The cubble object | The cubble attributes | Creation and coercion | Create from separate spatial and temporal tables | Coerce from foreign objects | The tibble objects | The NetCDF data | The stars objects | The sftime objects | Compatibility with tsibble and sf | Using a tsibble for the temporal component | A spatial component with sf | Common questions | Why summarising of temporal data by station is not in temporal form? | Reference
Package: cubble 1.0.0
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. See the Journal of Statistical Software reference: <doi:10.18637/jss.v110.i07>.
Authors:
cubble_1.0.0.tar.gz
cubble_1.0.0.zip(r-4.7-any)cubble_1.0.0.zip(r-4.6-any)cubble_1.0.0.zip(r-4.5-any)
cubble_1.0.0.tgz(r-4.6-any)cubble_1.0.0.tgz(r-4.5-any)
cubble_1.0.0.tar.gz(r-4.7-any)cubble_1.0.0.tar.gz(r-4.6-any)
cubble_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
cubble/json (API)
| # Install 'cubble' in R: |
| install.packages('cubble', repos = c('https://huizezhang-sherry.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/huizezhang-sherry/cubble/issues
Pkgdown/docs site:https://huizezhang-sherry.github.io
Datasets:
- 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 from:f556ef083d. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 240 | ||
| source / vignettes | OK | 253 | ||
| linux-release | OK | 227 | ||
| macos-release | OK | 211 | ||
| macos-oldrel | OK | 255 | ||
| windows-devel | OK | 161 | ||
| windows-release | OK | 202 | ||
| windows-oldrel | OK | 140 | ||
| wasm-release | OK | 139 |
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:anytimeBHclassclassIntclicpp11DBIdplyre1071farvergenericsggplot2gluegtableisobandKernSmoothlabelinglifecyclelubridatemagrittrncdf4pillarpkgconfigproxypurrrR6RColorBrewerRcpprlangs2S7scalessfstringistringrtibbletidyrtidyselecttimechangetsibbleunitsutf8vctrsviridisLitewithrwk
The cubble class
Last update: 2026-10-12
Started: 2023-05-31
Application: matching different data sources
Spatial matching | Temporal matching
Last update: 2026-10-12
Started: 2026-10-12
Visualization: glyph map basics
Why glyph maps? | From facets to a glyph map | What the glyph map shows | The glyph map syntax | geom_glyph() and its four aesthetics | Reference boxes and lines | Adding other layers | Everything else in ggplot2 | Reference
Last update: 2026-10-12
Started: 2023-05-31
Visualization: glyph map examples
How long after a storm is it safe to swim in Sydney? | Reference
Last update: 2026-10-12
Started: 2026-10-12
Visualization: interactive graphics
Variation of diurnal temperature range in Australia | Linking with crosstalk | Creating maps with leaflet | Creating time series plot with plotly | Assembling into a linked plot | Making selection to see the linking
Last update: 2026-10-12
Started: 2023-06-13
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 index_by.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 |