[Feature Request]: Add Multi-Feature Scatter Plot Representation

[Varshitha006]

Is there an existing issue for this?

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Feature Description

This feature aims to introduce a scatter plot visualization that allows users to explore the relationships between multiple variables from the Stack Overflow developer survey dataset. The scatter plot will enable users to analyze how factors such as Developer Type, ConvertedCompYearly (salary), Country, and Years of Professional Coding Experience correlate with one another, providing a clearer understanding of the dynamics within the developer community.

Use Case

The goal is to provide a clear visual representation of how various factors, such as Developer Type, salary (ConvertedCompYearly), country of residence, and years of professional coding experience, interact with one another. This will allow users to identify trends, disparities, and insights that may not be immediately obvious in tabular data

Benefits

Enhanced Data Interpretation: The scatter plot provides a visual method to interpret complex relationships in the data.
Identify Trends and Patterns: Users can easily see how different developer types are compensated based on experience and location.
the below screenshot is a simple example i have done for Survey_results_sample_2021 dataset.

Priority

High

Record

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[github-actions]

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[github-actions]

Hi there! Thanks for opening this issue. We appreciate your contribution to this open-source project. We aim to respond or assign your issue as soon as possible.

[Varshitha006]

@sanjay-kv If you find this idea suitable, please assign it to me as part of GSSoC'24 Extended along with appropriate labels.

[sanjay-kv]

make sure it should not be another notebook file, should be integrating to the streamlit

[Varshitha006]

@sanjay-kv Thank you for assigning

[github-actions]

This issue has been automatically closed because it has been inactive for more than 30 days. If you believe this is still relevant, feel free to reopen it or create a new one. Thank you!