# ---
# jupyter:
#   jupytext:
#     text_representation:
#       extension: .py
#       format_name: light
#       format_version: '1.5'
#       jupytext_version: 1.14.4
#   kernelspec:
#     display_name: Python 3 (ipykernel)
#     language: python
#     name: python3
# ---

# # Let's explore the metadata

import pandas as pd

# ## Load the metadata

df = pd.read_csv("../data/index.csv")
df.head()

# ## Check the labels

df['label1'].unique()

df['label2'].unique()

df['label3'].unique()

# ## Imbalanced classes

df['label3'].value_counts()



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