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This repository contains my work for the British Airways Data Science Programme, a virtual experience program hosted on The Forage website. The program offers tasks to hone data science skills, focusing on web scraping and predictive modeling.
- Task 1: Web scraping reviews from a website, data cleaning, and presentation.
- Task 2: Building a model to predict customer buying behavior.
This project is a personal initiative aimed at skill improvement. It involves gathering data from the Skytrax website to analyze British Airways reviews. The idea originated during my participation in a work experience program on the Forage website. The rich data inspired me to create a dashboard. Initially, I was assigned to summarize insights in a PowerPoint slide, but I expanded the scope to develop a comprehensive dashboard using Tableau.
- Utilized web scraping techniques to gather data.
- Cleaned and analyzed data to derive insights.
- Created a dashboard using Tableau for data visualization.
- Enhanced Tableau skills through practical application.
- Encouraged creativity and innovation in data presentation.
- Transformed raw data into actionable insights.
This project not only fulfilled the program tasks but also served as a platform for personal growth and skill development. It showcases my ability to tackle real-world data challenges and present findings effectively.