@ -44,7 +44,7 @@
@@ -44,7 +44,7 @@
< / button >
< span class = "navbar-brand" >
< a class = "navbar-link" href = "../index.html" > AMR (for R)< / a >
< span class = "version label label-default" data-toggle = "tooltip" data-placement = "bottom" title = "Released version" > 1.7.1.9068 < / span >
< span class = "version label label-default" data-toggle = "tooltip" data-placement = "bottom" title = "Released version" > 1.8.0 < / span >
< / span >
< / div >
@ -191,7 +191,7 @@
@@ -191,7 +191,7 @@
< h1 data-toc-skip > How to conduct AMR data analysis< / h1 >
< h4 data-toc-skip class = "author" > Dr.ย Matthijs Berends< / h4 >
< h4 data-toc-skip class = "date" > 1 2 December 2021< / h4 >
< h4 data-toc-skip class = "date" > 23 December 2021< / h4 >
< small class = "dont-index" > Source: < a href = "https://github.com/msberends/AMR/blob/HEAD/vignettes/AMR.Rmd" class = "external-link" > < code > vignettes/AMR.Rmd< / code > < / a > < / small >
< div class = "hidden name" > < code > AMR.Rmd< / code > < / div >
@ -200,7 +200,7 @@
@@ -200,7 +200,7 @@
< p > < strong > Note:< / strong > values on this page will change with every website update since they are based on randomly created values and the page was written in < a href = "https://rmarkdown.rstudio.com/" class = "external-link" > R Markdown< / a > . However, the methodology remains unchanged. This page was generated on 1 2 December 2021.< / p >
< p > < strong > Note:< / strong > values on this page will change with every website update since they are based on randomly created values and the page was written in < a href = "https://rmarkdown.rstudio.com/" class = "external-link" > R Markdown< / a > . However, the methodology remains unchanged. This page was generated on 23 December 2021.< / p >
< div class = "section level1" >
< h1 id = "introduction" > Introduction< a class = "anchor" aria-label = "anchor" href = "#introduction" > < / a >
< / h1 >
@ -231,21 +231,21 @@
@@ -231,21 +231,21 @@
< / tr > < / thead >
< tbody >
< tr class = "odd" >
< td align = "center" > 2021-12-1 2< / td >
< td align = "center" > 2021-12-23 < / td >
< td align = "center" > abcd< / td >
< td align = "center" > Escherichia coli< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< / tr >
< tr class = "even" >
< td align = "center" > 2021-12-1 2< / td >
< td align = "center" > 2021-12-23 < / td >
< td align = "center" > abcd< / td >
< td align = "center" > Escherichia coli< / td >
< td align = "center" > S< / td >
< td align = "center" > R< / td >
< / tr >
< tr class = "odd" >
< td align = "center" > 2021-12-1 2< / td >
< td align = "center" > 2021-12-23 < / td >
< td align = "center" > efgh< / td >
< td align = "center" > Escherichia coli< / td >
< td align = "center" > R< / td >
@ -342,32 +342,32 @@
@@ -342,32 +342,32 @@
< / tr > < / thead >
< tbody >
< tr class = "odd" >
< td align = "center" > 2014-11-21 < / td >
< td align = "center" > L5 < / td >
< td align = "center" > Hospital C < / td >
< td align = "center" > 2010-03-07 < / td >
< td align = "center" > U8 < / td >
< td align = "center" > Hospital B < / td >
< td align = "center" > Escherichia coli< / td >
< td align = "center" > S< / td >
< td align = "center" > R< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > M < / td >
< td align = "center" > F < / td >
< / tr >
< tr class = "even" >
< td align = "center" > 2015-03-18 < / td >
< td align = "center" > G9 < / td >
< td align = "center" > Hospital D < / td >
< td align = "center" > Staphylococcus aureus < / td >
< td align = "center" > R < / td >
< td align = "center" > 2015-08-15 < / td >
< td align = "center" > A4 < / td >
< td align = "center" > Hospital C < / td >
< td align = "center" > Escherichia coli < / td >
< td align = "center" > S < / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > M< / td >
< / tr >
< tr class = "odd" >
< td align = "center" > 2011-10-31 < / td >
< td align = "center" > Z3 < / td >
< td align = "center" > 2012-02-22 < / td >
< td align = "center" > T7 < / td >
< td align = "center" > Hospital A< / td >
< td align = "center" > Escherichia coli < / td >
< td align = "center" > Staphylococcus aureus < / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
@ -375,37 +375,37 @@
@@ -375,37 +375,37 @@
< td align = "center" > F< / td >
< / tr >
< tr class = "even" >
< td align = "center" > 2017-05-24 < / td >
< td align = "center" > A3 < / td >
< td align = "center" > 2017-04-28 < / td >
< td align = "center" > J10 < / td >
< td align = "center" > Hospital A< / td >
< td align = "center" > Staphylococcus aureus< / td >
< td align = "center" > Klebsiella pneumoniae< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > I< / td >
< td align = "center" > R< / td >
< td align = "center" > R< / td >
< td align = "center" > M< / td >
< / tr >
< tr class = "odd" >
< td align = "center" > 2013-01-31 < / td >
< td align = "center" > Y10 < / td >
< td align = "center" > Hospital C < / td >
< td align = "center" > 2013-05-14 < / td >
< td align = "center" > X5 < / td >
< td align = "center" > Hospital A < / td >
< td align = "center" > Escherichia coli< / td >
< td align = "center" > S< / td >
< td align = "center" > I< / td >
< td align = "center" > S< / td >
< td align = "center" > R< / td >
< td align = "center" > S< / td >
< td align = "center" > F< / td >
< / tr >
< tr class = "even" >
< td align = "center" > 2013-04-13 < / td >
< td align = "center" > L6 < / td >
< td align = "center" > Hospital B < / td >
< td align = "center" > Klebsiella pneumoniae < / td >
< td align = "center" > S < / td >
< td align = "center" > I < / td >
< td align = "center" > S < / td >
< td align = "center" > 2011-09-09 < / td >
< td align = "center" > Z1 < / td >
< td align = "center" > Hospital A < / td >
< td align = "center" > Escherichia coli < / td >
< td align = "center" > R < / td >
< td align = "center" > R < / td >
< td align = "center" > R < / td >
< td align = "center" > S< / td >
< td align = "center" > M < / td >
< td align = "center" > F < / td >
< / tr >
< / tbody >
< / table >
@ -439,16 +439,16 @@ Longest: 1</p>
@@ -439,16 +439,16 @@ Longest: 1</p>
< tr class = "odd" >
< td align = "left" > 1< / td >
< td align = "left" > M< / td >
< td align = "right" > 10,4 51< / td >
< td align = "right" > 52.2 6%< / td >
< td align = "right" > 10,4 51< / td >
< td align = "right" > 52.2 6%< / td >
< td align = "right" > 10,513 < / td >
< td align = "right" > 52.5 6%< / td >
< td align = "right" > 10,513 < / td >
< td align = "right" > 52.5 6%< / td >
< / tr >
< tr class = "even" >
< td align = "left" > 2< / td >
< td align = "left" > F< / td >
< td align = "right" > 9,549 < / td >
< td align = "right" > 47.75 %< / td >
< td align = "right" > 9,487 < / td >
< td align = "right" > 47.44 %< / td >
< td align = "right" > 20,000< / td >
< td align = "right" > 100.00%< / td >
< / tr >
@ -502,7 +502,7 @@ Longest: 1</p>
@@ -502,7 +502,7 @@ Longest: 1</p>
< span class = "co" > # โน Using column 'patient_id' as input for `col_patient_id`.< / span >
< span class = "co" > # Basing inclusion on all antimicrobial results, using a points threshold of< / span >
< span class = "co" > # 2< / span >
< span class = "co" > # => Found 10,684 'phenotype-based' first isolates (53.4% of total where a< / span >
< span class = "co" > # => Found 10,677 'phenotype-based' first isolates (53.4% of total where a< / span >
< span class = "co" > # microbial ID was available)< / span > < / code > < / pre > < / div >
< p > So only 53.4% is suitable for resistance analysis! We can now filter on it with the < code > < a href = "https://dplyr.tidyverse.org/reference/filter.html" class = "external-link" > filter()< / a > < / code > function, also from the < code > dplyr< / code > package:< / p >
< div class = "sourceCode" id = "cb15" > < pre class = "downlit sourceCode r" >
@ -512,10 +512,10 @@ Longest: 1</p>
@@ -512,10 +512,10 @@ Longest: 1</p>
< div class = "sourceCode" id = "cb16" > < pre class = "downlit sourceCode r" >
< code class = "sourceCode R" > < span class = "va" > data_1st< / span > < span class = "op" > < -< / span > < span class = "va" > data< / span > < span class = "op" > < a href = "https://magrittr.tidyverse.org/reference/pipe.html" class = "external-link" > %> %< / a > < / span >
< span class = "fu" > < a href = "../reference/first_isolate.html" > filter_first_isolate< / a > < / span > < span class = "op" > (< / span > < span class = "op" > )< / span > < / code > < / pre > < / div >
< p > So we end up with 10,684 isolates for analysis. Now our data looks like:< / p >
< p > So we end up with 10,677 isolates for analysis. Now our data looks like:< / p >
< div class = "sourceCode" id = "cb17" > < pre class = "downlit sourceCode r" >
< code class = "sourceCode R" > < span class = "fu" > < a href = "https://rdrr.io/r/utils/head.html" class = "external-link" > head< / a > < / span > < span class = "op" > (< / span > < span class = "va" > data_1st< / span > < span class = "op" > )< / span > < / code > < / pre > < / div >
< table style = "width:100%;" class = "table" >
< table class = "table" >
< colgroup >
< col width = "2%" >
< col width = "9%" >
@ -528,7 +528,7 @@ Longest: 1</p>
@@ -528,7 +528,7 @@ Longest: 1</p>
< col width = "3%" >
< col width = "6%" >
< col width = "11%" >
< col width = "12 %" >
< col width = "10 %" >
< col width = "9%" >
< col width = "5%" >
< / colgroup >
@ -550,79 +550,79 @@ Longest: 1</p>
@@ -550,79 +550,79 @@ Longest: 1</p>
< / tr > < / thead >
< tbody >
< tr class = "odd" >
< td align = "left" > 2< / td >
< td align = "center" > 2015-03-18< / td >
< td align = "center" > G9< / td >
< td align = "center" > Hospital D< / td >
< td align = "center" > B_STPHY_AURS< / td >
< td align = "left" > 1< / td >
< td align = "center" > 2010-03-07< / td >
< td align = "center" > U8< / td >
< td align = "center" > Hospital B< / td >
< td align = "center" > B_ESCHR_COLI< / td >
< td align = "center" > R< / td >
< td align = "center" > R< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > S< / td >
< td align = "center" > M< / td >
< td align = "center" > Gram-positive< / td >
< td align = "center" > Staphylococcus< / td >
< td align = "center" > aureus< / td >
< td align = "center" > F< / td >
< td align = "center" > Gram-negative< / td >
< td align = "center" > Escherichia< / td >
< td align = "center" > coli< / td >
< td align = "center" > TRUE< / td >
< / tr >
< tr class = "even" >
< td align = "left" > 4< / td >
< td align = "center" > 2017-05-24< / td >
< td align = "center" > A3< / td >
< td align = "center" > Hospital A< / td >
< td align = "center" > B_STPHY_AURS< / td >
< td align = "left" > 2< / td >
< td align = "center" > 2015-08-15< / td >
< td align = "center" > A4< / td >