Package: trackclean 0.1.0
Tomas Bilevicius
trackclean: Tools for Cleaning High-Frequency Real-Time Location Tracking Data
Provides data cleaning and preprocessing tools for high-frequency positional data from real-time location tracking systems (UWB, RFID, and similar technologies), with functions for ID mapping, time period marking, data standardization, and two-phase conditional gap interpolation. See Bilevicius (2026) <doi:10.5281/zenodo.20783488>.
Authors:
trackclean_0.1.0.tar.gz
trackclean_0.1.0.tar.gz(r-4.7-any)trackclean_0.1.0.tar.gz(r-4.6-any)
trackclean_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
trackclean/json (API)
| # Install 'trackclean' in R: |
| install.packages('trackclean', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tomasbil/trackclean/issues
Last updated from:07a6f5ba77. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 163 | ||
| source / vignettes | OK | 150 | ||
| linux-release-x86_64 | OK | 199 | ||
| wasm-release | OK | 154 |
Exports:%>%clean_playground_datafix_tag_replacementinterpolate_gapsmap_idsmark_time_periodsstandardize_to_seconds
Dependencies:bitbit64clicliprcpp11crayondplyrgenericsgluehmslifecyclelubridatemagrittrpillarpkgconfigprettyunitsprogressR6readrrlangtibbletidyselecttimechangetzdbutf8vctrsvroomwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Clean tracking data (complete pipeline) | clean_playground_data |
| Fix tag replacements in raw data | fix_tag_replacement |
| Interpolate gaps in location tracking data (two-phase approach) | interpolate_gaps |
| Map raw tracking IDs to standardized child IDs | map_ids |
| Mark time periods for analysis and bell time in raw data | mark_time_periods |
| Standardize location data to fixed time intervals | standardize_to_seconds |
