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Comparative financial analysis of China Airlines (CAL) versus EVA Airways, including DuPont analysis, capital structure evaluation, and Dividend Discount Model (DDM) valuation. Features dynamic Excel modeling with automated formulas, sensitivity analysis, and strategic recommendations for improving profitability and efficiency.
This repository houses a machine learning project. Its goal is to predict airline customer satisfaction based on factors like flight distance, in-flight amenities, service quality, and travel class. This aims to assist airlines in understanding the main factors affecting customer satisfaction, enabling them to make data-driven decisions.
Interactive Tableau dashboard analyzing British Airways customer reviews. visualizes key satisfaction metrics including cabin service, entertainment, and food quality across different aircraft models and traveler types.
This project applies Natural Language Processing (NLP) techniques to classify US airline tweets into positive, neutral, and negative sentiments. A Random Forest model trained on bag-of-words features achieves strong performance and reveals key customer pain points such as delays, cancellations, and service issues.
Strategic evaluation of a diversified conglomerate’s entry into the domestic airline industry. This IIM Bangalore case study analyzes ecosystem-level value creation, connectivity gaps in Tier-2 tourist circuits, and risk mitigation strategies.