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(v1.3.0.9035) mdro() for EUCAST 3.2, examples cleanup
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34
man/pca.Rd
34
man/pca.Rd
@@ -69,21 +69,23 @@ The \link[=lifecycle]{lifecycle} of this function is \strong{maturing}. The unly
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# `example_isolates` is a dataset available in the AMR package.
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# See ?example_isolates.
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\dontrun{
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# calculate the resistance per group first
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library(dplyr)
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resistance_data <- example_isolates \%>\%
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group_by(order = mo_order(mo), # group on anything, like order
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genus = mo_genus(mo)) \%>\% # and genus as we do here
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summarise_if(is.rsi, resistance) # then get resistance of all drugs
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# now conduct PCA for certain antimicrobial agents
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pca_result <- resistance_data \%>\%
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pca(AMC, CXM, CTX, CAZ, GEN, TOB, TMP, SXT)
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pca_result
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summary(pca_result)
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biplot(pca_result)
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ggplot_pca(pca_result) # a new and convenient plot function
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\donttest{
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if (require("dplyr")) {
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# calculate the resistance per group first
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resistance_data <- example_isolates \%>\%
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group_by(order = mo_order(mo), # group on anything, like order
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genus = mo_genus(mo)) \%>\% # and genus as we do here
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summarise_if(is.rsi, resistance) # then get resistance of all drugs
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# now conduct PCA for certain antimicrobial agents
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pca_result <- resistance_data \%>\%
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pca(AMC, CXM, CTX, CAZ, GEN, TOB, TMP, SXT)
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pca_result
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summary(pca_result)
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biplot(pca_result)
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ggplot_pca(pca_result) # a new and convenient plot function
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}
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}
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}
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