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**Note:** values on this page will change with every website update
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since they are based on randomly created values and the page was written
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in [R Markdown](https://rmarkdown.rstudio.com/). However, the
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methodology remains unchanged. This page was generated on 23 December
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2025.
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methodology remains unchanged. This page was generated on 06 January
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2026.
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## Introduction
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The `AMR` package enables standardised and reproducible AMR data
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analysis, with the application of evidence-based rules, determination of
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first isolates, translation of various codes for microorganisms and
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antimicrobial agents, determination of (multi-drug) resistant
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antimicrobial drugs, determination of (multi-drug) resistant
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microorganisms, and calculation of antimicrobial resistance, prevalence
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and future trends.
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@@ -52,9 +52,9 @@ structure of your data generally look like this:
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| date | patient_id | mo | AMX | CIP |
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|:----------:|:----------:|:----------------:|:---:|:---:|
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| 2025-12-23 | abcd | Escherichia coli | S | S |
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| 2025-12-23 | abcd | Escherichia coli | S | R |
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| 2025-12-23 | efgh | Escherichia coli | R | S |
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| 2026-01-06 | abcd | Escherichia coli | S | S |
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| 2026-01-06 | abcd | Escherichia coli | S | R |
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| 2026-01-06 | efgh | Escherichia coli | R | S |
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### Needed R packages
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| Patógeno | Amikacina | Gentamicina | Kanamicina | Tobramicina |
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|:--------------|:-------------------|:--------------------|:----------------|:-------------------|
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| Gram negativo | 98% (96-99%,N=256) | 96% (95-98%,N=684) | 0% (0-10%,N=35) | 96% (94-97%,N=686) |
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| Gram positivo | 0% (0-1%,N=436) | 63% (60-66%,N=1170) | 0% (0-1%,N=436) | 34% (31-38%,N=665) |
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| Gram-negative | 98% (96-99%,N=256) | 96% (95-98%,N=684) | 0% (0-10%,N=35) | 96% (94-97%,N=686) |
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| Gram-positive | 0% (0-1%,N=436) | 63% (60-66%,N=1170) | 0% (0-1%,N=436) | 34% (31-38%,N=665) |
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#### Combined Antibiogram
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