Twitter Sentiment Analysis using NLP

[aindree-2005]

Pull Request for DL-Simplified 💡

Issue Title :

#221

• Info about the related issue (Aim of the project) :
• Name: Aindree Chatterjee
• GitHub ID: aindree-2005
• Email ID: [email protected]
• Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) CodePeak 2023

Closes: #221

Describe the add-ons or changes you've made 📃

Give a clear description of what have you added or modifications made
Added Project for twitter sentiment analysis

Type of change ☑️

What sort of change have you made:

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Code style update (formatting, local variables)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

How Has This Been Tested? ⚙️

Describe how it has been tested
Describe how have you verified the changes made

On kaggle, code isn't breaking anything

Checklist: ☑️

• My code follows the guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• I have added things that prove my fix is effective or that my feature works.
• Any dependent changes have been merged and published in downstream modules.

[github-actions]

Our team will soon review your PR. Thanks @aindree-2005 :)

[abhisheks008]

Well @aindree-2005 the models you have put in for this project are good enough to do the job. But I'll prefer having a model with accuracy score more than 85%. Can you find out some models which are having 85% score?

[aindree-2005]

Sure let me retry with bert

[aindree-2005]

@abhisheks008 added BERT. 87% Accuracy.

So, final round up is BERT- 87%, LSTM- 78%, Sequential Model- 72%

[abhisheks008]

Looks perfect now. Your PR is approved and ready to be merged.
@aindree-2005