Get correlation against target variable

Obtain correlation table for all variables against target variable. Only numeric variables are analyzed (factor/character are skippted automatically).

correlation_table(data, target)

Arguments

data	data frame
target	string variable to predict

Value

Correlation index for all data input variable

Examples

correlation_table(data=heart_disease, target="has_heart_disease")
#>                 Variable has_heart_disease
#> 1      has_heart_disease              1.00
#> 2 heart_disease_severity              0.83
#> 3      num_vessels_flour              0.46
#> 4                oldpeak              0.42
#> 5                  slope              0.34
#> 6                    age              0.23
#> 7 resting_blood_pressure              0.15
#> 8      serum_cholestoral              0.08
#> 9         max_heart_rate             -0.42