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Showing content from https://github.com/r-hub/cranlogs/issues/69 below:

cranlogs::cran_downloads("R") (mostly) double counts from 2023-09-13 through 2023-10-02 · Issue #69 · r-hub/cranlogs · GitHub

Following up on #68, I think there's also some double counting with cranlogs::cran_downloads(packages = "R"). The dates do not exactly match those for package/CRAN download counts and there are two exceptions: 1) 2023-09-28 where the counts are essentially identical except for a single difference possibly owing an os = NA and 2) 2023-09-30 where the counts for cranlogs::cran_downloads() are three times greater.

Here are the relevant ratios:

2023-09-12 2023-09-13 2023-09-14 2023-09-15 2023-09-16 2023-09-17 2023-09-18 2023-09-19
osx 1 2 2 2 2 2 2 2
src 1 2 2 2 2 2 2 2
win 1 2 2 2 2 2 2 2
2023-09-20 2023-09-21 2023-09-22 2023-09-23 2023-09-24 2023-09-25 2023-09-26 2023-09-27
osx 2 2 2 2 2 2 2 2
src 2 2 2 2 2 2 2 2
win 2 2 2 2 2 2 2 2
2023-09-28 2023-09-29 2023-09-30 2023-10-01 2023-10-02 2023-10-03
osx 1.000000 2 3 2 2 1
src 1.000801 2 3 2 2 1
win 1.000000 2 3 2 2 1

Here's the code I used:

dates <- seq.Date(as.Date("2023-09-12"), as.Date("2023-10-03"), by = "days")

rhub.data <- cranlogs::cran_downloads("R", from = min(dates), to = max(dates))
rhub <- t(tapply(rhub.data$count, list(rhub.data$date, rhub.data$os), sum))
rhub <- rhub[-1, ]

posit.data <- lapply(dates, packageRank::fetchRLog)
names(posit.data) <- dates
posit <- lapply(posit.data, function(x) tapply(x$date, x$os, length))
posit <- do.call(cbind, posit)
colnames(posit) <- as.character(dates)

# for the ratios
rhub / posit

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