A data set containing 2,000 microbial isolates with their full antibiograms. The data set reflects reality and can be used to practice AMR analysis. For examples, please read the tutorial on our website.

example_isolates

Format

A data.frame with 2,000 observations and 49 variables:

date

date of receipt at the laboratory

hospital_id

ID of the hospital, from A to D

ward_icu

logical to determine if ward is an intensive care unit

ward_clinical

logical to determine if ward is a regular clinical ward

ward_outpatient

logical to determine if ward is an outpatient clinic

age

age of the patient

gender

gender of the patient

patient_id

ID of the patient

mo

ID of microorganism created with as.mo, see also microorganisms

PEN:RIF

40 different antibiotics with class rsi (see as.rsi); these column names occur in antibiotics data set and can be translated with ab_name

Read more on our website!

On our website https://msberends.gitlab.io/AMR you can find a tutorial about how to conduct AMR analysis, the complete documentation of all functions (which reads a lot easier than here in R) and an example analysis using WHONET data.