Load and Analyze Live Data from the COVID-19 Pandemic
function to query NCBI database servers using the "rentrex" library
bad argument error handling function
function to obtain FASTA sequence of the SARS-CoV-2 virus
function to obtain genomic data from SARS-CoV-2019
function to obtain FASTA seqs for nucleotides or proteins from SARS-Co...
function to obtain data for nucleotides or proteins from SARS-CoV-2
function to read data from OWID repos
function to obtain "Tree of complete SARS-CoV-2 Sequences as obtained ...
function to obtain sequencing data grom NCBI Reference: https://www.nc...
function to check the geographical location
auxiliary function to check whether a dataset is composed of time seri...
function to draw confidence bands, using generalized moving averages/s...
function that determines whether there are consistency issues within t...
function to import data for Canada as reported by Health Canada https:...
function to read "live" data from reported covid19 cases
main master (wrapper) function to obtain different types of genomic da...
function to read "live" data as reported by JHU's CCSE repository
function to read data related to covid19 Testing from OWID repo
function to import data from the city of Toronto, ON - Canada as repor...
function to import data from the city of Toronto, ON - Canada as repor...
function to import data from the city of Toronto, ON - Canada as repor...
function to read CSV from URLs or local replicas
function to read the TimeSeries US detailed data
function to read data related to covid19 vaccinations
covid19.analytics explorer dashboard
covid19.analytics explorer dashboard
function to check for data integrity and data consistency
estimate rolling rates for a given geographical location for an specif...
function to generate models using GLM
function to generate a simple SIR (Susceptible-Infected-Recovered) mod...
function to generate models using Linear Regression "LM"
function to define continents and its constituent countries
auxiliary function to download files in a protected fashion, i.e. agai...
function to compute daily changes and "Growth Rates" per location; "Gr...
auxiliary fn to print "headers" adn 'titles'
auxiliary fn to print "headers" adn 'titles'
function that determines whether there are integrity issues within the...
function to visualize trends in daily changes in time series data inte...
function to map cases in an interactive map
auxiliary function to check and load an specific set of libraries
aux fn to create a log-scale pulldown option in plotly plots
generic fn that computes the "fn" on a moving window
function to compute a rolling fn (rate) of multiple quantities from TS...
function to visualize different indicators for trends in daily changes...
remove inconsistencies from data by removing 'suspicious' entries
function to define the OWID repos URLs
function to retrieve historical pandemics data
internal function to retrieve historical data on pandemics
function to plot the results from the SIR model fn
auxiliary function to pre-process data per geographical location
method associated with 'report' objects
function associated to the 'report' object method
function to redirect users to install devel version from github
function to summarize the current situation, will download the latest ...
function to obtain main indicators from Toronto data
function to compute a rolling fn of a TS data
auxiliary function to select data based on geographical location
auxiliary function to set the graphical layout
Define an ODE system for a simple SIR model
function to visualize different indicators for trends in daily changes...
function to perform a sweep of models and generate values of R0
function to plot total number of cases per day for different groups
function to compute totals per location
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.
Useful links