# Data set with 2000 blood culture isolates of septic patients — septic_patients • AMR (for R)
An anonymised data set containing 2,000 microbial blood culture isolates with their full antibiograms found in septic patients in 4 different hospitals in the Netherlands, between 2001 and 2017. It is true, genuine data. This data.frame can be used to practice AMR analysis. For examples, please read the tutorial on our website.

# Data set with 2000 blood culture isolates of septic patients

`septic_patients.Rd`

An anonymised data set containing 2,000 microbial blood culture isolates with their full antibiograms found in septic patients in 4 different hospitals in the Netherlands, between 2001 and 2017. It is true, genuine data. This `data.frame` can be used to practice AMR analysis. For examples, please read the tutorial on our website.

    septic_patients

## 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, first 10 characters of an SHA hash containing irretrievable information

`mo`

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

`peni:rifa`

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

## Read more on our website!

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