Imported dataset and analysed and cleaned it

[Shobhit-Bandhu]

Pull Request for ML-Crate 💡

Issue Title: Stock Sentiment Analysis

• Info about the related issue (Aim of the project) : To perform sentiment analysis on stock market comments
• Name: Shobhit-Bandhu
• GitHub ID: Shobhit Bandhu
• Idenitfy yourself: Contributor KWOC '23

Closes: #issue 351

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

Imported dataset from https://www.kaggle.com/datasets/avisheksood/stock-news-sentiment-analysismassive-dataset,
analysed, cleaned and lemmatized it.

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

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 @Shobhit-Bandhu :)

[abhisheks008]

Hi @Shobhit-Bandhu please follow the project structure for putting your contribution. You can go through other projects here in this repository to get an idea about the same. Please update the project according to the project structure.

@Shobhit-Bandhu

[abhisheks008]

Prepare some EDA and Visualization using different methods such as word clouds etc. Collect all the output images and put them together in Images folder which you need to create. Also update the README.md file according to the given template, https://github.com/abhisheks008/ML-Crate/blob/main/.github/readme_template.md

@Shobhit-Bandhu