How to Scrape Google Play Reviews and do Sentiment Analysis using Python and Transformers

The video consists of Scraping Google Play Reviews using a library called google_play_scraper. And in the next step we will use transformers to do sentiment analysis of the reviews.

[@barbyd2002]

Thank you so much for this video! Great explanation and very easy to follow even as a beginner in python programming.

[@RAZSTAR]

Hey Gagan ! Thanks for this. You made it so simple ! Learned a lot

[@timepassgamer2602]

Great explaination sir!!

[@regitaputripermata9195]

thanks for this, it is help me to scrapping other apps

[@cosminandrei5820]

Thank you for this tutorial!

[@GuLamGaming]

Great one bro

[@amitkakkar8267]

Mr. Gagan. Thanks for sharing this video. With this, only 200 reviews are scrapped. What needs to be done if we need to scrap all the reviews?

[@adityarajkashyap8]

great vid brother 👍

[@YagyaChoudhary]

Hey Gagan, thanks for this. However, I am facing a data dimension mismatch and the expected input size mismatch. Stated below
RuntimeError: The expanded size of the tensor (615) must match the existing size (514) at non-singleton dimension 1. Target sizes: [1, 615]. Tensor sizes: [1, 514]

[@pankajkumarsingh2145]

Hi Gagan, thanks a lot for this.. have been looking for this for a while
By any chance, were you able to shoot the data engineering part ? Like how to get this data in a database ?

[@gagandeepkundi8855]

Sure, I'll see if I can find some time this week.

[@michaelfajemilehin1793]

Thank you 🙏🏽

[@matthewhandoko1419]

hello Gagandeep, if i'm using jupyter notebook on browser, is there any way to not restart the whole notebook? there is a part where we import pipeline which takes a lot of time, considering it is 1.43 GB or more. thanks in advance!

[@DarmaSeptiawan-jj9bq]

hi gagandeep kundi, can you show list of users that submitted ratings only?
I already follow this step, but only showing the reviews and rating. but cannot for user submitted the ratings only

[@ronnieyap1001]

cannot routh to file path

[@cavinaychauhan287]

Hi. Thanks for this. But wanted to know how to scrape all the reviews ( you have scraped only 5 reviews. Most of the reviews will appear once we click "See all reviews" in a pop up). Any method to scrape all the reviews?

[@gagandeepkundi8855]

Hi Vinay, all the reviews that could be scraped were scraped. Using pandas dataframe head function you get to see only 5 rows, you can see more by adding an argument like df.head(20) and now you'll be able to view 20 reviews. I'd recommend watching some basic Pandas tutorial to get the most out of this video.

[@muhammadbrillian5849]

What about the replies from the developer? Is there a way to scrape it as well?

[@dhavalvisariya]

how to deploy this model into web plz share that also

[@toshifchhipa8938]

Bro Hinglish reviews ka kaise sentiment analysis karey, Google translate ki api work ni Karri

[@michaelfajemilehin1793]

How long could this take to analyse about 50000 rows of reviews

[@gagandeepkundi8855]

Hi Michael, time can vary depending on the compute resources. For the fastest performance, try Google Colab with GPU.

[@findthetruth3021]

Where is the source code please?

[@gagandeepkundi8855]

github.com/kundigagandeep/sentiment_analysis

[@findthetruth3021]

@@gagandeepkundi8855 Thank you so much.

[@srh1034]

Good content but awful screen resolution and presentation! Do not ruin your effort by producing low quality material