Data reports for datacubes and datasets with 'mdate' variables
Source:R/describe_data.R
describe.RdThese functions provide meta level descriptions of datacubes or datasets.
mreport() creates a properly formatted data report for datasets which contain 'mdate'
class objects, alongside other object classes.
describe_datacube() prints a text description of the datasets in a
datacube.
Details
'mreport' displays the variable's name, the variable type, the number of observations per variable, the number of missing observations for variable, and the percentage of missing observations in variable.
Examples
mreport(emperors)
#> $Wikipedia
#> --------------------------------------------------------
#> | Variable | Class | Obs | Missing | Miss % |
#> --------------------------------------------------------
#> |ID |character| 69| 0| 0|
#> |Begin |mdate | 69| 0| 0|
#> |End |mdate | 69| 0| 0|
#> |FullName |character| 68| 1| 1.45|
#> |Birth |mdate | 63| 6| 8.7|
#> |Death |mdate | 68| 1| 1.45|
#> |CityBirth |character| 51| 18| 26.09|
#> |ProvinceBirth|character| 68| 1| 1.45|
#> |Rise |character| 68| 1| 1.45|
#> |Cause |character| 68| 1| 1.45|
#> |Killer |character| 68| 1| 1.45|
#> |Dynasty |character| 68| 1| 1.45|
#> |Era |character| 68| 1| 1.45|
#> |Notes |character| 46| 23| 33.33|
#> --------------------------------------------------------
#>
#>
#> $UNRV
#> -------------------------------------------------------
#> | Variable | Class | Obs | Missing | Miss % |
#> -------------------------------------------------------
#> |ID |character| 98| 0| 0|
#> |Begin |mdate | 98| 0| 0|
#> |End |mdate | 98| 0| 0|
#> |Birth |mdate | 74| 24| 24.49|
#> |Death |mdate | 98| 0| 0|
#> |FullName |character| 93| 5| 5.1|
#> |Dynasty |character| 61| 37| 37.76|
#> -------------------------------------------------------
#>
#>
#> $Britannica
#> -------------------------------------------------------
#> | Variable | Class | Obs | Missing | Miss % |
#> -------------------------------------------------------
#> |ID |character| 87| 0| 0|
#> |Begin |mdate | 87| 0| 0|
#> |End |mdate | 87| 0| 0|
#> -------------------------------------------------------
#>
#>