--- title: "Topic 8" date: "`r Sys.Date()`" output: beamer_presentation --- ```{r setup, include=FALSE} knitr::opts_chunk$set(echo = FALSE) # {cat, child="../README.md"} ``` ## Task Develop an R-based software, which will perform the following tasks: 1. download from the OpenSky Network online database the observations of the trajectory of a randomly selected aircraft on a randomly selected flight over at least five days, in uninterrupted continuity (1) 2. perform the selections in the graphical user interface (GUI) of your R script, 3. determine the characteristics of each trajectory according to the parameters: diffusion distance, straightness, duration of travel, mean travel velocity and fractal dimension (2), 4. using the R library trajr, (4) perform basic statistical analysis of the parameters of daily trajectories from (3): arithmetic mean, variance, quartiles, boxplot, estimate of the density function of the experimental statistical distribution, analyze and interpret them. ## Methodology 1. acquire data using the OpenSky API bindings in the `openSkies` R package 2. use `tcltk` and `shiny` for GUI and Web Interface 3. calculate required parameters using `trajr` 4. calculate descriptive statistics ## Contribution - extended functionality of the `openSkies` R package and created a merge request in the original repository - created a web app to display stats, density functions and boxplots --- ![web interface](web.png)