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Recode-Hive / Stackoverflow-Analysis

Stack overflow is a professional community for developers. This repo analysis 3 years of developer Survey done by Stackoverflow and do visualization and predict the salary of Data Scientist in future.
https://stackoverflow-analysis.streamlit.app/
MIT License
110 stars 102 forks source link

[Feature Request]: Job Satisfaction Prediction ( EDA , data preprocessing & Machine Learning )over survey_results_public_2018) #293

Closed ranamanish674zu closed 3 days ago

ranamanish674zu commented 1 week ago

Is there an existing issue for this?

Feature Description

Target Variable: JobSatisfaction or CareerSatisfaction. Predictors: Variables like Employment, YearsCodingProf, FormalEducation, CompanySize, DevType, etc. Objective: Predict levels of job satisfaction based on personal and professional attributes.

Use Case

Predicting job satisfaction using variables such as Employment, YearsCodingProf, FormalEducation, CompanySize, and DevType can help organizations better understand the factors contributing to employee happiness and retention. By identifying key predictors of job satisfaction, companies can tailor their policies, work environments, and professional development programs to enhance employee well-being. This predictive analysis can aid in reducing turnover rates, improving job performance, and fostering a positive workplace culture. Additionally, it can guide recruitment strategies by highlighting attributes that align with higher satisfaction levels. Ultimately, this insight helps organizations create more fulfilling and productive work experiences for their employees.

Benefits

Predicting job satisfaction enables organizations to enhance employee well-being, reduce turnover, improve performance, tailor recruitment strategies, and foster a positive workplace culture.

Priority

High

Record

github-actions[bot] commented 1 week ago

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.

ranamanish674zu commented 1 week ago

Can you assign it to me? @sanjay-kv Full name: Manish Rana GitHub profile link: https://github.com/ranamanish674zu Email ID: manish.rana2021@vitbhopal.ac.inn Approach for this : python & machine learning What is your participant role?: GSSoC-2024 contributor

Can you add the label for GSSoC, i want to work on it Thanks.

github-actions[bot] commented 3 days ago

Hello @ranamanish674zu! Your issue #293 has been closed. Thank you for your contribution!