Antimicrobial Resistance Data Analysis


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Documentation for package ‘AMR’ version 2.1.1

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A B C D E F G I J K L M N O P Q R S T U W X misc

-- A --

ab Transform Input to an Antibiotic ID
ab_atc Get Properties of an Antibiotic
ab_atc_group1 Get Properties of an Antibiotic
ab_atc_group2 Get Properties of an Antibiotic
ab_cid Get Properties of an Antibiotic
ab_class Antibiotic Selectors
ab_ddd Get Properties of an Antibiotic
ab_ddd_units Get Properties of an Antibiotic
ab_from_text Retrieve Antimicrobial Drug Names and Doses from Clinical Text
ab_group Get Properties of an Antibiotic
ab_info Get Properties of an Antibiotic
ab_loinc Get Properties of an Antibiotic
ab_name Get Properties of an Antibiotic
ab_property Get Properties of an Antibiotic
ab_selector Antibiotic Selectors
ab_synonyms Get Properties of an Antibiotic
ab_tradenames Get Properties of an Antibiotic
ab_url Get Properties of an Antibiotic
add_custom_antimicrobials Add Custom Antimicrobials
add_custom_microorganisms Add Custom Microorganisms
administrable_iv Antibiotic Selectors
administrable_per_os Antibiotic Selectors
age Age in Years of Individuals
age_groups Split Ages into Age Groups
all_antimicrobials (Key) Antimicrobials for First Weighted Isolates
aminoglycosides Antibiotic Selectors
aminopenicillins Antibiotic Selectors
amr_distance_from_row Calculate the Mean AMR Distance
antibiogram Generate Antibiogram: Traditional, Combined, Syndromic, or Weighted-Incidence Syndromic Combination (WISCA)
antibiotics Data Sets with 603 Antimicrobial Drugs
antibiotic_class_selectors Antibiotic Selectors
antifungals Antibiotic Selectors
antimicrobials_equal (Key) Antimicrobials for First Weighted Isolates
antimycobacterials Antibiotic Selectors
antivirals Data Sets with 603 Antimicrobial Drugs
anti_join_microorganisms Join microorganisms to a Data Set
as.ab Transform Input to an Antibiotic ID
as.av Transform Input to an Antiviral Drug ID
as.disk Transform Input to Disk Diffusion Diameters
as.mic Transform Input to Minimum Inhibitory Concentrations (MIC)
as.mo Transform Arbitrary Input to Valid Microbial Taxonomy
as.sir Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
as.sir.data.frame Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
as.sir.disk Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
as.sir.mic Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
ATC Get Properties of an Antibiotic
atc_online_ddd Get ATC Properties from WHOCC Website
atc_online_ddd_units Get ATC Properties from WHOCC Website
atc_online_groups Get ATC Properties from WHOCC Website
atc_online_property Get ATC Properties from WHOCC Website
autoplot.antibiogram Generate Antibiogram: Traditional, Combined, Syndromic, or Weighted-Incidence Syndromic Combination (WISCA)
autoplot.disk Plotting for Classes 'sir', 'mic' and 'disk'
autoplot.mic Plotting for Classes 'sir', 'mic' and 'disk'
autoplot.resistance_predict Predict Antimicrobial Resistance
autoplot.sir Plotting for Classes 'sir', 'mic' and 'disk'
av Transform Input to an Antiviral Drug ID
availability Check Availability of Columns
av_atc Get Properties of an Antiviral Drug
av_cid Get Properties of an Antiviral Drug
av_ddd Get Properties of an Antiviral Drug
av_ddd_units Get Properties of an Antiviral Drug
av_from_text Retrieve Antiviral Drug Names and Doses from Clinical Text
av_group Get Properties of an Antiviral Drug
av_info Get Properties of an Antiviral Drug
av_loinc Get Properties of an Antiviral Drug
av_name Get Properties of an Antiviral Drug
av_property Get Properties of an Antiviral Drug
av_synonyms Get Properties of an Antiviral Drug
av_tradenames Get Properties of an Antiviral Drug
av_url Get Properties of an Antiviral Drug

-- B --

betalactams Antibiotic Selectors
BRMO Determine Multidrug-Resistant Organisms (MDRO)
brmo Determine Multidrug-Resistant Organisms (MDRO)
bug_drug_combinations Determine Bug-Drug Combinations

-- C --

carbapenems Antibiotic Selectors
cephalosporins Antibiotic Selectors
cephalosporins_1st Antibiotic Selectors
cephalosporins_2nd Antibiotic Selectors
cephalosporins_3rd Antibiotic Selectors
cephalosporins_4th Antibiotic Selectors
cephalosporins_5th Antibiotic Selectors
clear_custom_antimicrobials Add Custom Antimicrobials
clear_custom_microorganisms Add Custom Microorganisms
clinical_breakpoints Data Set with Clinical Breakpoints for SIR Interpretation
count Count Available Isolates
count_all Count Available Isolates
count_df Count Available Isolates
count_I Count Available Isolates
count_IR Count Available Isolates
count_R Count Available Isolates
count_resistant Count Available Isolates
count_S Count Available Isolates
count_SI Count Available Isolates
count_susceptible Count Available Isolates
custom_eucast_rules Define Custom EUCAST Rules
custom_mdro_guideline Determine Multidrug-Resistant Organisms (MDRO)

-- D --

disk Transform Input to Disk Diffusion Diameters
dosage Data Set with Treatment Dosages as Defined by EUCAST
droplevels.mic Transform Input to Minimum Inhibitory Concentrations (MIC)

-- E --

EUCAST Apply EUCAST Rules
eucast_dosage Apply EUCAST Rules
eucast_exceptional_phenotypes Determine Multidrug-Resistant Organisms (MDRO)
eucast_rules Apply EUCAST Rules
example_isolates Data Set with 2 000 Example Isolates
example_isolates_unclean Data Set with Unclean Data

-- F --

facet_sir AMR Plots with 'ggplot2'
filter_first_isolate Determine First Isolates
first_isolate Determine First Isolates
fluoroquinolones Antibiotic Selectors
format.bug_drug_combinations Determine Bug-Drug Combinations
fortify.disk Plotting for Classes 'sir', 'mic' and 'disk'
fortify.mic Plotting for Classes 'sir', 'mic' and 'disk'
fortify.sir Plotting for Classes 'sir', 'mic' and 'disk'
full_join_microorganisms Join microorganisms to a Data Set

-- G --

g.test _G_-test for Count Data
geom_sir AMR Plots with 'ggplot2'
get_AMR_locale Translate Strings from the AMR Package
get_episode Determine Clinical or Epidemic Episodes
get_mo_source User-Defined Reference Data Set for Microorganisms
ggplot_pca PCA Biplot with 'ggplot2'
ggplot_sir AMR Plots with 'ggplot2'
ggplot_sir_predict Predict Antimicrobial Resistance
glycopeptides Antibiotic Selectors
guess_ab_col Guess Antibiotic Column

-- I --

inner_join Join microorganisms to a Data Set
inner_join_microorganisms Join microorganisms to a Data Set
intrinsic_resistant Data Set with Bacterial Intrinsic Resistance
is.ab Transform Input to an Antibiotic ID
is.av Transform Input to an Antiviral Drug ID
is.disk Transform Input to Disk Diffusion Diameters
is.mic Transform Input to Minimum Inhibitory Concentrations (MIC)
is.mo Transform Arbitrary Input to Valid Microbial Taxonomy
is.sir Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
is_new_episode Determine Clinical or Epidemic Episodes
is_sir_eligible Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
italicise_taxonomy Italicise Taxonomic Families, Genera, Species, Subspecies
italicize_taxonomy Italicise Taxonomic Families, Genera, Species, Subspecies

-- J --

join Join microorganisms to a Data Set

-- K --

key_antimicrobials (Key) Antimicrobials for First Weighted Isolates
knit_print.antibiogram Generate Antibiogram: Traditional, Combined, Syndromic, or Weighted-Incidence Syndromic Combination (WISCA)
kurtosis Kurtosis of the Sample
kurtosis.data.frame Kurtosis of the Sample
kurtosis.default Kurtosis of the Sample
kurtosis.matrix Kurtosis of the Sample

-- L --

labels_sir_count AMR Plots with 'ggplot2'
left_join_microorganisms Join microorganisms to a Data Set
like Vectorised Pattern Matching with Keyboard Shortcut
lincosamides Antibiotic Selectors
lipoglycopeptides Antibiotic Selectors

-- M --

macrolides Antibiotic Selectors
MDR Determine Multidrug-Resistant Organisms (MDRO)
mdro Determine Multidrug-Resistant Organisms (MDRO)
mdr_cmi2012 Determine Multidrug-Resistant Organisms (MDRO)
mdr_tb Determine Multidrug-Resistant Organisms (MDRO)
mean_amr_distance Calculate the Mean AMR Distance
mean_amr_distance.data.frame Calculate the Mean AMR Distance
mean_amr_distance.sir Calculate the Mean AMR Distance
mic Transform Input to Minimum Inhibitory Concentrations (MIC)
microorganisms Data Set with 52 171 Microorganisms
microorganisms.codes Data Set with 4 957 Common Microorganism Codes
microorganisms.groups Data Set with 521 Microorganisms In Species Groups
mo Transform Arbitrary Input to Valid Microbial Taxonomy
mo_authors Get Properties of a Microorganism
mo_class Get Properties of a Microorganism
mo_cleaning_regex Transform Arbitrary Input to Valid Microbial Taxonomy
mo_current Get Properties of a Microorganism
mo_domain Get Properties of a Microorganism
mo_failures Transform Arbitrary Input to Valid Microbial Taxonomy
mo_family Get Properties of a Microorganism
mo_fullname Get Properties of a Microorganism
mo_gbif Get Properties of a Microorganism
mo_genus Get Properties of a Microorganism
mo_gramstain Get Properties of a Microorganism
mo_info Get Properties of a Microorganism
mo_is_anaerobic Get Properties of a Microorganism
mo_is_gram_negative Get Properties of a Microorganism
mo_is_gram_positive Get Properties of a Microorganism
mo_is_intrinsic_resistant Get Properties of a Microorganism
mo_is_yeast Get Properties of a Microorganism
mo_kingdom Get Properties of a Microorganism
mo_lpsn Get Properties of a Microorganism
mo_matching_score Calculate the Matching Score for Microorganisms
mo_name Get Properties of a Microorganism
mo_order Get Properties of a Microorganism
mo_oxygen_tolerance Get Properties of a Microorganism
mo_pathogenicity Get Properties of a Microorganism
mo_phylum Get Properties of a Microorganism
mo_property Get Properties of a Microorganism
mo_rank Get Properties of a Microorganism
mo_ref Get Properties of a Microorganism
mo_renamed Transform Arbitrary Input to Valid Microbial Taxonomy
mo_reset_session Transform Arbitrary Input to Valid Microbial Taxonomy
mo_shortname Get Properties of a Microorganism
mo_snomed Get Properties of a Microorganism
mo_source User-Defined Reference Data Set for Microorganisms
mo_species Get Properties of a Microorganism
mo_status Get Properties of a Microorganism
mo_subspecies Get Properties of a Microorganism
mo_synonyms Get Properties of a Microorganism
mo_taxonomy Get Properties of a Microorganism
mo_type Get Properties of a Microorganism
mo_uncertainties Transform Arbitrary Input to Valid Microbial Taxonomy
mo_url Get Properties of a Microorganism
mo_year Get Properties of a Microorganism
mrgn Determine Multidrug-Resistant Organisms (MDRO)

-- N --

NA_disk_ Transform Input to Disk Diffusion Diameters
NA_mic_ Transform Input to Minimum Inhibitory Concentrations (MIC)
NA_sir_ Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
not_intrinsic_resistant Antibiotic Selectors
n_sir Count Available Isolates

-- O --

oxazolidinones Antibiotic Selectors

-- P --

pca Principal Component Analysis (for AMR)
PDR Determine Multidrug-Resistant Organisms (MDRO)
penicillins Antibiotic Selectors
plot Plotting for Classes 'sir', 'mic' and 'disk'
plot.antibiogram Generate Antibiogram: Traditional, Combined, Syndromic, or Weighted-Incidence Syndromic Combination (WISCA)
plot.disk Plotting for Classes 'sir', 'mic' and 'disk'
plot.mic Plotting for Classes 'sir', 'mic' and 'disk'
plot.resistance_predict Predict Antimicrobial Resistance
plot.sir Plotting for Classes 'sir', 'mic' and 'disk'
polymyxins Antibiotic Selectors
portion Calculate Antimicrobial Resistance
proportion Calculate Antimicrobial Resistance
proportion_df Calculate Antimicrobial Resistance
proportion_I Calculate Antimicrobial Resistance
proportion_IR Calculate Antimicrobial Resistance
proportion_R Calculate Antimicrobial Resistance
proportion_S Calculate Antimicrobial Resistance
proportion_SI Calculate Antimicrobial Resistance

-- Q --

quinolones Antibiotic Selectors

-- R --

random Random MIC Values/Disk Zones/SIR Generation
random_disk Random MIC Values/Disk Zones/SIR Generation
random_mic Random MIC Values/Disk Zones/SIR Generation
random_sir Random MIC Values/Disk Zones/SIR Generation
reset_AMR_locale Translate Strings from the AMR Package
resistance Calculate Antimicrobial Resistance
resistance_predict Predict Antimicrobial Resistance
right_join_microorganisms Join microorganisms to a Data Set

-- S --

scale_sir_colours AMR Plots with 'ggplot2'
scale_y_percent AMR Plots with 'ggplot2'
semi_join_microorganisms Join microorganisms to a Data Set
set_ab_names Get Properties of an Antibiotic
set_AMR_locale Translate Strings from the AMR Package
set_mo_source User-Defined Reference Data Set for Microorganisms
sir Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
sir_confidence_interval Calculate Antimicrobial Resistance
sir_df Calculate Antimicrobial Resistance
sir_interpretation_history Translate MIC and Disk Diffusion to SIR, or Clean Existing SIR Data
sir_predict Predict Antimicrobial Resistance
skewness Skewness of the Sample
skewness.data.frame Skewness of the Sample
skewness.default Skewness of the Sample
skewness.matrix Skewness of the Sample
streptogramins Antibiotic Selectors
susceptibility Calculate Antimicrobial Resistance

-- T --

tetracyclines Antibiotic Selectors
theme_sir AMR Plots with 'ggplot2'
translate Translate Strings from the AMR Package
translate_AMR Translate Strings from the AMR Package
trimethoprims Antibiotic Selectors

-- U --

ureidopenicillins Antibiotic Selectors

-- W --

WHOCC WHOCC: WHO Collaborating Centre for Drug Statistics Methodology
WHONET Data Set with 500 Isolates - WHONET Example

-- X --

XDR Determine Multidrug-Resistant Organisms (MDRO)

-- misc --

%like% Vectorised Pattern Matching with Keyboard Shortcut
%like_case% Vectorised Pattern Matching with Keyboard Shortcut
%unlike% Vectorised Pattern Matching with Keyboard Shortcut
%unlike_case% Vectorised Pattern Matching with Keyboard Shortcut
3MRGN Determine Multidrug-Resistant Organisms (MDRO)
4MRGN Determine Multidrug-Resistant Organisms (MDRO)