Package: trackeR 1.6.0
Ioannis Kosmidis
trackeR: Infrastructure for Running, Cycling and Swimming Data from GPS-Enabled Tracking Devices
Provides infrastructure for handling running, cycling and swimming data from GPS-enabled tracking devices within R. The package provides methods to extract, clean and organise workout and competition data into session-based and unit-aware data objects of class 'trackeRdata' (S3 class). The information can then be visualised, summarised, and analysed through flexible and extensible methods. Frick and Kosmidis (2017) <doi:10.18637/jss.v082.i07>, which is updated and maintained as one of the vignettes, provides detailed descriptions of the package and its methods, and real-data demonstrations of the package functionality.
Authors:
trackeR_1.6.0.tar.gz
trackeR_1.6.0.zip(r-4.5)trackeR_1.6.0.zip(r-4.4)trackeR_1.6.0.zip(r-4.3)
trackeR_1.6.0.tgz(r-4.4-any)trackeR_1.6.0.tgz(r-4.3-any)
trackeR_1.6.0.tar.gz(r-4.5-noble)trackeR_1.6.0.tar.gz(r-4.4-noble)
trackeR_1.6.0.tgz(r-4.4-emscripten)trackeR_1.6.0.tgz(r-4.3-emscripten)
trackeR.pdf |trackeR.html✨
trackeR/json (API)
NEWS
| # Install 'trackeR' in R: |
| install.packages('trackeR', repos = c('https://trackerproject.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/trackerproject/tracker/issues
Last updated 11 months agofrom:1090d4eee9. Checks:ERROR: 1 WARNING: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | FAIL | Nov 20 2024 |
| R-4.5-win | WARNING | Nov 20 2024 |
| R-4.5-linux | WARNING | Nov 20 2024 |
| R-4.4-win | WARNING | Nov 20 2024 |
| R-4.4-mac | WARNING | Nov 20 2024 |
| R-4.3-win | WARNING | Nov 20 2024 |
| R-4.3-mac | WARNING | Nov 20 2024 |
Exports:appendbpm2bpmC2CC2Fchange_unitschangeUnitscollect_unitscompute_breakscompute_limitsconcentration_profileconcentrationProfiledecreasing_smootherdecreasingSmootherdegree2degreedistribution_profiledistributionProfileF2CF2Ffind_unit_reference_sportfortify_conProfilefortify_distrProfilefortify_trackeRdatafortify_trackeRdataSummaryfortify_trackeRWprimeft_per_min2ft_per_minft_per_min2ft_per_sft_per_min2km_per_hft_per_min2km_per_minft_per_min2m_per_sft_per_min2mi_per_hft_per_min2mi_per_minft_per_s2ft_per_minft_per_s2ft_per_sft_per_s2km_per_hft_per_s2km_per_minft_per_s2m_per_sft_per_s2mi_per_hft_per_s2mi_per_minft2ftft2kmft2mft2mifunPCAGC2trackeRdatagenerate_thresholdsgenerate_unitsgenerateBaseUnitsgenerateDefaultThresholdsget_operationsget_profileget_resting_periodsget_sportget_unitsgetOperationsgetUnitsh_per_km2min_per_kmh_per_km2min_per_mih_per_mi2min_per_kmh_per_mi2min_per_mih2hh2minh2simputeSpeedskm_per_h2ft_per_minkm_per_h2ft_per_skm_per_h2km_per_hkm_per_h2km_per_minkm_per_h2m_per_skm_per_h2mi_per_hkm_per_h2mi_per_minkm_per_min2ft_per_minkm_per_min2ft_per_skm_per_min2km_per_hkm_per_min2km_per_minkm_per_min2m_per_skm_per_min2mi_per_hkm_per_min2mi_per_minkm2ftkm2kmkm2mkm2mikW2kWkW2Wleaflet_routeleafletRoutem_per_min2m_per_minm_per_min2m_per_sm_per_s2ft_per_minm_per_s2ft_per_sm_per_s2km_per_hm_per_s2km_per_minm_per_s2m_per_minm_per_s2m_per_sm_per_s2mi_per_hm_per_s2mi_per_minm2ftm2kmm2mm2mimi_per_h2ft_per_minmi_per_h2ft_per_smi_per_h2km_per_hmi_per_h2km_per_minmi_per_h2m_per_smi_per_h2mi_per_hmi_per_h2mi_per_minmi_per_min2ft_per_minmi_per_min2ft_per_smi_per_min2km_per_hmi_per_min2km_per_minmi_per_min2m_per_smi_per_min2mi_per_hmi_per_min2mi_per_minmi2ftmi2kmmi2mmi2mimin_per_ft2min_per_kmmin_per_ft2min_per_mimin_per_km2min_per_kmmin_per_km2min_per_mimin_per_km2s_per_mmin_per_mi2min_per_kmmin_per_mi2min_per_mimin_per_mi2s_per_mmin2hmin2minmin2snsessionsplot_routeplotRouteprepare_routeprettifyUnitprettifyUnitsprofile2fdread_containerread_directoryreadContainerreadDB3readDirectoryreadGPXreadJSONreadTCXrestingPeriodsrev_per_min2rev_per_minrev_per_min2steps_per_minridgess_per_m2min_per_kms_per_m2min_per_mis_per_m2s_per_ms2hs2mins2sscaledsession_durationsession_timessmoothersmoother_control.distrProfilesmoother_control.trackeRdatasmootherControl.distrProfilesmootherControl.trackeRdatasteps_per_min2rev_per_minsteps_per_min2steps_per_minthresholdtimelinetrackeRdataW2kWW2WWexpWprimezones
Dependencies:ashaskpassbase64encbitbit64bitopsblobbslibcachemcliclustercodetoolscolorspacecpp11crosstalkcurlDBIdeSolvedigestdplyrevaluatefansifarverfastmapfdafdsFNNfontawesomeforeachfsgenericsggmapggplot2ggridgesgluegridExtragtablehdrcdehighrhtmltoolshtmlwidgetshttrisobanditeratorsjpegjquerylibjsonlitekernlabKernSmoothknitrkslabelinglatticelazyevalleafletleaflet.providerslifecyclelocfitmagrittrMASSMatrixmclustmemoisemgcvmimemulticoolmunsellmvtnormnlmeopensslpcaPPpillarpkgconfigplogrplyrpngpracmapurrrR6rainbowrappdirsrasterRColorBrewerRcppRCurlrlangrmarkdownRSQLitesassscalesscamspstringistringrsysterratibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxml2yamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generic function for appending data to existing files | append |
| Append training sessions to existing file | append.trackeRdata |
| Transform concentration profile to distribution profile. | c2d |
| Generic function for changing the units of measurement | changeUnits change_units |
| Change the units of the variables in an 'conProfile' object | change_units.conProfile |
| Change the units of the variables in an 'distrProfile' object | change_units.distrProfile |
| Change the units of the variables in an 'trackeRdata' object | change_units.trackeRdata |
| Change the units of the variables in an 'trackeRdataSummary' object | change_units.trackeRdataSummary |
| Change the units of the variables in an 'trackeRdataZones' object | change_units.trackeRdataZones |
| Change the units of the variables in an 'trackeRthresholds' object | change_units.trackeRthresholds |
| Change the units of the variables in an 'trackeRWprime' object | change_units.trackeRWprime |
| Collect units from the result of 'generate_units' | collect_units |
| Compute a grid of breakpoints per variable from a 'trackeRdata' object. | compute_breaks |
| Compute variable limits from a 'trackeRdata' object. | compute_limits |
| Generic method for concentration profiles | concentrationProfile concentration_profile |
| Generate training concentration profiles. | concentration_profile.distrProfile concentration_profile.trackeRdata conProfile |
| Auxiliary conversion functions | bpm2bpm C2C C2F conversions degree2degree F2C F2F ft2ft ft2km ft2m ft2mi ft_per_min2ft_per_min ft_per_min2ft_per_s ft_per_min2km_per_h ft_per_min2km_per_min ft_per_min2mi_per_h ft_per_min2mi_per_min ft_per_min2m_per_s ft_per_s2ft_per_min ft_per_s2ft_per_s ft_per_s2km_per_h ft_per_s2km_per_min ft_per_s2mi_per_h ft_per_s2mi_per_min ft_per_s2m_per_s h2h h2min h2s h_per_km2min_per_km h_per_km2min_per_mi h_per_mi2min_per_km h_per_mi2min_per_mi km2ft km2km km2m km2mi km_per_h2ft_per_min km_per_h2ft_per_s km_per_h2km_per_h km_per_h2km_per_min km_per_h2mi_per_h km_per_h2mi_per_min km_per_h2m_per_s km_per_min2ft_per_min km_per_min2ft_per_s km_per_min2km_per_h km_per_min2km_per_min km_per_min2mi_per_h km_per_min2mi_per_min km_per_min2m_per_s kW2kW kW2W m2ft m2km m2m m2mi mi2ft mi2km mi2m mi2mi min2h min2min min2s min_per_ft2min_per_km min_per_ft2min_per_mi min_per_km2min_per_km min_per_km2min_per_mi min_per_km2s_per_m min_per_mi2min_per_km min_per_mi2min_per_mi min_per_mi2s_per_m mi_per_h2ft_per_min mi_per_h2ft_per_s mi_per_h2km_per_h mi_per_h2km_per_min mi_per_h2mi_per_h mi_per_h2mi_per_min mi_per_h2m_per_s mi_per_min2ft_per_min mi_per_min2ft_per_s mi_per_min2km_per_h mi_per_min2km_per_min mi_per_min2mi_per_h mi_per_min2mi_per_min mi_per_min2m_per_s m_per_min2m_per_min m_per_min2m_per_s m_per_s2ft_per_min m_per_s2ft_per_s m_per_s2km_per_h m_per_s2km_per_min m_per_s2mi_per_h m_per_s2mi_per_min m_per_s2m_per_min m_per_s2m_per_s rev_per_min2rev_per_min rev_per_min2steps_per_min s2h s2min s2s steps_per_min2rev_per_min steps_per_min2steps_per_min s_per_m2min_per_km s_per_m2min_per_mi s_per_m2s_per_m W2kW W2W |
| Smooth a decreasing function. | decreasingSmoother decreasing_smoother |
| Convert distance to speed. | distance2speed |
| Generate training distribution profiles. | distributionProfile distribution_profile distrProfile |
| Find the most frequent sport in an 'object' | find_unit_reference_sport |
| Fortify a 'conProfile' object for plotting with ggplot2. | fortify.conProfile fortify_conProfile |
| Fortify a distrProfile object for plotting with ggplot2. | fortify.distrProfile fortify_distrProfile |
| Fortify a trackeRdata object for plotting with ggplot2 | fortify.trackeRdata fortify_trackeRdata |
| Fortify a trackeRdataSummary object for plotting with ggplot2. | fortify.trackeRdataSummary fortify_trackeRdataSummary |
| Fortify a trackeRWprime object for plotting with ggplot2. | fortify.trackeRWprime fortify_trackeRWprime |
| Functional principal components analysis of distribution or concentration profiles. | funPCA funPCA.conProfile funPCA.distrProfile |
| Coercion function for use in Golden Cheetah | GC2trackeRdata |
| Generate default thresholds. | generateDefaultThresholds generate_thresholds |
| Generate and set base units. | generateBaseUnits generate_units |
| (Cumulative) Elevation gain. | get_elevation_gain |
| Generic function for retrieving the operation settings | getOperations get_operations |
| Get the operation settings of an 'conProfile' object | get_operations.conProfile |
| Get the operation settings of an 'distrProfile' object | get_operations.distrProfile |
| Get the operation settings of an 'trackeRdata' object | get_operations.trackeRdata |
| Generic function to subset distribution and concentration profiles | get_profile get_profile.conProfile get_profile.distrProfile |
| Extract resting period characteristics | get_resting_periods restingPeriods |
| Generic function for extracting sports | get_sport get_sport.conProfile get_sport.distrProfile get_sport.trackeRdata get_sport.trackeRdataSummary get_sport.trackeRWprime |
| Generic function for extracting the units of measurement | getUnits get_units |
| Get the units of the variables in an 'conProfile' object | get_units.conProfile |
| Get the units of the variables in an 'distrProfile' object | get_units.distrProfile |
| Get the units of the variables in an 'trackeRdata' object | get_units.trackeRdata |
| Get the units of the variables in an 'trackeRdataSummary' object | get_units.trackeRdataSummary |
| Get the units of the variables in an 'trackeRdataZones' object | get_units.trackeRdataZones |
| Get the units of the variables in an 'trackeRfpca' object | get_units.trackeRfpca |
| Get the units of the variables in an 'trackeRthresholds' object | get_units.trackeRthresholds |
| Get the units of the variables in an 'trackeRWprime' object | get_units.trackeRWprime |
| Impute speeds | imputeSpeeds impute_speeds |
| Plot routes for training sessions | leafletRoute leaflet_route |
| Generic function for calculating number of sessions | nsessions nsessions.conProfile nsessions.distrProfile nsessions.trackeRdataSummary nsessions.trackeRWprime |
| Plot routes for training sessions | plotRoute plot_route |
| Plot concentration profiles. | plot.conProfile |
| Plot distribution profiles. | plot.distrProfile |
| Plot training sessions in form of trackeRdata objects | plot.trackeRdata |
| Plot an object of class 'trackeRdataSummary'. | plot.trackeRdataSummary |
| Plot training zones. | plot.trackeRdataZones |
| Plot function for functional principal components analysis of distribution and concentration profiles. | plot.trackeRfpca |
| Plot W'. | plot.trackeRWprime |
| Prepare a 'data.frame' for use in 'leaflet_route' and 'plot_route' | prepare_route |
| Returns 'pretty' units for use for plotting or printing | prettifyUnit prettifyUnits |
| 'print' method for 'trackeRdata' objects | print.trackeRdata |
| Print method for session summaries. | print.trackeRdataSummary |
| Transform distribution and concentration profiles to functional data objects of class fd. | profile2fd |
| Read a GPS container file. | readContainer read_container |
| Read all supported container files from a supplied directory | readDirectory read_directory |
| Read a training file in tcx, gpx, db3 or Golden Cheetah's JSON format | readDB3 readGPX readJSON readTCX readX |
| Generic function for ridgeline plots | ridges |
| Ridgeline plots for 'distrProfile' objects | ridges.conProfile |
| Ridgeline plots for 'distrProfile' objects | ridges.distrProfile |
| Ridgeline plots for 'trackeRdata' objects | ridges.trackeRdata |
| Training session. | run |
| Training sessions. | runs |
| Sanity checks for tracking data | sanity_checks |
| Generic function for scaling | scaled |
| Scale the distribution profile relative to its maximum value. | scaled.distrProfile |
| Generic function for calculating session durations | session_duration session_duration.trackeRdata session_duration.trackeRdataSummary |
| Generic function for calculating session times | session_times session_times.trackeRdata session_times.trackeRdataSummary |
| Generic function for smoothing | smoother |
| Auxiliary function for 'smoother.distrProfile'. Typically used to construct a control argument for 'smoother.distrProfile'. | smootherControl.distrProfile smoother_control.distrProfile |
| Auxiliary function for 'smoother.trackeRdata'. Typically used to construct a control argument for 'smoother.trackeRdata'. | smootherControl.trackeRdata smoother_control.trackeRdata |
| Smoother for concentration profiles. | smoother.conProfile |
| Smoother for distribution profiles. | smoother.distrProfile |
| Smoother for 'trackeRdata' objects. | smoother.trackeRdata |
| Sort sessions in 'trackeRdata' objects | sort.trackeRdata |
| Convert speed to distance. | speed2distance |
| Summary of training sessions | summary.trackeRdata trackeRdataSummary |
| Thresholding for variables in 'trackeRdata' objects | threshold threshold.trackeRdata |
| Time spent above a certain threshold. | timeAboveThreshold |
| Generic function for visualising the sessions on a time versus date plot | timeline timeline.trackeRdata timeline.trackeRdataSummary |
| trackeR: Infrastructure for running and cycling data from GPS-enabled tracking devices | trackeR |
| Create a trackeRdata object | trackeRdata |
| Extract unique sessions in a 'trackerRdata' object | unique.trackeRdata |
| W' expended. | Wexp |
| W': work capacity above critical power/speed. | (Monod (read (Skiba 1965), 2012). above again, al., and applied available, balance. Based been below by capacity critical cycling depleted describes during et exercise expended, finite for has how interest is it model much named not of on or power power, power. prime) principal replenished replinished respectively runners Scherrer, speed speed, still subsituting the This this Thus, to trackeRWprime W W' While with work Wprime yet |
| Time spent in training zones. | zones |
