covid19.analytics2.1.3.3 package

Load and Analyze Live Data from the COVID-19 Pandemic

avecRentrez

function to query NCBI database servers using the "rentrex" library

badOption

bad argument error handling function

c19.fasta.data

function to obtain FASTA sequence of the SARS-CoV-2 virus

c19.genomic.data

function to obtain genomic data from SARS-CoV-2019

c19.NP_fasta.data

function to obtain FASTA seqs for nucleotides or proteins from SARS-Co...

c19.NPs.data

function to obtain data for nucleotides or proteins from SARS-CoV-2

c19.OWID.data

function to read data from OWID repos

c19.ptree.data

function to obtain "Tree of complete SARS-CoV-2 Sequences as obtained ...

c19.refGenome.data

function to obtain sequencing data grom NCBI Reference: https://www.nc...

checkGeoLoc

function to check the geographical location

chk.TS.data

auxiliary function to check whether a dataset is composed of time seri...

confBand

function to draw confidence bands, using generalized moving averages/s...

consistency.check

function that determines whether there are consistency issues within t...

covid19.Canada.data

function to import data for Canada as reported by Health Canada https:...

covid19.data

function to read "live" data from reported covid19 cases

covid19.genomic.data

main master (wrapper) function to obtain different types of genomic da...

covid19.JHU.data

function to read "live" data as reported by JHU's CCSE repository

covid19.testing.data

function to read data related to covid19 Testing from OWID repo

covid19.Toronto.data

function to import data from the city of Toronto, ON - Canada as repor...

covid19.Toronto_city.data

function to import data from the city of Toronto, ON - Canada as repor...

covid19.Toronto_OD.data

function to import data from the city of Toronto, ON - Canada as repor...

covid19.URL_csv.data

function to read CSV from URLs or local replicas

covid19.US.data

function to read the TimeSeries US detailed data

covid19.vaccination

function to read data related to covid19 vaccinations

covid19dashboard

covid19.analytics explorer dashboard

covid19Explorer

covid19.analytics explorer dashboard

data.checks

function to check for data integrity and data consistency

estimateRRs

estimate rolling rates for a given geographical location for an specif...

gen.glm.model

function to generate models using GLM

generate.SIR.model

function to generate a simple SIR (Susceptible-Infected-Recovered) mod...

genModel

function to generate models using Linear Regression "LM"

geographicalRegions

function to define continents and its constituent countries

getFile

auxiliary function to download files in a protected fashion, i.e. agai...

growth.rate

function to compute daily changes and "Growth Rates" per location; "Gr...

header

auxiliary fn to print "headers" adn 'titles'

header0

auxiliary fn to print "headers" adn 'titles'

integrity.check

function that determines whether there are integrity issues within the...

itrends

function to visualize trends in daily changes in time series data inte...

live.map

function to map cases in an interactive map

loadLibrary

auxiliary function to check and load an specific set of libraries

log.sc.setup

aux fn to create a log-scale pulldown option in plotly plots

movingFn

generic fn that computes the "fn" on a moving window

mrollingRates

function to compute a rolling fn (rate) of multiple quantities from TS...

mtrends

function to visualize different indicators for trends in daily changes...

nullify.data

remove inconsistencies from data by removing 'suspicious' entries

OWID.repos

function to define the OWID repos URLs

pandemics.data

function to retrieve historical pandemics data

pandemics.loaddata

internal function to retrieve historical data on pandemics

plt.SIR.model

function to plot the results from the SIR model fn

preProcessingData

auxiliary function to pre-process data per geographical location

print

method associated with 'report' objects

print.report

function associated to the 'report' object method

red.devel.ver

function to redirect users to install devel version from github

report.summary

function to summarize the current situation, will download the latest ...

report.Tor

function to obtain main indicators from Toronto data

rollingRate

function to compute a rolling fn of a TS data

select.per.loc

auxiliary function to select data based on geographical location

set.plt.canvas

auxiliary function to set the graphical layout

simple.SIR.ODE

Define an ODE system for a simple SIR model

single.trend

function to visualize different indicators for trends in daily changes...

sweep.SIR.models

function to perform a sweep of models and generate values of R0

totals.plt

function to plot total number of cases per day for different groups

tots.per.location

function to compute totals per location

X.covid19.genomic.data

function to obtain sequencing data grom NCBI Reference: https://www.nc...

Load and analyze updated time series worldwide data of reported cases for the Novel Coronavirus Disease (COVID-19) from different sources, including the Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE) data repository <https://github.com/CSSEGISandData/COVID-19>, "Our World in Data" <https://github.com/owid/> among several others. The datasets reporting the COVID-19 cases are available in two main modalities, as a time series sequences and aggregated data for the last day with greater spatial resolution. Several analysis, visualization and modelling functions are available in the package that will allow the user to compute and visualize total number of cases, total number of changes and growth rate globally or for an specific geographical location, while at the same time generating models using these trends; generate interactive visualizations and generate Susceptible-Infected-Recovered (SIR) model for the disease spread.

  • Maintainer: Marcelo Ponce
  • License: GPL (>= 2)
  • Last published: 2023-10-15