The Hidden Cost of "Simple" EDA

Every data science project starts the same way. You download a dataset, open a Jupyter notebook, and write the same 50+ lines of code you've written hundreds of times before:

import pandas as pd

import matplotlib.pyplot as plt

import seaborn as sns