Package: tsibble 1.1.5

Earo Wang

tsibble: Tidy Temporal Data Frames and Tools

Provides a 'tbl_ts' class (the 'tsibble') for temporal data in an data- and model-oriented format. The 'tsibble' provides tools to easily manipulate and analyse temporal data, such as filling in time gaps and aggregating over calendar periods.

Authors:Earo Wang [aut, cre], Di Cook [aut, ths], Rob Hyndman [aut, ths], Mitchell O'Hara-Wild [aut], Tyler Smith [ctb], Wil Davis [ctb]

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tsibble.pdf |tsibble.html✨
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NEWS

# Install 'tsibble' in R:
install.packages('tsibble', repos = c('https://robjhyndman.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/tidyverts/tsibble/issues

Datasets:
  • pedestrian - Pedestrian counts in the city of Melbourne
  • tourism - Australian domestic overnight trips

On CRAN:

14.54 score 531 stars 40 packages 3.9k scripts 31k downloads 1 mentions 89 exports 23 dependencies

Last updated 5 months agofrom:7ee7fe8faf. Checks:OK: 7. Indexed: no.

TargetResultDate
Doc / VignettesOKOct 24 2024
R-4.5-winOKOct 24 2024
R-4.5-linuxOKOct 24 2024
R-4.4-winOKOct 24 2024
R-4.4-macOKOct 24 2024
R-4.3-winOKOct 24 2024
R-4.3-macOKOct 24 2024

Exports:%>%append_caseappend_roware_duplicatedas_tibbleas_tsibblebuild_tsibblebuild_tsibble_metacount_gapsdefault_time_unitsdifferenceduplicatesfill_gapsfilter_indexfiscal_yeargcd_intervalgroup_by_keyguess_frequencyhas_gapsholiday_ausindexindex_byindex_validindex_varindex2index2_varintersectintervalinterval_pullis_53weeksis_duplicatedis_grouped_tsis_orderedis_regularis_regular_intervalis_tsibbleis_yearmonthis_yearquarteris_yearweekkeykey_datakey_drop_defaultkey_rowskey_sizekey_varsmake_yearmonthmake_yearquartermake_yearweekmeasured_varsmeasuresn_keysnew_datanew_intervalnew_tsibblescale_alpha_yearmonthscale_alpha_yearquarterscale_alpha_yearweekscale_color_yearmonthscale_color_yearquarterscale_color_yearweekscale_colour_yearmonthscale_colour_yearquarterscale_colour_yearweekscale_fill_yearmonthscale_fill_yearquarterscale_fill_yearweekscale_size_yearmonthscale_size_yearquarterscale_size_yearweekscale_x_yearmonthscale_x_yearquarterscale_x_yearweekscale_y_yearmonthscale_y_yearquarterscale_y_yearweekscan_gapssetdiffslide_tsibblestretch_tsibbletibbletile_tsibbletime_intsibbleunionunnest_tsibbleupdate_tsibbleyearmonthyearquarteryearweek

Dependencies:anytimeBHclicpp11dplyrellipsisfansigenericsgluelifecyclelubridatemagrittrpillarpkgconfigR6Rcpprlangtibbletidyselecttimechangeutf8vctrswithr

Frequently Asked Questions and Answers

Earo Wang

Rendered fromfaq.Rmdusingknitr::rmarkdownon Oct 24 2024.

Last update: 2021-10-21
Started: 2018-11-19

Handle implicit missingness with tsibble

Earo Wang

Rendered fromimplicit-na.Rmdusingknitr::rmarkdownon Oct 24 2024.

Last update: 2021-10-21
Started: 2018-11-04

Introduction to tsibble

Earo Wang

Rendered fromintro-tsibble.Rmdusingknitr::rmarkdownon Oct 24 2024.

Last update: 2021-10-21
Started: 2017-11-03

Readme and manuals

Help Manual

Help pageTopics
tsibble: tidy temporal data frames and toolstsibble-package
Coerce to a tibble or data frameas_tibble.tbl_ts
Coerce to a tsibble objectas_tsibble as_tsibble.mts as_tsibble.ts
Coerce a tsibble to a time seriesas.ts.tbl_ts
Low-level constructor for a tsibble objectbuild_tsibble
Count implicit gapscount_gaps
Lagged differencesdifference
Turn implicit missing values into explicit missing valuesfill_gaps
A shorthand for filtering time index for a tsibblefilter_index
Group by key variablesgroup_by_key
Guess a time frequency from other index objectsguess_frequency
Does a tsibble have implicit gaps in time?has_gaps
Australian national and state-based public holidayholiday_aus
Return index variable from a tsibbleindex index2 index2_var index_var
Group by time index and collapse with 'summarise()'index_by
Add custom index support for a tsibbleindex_valid
Meta-information of a tsibbleinterval is_ordered is_regular
Pull time interval from a vectorinterval_pull
Test duplicated observations determined by key and index variablesare_duplicated duplicates is_duplicated
If the object is a tsibbleis_grouped_ts is_tsibble
Return key variableskey key_vars
Key metadatakey_data key_rows key_size n_keys
Return measured variablesmeasured_vars measures
New tsibble data and append new observations to a tsibbleappend_case append_row new_data new_data.tbl_ts
Interval constructor for a tsibblegcd_interval is_regular_interval new_interval
Create a subclass of a tsibblenew_tsibble
Pedestrian counts in the city of Melbournepedestrian
Scan a tsibble for implicit missing observationsscan_gaps
If time falls in the ranges using compact expressionstime_in
Australian domestic overnight tripstourism
Create a tsibble objecttsibble
tsibble scales for ggplot2scale_alpha_yearmonth scale_alpha_yearquarter scale_alpha_yearweek scale_color_yearmonth scale_color_yearquarter scale_color_yearweek scale_colour_yearmonth scale_colour_yearquarter scale_colour_yearweek scale_fill_yearmonth scale_fill_yearquarter scale_fill_yearweek scale_size_yearmonth scale_size_yearquarter scale_size_yearweek scale_x_yearmonth scale_x_yearquarter scale_x_yearweek scale_y_yearmonth scale_y_yearquarter scale_y_yearweek tsibble-scales
Tidyverse methods for tsibbletsibble-tidyverse
Update key and index for a tsibbleupdate_tsibble
Represent year-monthis_yearmonth make_yearmonth yearmonth yearmonth.character
Represent year-quarterfiscal_year is_yearquarter make_yearquarter yearquarter
Represent year-week based on the ISO 8601 standard (with flexible start day)is_53weeks is_yearweek make_yearweek yearweek