From 51ac9d7e79fb0def5d9659ce88f584cfc3e490ff Mon Sep 17 00:00:00 2001 From: Adeel-Abdullah Date: Mon, 27 Mar 2017 17:03:42 +0500 Subject: [PATCH] Add files via upload --- R_assg_2.R | 163 ++++++++++++++++++++++++++++ R_assg_2.pdf | Bin 0 -> 162640 bytes clean_hospital_data_R.csv | 223 ++++++++++++++++++++++++++++++++++++++ 3 files changed, 386 insertions(+) create mode 100644 R_assg_2.R create mode 100644 R_assg_2.pdf create mode 100644 clean_hospital_data_R.csv diff --git a/R_assg_2.R b/R_assg_2.R new file mode 100644 index 0000000..0d4ff37 --- /dev/null +++ b/R_assg_2.R @@ -0,0 +1,163 @@ +df <-read.csv("E://DIH//Assignment2//hospitaldata.csv", strip.white = T, na.strings = c("-",""," ","\t","\n",NA), stringsAsFactors = F) +library("dplyr") +library("lubridate") +library("ggplot2") +View(df) +head(df) +#renaming columns +df<-rename(df, + Consulting_Doctor=`Consulting..Doctor`, + Total_Charges=`Total..Charges`, + Amount_Received=`Amount..Received.`, + Amount_Balance=`Amount..Balance`, + Amount_Received_By=`Amount.Received.By`, + Amount_in_Hospital=`Amount.in.Hospital`, + Receptionist_Name=`Receptionist..Name`, + Next_Apt=`Next.Apt`) + +df$Date <- as.Date(strptime(df$Date, "%a, %B %d, %Y")) + +df$Time <- format(strptime(df$Time, format='%I:%M %p'), '%I:%M %p') + +health_data<-tbl_df(df) + +health_data<-mutate(health_data, + Age= as.integer(Age), + Total_Charges=as.integer(Total_Charges), + Amount_in_Hospital=as.integer(Amount_in_Hospital), + Time=as.character(Time), + Date=as.character(Date)) + +health_data%>% +select(Date)%>% +transmute(Date=substring(Date, regexpr(' ', Date)+1, nchar(Date)))-> Dates +Dates + +health_data%>% +select(Date)%>% +transmute(day= substring(Date,1,regexpr(',', Date)-1))-> Days +Days + + + +#Q2 +#Dates<-select(health_data, Date) +#Dates<-mutate(Dates, substring(Date,",")[[1]][1]) +df['Date']<-lapply(df['Date'], as.character) + +#Q3 +summarize(health_data, average=mean(Age)) + +#Q4 +health_data%>% +filter(Age<12)%>% +select(Age)%>% +summarize(total.count=n()) + +#Q5 +health_data%>% +filter(Sex=='M')%>% +group_by(Procedure)%>% +tally(sort=T) + +health_data%>% + filter(Sex=='F' | Sex=='f')%>% + group_by(Procedure)%>% + tally(sort=T) + +#Q6 +health_data%>% + group_by(Consulting_Doctor)%>% + summarize(sum=sum(Total_Charges))%>% + arrange(desc(sum)) + +#Q7 +health_data%>% + group_by(Procedure)%>% + summarize(sum=sum(Total_Charges))%>% + arrange(desc(sum)) + +#Q8 +time<-hour(strptime(health_data$Time, "%I:%M %p")) +which.max(table(time)) + +#Q9 +health_data%>% + mutate(time_bracket = ifelse(time >= 6 & time <= 12, "Morning", + ifelse(time > 12 & time <= 16, "Afternoon", + ifelse(time > 16 & time <= 19, "Evening", + ifelse(time > 19, "Night", NA))))) + + + +#Q10 +health_data%>% + group_by(id)%>% + summarize(length=n())%>% + filter(length>1)%>% + nrow() + +#Q11 +health_data%>% + group_by(id,Procedure)%>% + summarize(length=n())%>% + filter(length>1)%>% + print() + +#Q12 +health_data%>% + group_by(id)%>% + summarize(length=n())%>% + filter(length>1)%>% + print() + +#Q13 +health_data%>% + filter(Sex=='M')%>% + select(Age)%>% + summarize(median=median(Age,na.rm=TRUE))%>% + print() + +health_data%>% + filter(Sex=='F'| Sex=='f')%>% + select(Age)%>% + summarize(median=median(Age,na.rm=TRUE))%>% + print() + +#Q14 +health_data$Amount_Balance<-gsub(",", "" ,health_data$Amount_Balance, fixed=TRUE) +health_data$Amount_Balance<-gsub(".00", "" ,health_data$Amount_Balance, fixed=TRUE) + +health_data%>% + mutate(Amount_Balance=as.integer(Amount_Balance))%>% + select(Amount_Balance)%>% + summarize(sum=sum(Amount_Balance,na.rm=TRUE))%>% + print() + +#Q15 +health_data%>% + filter(Procedure=="Consultation")%>% + select(Total_Charges)%>% + summarize(sum=sum(Total_Charges,na.rm=TRUE))%>% + print() + +#Q16 +health_data%>% + select(Age,Total_Charges) %>% + filter(!is.na(Age),!is.na(Total_Charges)) ->corr + +cor(corr$Age,corr$Total_Charges) + +#Q17 +qplot(health_data$Age, xlab="Age") + +#Q18 +health_data%>% + filter(Procedure== 'X Ray' | Procedure== 'Scalling' ) %>% + select(Total_Charges)%>% + summarize(sum=sum(Total_Charges,na.rm=TRUE))%>% + print() + +write.csv(health_data, "E://DIH//Assignment2//clean_hospital_data_R.csv") + + \ No newline at end of file diff --git a/R_assg_2.pdf b/R_assg_2.pdf new file mode 100644 index 0000000000000000000000000000000000000000..20b5e2261d05edc47d115cc1d41ebc8cde483c57 GIT binary patch literal 162640 zcmeFZbzEFa5;lxG!7bR}?t?>c4G`QRxVuBJ;K3!q-8B##65QPh8r*_IaQg;wvp4(g z-S_Uk_SXx)In$?4Rac+xnddoGT|E@?qT&oJjO+*$qmx}T2rK|*fUSWA0v{iMNeRFt zVXJHlU=jsrv4ZLq0ZiiNPC9@WFA$7vj2@+c|Byytk}#LewY;ZptS^y$=baFMDv^JHj zMEd0Pk1Q!FNTuk`AX2PY>1=N=9P+}DY8joqZg&#$LcSUG;^g}jsV`NgH|gCA=!>bj#GA_mS? zI5+<)Sw`sisz=!f*MZzr9FD%l6f15A2#BSz;htQ z_oyky-FEcWU$%Y+X6y_$?7mhjm#e;ZUbvbhX~lJcL-l8V3yUgEmJ`#ZmYUKvY#1(m}T#MJvD>|&%5fuW;W0WzSMsy2e zH#4V%e6xld=EV(?MlF}j%5QHQM=KH=d(1^qgo*;8LO%eAN ziS??N6)Zu1LeQHED{&}ZA$EcTnX5UX^t&f7{5{fHLM<1yon)U2LEKK0pn5Pns$+fd 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