# Run MCA on the dataframe (first 10 columns)
mca_test = MCA(mca_dataframe.loc[:,:'Submit'], benzecri=False)

# Acqure the factor score for the Authors
authors_score = mca_test.fs_r().T

# Acqure the factor score for the Categories
category_score = mca_test.fs_c().T

# Returns the variance of each Axis 
variance = mca_test.L

# Calcuate the % variance of total
variance_total = [variance[0] / (variance[0] + variance[1]), variance[1] / (variance[0] + variance[1])]