Data Science Virtual Internship programme by British Airways through Forage!
- Applying webscraping in unstructured data taken from the https://www.airlinequality.com/airline-reviews/british-airways
- Analyze customer reviews using sentimental analysis to sort positive and negative reviews
- Preparing a powerpoint representation to highlight our insights and analysis
![image](https://private-user-images.githubusercontent.com/110702728/243974007-598cbfbd-2484-479c-82fa-1f7e63d0d8d6.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5NDk2NzYsIm5iZiI6MTczODk0OTM3NiwicGF0aCI6Ii8xMTA3MDI3MjgvMjQzOTc0MDA3LTU5OGNiZmJkLTI0ODQtNDc5Yy04MmZhLTFmN2U2M2QwZDhkNi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QxNzI5MzZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0wNDNjM2QwZDk0YzgzNDU5YTAxZjE0ZTUwMmQ1NzYwNTkwMjBkMDIwNjdjNGQzMzgzNjBjZTk1YzliYzZiZTVmJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.BVfcpJ8Aoa9YuyD7xYNDDcH_jnwYwYIjthq3ezHH0Is)
![image](https://private-user-images.githubusercontent.com/110702728/243972915-d2638d67-5fa2-4623-a652-90e7ce083793.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5NDk2NzYsIm5iZiI6MTczODk0OTM3NiwicGF0aCI6Ii8xMTA3MDI3MjgvMjQzOTcyOTE1LWQyNjM4ZDY3LTVmYTItNDYyMy1hNjUyLTkwZTdjZTA4Mzc5My5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QxNzI5MzZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1lZTg4ZjVjNGUxMjYxMzJmNDE2ODczMjZmNjQwOTRhNTlhZmFlYjA5NDExOGEzYzY0Y2RlMWI0ODAzZGMxMTNkJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.aNfiy2DvjKGLjR24TY5NU8XvEHOO1RunfpPH1YPYx7U)
Creating a classification model to predict customer buying behaviour preparing a powerpoint representation to highlight our insights and analysis
![image](https://private-user-images.githubusercontent.com/110702728/243973429-bcd9ff93-8df0-4468-ac77-ef065780cb6a.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Mzg5NDk2NzYsIm5iZiI6MTczODk0OTM3NiwicGF0aCI6Ii8xMTA3MDI3MjgvMjQzOTczNDI5LWJjZDlmZjkzLThkZjAtNDQ2OC1hYzc3LWVmMDY1NzgwY2I2YS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMjA3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDIwN1QxNzI5MzZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1kMWQwMTE0OTU0MWYyN2FiOTM5NWZjNTg5MjRlOTM3YjJkMTA2YWU3OTQ3NzA3ZjEwZTM0NWRiYWQxODc1MGZlJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.ZVEQgyOZfeHAC74R4TnGdBSP5j3uMHA_Cv93n_8m124)