Aspect Based Sentiment Analysis Python Demo & Explanation

[@vipinsainilol]

Thank you, Ritesh for sharing the ABSA demo.

[@RitheshSreenivasan]

Thank You!

[@bhargavsolanky1330]

Thanks for this!
However I am unable to install the package using "pip install aspect-based-sentiment-analysis" with error "ERROR: Could not find a version that satisfies the requirement aspect-based-sentiment-analysis (from versions: none)
ERROR: No matching distribution found for aspect-based-sentiment-analysis".
Any help on this?

[@bryanzhigui3834]

I have the same problem :(

[@rajeevmayekar1775]

osm content is it possible to do aspect based sentiment analysis on cloth reveiw dataset whether they are going to buy or not.
if i add text to the all the reveiws "i might buy " will there be good aspect accuracy to "buy" ?

[@RitheshSreenivasan]

You have to try it out. Thank You

[@gunabalang9543]

waiting for more videos in nlp specific to data analysis

[@RitheshSreenivasan]

Checkout my old videis

[@gunabalang9543]

@@RitheshSreenivasan sure

[@DnyaneshwarPanchaldsp]

how the token weight is devided or decided while calculating the polarity

[@RitheshSreenivasan]

Please refer to the official documentation. I don't remember now

[@puransingh2726]

Thanks Ritesh, Can you Please share the Demo notebook, used in this presentation.

[@RitheshSreenivasan]

Checkout the github repository for ASBA in the description of the video. Just use the example code. Nothing special in my demo notebook

[@wildanrahman1333]

Hey, thanks for the video. But can we use it for another language?

[@RitheshSreenivasan]

Not sure. Check their documentation

[@DnyaneshwarPanchaldsp]

How to explain bert classifier in research paper

[@RitheshSreenivasan]

Refer to Bert paper for architecture and explain the additional classification layer

[@DnyaneshwarPanchaldsp]

@@RitheshSreenivasan thank you Sir

[@ambrosionguema9200]

How to train new keywords in this model?

[@RitheshSreenivasan]

You have to explicitly specify keywords. You cannot train for new keywords

[@ambrosionguema9200]

@@RitheshSreenivasan thanks.

[@ambrosionguema9200]

Why don't you do on Dataframes columns with a list of keywords?

[@RitheshSreenivasan]

You can do it on data frames as well

[@ambrosionguema9200]

@@RitheshSreenivasan When you working on DataFrames will see an error maybe. For loop about 10000 rows and 100 keywords, example.

[@RitheshSreenivasan]

@@ambrosionguema9200 May be how does that matter. Can happen with any algorithm

[@shaikgaffar4022]

Thanks Ritesh for sharing the ABSA demo... Kindly If possible please do a demo on Fine Grained Sentimental Analysis NLP

[@RitheshSreenivasan]

Let me try

[@shaikabdulgaffar6013]

@@RitheshSreenivasan Thanks a Lot Ritesh.,.👍👍

[@mohammedarsalan7164]

thanks

[@RitheshSreenivasan]

You're welcome!

[@gunabalang9543]

amazing

[@tejaswi1995]

Thanks for sharing

[@RitheshSreenivasan]

Thank You!

[@ambrosionguema9200]

Working on DataFrames is the most common in Data Science

[@RitheshSreenivasan]

May be

[@VLM234]

[@RitheshSreenivasan]

Thank You!

[@DnyaneshwarPanchaldsp]

👌👌