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December 11, 2015 01:18
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Computing trends in programming languages
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# Read all the collected data | |
java = read.csv(file = "java.csv", header = F, sep = ",") | |
javascript = read.csv(file = "javascript.csv", header = F, sep = ",") | |
python = read.csv(file = "python.csv", header = F, sep = ",") | |
ruby = read.csv(file = "ruby.csv", header = F, sep = ",") | |
# Sort the data by watchers/forks to format them | |
java_sorted = java[order(java$V4),] | |
javascript_sorted = javascript[order(javascript$V4),] | |
python_sorted = python[order(python$V4),] | |
ruby_sorted = ruby[order(ruby$V4),] | |
# Process it against any two programming languages | |
plotdata = data.frame(java = java_sorted$V4, javascript = javascript_sorted$V4) | |
f = javascript ~ java + 0 | |
lmfit = lm(f, plotdata) | |
plot(plotdata) | |
abline(lmfit) | |
lmfit |
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