Exploratory Data Analysis for Beginners
A guide for beginners to perform exploratory data analysis on a dataset.
11 month ago
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CONTEXT
In the field of data science, exploratory data analysis (EDA) is a crucial step to understand the structure and patterns within data.
OBJECTIVE
To guide beginners through the fundamental steps of EDA, including data visualization and summary statistics.
FORMAT
The analysis should be documented and include visualizations, descriptive statistics, and interpretations.
EXAMPLES
For a dataset like the Titanic passengers, illustrate how to analyze survival rates using charts, distributions, and key insights.
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