The Titanic is a British cruise ship that is claimed to be the largest ship ever built in world history. The ship struck an iceberg on its maiden voyage across the Atlantic in 1912 from Southampton to ...

task5_titanic_eda Exploratory Data Analysis on Titanic Dataset using Python Objective: Analyze the Titanic dataset using Python to identify trends, correlations, and insights using EDA techniques.

Handling outliers is a crucial step in preparing data for analysis to ensure the accuracy and reliability of the results. This repository provides a detailed guide on detecting and handling outliers ...

Here inspired by the process of peeling onions, we introduced a recursive data elimination (RDE) of “outliers” strategy to get benchmark dataset. Outliers are labeled using William’s plot in residual ...