Read multiple csv files

How should I approach reading multiple files in one CSV.File call ?

fileDirectory="d:/Data/Test/"
using Glob
files=glob("*.txt", fileDirectory) 
df3=DataFrame(CSV.File(files))

MethodError: no method matching joinpath(::Array{String,1})