A data set containing 2,000 microbial isolates with their full antibiograms. The data set reflects reality and can be used to practice AMR data analysis. For examples, please read the tutorial on our website.
A data.frame with 2,000 observations and 49 variables:
date of receipt at the laboratory
ID of the hospital, from A to D
logical to determine if ward is an intensive care unit
logical to determine if ward is a regular clinical ward
logical to determine if ward is an outpatient clinic
age of the patient
gender of the patient
ID of the patient
All reference data sets (about microorganisms, antibiotics, R/SI interpretation, EUCAST rules, etc.) in this
AMR package are publicly and freely available. We continually export our data sets to formats for use in R, SPSS, SAS, Stata and Excel. We also supply flat files that are machine-readable and suitable for input in any software program, such as laboratory information systems. Please find all download links on our website, which is automatically updated with every code change.
On our website https://msberends.github.io/AMR/ you can find a comprehensive tutorial about how to conduct AMR data analysis, the complete documentation of all functions and an example analysis using WHONET data.