Rationale | The basics | How to make a schema description | Decision tree | Additional remarks | An example | Table types | Table contains one cluster | Tidy table | Mismatch of columns and variables | Implicit variables | Wide variables | Listed observed variables | Misplaced columns or rows | Table contains several clusters | Horizontal clusters | Vertical clusters | Clusters of observed variables | Clusters that are nested into another variable | Variables that are distinct from a cluster | Messy clusters | References
Package: tabshiftr 0.6.0
Steffen Ehrmann
tabshiftr: Reshape Disorganised Messy Data
Helps the user to build and register schema descriptions of disorganised (messy) tables. Disorganised tables are tables that are not in a topologically coherent form, where packages such as 'tidyr' could be used for reshaping. The schema description documents the arrangement of input tables and is used to reshape them into a standardised (tidy) output format.
Authors:
tabshiftr_0.6.0.tar.gz
tabshiftr_0.6.0.zip(r-4.7-any)tabshiftr_0.6.0.zip(r-4.6-any)tabshiftr_0.6.0.zip(r-4.5-any)
tabshiftr_0.6.0.tgz(r-4.6-any)tabshiftr_0.6.0.tgz(r-4.5-any)
tabshiftr_0.6.0.tar.gz(r-4.7-any)tabshiftr_0.6.0.tar.gz(r-4.6-any)
tabshiftr_0.6.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tabshiftr/json (API)
| # Install 'tabshiftr' in R: |
| install.packages('tabshiftr', repos = c('https://luckinet.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/luckinet/tabshiftr/issues
Pkgdown/docs site:https://luckinet.github.io
Datasets:
- schema_default - Default template of a schema description
- tabs2shift - List of table types
data-managementdata-reshapingschemas
Last updated from:32f79a1152. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 158 | ||
| source / vignettes | OK | 266 | ||
| linux-release-x86_64 | OK | 158 | ||
| macos-release-arm64 | OK | 131 | ||
| macos-oldrel-arm64 | OK | 214 | ||
| windows-devel | OK | 125 | ||
| windows-release | OK | 119 | ||
| windows-oldrel | OK | 98 | ||
| wasm-release | OK | 136 |
Exports:.find.sum%>%getClusterVargetGroupVargetIDVarsgetObsVarsreorganiseschema_buildersetClustersetFiltersetFormatsetGroupssetIDVarsetObsVarvalidateInputvalidateSchema
Dependencies:backportsbriocallrcheckmateclicpp11crayondescdiffobjdplyrevaluatefsgenericsgluejsonlitelifecyclelubridatemagrittrotelpillarpkgbuildpkgconfigpkgloadpraiseprocessxpspurrrR6rlangrprojrootstringistringrtestthattibbletidyrtidyselecttimechangeutf8vctrswaldowithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Determine row or column on the fly | .find |
| Summarise groups of rows or columns | .sum |
| Extract cluster variables | getClusterVar |
| Extract cluster group variable | getGroupVar |
| Extract identifying variables | getIDVars |
| Extract observed variables | getObsVars |
| Reorganise a table | reorganise |
| Interactively build a schema description | schema_builder |
| Default template of a schema description | schema_default |
| The 'schema' class (S4) and its methods | schema schema-class |
| Set where the clusters are | setCluster |
| Set filters | setFilter |
| Set the specific format of a table | setFormat |
| Set Groups | setGroups |
| Set an identifying variable | setIDVar |
| Set an observed variable | setObsVar |
| Print the 'schema' | show,schema-method |
| List of table types | tabs2shift |
| tabshiftr: Reshape Disorganised Messy Data | tabshiftr-package tabshiftr |
| Pre-process input table | validateInput |
| Check and update schema descriptions | validateSchema |
