datacheck: Tools for Checking Data Consistency
- CRAN: http://cran.r-project.org/web/packages/datacheck/index.html
- GitHub: https://github.com/c5sire/datacheck
- Vignettes:
> library(datacheck)
バージョン: 1.2.2
関数名 | 概略 |
---|---|
as.rules |
Converts a vector of lines into a rules data frame |
as_rules |
Converts a vector of lines into a rules data frame |
datacheck-package |
Check a table against a set of constraints or rules defined in R. |
datadict.profile |
Create a data quality profile (main function) |
datadict_profile |
Create a data quality profile (main function) |
has.punct |
Tests for presence of most common punctuation characters |
has.ruleErrors |
Quick check if a rule profile on a table has any errors. |
has_punct |
Tests for presence of most common punctuation characters |
has_rule_errors |
Quick check if a rule profile on a table has any errors. |
heatmap.quality |
Draws a heatmap based on data quality scores |
heatmap_quality |
Draws a heatmap based on data quality scores |
is.datadict.profile |
is.datadict.profile |
is.oneOf |
Tests if a string or 'factor level' is one of a pre-defined set |
is.onlyLowers |
Tests if a string has only lower case letters |
is.properName |
Tests if string is like a proper name with inital letter in upper case |
is.withinRange |
Tests if a numeric value is between a minimal and maximum value. Serves as convenience function. |
is_datadict_profile |
is.datadict.profile |
is_one_of |
Tests if a string or 'factor level' is one of a pre-defined set |
is_only_lowers |
Tests if a string has only lower case letters |
is_proper_name |
Tests if string is like a proper name with inital letter in upper case |
is_within_range |
Tests if a numeric value is between a minimal and maximum value. Serves as convenience function. |
pkg.version |
Get the current version of a package |
pkg_version |
Get the current version of a package |
prep4rep |
Prepares a summary table for display in a 'printed' report. |
read.rules |
Reads a file containing rules in data dictionary format. |
read_rules |
Reads a file containing rules in data dictionary format. |
ruleCoverage |
Dotchart of rules per variable |
rule_coverage |
Dotchart of rules per variable |
runDatacheck |
Presents the packages graphical user interface |
run_datacheck |
Presents the packages graphical user interface |
scoreSum |
Line chart of cumulative sum of rule scores. |
score_sum |
Line chart of cumulative sum of rule scores. |
shortSummary |
Produces a tabular summary of descriptive statistics using the 'Hmisc::describe' function from the Hmisc package. |
short_summary |
Produces a tabular summary of descriptive statistics using the 'Hmisc::describe' function from the Hmisc package. |