Da Titanic Eda — Free Data Analytics Tutorial
Learn Da Titanic Eda in Data Analytics with a free, beginner-friendly tutorial, examples and practice for Indian students on Syllab.in.
TL;DR: Learn Da Titanic Eda in Data Analytics with a free, beginner-friendly tutorial, examples and practice for Indian students on Syllab.in.
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Da Titanic Eda in Data Analytics
The Titanic dataset is a classic in data science. It contains passenger info (age, sex, ticket class) and survival outcome. EDA (Exploratory Data Analysis) is the first step before building predictive models.
EDA steps: Load data, check shape/types, handle missing values, summary statistics, visualise distributions, find correlations, identify patterns.
Titanic insights: Women and children had better survival rates (age and sex matter), first-class passengers survived better (class matters), families had different outcomes.
Da Titanic Eda — Syntax
# EDA workflow:
# df.info() # shape, types, missing
# df.describe() # statistics
# df.isnull().sum() # missing values per column
# df.groupby('col').mean() # patterns by group
# df.corr() # correlations
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