[Feature Request]: Add Multi-Feature Scatter Plot Representation
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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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@sanjay-kv If you find this idea suitable, please assign it to me as part of GSSoC'24 Extended along with appropriate labels.
make sure it should not be another notebook file, should be integrating to the streamlit
@sanjay-kv Thank you for assigning
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