# library(dplyr)
# library(tidyr)
# library(xlsx)
# library(janitor)
#
# dat <-read.xlsx("/Users/phoebelam/Northwestern University/FHRC - Documents/NIH R01 On the Rise (OTR)/Wetlab/Northshore/North Shore Results/OTR V1+V2+V3 Northshore Results From 12-23-21.xlsx",
# sheetIndex = 1)
# View(dat)
#
# tabyl(dat$Patient.Name)
#
# pivot_wider(select(dat, Patient.Name, Test, Result),
# id_cols = "Patient.Name",
# names_from = "Test",
# values_from = "Result") %>%
# separate(., "Patient.Name", c("stu", "fullid"), sep=",") %>%
# separate(., "fullid", c("study", "id", "visit"), sep = " ", remove = F) %>%
# mutate(visit = substr(visit, 2,2)) %>%
# select(-c(study, stu, LDLN)) %>%
# mutate(Notes = NA_real_)-> wide
#
# View(wide)
#
# # check against request list
# check <- read.xlsx("/Users/phoebelam/Northwestern University/FHRC - Documents/NIH R01 On the Rise (OTR)/Wetlab/Northshore/North Shore Sample Lists/Account 61336 Sample 12012021.xlsx",
# sheetIndex = 1) %>%
# select(Last.Name) %>%
# rename(fullid = Last.Name) %>%
# mutate(check = 1)
#
# View(check)
#
# merge (wide, check, by = "fullid", all=T) %>% View() # all good
#
# View(wide)
#
#
# #read the compiled ones.
# # v1 <-read.xlsx("/Users/phoebelam/Northwestern University/FHRC - Documents/NIH R01 On the Rise (OTR)/Wetlab/Northshore/OTR V1 NorthShore Data Compiled.xlsx",
# # sheetIndex = 1) %>%
# # filter(is.na(Subject.ID)==F) %>%
# # mutate (visit = 1)
# #
# # v2 <-read.xlsx("/Users/phoebelam/Northwestern University/FHRC - Documents/NIH R01 On the Rise (OTR)/Wetlab/Northshore/OTR V2 NorthShore Data Compiled.xlsx",
# # sheetIndex = 1) %>%
# # filter(is.na(ATPCM)==F) %>%
# # mutate (visit = 2)
# #
# # v3 <-read.xlsx("/Users/phoebelam/Northwestern University/FHRC - Documents/NIH R01 On the Rise (OTR)/Wetlab/Northshore/OTR V3 NorthShore Data Compiled.xlsx",
# # sheetIndex = 1) %>%
# # filter(is.na(ATPCM)==F) %>%
# # mutate (visit = 3)
# #
# # rbind(v1, v2, v3) -> consol
# #
# # consol %>%
# # rename(id = Subject.ID) %>%
# # select(id, visit, everything()) -> consol
# #
# # write.csv(consol, "/Users/phoebelam/Northwestern University/FHRC - Documents/NIH R01 On the Rise (OTR)/Wetlab/Northshore/OTR NorthShore Data_2.11.22.csv",
# # row.names=F, na="")
# #
# # colnames(v1)
# # colnames(v2)
# # colnames(v3)
#
# exist <- read.csv("/Users/phoebelam/Northwestern University/FHRC - Documents/NIH R01 On the Rise (OTR)/Wetlab/Northshore/OTR NorthShore Data_2.11.22.csv") %>%
# mutate(fullid = paste("OTR ", id, " V", visit, sep="")) %>%
# select(., fullid, everything())
#
# colnames(exist)
# colnames(wide)
#
# rbind(exist, wide) %>%
# arrange(id, visit) -> new
#
# write.csv(new, "/Users/phoebelam/Northwestern University/FHRC - Documents/NIH R01 On the Rise (OTR)/Wetlab/Northshore/OTR NorthShore Data_2.14.22.csv",
# row.names=F, na="")
#
#
# tabyl(new$CHHD, show_na = T)
# tabyl(new$CHOL) #4
# tabyl(new$CRPH, show_missing_levels = F) # 7
# tabyl(new$GLU, show_missing_levels = F) # 1
# tabyl(new$HDL, show_missing_levels = F) # 0
# tabyl(new$LDL, show_missing_levels = F) # 1
# tabyl(new$NHDL, show_missing_levels = F) # 1
# tabyl(new$TRIG, show_missing_levels = F) # 2
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