Smoking Health Assessment Test

[Chillthrower]

Is your feature request related to a problem? Please describe.
A simple smoking health assessment model which would help predicting gross income based on demographic and behavioral factors

Describe the solution you'd like
so moving on to the main purpose, this project would help us understand the income dynamics and strategies related to social welfare additionally it also helps in risk assessment and finally this model can assist in allocating resources more effectively, such as social assistance programs, healthcare services, and educational initiatives, to where they are most needed.

Additional context
Dataset: https://www.kaggle.com/datasets/utkarshx27/smoking-dataset-from-uk

What problem is this feature trying to solve?
the project aim is to provide valuable insights into income dynamics, facilitate targeted interventions, assess risk factors associated with income disparities, and optimize resource allocation to promote socioeconomic well-being.

How do we know when the feature is complete?
this was initially my college project but since then i had made some improvements over time

[github-actions]

Congratulations, @Chillthrower! 🎉 Thank you for creating your issue. Your contribution is greatly appreciated and we look forward to working with you to resolve the issue. Keep up the great work!

We will promptly review your changes and offer feedback. Keep up the excellent work! Kindly remember to check our contributing guidelines

[ranamanish674zu]

@SrijanShovit if possible assign it to me , i want to work on it

[SrijanShovit]

How is the motive aligned to any of the repo goals?

[ranamanish674zu]

To align the project with the repository's goals, you can emphasize how the smoking health assessment model contributes to understanding and addressing income disparities, a key aspect of socioeconomic research and public health. The project provides insights into the relationship between demographic and behavioral factors, such as smoking, and gross income, which can inform targeted interventions and policies. By predicting income based on these factors, the model supports the repository's aim to enhance social welfare and optimize resource allocation. Furthermore, the project's potential applications in risk assessment and resource distribution align with broader objectives of promoting socioeconomic well-being and reducing inequalities.

[github-actions]

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