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df['Gender'].value_counts() """ OUTPUT: Gender female 7553 male 7447 Name: count, dtype: int64 """ The distribution of males and females is fine. Understanding the dataset by looking at graphs and charts is far better than understanding it by seeing tables and numbers. Let’s visualize some columns