Coronavirus Twitter Analysis using Python

#twitter #datascience #portfolio

This is part of building data science portfolio series. In this we will see how we can complement coronavirus dataset with social media dataset. We will also take social media data and enhance it with named entities, sentiment analysis and country standardization

[Cricketpracticevideoarchive]

Every minute of this video is imparting a lot of knowledge, its like reading 100 articles in just under 30 mins, sir a huge respect for you.

[bunnyvlogs]

Festival holiday is best utilized by ur video....gaining knowledge on UGADI .
Knowledge bank...srinivasan

[ketulpatel]

Great application of sentimental analysis in recent coronavirus COVID-19 epidemic. Spacy is the perfect package applied here to extract entities. Looking forward to many more videos. Thanks, Sri.

[shubhamtripathi]

Amazing. You have used Spacy to get entities, that one is the new information for me... Thank you 😊❤️

[chrisbred]

Sir, I watch(ed) many of your videos/tutorials and I want to say thank you. You're helping me so much :-)

[ijeffking]

Excellent video. The information you have shared is huge. Thank you very much.

[bhaveshwadhwani]

Great video!! Really inspiring to do things on self basis rather to replicate existing !! Thanks for Sharing.

[JunaidInHenan]

Your video is absolutely on point, and highly helpful as i was strucked in that where to start, I am also writing a research paper on Characterizing of COVID twitter information,
So, Sir, I have twitter text data around in millions, that i fetched from twitter based on the terms ' Coronavirus'. 'COVID-19', Now i put some labels manually to approximately 2000 posts, now what do you think what type of ML algorithm i should use to classify the remaining textual data based on my manual labels that i gave? PS: I classified the data into eight textual categories! And also for text data classification which algorithm is best ?

[mayankvadsola]

Thank you very much for this video with a great explanation!

[AIEngineeringLife]

And for google geocoding you can create a account with google cloud platform and then enable geocoding api to get apikey

[anushavengsarkar]

Thanks, a lot that's very useful. Appreciate your efforts

[meghachakravorty]

Sir, as much as I enjoyed the video, I noticed that the problem of using Vader for sentiment analysis is that it doesn't give correct analysis for covid19 data. For examle: if a statement says "I tested positive today", vader predicts it to be of positive sentiment (which is not correct). If you could address this problem, it would help me to learn more.

[himanshupatanwala]

Sir is it possible that you create any small demonstration or any resource where .properties file tutorial is provided? I tried creating the file in python using the file handling by naming the file with .properties thing. It did not work

[tanb]

Dear Srivatsan, thanks for your work.
As an extension to sentiment analysis using Vader, I am also trying to implement 'Aspect Based Sentiment Analysis' in Python. Searched a lot on the internet but not successful so far. If you have any pointers for the same, please help to guide.
Thanks in advance!

[srikanthv]

Nicely Explained about webscraping tweets good work, Thanks for the Video.
i wanted to know that if want to scrape more than one search words like(#covid-19, #coronavirusindia) is it possible to scrape by giving a list for search words. please clarify the same.

[bimowicaksana]

Thank you for your great explanation, my question : what kind of sentiment analyst method you're using here?

[udaysai]

Srivatsan- How to use googlemaps in jupyter notebooks. Does it goes with same logic as you used on google colab?

[valerysalov]

In industry is Spacy used for NLP task has it replaced nltk and steps such as lemmitization, stop word removal and tokenisation etc?

[Ramm]

HI sir thank you very much for the tutorial .I want to use multiple keywords and then save the tweets every hour to local .Can it be possible with the tweepy module ?

[utkar]

Hi there,
Thanks a lot for putting this together .. regarding the Google API, which API should we use cz there are many geolocation APIs by Google available. Thanks again in advance :)