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# Binning Timed Event Data | |
# needs >=1.9.5 version of data.table | |
df_bin<-function(df,b=0,e=1200,interval=60){ | |
library(data.table) | |
colnames(df)<-c("start", "end") | |
dt<-data.table(df) | |
lookup = data.table(start = seq(b, (e-interval), by = interval), end = seq(interval, e, by = interval)) | |
ans = foverlaps(lookup, setkey(dt, start, end)) | |
tmp<-ans[, sum(pmin(i.end, end) - pmax(i.start, start)), by=.(i.start,i.end)] | |
tmp[is.na(tmp)]<-0 | |
colnames(tmp)<-c("start","end","duration") | |
return(tmp) | |
} | |
set.seed(1) | |
df<- | |
data.frame(start=c(2.3, 3.5,6.7,9.4,10.4,13.5,16.3,18.1), | |
duration=runif(8,0,1)) | |
df$end<-df$start+df$duration | |
df$duration<-NULL | |
df | |
dt_out<-df_bin(df,b=0,e=20,interval=2); dt_out | |
dt_out<-df_bin(df,b=0,e=20,interval=5); dt_out |
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