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company-stats

Job Market Analytics

Data Science

company-stats is a comprehensive data science project that combines multiple job market datasets to provide insights into hiring trends, salary patterns, and industry movements. The project focuses particularly on H1B visa data and tech industry hiring patterns to understand market dynamics.

Problem & Solution

Problem Statement

The job market is complex and constantly evolving, making it difficult for job seekers and employers to understand current trends, salary expectations, and hiring patterns across different industries and visa categories.

Solution

By synthesizing data from multiple sources including Simplify and H1B grader databases, the project provides comprehensive analytics and visualizations that reveal hidden patterns and trends in the job market.

Key Features

Multi-source Data Integration
H1B Visa Trend Analysis
Salary Pattern Recognition
Interactive Visualizations
Market Prediction Models
Industry Comparison Tools
Geographic Analysis

Project Highlights

  • Integrates multiple job market data sources
  • Analyzes H1B visa and hiring trends
  • Creates predictive models for market patterns
  • Provides actionable insights for job seekers

Technologies Used

PythonData ScienceJupyter NotebookData VisualizationStatisticsPandasMarket Analysis

Category

Data Science