Easily Check Data Consistency and Quality


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Documentation for package ‘doctr’ version 0.2.0

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check_len Check if x$data has length > len
check_lfc Check if all classes represent at least lfc of x$data
check_max_na Check if fraction of x$data that is NA is <= max_na
check_max_unq Check if there arent more than max_unq classes in x$data
check_max_val Check if no entry of x$data is larger than max_val
check_mdp Check if no entry of x$data has more decimal places than mdp
check_mfc Check if no classe represents more than mfc of x$data
check_min_na Check if fraction of x$data that is NA is => min_na
check_min_unq Check if there arent less than min_unq classes in x$data
check_min_val Check if no entry of x$data is smaller than min_val
check_type Check if x$data is of type type
compare Compares two tables
diagnose Checks if a table is in its expected form
examine EDA automator
examine_ Create summary statistics for every column in X (no grouping)
guess_exams Guesses column types
issues Prints issues found in other functions
issues_ Create message with issues found in x
is_categorical Check if x$data is a categorical variable
is_character Check if x$data is a character variable
is_continuous Check if x$data is a continuous variable
is_count Check if x$data is a continuous variable
is_money Check if x$data is a continuous variable
is_percentage Check if x$data is a continuous variable
is_quantity Check if x$data is a continuous variable
profile Create profile of every column in X
profile_fct Create profile for column of characters
profile_num Create profile for column of numerics
profile_tbl Create profile for table
profile_txt Create profile for column of characters
report Fetch EDA of a specific type of column
report_fct Fetch EDA of a specific type of column
report_num Fetch EDA of a specific type of column
report_txt Fetch EDA of a specific type of column
translate Convert vector of types to corresponding functions