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Forage-British-Airways-Virtual-Experience

Data science virtual internship programme by British Airways through Forage!

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Task 1

Web scraping and analysis

This Jupyter notebook includes some code to get you started with web scraping. We will use a package called BeautifulSoup to collect the data from the web. Once you've collected your data and saved it into a local .csv file you should start with your analysis.

Scraping data from Skytrax

If you visit [https://www.airlinequality.com] you can see that there is a lot of data there. For this task, we are only interested in reviews related to British Airways and the Airline itself.

If you navigate to this link: [https://www.airlinequality.com/airline-reviews/british-airways] you will see this data. Now, we can use Python and BeautifulSoup to collect all the links to the reviews and then to collect the text data on each of the individual review links.

INSIGHTS FROM CUSTOMER REVIEWS

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Task 2

creating a classification model to predict customer buying behaviour preparing a powerpoint representation to highlight our insights and analysis

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Certification link : https://forage-uploads-prod.s3.amazonaws.com/completion-certificates/British%20Airways/NjynCWzGSaWXQCxSX_British%20Airways_sNY3dpBKLyqJDDhKr_1712950463598_completion_certificate.pdf

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Data science virtual internship programme by British Airways through Forage!

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