8000,"Saima","3/9/2017" +"195","Friday, March 03, 2017",34,"1:30PM","22","M","Dr Alaf Khan","Dentist","Crown","2000",2000," - "," Dr Ammad ",2000,"Saima","3/8/2017" +"196","Friday, March 03, 2017",133,"4:10PM","30","F","Dr Ali","Child Specialist","Consultation","1000",1000," - "," Dr Ammad ",300,"Saima","" +"197","Friday, March 03, 2017",46,"5:45PM","17","M","Nursing Staff","","Dressing","300",300," - "," Dr Ammad ",300,"Saima","" +"198","Friday, March 03, 2017",74,"2:40PM","38","M","Dr Waqar Azeem","Radiologist","USG KUB","1000",1000," - "," Dr Ammad ",300,"Sub KB","" +"199","Sunday, March 05, 2017",46,"-","17","M","Nursing Staff","","Dressing","300",300," - "," Dr Ammad ",200,"Saima","" +"200","Monday, March 06, 2017",83,"1:20PM","34","M","Dr Alaf Khan","Dentist","Consultation","500",500," - "," Dr Ammad ",500,"Saima","" +"201","Monday, March 06, 2017",61,"5:30PM","28","F","Dr Qurat ul Ain","Dentist","Consultation+X Ray","950",950," - "," Dr Ammad ",950,"Haris","" +"202","Monday, March 06, 2017",122,"7:00PM","78","M","Nursing Staff","","Injection","100",100," - "," Dr Ammad ",100,"Saima","" +"203","Tuesday, March 07, 2017",95,"-","56","M","Dr Alaf Khan","Dentist","X Ray","300",300," - "," Dr Ammad ",300,"Saima","" +"204","Tuesday, March 07, 2017",69,"3:00PM","53","M","Dr Alaf Khan","Dentist","","15000",15000," - "," Dr Ammad ",15000,"Mona","" +"205","Tuesday, March 07, 2017",146,"-","21","M","Dr Ammad","M/o","Consultation","500",500," - "," Dr Ammad ",500,"Saima","" +"206","Tuesday, March 07, 2017",46,"7:40PM","17","M","Nursing Staff","","Dressing","200",200," - "," Dr Ammad ",200,"Saima","" +"207","Tuesday, March 07, 2017",32,"2:00PM","","F","Nursing Staff","","Coupety","300",300," - "," Dr Ammad ",300,"Saima","" +"208","Tuesday, March 07, 2017",122,"9:35PM","78","M","Nursing Staff","","Injection","100",100," - "," Dr Ammad ",100,"Sub KB","" +"209","Wednesday, March 08, 2017",148,"8:30PM","3","F","Nursing Staff","","Injection","100",100," - "," Dr Ammad ",100,"Ashfaq","" +"210","Wednesday, March 08, 2017",122,"10:00PM","76","M","Nursing Staff","","Injection","100",100," - "," Dr Ammad ",100,"Ashfaq","" +"211","Wednesday, March 08, 2017",10,"4:45PM","9","F","Dr Qurat ul Ain","Dentist","Consultation+x Ray","650",650," - "," Dr Ammad ",650,"Saima","" +"212","Wednesday, March 08, 2017",76,"6:55PM","32","M","Dr Paul","Dermatologist","Consultation","1500",1000,"500"," Dr Ammad ",300,"Mona","" +"213","Wednesday, March 08, 2017",1,"12:00PM","","F","Nursing Staff","","Injection","150",150," - "," Dr Ammad ",150,"Mona","" +"214","Wednesday, March 08, 2017",25,"7:30PM","-","F","Dr Kinza Alam","Gynae","Consultation","1500",1500," - "," Dr Ammad ",500,"Mona","" +"215","Thursday, March 09, 2017",77,"12:00PM","24","M","Dr Alaf Khan","Dentist","R.C.T","5000",2000,"3,000.00"," Dr Ammad ",2000,"Haris","3/16/2017" +"216","Thursday, March 09, 2017",121,"9:00AM","3","F","Nursing Staff","","Injection","100",100," - "," Dr Ammad ",100,"Mona","" +"217","Thursday, March 09, 2017",122,"","76","M","Nursing Staff","","Injection","100",100," - "," Dr Ammad ",100,"Mona","" +"218","Thursday, March 09, 2017",1,"","","","Nursing Staff","","Cancelled","",NA," - "," Dr Ammad ",NA,"Saima","" +"219","Thursday, March 09, 2017",18,"3:30PM","39","M","Dr Alaf Khan","Dentist","Scalling+Polishing","4000",4000," - "," Dr Ammad ",4000,"Saima","" +"220","Thursday, March 09, 2017",110,"6:00PM","30","M","Dr Qurat ul Ain","Dentist","Consultation","200",200," - "," Dr Ammad ",200,"Saima","" +"221","Friday, March 10, 2017",122,"10:20AM","76","M","Nursing Staff","","Injection","100",100," - "," Dr Ammad ",100,"Zaheer","" +"222","Friday, March 10, 2017",105,"11:20PM","45","F","Dr Shireen","M/o","Consultation","800",800," - "," Dr Ammad ",800,"Mona","" From 1f561f92216828f5b9229d13c573ba4e9d4abe19 Mon Sep 17 00:00:00 2001 From: Ali Ejaz Date: Mon, 27 Mar 2017 17:50:34 +0500 Subject: [PATCH 2/2] Completed with 2 questions reaming 9 and 16 --- aliejaz1749_khi_r_assignment2.R | 13 ++++++------- aliejaz1749_khi_r_assignment2.docx | Bin 0 -> 14035 bytes aliejaz1749_khi_r_assignment2.pdf | Bin 0 -> 346051 bytes 3 files changed, 6 insertions(+), 7 deletions(-) create mode 100644 aliejaz1749_khi_r_assignment2.docx create mode 100644 aliejaz1749_khi_r_assignment2.pdf diff --git a/aliejaz1749_khi_r_assignment2.R b/aliejaz1749_khi_r_assignment2.R index ebb0439..8a80cc2 100644 --- a/aliejaz1749_khi_r_assignment2.R +++ b/aliejaz1749_khi_r_assignment2.R @@ -1,5 +1,6 @@ -library("dplyr") -library("lubridate") +library(dplyr) +library(lubridate) +library(readr) # List all objects in the workspace #ls() @@ -71,6 +72,7 @@ x # Qus9. Create a bracket of time by Morning, Afternoon, Evening, Night (6am - 12pm - Morning, 12 pm- 4 pm, Afternoon, 4 pm- 7pm, Evening, 7pm - 6 am, Night). + # Qus10. How many patients are repeated visitors? p_rep_patient_visit <- df %>% group_by(id)%>% @@ -119,11 +121,7 @@ p_consultation_max <- df %>% p_consultation_max # Qus16. Is there a relation between Age and Total Charges paid? -#dt <- df %>% -# filter(!is.na(Age), !is.na(TotalCharges)) -#p_age <- as.numeric(p_age_var) -#print (dt) -#cor( dt$TotalCharges,dt$Age) + # Qus17. Which Age group had highest number of visits? p_max_visit <- df %>% @@ -142,3 +140,4 @@ p_tot_cost <- df %>% p_tot_cost +write.csv(df, file='D:/diHub/Assessment2_RandPython_Marked/aliejaz1749_khi_r_assignment2/updated_hospitaldata.csv') \ No newline at end of file diff --git a/aliejaz1749_khi_r_assignment2.docx b/aliejaz1749_khi_r_assignment2.docx new file mode 100644 index 0000000000000000000000000000000000000000..a9c310f1cbe06312008faa06afd5ba08e43ce91a GIT binary patch literal 14035 zcmZ|01C(V;7A=~#ZQC{~ZQHhO+gWM5(zb2eW~EihO8o5G-T(Hj_ue^U?=wz}G1rKg z5qrm4bFGk<0tP_=0D^!3fHCosjDHPdH*wOT zbGNZ>N}7-zU_cOg@)kLymE5fV2Elq7ID$l_z}M?SRu!UGUsBU!mM{yEPgQ2#5s@@G z*)^heAYIH|mHMR9BFkr5ZvmW*)|TwPD=baECWcds@KtQOP&)vT z(Fu=6g$h0TnXTIa=2r*o+T8V}3gmK9l$ z*G&mPWs{jy{9G8{MsmhtXg_y<@S9`Gu<<(l@b2VQ?^Hq&NRFQr?qxR+kF(REctJzM z_ZP1ltjv83FR7p+&3AURF(;`2^|41XB;hS=(Ays%akW81D1Exa$^OM4(y57Ydq@)h z2)};vY#l3Vy4pY#)~0UW`qsyNstc8o3wlCK-qL`X*DXPsL>b@?QJTm9IIZ1&69)q4 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