Package: brolgar 1.0.1

brolgar: Browse Over Longitudinal Data Graphically and Analytically in R

Provides a framework of tools to summarise, visualise, and explore longitudinal data. It builds upon the tidy time series data frames used in the 'tsibble' package, and is designed to integrate within the 'tidyverse', and 'tidyverts' (for time series) ecosystems. The methods implemented include calculating features for understanding longitudinal data, including calculating summary statistics such as quantiles, medians, and numeric ranges, sampling individual series, identifying individual series representative of a group, and extending the facet system in 'ggplot2' to facilitate exploration of samples of data. These methods are fully described in the paper "brolgar: An R package to Browse Over Longitudinal Data Graphically and Analytically in R", Nicholas Tierney, Dianne Cook, Tania Prvan (2020) <doi:10.32614/RJ-2022-023>.

Authors:Nicholas Tierney [aut, cre], Di Cook [aut], Tania Prvan [aut], Stuart Lee [ctb], Earo Wang [ctb]

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Bug tracker:https://github.com/njtierney/brolgar/issues

On CRAN:

59 exports 108 stars 4.34 score 50 dependencies 137 scripts 1.1k downloads

Last updated 4 months agofrom:2657c8ece0. Checks:OK: 7. Indexed: yes.

Exports:%>%add_key_slopeadd_key_slope.defaultadd_n_obsas_tsibbleb_diff_iqrb_diff_maxb_diff_meanb_diff_medianb_diff_minb_diff_q25b_diff_q75b_diff_sdb_diff_varb_iqrb_madb_maxb_meanb_medianb_minb_q25b_q75b_rangeb_range_diffb_sdb_vardecreasingfacet_samplefacet_stratafeat_brolgarfeat_diff_summaryfeat_five_numfeat_monotonicfeat_rangesfeat_spreadfeat_three_numfeaturesfeatures_allfeatures_atfeatures_ifincreasingindex_regularindex_summarykey_slopekeys_nearl_five_numl_three_nummonotonicn_keysn_obsnear_betweennear_middlenear_quantilenearest_lglnearest_qt_lglsample_frac_keyssample_n_keysstratify_keysunvarying

Dependencies:anytimeBHclicolorspacecpp11digestdistributionaldplyrellipsisfabletoolsfansifarvergenericsggdistggplot2gluegtableisobandlabelinglatticelifecyclelubridatemagrittrMASSMatrixmgcvmunsellnlmenumDerivpillarpkgconfigprogressrpurrrquadprogR6RColorBrewerRcpprlangscalesstringistringrtibbletidyrtidyselecttimechangetsibbleutf8vctrsviridisLitewithr