British-Airways-Data-Science-Simulation

Data science job simulation program by British Airways through Forage

Part 1

• Applying webscraping in unstructured text data taken from the https://www.airlinequality.com/airline-reviews/british-airways
• Conduct sentiment analysis on the collected customer reviews to categorize them into positive and negative feedback.
• Showcase the insights and analysis effectively.

Part 2

• customer_booking data processing.
• Develop classification models to predict customer buying behavior.
• Present the insights and analysis derived from the model: Features Importance, Model Evaluation.