{"repo":"SaurabhSSB/wage-gap-analysis-usa","free":true,"listed":false,"github":"https://github.com/SaurabhSSB/wage-gap-analysis-usa","clone":"git clone https://github.com/SaurabhSSB/wage-gap-analysis-usa.git","description":"An exploratory data analysis (EDA) project that investigates wage disparities between Black and White workers in the United States over time. This analysis uses statistical methods, visualizations, and hypothesis testing to uncover trends, measure wage gaps, and identify patterns across race and gender from historical data.","language":"Jupyter Notebook","stars":11,"topics":["data-analysis","data-visualization","economic-inequality","eda","income-inequality","matplotlib","pandas","python","seaborn","social-data-analysis"],"license":"MIT","category":"analytics","readme_excerpt":"Wage Gap Analysis USA This repository explores wage disparities between Black and White workers in the United States through data analysis and visualization techniques. The project aims to uncover trends, identify inequality patterns, and provide actionable insights using historical wage data. 📊 Project Overview - Objective : Analyze and visualize the wage gap between Black and White individuals in the U.S. labor force, including gender-based trends. - Approach : Exploratory Data Analysis (EDA), statistical testing (t-tests), and visual storytelling using Python. - Tools Used : - Python - Pandas - Seaborn - Matplotlib - NumPy - SciPy 📁 Files Included File Name Description ---------------------------------- ------------- 1 familliarization.ipynb Initial dataset familiarization 2 eda.ipynb Exploratory data analysis black white wage gap.csv Wage data used for analysis Black - White Wage Gap in USA EDA.py Full Python script with visualizations black white.docx Summary of findings and recommendations 📈 Key Insights - Wage Gap : The wage gap has persisted over time, with significant differences observed between Black and White workers. - Gender Dynamics : Wage disparities exist both within and across gender lines. - Statistical Tests : t-tests indicate statistically significant wage differences across subgroups. ✅ Recommendations - Advocate for equal pay and fair labor practices. - Conduct deeper industry-wise and intersectional analysis. - Promote continuous monitoring and poli","default_branch":null,"files":null,"tree":[],"storefront":"/r/SaurabhSSB","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SaurabhSSB/wage-gap-analysis-usa/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}