After downloading and decrypting your UK Biobank (UKB) data with the supplied [UKB programs] (http://biobank.ctsu.ox.ac.uk/crystal/docs/UsingUKBData.pdf), you have multiple files that need to be brought together to give you a dataset to explore. The data file has column names that are edited field-codes from the UKB data showcase. ukbtools makes it easy to collapse the multiple UKB files into a single dataset for analysis, in the process giving meaningful names to the variables. The package also includes functionality to retrieve ICD diagnoses, explore a sample subset in the context of the UKB sample, and collect genetic metadata.
# Install from CRAN install.packages("ukbtools") # Install latest development version devtools::install_github("kenhanscombe/ukbtools", dependencies = TRUE)
Download§ then decrypt your data and create a “UKB fileset” (.tab, .r, .html):
ukb_unpack decrypts your downloaded
ukbxxxx.enc file, outputting a
ukb_conv with the
r flag converts the decrypted data to a tab-delimited file
ukbxxxx.tab and an R script
ukbxxxx.r that reads the tab file. The
docs flag creates an html file containing a field-code-to-description table (among others).
§ Full details of the data download and decrypt process are given in the Using UK Biobank Data documentation.
ukb_df() takes two arguments, the stem of your fileset and the path, and returns a dataframe with usable column names. This will take a few minutes. The rate-limiting step is reading and parsing the code in the UKB-generated .r file - not
ukb_df per se.
You can also specify the path to your fileset if it is not in the current directory. For example, if your fileset is in a subdirectory of the working directory called data
my_ukb_data <- ukb_df("ukbxxxx", path = "/full/path/to/my/data")
Note: You can move the three files in your fileset after creating them with
ukb_conv, but they should be kept together.
ukb_df() automatically updates the read call in the R source file to point to the correct directory (the current directory by default, or a directory specified by