Data Science Intern at British Airways!

In this video, I am discussing my approach as a data science intern at British Airways working on Customer feedback data and bookings data to gain insights and prepare a model to predict the booking behavior of a customer.
LINKS:
Forage Internships:
www.theforage.com/
GitHub:
github.com/hseju/British-Airw...

[@ayyanraghav9207]

I have to start this internship today; you've done a great work. The final presentation file is also great.

[@yuan123]

Very detailed guidance, thank you.

[@nathbobs]

Amazing explanation 👏🏾

[@ameyajaiswal4033]

Amazing video.

[@imperfectsenseiData]

Glad you think so!

[@adu-gyamfijames2925]

Please kindly help me out as I am stuck at where the reviews are saved . If you can possible do an entire video starting from the beginning I will be glad

[@jamieosas95]

yh this is really complex and super advanced where does one start

[@pbcustoms9061]

Hii can you tell me how i can scrape the no of stars?

[@sauravsingh9586]

There is an issue with the length of features how that coul be handeled

[@ooouuuccchhh]

How much time it took for you to complete this internship?

[@user-cn3iz1ie7m]

Can you plz help me because I want to join as an intern in british airline but not in data science but as cargo asecutive or in air traffic department

[@nayajean4686]

Hi I am doing that forage virtual internship . I am stuck in task 2. I can't read the file. i am getting an error. No such file or directory. If you could help me. I would be so grateful

[@imperfectsenseiData]

​ @Naya Jean Sure, which file are you trying to access? Is it the python notebook (.ipynb)?

[@suiiii784]

For which ages can you do this programme

[@imperfectsenseiData]

There is no age limit as far one knows what to do!

[@037ishaqshaik4]

bro can you help me with the page link how to type it

[@samuelebojielu855]

just go to page 2 of the website and copy the link.

[@techworldwithwasi8338]

I'm a student of computer science. Can i do this internship?

[@upcomingartist23]

yes

[@FlabbergastedTurtle]

no bro, only MBBS students can do this course, like wtf? :)

[@alvarovs89]

Hi! I'm doing the the forage,ect in theforage aa nd although I'm student, of data science I'm just le,arning about NLP, so finding your videinhelp me a lot about how to proceed. Thanks for that. Anyway, the important part of this post is that I think you made a mistake when you striped the "\t\t\t\t\t\t\t" from the score. Apparently, when we scraped the rating, the one with "\t" is picked from the overall rating for the airlines, so, for example, the first review in your example it should be 1 but for the overall airline is 5 you considered that score for the first review. This might lead to wrong assumptions about the data. I think that a good way to overcome this (and this is what i did) is to eliminating the scores that contains "\t" instead of striping from the string. Hope it makes sense :) Cheers.

[@alvarovs89]

For completeness, I realized this when I scrapped only the first page with 100 reviews and I got 101 scores that's why I noted that the first score that contains "\t\t\t\t\t5" was the overall rating for the company. stars=[ x for x in stars if "\t" not in x ] Before creating the DataFrame :)

[@imperfectsenseiData]

Hi there! Thank you for you input and you are absolutely right. I really appreciate it your response. I did a mistake there.

[@alvarovs89]

@@imperfectsenseiData Thank you so much for your video I think you did a really good job and to be honest it really help me to learn a few things :)! (I followed on GitHub and here on youtube by the way). Thanks!

[@imperfectsenseiData]

@@alvarovs89 Thanks for your feedback and follow. Looking forward to sharing more useful content. :)

[@nayajean4686]

Hi I am doing that forage virtual internship . I am stuck in task 2. I can't read the file. i am getting an error. No such file or directory. If you could help me. I would be so grateful

[@rmb827]

Will you pl share code file

[@imperfectsenseiData]

Yes, the github link is in the description.

[@vandygianto2436]

can you share the files?

[@imperfectsenseiData]

I have added the link in the description now.

[@vandygianto2436]

@@imperfectsenseiData thankyou👍, it is really helpful, I really like the content

[@imperfectsenseiData]

@@vandygianto2436 I am glad :)