Scan Data for Quick Structural Summaries and Checks

Documentation for package ‘datascan’ version 0.1.1

add_row_id	Add a row ID column to a data frame
as_numerical	Coerce to numerical and identify non-numerical entries
cols_all_unique	Identify columns with all unique values
cols_bijective	Identify bijective (one-to-one correspondence) columns
cols_binary	Identify columns with a specific number of unique values
cols_constant	Identify constant columns
cols_identify_all	Identify all columns with potential issues
cols_missing	Identify columns that have certain proportion of missing values
cols_multinary	Identify columns with a specific number of unique values
cols_nested	Nestedness checks
cols_ternary	Identify columns with a specific number of unique values
cols_unary	Identify constant columns
concurrence_matrix	Get the concurrence matrix or table
concurrence_table	Get the concurrence matrix or table
is_complete	Is variable complete within another variable?
is_nested	Is variable nested within another variable?
is_numerical	Is the variable numerical?
is_observational_unit	Is it the observational unit?
is_obs_unit	Is it the observational unit?
rows_missing	Identify rows that have certain proportion of missing values
watch_tits	Coordination of care by breeders and helpers in the cooperatively breeding long-tailed tit
white_clover	A field experiment assessing the roles of drought, herbivory, and local climate for white clovers