A shiny app that enables the user to plot the word frequency distribution and see if it fits the Zipf distribution. Uses the poweRlaw package.
Currently the plotter accepts raw text (.txt) files and graphs the word frequencies on a frequency-rank graph. It analyzes the distribution of word frequencies of the given text and subsequently plots a CDF graph showing the best fit line. The estimated parameters of the distribution are shown and a p-value is calculated to find out whether the word frequency data obtained from the input file can be estimated using the Zipf distribution.
You can find the working webapp here: https://martina-jireckova.shinyapps.io/Zipf-plotter/