| from datasets import Dataset, Features, Value, Image | |
| import numpy as np | |
| import pandas as pd | |
| # Load the Parquet file into a pandas DataFrame | |
| df = pd.read_parquet("data.parquet") | |
| df = df.explode('Images') | |
| cols_nul = df.isnull().sum() | |
| stats = sorted(cols_nul) | |
| avg_null = np.mean(stats) | |
| col_del = df.columns[df.isnull().sum() > avg_null] | |
| df_cleaned = df.drop(columns=col_del) | |
| df_cleaned.to_csv('clean.csv') | |
| #df_cleaned.to_parquet('') | |
| # df.to_csv('new.csv') |