Initial Commit
This commit is contained in:
eneller
63
.gitignore
vendored
Normal file
63
.gitignore
vendored
Normal file
@@ -0,0 +1,63 @@
|
||||
# Created by https://www.toptal.com/developers/gitignore/api/R
|
||||
# Edit at https://www.toptal.com/developers/gitignore?templates=R
|
||||
|
||||
### R ###
|
||||
# History files
|
||||
.Rhistory
|
||||
.Rapp.history
|
||||
|
||||
# Session Data files
|
||||
.RData
|
||||
.RDataTmp
|
||||
|
||||
# User-specific files
|
||||
.Ruserdata
|
||||
|
||||
# Example code in package build process
|
||||
*-Ex.R
|
||||
|
||||
# Output files from R CMD build
|
||||
/*.tar.gz
|
||||
|
||||
# Output files from R CMD check
|
||||
/*.Rcheck/
|
||||
|
||||
# RStudio files
|
||||
.Rproj.user/
|
||||
|
||||
# produced vignettes
|
||||
vignettes/*.html
|
||||
vignettes/*.pdf
|
||||
|
||||
# OAuth2 token, see https://github.com/hadley/httr/releases/tag/v0.3
|
||||
.httr-oauth
|
||||
|
||||
# knitr and R markdown default cache directories
|
||||
*_cache/
|
||||
/cache/
|
||||
|
||||
# Temporary files created by R markdown
|
||||
*.utf8.md
|
||||
*.knit.md
|
||||
|
||||
# R Environment Variables
|
||||
.Renviron
|
||||
|
||||
# pkgdown site
|
||||
docs/
|
||||
|
||||
# translation temp files
|
||||
po/*~
|
||||
|
||||
# RStudio Connect folder
|
||||
rsconnect/
|
||||
|
||||
### R.Bookdown Stack ###
|
||||
# R package: bookdown caching files
|
||||
/*_files/
|
||||
|
||||
# End of https://www.toptal.com/developers/gitignore/api/R
|
||||
|
||||
*.pdf
|
||||
*.html
|
||||
bib
|
||||
23
README.md
Normal file
23
README.md
Normal file
@@ -0,0 +1,23 @@
|
||||
# TOPIC 8
|
||||
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, perform the selections in the graphical user interface (GUI) of your R script,
|
||||
2. determine the characteristics of each trajectory according to the parameters: diffusion distance, straightness, duration of travel, mean travel velocity and fractal dimension, 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.
|
||||
4. Demonstrate the
|
||||
application of the developed software support on a selected example of use. In the final project report,
|
||||
describe the problem, describe the method and the developed software support in the R environment,
|
||||
present and interpret the results, and form a conclusion.
|
||||
|
||||
## Resources
|
||||
1. [The OpenSky Network. (2025). Internet archive of observed aircraft trajectories.](https://opensky-network.org/datasets/states/)
|
||||
2. [Schäfer, M, Strohmeier, M, Lenders, V, Martinovic, I, Wilhelm, M. (2014). Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research. In Proceedings of the 13th IEEE/ACM International Symposium on Information Processing in Sensor Networks (IPSN), pages 83-94.](https://opensky-network.org/files/publications/ipsn2014.pdf)
|
||||
3. [Zheng, Y. (2015). Trajectory Data Mining: An Overview. ACM Transactions on Intelligent Systems and Technology, 61(3), 1–41.](https://doi.org/10.1145/2743025)
|
||||
4. [Thulin, M. (2025). Modern Statistics with R: From wrangling and exploring data to inference and predictive modelling. CRC Press. Boca Raton, Fl.](https://modernstatisticswithr.com/)
|
||||
5. [McLean, D J, and Skowron Volponi, M A. (2018). trajr: An R package for characterisation of animal trajectories. Ethology, 124, 440–448.](https://doi.org/10.1111/eth.12739)
|
||||
|
||||
## Setup
|
||||
Use [renv](https://rstudio.github.io/renv/articles/renv.html) to install the correct dependencies using
|
||||
```R
|
||||
renv::restore()
|
||||
```
|
||||
13
proj-lbs.Rproj
Normal file
13
proj-lbs.Rproj
Normal file
@@ -0,0 +1,13 @@
|
||||
Version: 1.0
|
||||
|
||||
RestoreWorkspace: Default
|
||||
SaveWorkspace: Default
|
||||
AlwaysSaveHistory: Default
|
||||
|
||||
EnableCodeIndexing: Yes
|
||||
UseSpacesForTab: Yes
|
||||
NumSpacesForTab: 2
|
||||
Encoding: UTF-8
|
||||
|
||||
RnwWeave: Sweave
|
||||
LaTeX: pdfLaTeX
|
||||
67
renv.lock
Normal file
67
renv.lock
Normal file
@@ -0,0 +1,67 @@
|
||||
{
|
||||
"R": {
|
||||
"Version": "4.5.2",
|
||||
"Repositories": [
|
||||
{
|
||||
"Name": "CRAN",
|
||||
"URL": "https://packagemanager.posit.co/cran/latest"
|
||||
}
|
||||
]
|
||||
},
|
||||
"Packages": {
|
||||
"renv": {
|
||||
"Package": "renv",
|
||||
"Version": "1.1.5",
|
||||
"Source": "Repository",
|
||||
"Type": "Package",
|
||||
"Title": "Project Environments",
|
||||
"Authors@R": "c( person(\"Kevin\", \"Ushey\", role = c(\"aut\", \"cre\"), email = \"kevin@rstudio.com\", comment = c(ORCID = \"0000-0003-2880-7407\")), person(\"Hadley\", \"Wickham\", role = c(\"aut\"), email = \"hadley@rstudio.com\", comment = c(ORCID = \"0000-0003-4757-117X\")), person(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\")) )",
|
||||
"Description": "A dependency management toolkit for R. Using 'renv', you can create and manage project-local R libraries, save the state of these libraries to a 'lockfile', and later restore your library as required. Together, these tools can help make your projects more isolated, portable, and reproducible.",
|
||||
"License": "MIT + file LICENSE",
|
||||
"URL": "https://rstudio.github.io/renv/, https://github.com/rstudio/renv",
|
||||
"BugReports": "https://github.com/rstudio/renv/issues",
|
||||
"Imports": [
|
||||
"utils"
|
||||
],
|
||||
"Suggests": [
|
||||
"BiocManager",
|
||||
"cli",
|
||||
"compiler",
|
||||
"covr",
|
||||
"cpp11",
|
||||
"devtools",
|
||||
"generics",
|
||||
"gitcreds",
|
||||
"jsonlite",
|
||||
"jsonvalidate",
|
||||
"knitr",
|
||||
"miniUI",
|
||||
"modules",
|
||||
"packrat",
|
||||
"pak",
|
||||
"R6",
|
||||
"remotes",
|
||||
"reticulate",
|
||||
"rmarkdown",
|
||||
"rstudioapi",
|
||||
"shiny",
|
||||
"testthat",
|
||||
"uuid",
|
||||
"waldo",
|
||||
"yaml",
|
||||
"webfakes"
|
||||
],
|
||||
"Encoding": "UTF-8",
|
||||
"RoxygenNote": "7.3.2",
|
||||
"VignetteBuilder": "knitr",
|
||||
"Config/Needs/website": "tidyverse/tidytemplate",
|
||||
"Config/testthat/edition": "3",
|
||||
"Config/testthat/parallel": "true",
|
||||
"Config/testthat/start-first": "bioconductor,python,install,restore,snapshot,retrieve,remotes",
|
||||
"NeedsCompilation": "no",
|
||||
"Author": "Kevin Ushey [aut, cre] (ORCID: <https://orcid.org/0000-0003-2880-7407>), Hadley Wickham [aut] (ORCID: <https://orcid.org/0000-0003-4757-117X>), Posit Software, PBC [cph, fnd]",
|
||||
"Maintainer": "Kevin Ushey <kevin@rstudio.com>",
|
||||
"Repository": "CRAN"
|
||||
}
|
||||
}
|
||||
}
|
||||
7
renv/.gitignore
vendored
Normal file
7
renv/.gitignore
vendored
Normal file
@@ -0,0 +1,7 @@
|
||||
library/
|
||||
local/
|
||||
cellar/
|
||||
lock/
|
||||
python/
|
||||
sandbox/
|
||||
staging/
|
||||
1334
renv/activate.R
Normal file
1334
renv/activate.R
Normal file
File diff suppressed because it is too large
Load Diff
19
renv/settings.json
Normal file
19
renv/settings.json
Normal file
@@ -0,0 +1,19 @@
|
||||
{
|
||||
"bioconductor.version": null,
|
||||
"external.libraries": [],
|
||||
"ignored.packages": [],
|
||||
"package.dependency.fields": [
|
||||
"Imports",
|
||||
"Depends",
|
||||
"LinkingTo"
|
||||
],
|
||||
"ppm.enabled": null,
|
||||
"ppm.ignored.urls": [],
|
||||
"r.version": null,
|
||||
"snapshot.type": "implicit",
|
||||
"use.cache": true,
|
||||
"vcs.ignore.cellar": true,
|
||||
"vcs.ignore.library": true,
|
||||
"vcs.ignore.local": true,
|
||||
"vcs.manage.ignores": true
|
||||
}
|
||||
Reference in New Issue
Block a user