# %%
import pandas as pd

# %%
data_path = '../../data_preprocess/exports/preprocessed_data.csv'
full_df = pd.read_csv(data_path, skipinitialspace=True)

# %%
df_in = full_df[full_df['MDM']].reset_index(drop=True)
# %%
df_out = full_df[~full_df['MDM']].reset_index(drop=True)
# %%
label_counts_in = df_in['unit'].value_counts()
print(label_counts_in.to_string())

# %%
label_counts_out = df_out['unit'].value_counts()
print(label_counts_out.to_string())


# %%
label_counts_out['NOVALUE']/len(df_out)

# %%
label_counts_in['NOVALUE']/len(df_out)
# %%