Pull Request for Issue #440

[ankana2113]

Pull Request for ML-Crate 💡

Issue Title: Automobile Sales Data Analysis and Prediction

• Info about the related issue (Aim of the project) : To prepare a model to describe the trend in of automobile sales in a given dataset.
• **Name: Ankana Pari
• **GitHub ID: ankana2113
• **Idenitfy yourself: Contributor

Closes: #440

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

Prepared an EDA and four ml models to predict the trend of sales in automobiles.

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)
• [x] 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: ☑️

• [x] My code follows the guidelines of this project.
• [x] I have performed a self-review of my own code.
• [x] I have commented my code, particularly wherever it was hard to understand.
• [ ] I have made corresponding changes to the documentation.
• [x] 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[bot]]

Our team will soon review your PR. Thanks @ankana2113 :)

[ankana2113]

Where can I find the project structure

[abhisheks008]

Eg.: Dummy Project

Folder name: Dummy Project Structure:

Dummy Project
- Dataset
  - README.md - consisting the dataset link.
- Images
  - image1.png
  - image2.png
  - image3.png
- Model
  - dummy_project.ipynb
- README.md
- requirements.txt

The project structure is already given in the README file. This issue had been assigned to you last month, and I repeatedly inform you guys in Discord channel to not go for the last minute rush, eventually the coding period is closed by now.