Package: cubble 0.3.1
H. Sherry Zhang
cubble:A Vector Spatio-Temporal Data Structure for Data Analysis
A spatiotemperal data object in a relational data structure to separate the recording of time variant/ invariant variables.
Authors:
cubble_0.3.1.tar.gz
cubble_0.3.1.tar.gz(r-4.5-noble)cubble_0.3.1.tar.gz(r-4.4-noble)
cubble_0.3.1.tgz(r-4.4-emscripten)cubble_0.3.1.tgz(r-4.3-emscripten)
cubble.pdf |cubble.html✨
cubble/json (API)
NEWS
| # Installcubble in R: |
| install.packages('cubble',repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/huizezhang-sherry/cubble/issues
- climate_aus - Australia climate data
- climate_flat - Toy climate data
- climate_mel - Toy climate data
- covid - Daily COVID count data
- historical_tmax - Australia climate data
- lga - Daily COVID count data
- meteo - Toy climate data
- meteo_ts - Toy climate data
- river - Australia river data
- stations - Toy climate data
- stations_sf - Toy climate data
Last updated 3 days agofrom:e14bf16d3d
Exports:as_cubblebind_cols.spatial_cubble_dfbind_cols.temporal_cubble_dfbind_rows.temporal_cubble_dfcheck_keycoordscubbleface_spatialface_temporalfiltergeom_glyphgeom_glyph_boxgeom_glyph_lineindexindex_varis_cubbleis_cubble_spatialis_cubble_temporalis_sfis_tsibblemake_cubblemake_spatial_sfmake_temporal_tsibblematch_sitesmatch_spatialmatch_temporalspatialunfoldupdate_cubble
Dependencies:anytimeBHclassclassIntclicolorspacecpp11DBIdplyre1071ellipsisfansifarvergenericsggplot2gluegtableisobandKernSmoothlabelinglatticelifecyclelubridatemagrittrMASSMatrixmgcvmunsellncdf4nlmepillarpkgconfigproxypurrrR6RColorBrewerRcpprlangs2scalessfstringistringrtibbletidyrtidyselecttimechangetsibbleunitsutf8vctrsviridisLitewithrwk
Creation and coercion
Rendered fromcb2create.Rmdusingknitr::rmarkdownon Jul 03 2024.Last update: 2024-07-03
Started: 2023-06-30
Making a glyph map
Rendered fromcb4glyph.Rmdusingknitr::rmarkdownon Jul 03 2024.Last update: 2024-07-03
Started: 2023-06-30
Matching different data sources
Rendered fromcb5match.Rmdusingknitr::rmarkdownon Jul 03 2024.Last update: 2024-07-03
Started: 2023-06-30
Compatibility with tsibble and sf
Rendered fromcb3tsibblesf.Rmdusingknitr::rmarkdownon Jul 03 2024.Last update: 2024-07-03
Started: 2023-06-30
Answers to common questions and extra examples
Rendered fromcb7misc.Rmdusingknitr::rmarkdownon Jul 03 2024.Last update: 2024-07-03
Started: 2024-07-03
The cubble class
Rendered fromcb1class.Rmdusingknitr::rmarkdownon Jul 03 2024.Last update: 2024-07-03
Started: 2023-06-30
Interactive graphics
Rendered fromcb6interactive.Rmdusingknitr::rmarkdownon Jul 03 2024.Last update: 2024-07-03
Started: 2023-06-30
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Accessors to a cubble object | names<-.spatial_cubble_df names<-.temporal_cubble_df [.spatial_cubble_df [.temporal_cubble_df [[<-.cubble_df |
| 'dplyr' methods | arrange.spatial_cubble_df arrange.temporal_cubble_df bind_cols.spatial_cubble_df bind_cols.temporal_cubble_df bind_rows.temporal_cubble_df dplyr_col_modify.cubble_df dplyr_reconstruct.spatial_cubble_df dplyr_reconstruct.temporal_cubble_df dplyr_row_slice.spatial_cubble_df dplyr_row_slice.temporal_cubble_df filter.spatial_cubble_df group_by.spatial_cubble_df group_by.temporal_cubble_df mutate.spatial_cubble_df mutate.temporal_cubble_df rename.spatial_cubble_df rename.temporal_cubble_df rowwise.spatial_cubble_df rowwise.temporal_cubble_df select.spatial_cubble_df select.temporal_cubble_df summarise.spatial_cubble_df summarise.temporal_cubble_df ungroup.spatial_cubble_df ungroup.temporal_cubble_df |
| Coerce foreign objects into a cubble object | as_cubble as_cubble.data.frame as_cubble.ncdf4 as_cubble.sf as_cubble.sftime as_cubble.stars as_cubble.tbl_df |
| Check on key when create cubble from two components (spatial/temporal) | check_key |
| Australia climate data | climate_aus historical_tmax |
| Daily COVID count data (in 'tsibble') and Victoria LGA (in 'sf') | covid lga |
| Create a cubble object | cubble make_cubble |
| Pivot a cubble object between the nested/long (spatial/temporal) form | face_spatial face_spatial.spatial_cubble_df face_spatial.temporal_cubble_df face_temporal face_temporal.spatial_cubble_df face_temporal.temporal_cubble_df |
| Gap-filling on the temporal component of a cubble object | fill_gaps.temporal_cubble_df scan_gaps.temporal_cubble_df |
| Create glyph map with ggplot2 | geom_glyph geom_glyph_box geom_glyph_line |
| Predicate functions on the object class | is_cubble is_cubble_spatial is_cubble_temporal is_sf is_tsibble |
| Extract cubble attributes | coords index index_var key.cubble_df key_data.cubble_df key_vars.cubble_df spatial spatial.spatial_cubble_df spatial.temporal_cubble_df |
| Update the spatial cubble to include the sf class | make_spatial_sf |
| Update the temporal cubble to include the tsibble class ('tbl_ts') | make_temporal_tsibble |
| Match stations in two cubbles by spatial distance/ temporal similarity | match_sites match_spatial match_temporal |
| Print methods | print.cubble_df tbl_sum.spatial_cubble_df tbl_sum.temporal_cubble_df |
| Australia river data | river |
| Toy climate data | climate_flat climate_mel meteo meteo_ts stations stations_sf |
| Augment spatial component into the long (temporal) form | unfold unfold.spatial_cubble_df unfold.temporal_cubble_df |
| Temporary update cubble if the sf class take precedent of cubble classes | update_cubble update_cubble.spatial_cubble_df |
