EDA-StackOverflowSurvey2023- Add new learning

[Charvi-14]

Stack Overflow Survey 2023 - EDA Guide

Description

To add learning material that guides users on how to perform an Exploratory Data Analysis (EDA) on the Stack Overflow Survey 2023 data. This will help users understand the data better and improve their analysis skills. The material covers key aspects such as:

• Understanding Data Structure:
  How to load and explore the dataset to get insights into the variables, patterns, and distributions.

• Data Cleaning and Preparation:
  Identifying missing values, outliers, and inconsistencies, and introducing techniques to clean the data effectively.

• Feature Engineering and Selection:
  Methods for selecting the most relevant variables to improve analysis or model performance.

• Visualization Techniques:
  Covering different types of plots (bar plots, scatter plots, heatmaps, etc.) and how to interpret them to find trends and relationships.

• Handling Correlations:
  Techniques for understanding and dealing with correlations between features.

• Domain-Specific Insights:
  Focused analysis on relevant trends in the developer community, such as technology preferences, geographical trends, and developer satisfaction.

This will improve the overall user experience when analyzing the survey data and help users make more data-driven decisions.

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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.

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Assign To

Charvi Arora

[github-actions]

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...

[Charvi-14]

I am a GGSOC24 Extd. Contributor
I would appreciate if u allow me to add value to the ML-CaPsule
Understanding data is the first step in ML

[Charvi-14]

Should i start work on the issue?

…

On Wed, Oct 2, 2024 at 5:08 PM github-actions[bot] ***@***.***> wrote: Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning... — Reply to this email directly, view it on GitHub <#1085 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AZTLHHF7454QAXEZ5EWRRNLZZPLK5AVCNFSM6AAAAABPHPRWKWVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGOBYGQZTANJXHE> . You are receiving this because you authored the thread.Message ID: ***@***.***>

[Niketkumardheeryan]

Should i start work on the issue?
…
On Wed, Oct 2, 2024 at 5:08 PM github-actions[bot] @.> wrote: Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning... — Reply to this email directly, view it on GitHub <#1085 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AZTLHHF7454QAXEZ5EWRRNLZZPLK5AVCNFSM6AAAAABPHPRWKWVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGOBYGQZTANJXHE . You are receiving this because you authored the thread.Message ID: @.>

You can start working