Singaporean Cryptocurrency Analysis Completed

[Avdhesh-Varshney]

Pull Request for ML-Crate 💡

Issue Title: Singaporean Cryptocurrency Analysis

• Info about the related issue (Aim of the project) : Create a machine learning model to analyze the dataset of Singaporean Cryptocurrency.
• Name: Avdhesh Varshney
• GitHub ID: https://github.com/Avdhesh-Varshney
• Idenitfy yourself: Contributor

Closes: #issue number that will be closed through this PR
closes #476

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

• Checked for first dataset values out of 7537 datasets.
• Checked for missing values and cleaned the data accordingly.
• Analyzed the data, found insights and visualized them accordingly.
• Found detailed insights of different columns with target variable using plotting libraries.
• Train the datasets by different models and saves their accuracies into a dataframe.

Type of change ☑️

What sort of change have you made:

• New feature (non-breaking change which adds functionality)

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 @Avdhesh-Varshney :)

[Avdhesh-Varshney]

@abhisheks008 please review this pr and requested to merge this pr under KWOC

[abhisheks008]

Please follow the project structure and put your files accordingly. You can check other projects present here in this repo.
@Avdhesh-Varshney

[Avdhesh-Varshney]

@abhisheks008 please again review this pr and requested to merge this pr under KWOC

[abhisheks008]

Looks good to me! Your PR is approved and ready to be merged.
@Avdhesh-Varshney

[abhisheks008]

Hi @Avdhesh-Varshney can you share your email with me in Discord for further communication regarding the KWOC event?

[abhisheks008]

@Avdhesh-Varshney share your email ID

[Avdhesh-Varshney]

@Avdhesh-Varshney share your email ID

@abhisheks008
Email - [email protected]