#
# Create a data frame of daily differences (dfd) based on df's daily running totals
#
createDaily=function(df, StartCol=3) {
NumCols = length(colnames(df)) # This is 1 + #dates
NumRows = length(df$State) # This is the number of states
Deltas = sapply(1:NumRows, function (row) { # for each state
Delta = sapply(StartCol:NumCols, function (col) {df[row,col]-df[row,(col-1)]}) # Create vector of daily differences
}) # Note: start at column 3 because column 2 is the first date, no delta for 1st date
Deltas=t(Deltas) # Always have to transpose due to sapply returning a column vector
colnames(Deltas)=colnames(df)[StartCol:NumCols]
States = unique(df$State)
dfd=data.frame(State=States,Deltas) # dfd: data frame of daily differences
dfd # Return a data frame of daily (dfd) values
}
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