A Practical Guide to Exploratory Data Analysis (EDA) Using Python

In this article, I will explain one of the most important parts of the lifecycle of a data science project, i.e., exploratory data analysis step by step with code.

We will use the Kaggle Spaceship Titanic dataset to demonstrate exploratory data analysis (EDA).

The first step in the machine learning project is to explore the data. Let’s start.

Importing some basic libraries.

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt …

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