The goal of ozdates is to provide historical data of important Australian dates to help with data analysis and time series modelling. (Author, maintainer)
Australian Government Bureau of Meteorology (BOM) Data from R. Provides functions to interface with Australian Government Bureau of Meteorology (BOM) data, fetching data and returning a tidy data frame of précis forecasts, current weather data from stations, ag information bulletins, historical weather data or a raster::stack() object of satellite imagery from GeoTIFF files. (Co-Author 2018)
A system for human guided interactive cluster analysis using Gaussian Mixture Modelling. This system allows user in the loop analysis and performs cycling through a range of model based clustering formulations. The interface builds a decision tree from the results to allow for real time interpretation.
Statistical AB testing tool. This Shiny App performs a two sample test of proportions using the chi-squared method. The results are translated into easily interpretable text and charts for non-technical users.
Defiblocator is an open source data visualisation project to map the location of life saving defibrillators and enable analysis of a community maintained dataset.
Interactive text sentiment and word cloud generator Shiny app. This uses the tidytext framework and performs real time emotional sentiment analysis and produces a wordcloud.
Call centre resourcing optimisation tool. This tool calculates the number of agents required to staff a call centre queue based on the Erlang C traffic formula.