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R is a free, open-source programming language and software environment for statistical computing, bioinformatics, and graphics.

1 vote

Count and summarise ID's each day while creating a new column that shows the accumulated ID's

This is a base solution for your problem: aggregate(paste(ID , Date) ~ ID + Date, data = df, FUN = length) there are many more solutions like any of the ones below, using dplyr: library(dplyr) df …
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  • 298
1 vote
Accepted

Randomizing selection in R

This will give you a sample with 55 record from the larger data-set that you have. sample <- df[sample(1:nrow(df), 55, replace=FALSE),] If you want to make a reproducible example of the sample, yo …
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  • 298
2 votes

acf function shows error while fiiting time series

Logarithm cannot handle numbers less than and equal to zero. You can exclude them from your time-series and then add them to the graph as points with different colors (if they are not many that would …
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  • 298
0 votes

Memory allocating error with coxph model

If you're using a 64-bit version of R on Windows (I'm not sure about other operating systems), then you can allocate additional memory to R with memory.limit function. … You can further read about memory limits in R. All that said, I would take a step back beforehand to make sure I actually need to deal with all that data and would investigate other alternatives. …
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  • 298
3 votes
Accepted

Adding a trend line or horizontal mean±stdev lines in facet_grid view

What you can do is creating another dataset with the mean and mean±stdev grouped by Tier. Then you can use that in geom_hline and ggplot will pick up facets from Tier. See below; library(dplyr) librar …
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  • 298
3 votes

Mirror column plot with different y-axis in ggplot

You can either reshape the data into long format (after joining the two datasets) and use geom_col once, or have two geoms as you have in your question. However, the latter needs some variation to hav …
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  • 298
1 vote
Accepted

Regime detection to identify transitions between habitats

I can tell you that first point of each of the vectors above should be excluded but how we can get R to tell us that, I am not sure at the moment. …
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  • 298