proof: Proof tabular data

In dataproofer/dataproofr: A Proofreader for Your Data

Description

Specify a tibble or dataframe and perform automated data proofing tests.

Usage

proof(
  data,
  suite = "all",
  tests = "none",
  out = FALSE,
  out_format = "json",
  summary = FALSE,
  verbose = FALSE,
  exclude = FALSE
)

Arguments

data	Tibble or dataframe to test.
suite	Which suite of tests do you want to perform? Defaults to "all", other options include "core", "info", "stats" and "geo".
tests	Which individual tests do you want to perform?
out	Export the results to a json file. Specify a path to export.
out_format	Choose between "json" (default) and "json-pretty".
summary	Exclude tests that passed.
verbose	Include descriptions about each column.

Examples

proof(mtcars)

proof(iris,
      tests = c("duplicate rows", "empty cells"),
      out = "results.json", out_format = "json-pretty")

proof(PlantGrowth, suite = "stats", verbose = TRUE)

dataproofer/dataproofr documentation built on Dec. 19, 2021, 9 p.m.