45 lines
1.5 KiB
Plaintext
45 lines
1.5 KiB
Plaintext
---
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title: "Topic 8"
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date: "`r Sys.Date()`"
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output: beamer_presentation
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---
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```{r setup, include=FALSE}
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knitr::opts_chunk$set(echo = FALSE)
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# {cat, child="../README.md"}
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```
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## Task
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Develop an R-based software, which will perform the following tasks:
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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)
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2. perform the selections in the graphical user interface (GUI) of your R script,
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3. determine the characteristics of each trajectory according to the parameters: diffusion distance, straightness, duration of travel, mean travel velocity and fractal dimension (2),
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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.
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## Methodology
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1. acquire data using the OpenSky API bindings in the `openSkies` R package
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2. use `tcltk` and `shiny` for GUI and Web Interface
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3. show an interactive map using leaflet
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4. calculate required parameters using `trajr`
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5. calculate descriptive statistics
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## Contribution
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- extended functionality of the `openSkies` R package and created a merge request in the original repository
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- created a web app to display stats, density functions and boxplots
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---
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