Stack Overflow Survey 2023 - EDA Guide

[Charvi-14]

This PR adds a guide to help users perform Exploratory Data Analysis (EDA) on the Stack Overflow Survey 2023 data. The material covers:

• Understanding Data Structure: How to load the dataset and explore variables, patterns, and distributions.
• Data Cleaning and Preparation: Identifying and handling missing values, outliers, and inconsistencies.
• Feature Engineering and Selection: Choosing relevant features for better analysis or model performance.
• Visualization Techniques: Using bar plots, scatter plots, heatmaps, etc., with explanations on interpreting trends.
• Handling Correlations: Identifying and managing feature correlations.
• Domain-Specific Insights: Analyzing developer trends, technology preferences, and geographic patterns.

Tasks

• Create a comprehensive EDA guide for Stack Overflow Survey 2023.
• Add examples of common plots and how to interpret them.
• Split Multiselect Column into Multiple Boolean Columns
• Update the README with a section on how to use the new EDA material.

Issue Resolved: #1085

[github-actions]

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[Charvi-14]

Hey @Niketkumardheeryan pls review

[Niketkumardheeryan]

Good work @Charvi-14, just expecting better readme.md file

1. rename reame_2023.md to readme.md only
2. add proper heading in readme files and
3. add results of survey (EDA images as well with brief explanation)

[Charvi-14]

Sure will do Thanks

…

On Thu, 10 Oct 2024, 01:43 Niket kumar Dheeryan, ***@***.***> wrote: Good work @Charvi-14 <https://github.com/Charvi-14>, just expecting better readme.md file 1. rename reame_2023.md to readme.md only 2. add proper heading in readme files and 3. add results of survey (EDA images as well with brief explanation) — Reply to this email directly, view it on GitHub <#1089 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AZTLHHDTSZG3LHQ6I7C3LQDZ2WFAHAVCNFSM6AAAAABPNHQ6UOVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDIMBTGM2DOMBVG4> . You are receiving this because you were assigned.Message ID: ***@***.***>

[Charvi-14]

Awesome, thanks!

…

On Mon, Oct 14, 2024 at 7:19 PM Niket kumar Dheeryan < ***@***.***> wrote: Merged #1089 <#1089> into master. — Reply to this email directly, view it on GitHub <#1089 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AZTLHHFDD7ESKO4JDOMLG7DZ3PDYNAVCNFSM6AAAAABPNHQ6UOVHI2DSMVQWIX3LMV45UABCJFZXG5LFIV3GK3TUJZXXI2LGNFRWC5DJN5XDWMJUGYZTMNJYG44TCOA> . You are receiving this because you were mentioned.Message ID: ***@***.*** com>