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Overview

covid19dbcand is a smaller version from dbdataset package that contains different tibbles that constitute the dataset parsed from DrugBank.

The dataset was extracted from the DrugBank XML database via dbparser R package.

This dataset dedicated to covid-19 potential drugs in Drugbank.

It can be used for conveniently exploring and analyzing the contents of the DrugBank database. The dataset is also intended to assist in drug discovery endeavors that plan to make use of the DrugBank database.

Moreover; it also can be used to in Machine Learning in many sub-fields such as:

  • Natural Language Processing (NLP)
  • Web Scrapping
  • Visualization

Installation

As the package size exceeds the limit set by CRAN, it will be hosted on Github only for now. Hence, it could be installed via the following command.

install.packages(covid19dbcand)

The datasets will then be available after running the following command:

library(covid19dbcand)

Used Versions

  • dbparser: 1.2.0
  • Drugbank: 5.1.7

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Think covid19dbcand is useful? Let others discover it, by telling them in person, via Twitter or a blog post.

Using covid19dbcand for a paper you are writing? Consider citing it

citation("covid19dbcand")
#> Warning in citation("covid19dbcand"): no date field in DESCRIPTION file of
#> package 'covid19dbcand'
#> Warning in citation("covid19dbcand"): could not determine year for
#> 'covid19dbcand' from package DESCRIPTION file
#> 
#> To cite package 'covid19dbcand' in publications use:
#> 
#>   Mohammed Ali (NA). covid19dbcand: Selected 'Drugbank' Drugs for
#>   COVID-19 Treatment Related Data in R Format. R package version 0.1.1.
#>   https://github.com/MohammedFCIS/covid19dbcand
#> 
#> A BibTeX entry for LaTeX users is
#> 
#>   @Manual{,
#>     title = {covid19dbcand: Selected 'Drugbank' Drugs for COVID-19 Treatment Related Data in R Format},
#>     author = {Mohammed Ali},
#>     note = {R package version 0.1.1},
#>     url = {https://github.com/MohammedFCIS/covid19dbcand},
#>   }

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Version

Install

install.packages('covid19dbcand')

Monthly Downloads

137

Version

0.1.1

License

CC0

Issues

Pull Requests

Stars

Forks

Maintainer

Last Published

August 26th, 2020

Functions in covid19dbcand (0.1.1)

ATC_Codes_Drug

Drug related ATC Codes
Enzymes_Pathway_Drug

Pathway Enzymes Enzymes involved in this pathway.
AHFS_Codes_Drug

The American Hospital Formulary Service (AHFS) identifier for Drugs
Drugs_Pathway_Drug

Pathway Drugs Pathway Drugs Each drug may have one or more pathway and vise versa
Categories_Drug

Drug Categories General categorizations of the drug
Affected_Organisms_Drug

Drug related Affected Organisms
Dosages_Drug

Drug Dosages A list of the commercially available dosages of the drug.
Classifications_Drug

Drug Classification
Calculated_Properties_Drug

Drug Calculated Properties
Drugs

Drugs
Groups_Drug

Drug Groups
External_Links_Drug

Drugs External Links.
Pharmacology

Drug Pharmacology
Pathways_Drug

Drug Pathways
Enzymes_Reactions_Drug

Drug Reactions Enzymes Enzymes involved in metabolizing this drug.
ext_id

External Identifiers for Drugs/ Carriers/ Enzymes/ Targets/ Transporters
Experimental_Properties_Drug

Drug Experimental Properties
go

Carriers/ Enzymes/ Targets/ Transporters related Gene Ontology (GO)
Packagers_Drug

Drug Packagers
Patents_Drug

Drug Patent
Food_Interactions_Drug

Drug Food Interactions
Sequences_Drug

Drug Sequences
Salts_Drug

Drug Salts
Interactions_Drug

#' Drug Interactions
Mixtures_Drug

Drug Mixture
SNP_Effects_Drug

Drug SNP Effects
pfam

PFAMs
attachments

Drugs/ Carriers/ Enzymes/ Targets/ Transporters Attachments
Synonyms_Drug

Drugs Synonyms
International_Brands_Drug

Drug International Brands
links

Drugs/ Carriers/ Enzymes/ Targets/ Transporters related Links
books

Drugs/ Carriers/ Enzymes/ Targets/ Transporters related Books
PDB_Entries_Drug

Drug PDB Entries
actions

Drug Carriers/ Enzymes/ Targets/ Transporters related Actions
Reactions_Drug

Drug Reactions
poly_syn

Polypeptide Synonyms
SNP_Adverse_Drug_Reactions_Drug

SNP Adverse Drug Reactions
articles

Drugs/ Carriers/ Enzymes/ Targets/ Transporters related Articles
polypeptide

Polypeptide
Manufacturers_Drug

Drug Manufacturers
Products_Drug

Drug Products
covid19dbcand

covid19dbcand: A data package that contains different datasets extracted from DrugBank xml database.
cett

Carriers/ Enzymes/ Targets/ Transporters
Prices_Drug

Drug Prices