Given one dataset, find the number of NA values in each column for that dataset

Given one dataset, find the number of NA values in each column for that dataset. Outputs a sentence, a data frame, and two plots

explain_NAs(dataframe)

Arguments

dataframe	Enter a dataset

Examples

explain_NAs(math)
#> [[1]]
#> [1] "Here are the NA values in each column of the given dataframe, you have 24000 total rows in your dataset"
#> 
#> [[2]]
#>   number_of_NA_values            variable percentage_of_total_dataset
#> 1                4761          math_score                       19.84
#> 2                   0          student_id                        0.00
#> 3                   0                year                        0.00
#> 4                   0 learning_disability                        0.00
#> 
#> [[3]]
#> 
#> [[4]]
#> 
explain_NAs(math)[[2]] # gives only the second part, which is the data frame
#>   number_of_NA_values            variable percentage_of_total_dataset
#> 1                4761          math_score                       19.84
#> 2                   0          student_id                        0.00
#> 3                   0                year                        0.00
#> 4                   0 learning_disability                        0.00
explain_NAs(math)[[3]] # gives only the third part, which is the first plot