Pull Request for ML-Crate 💡

Issue Title: Gold Analysis and Prediction

Info about the related issue (Aim of the project): Gold Analysis and Prediction
Name: Sai Kiran B L S
GitHub ID: Bayyana-kiran
Identify yourself: IWOC2024

Closes: #497

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

I have added a comprehensive analysis of The Gold Analysis and Prediction Dataset, covering characters, episodes, locations, and script lines. The analysis includes visualizations, character dynamics, episode trends, and sentiment patterns.

Type of change ☑️

What sort of change have you made:

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

How Has This Been Tested? ⚙️

I have tested the analysis by running the Python code on the provided dataset. Additionally, I have verified the visualizations and cross-checked the results with expected outcomes.

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.
[x] I have made corresponding changes to the documentation.
[x] My changes generate no new warnings.
[x] I have added things that prove my fix is effective or that my feature works.
[x] Any dependent changes have been merged and published in downstream modules.

abhisheks008 / ML-Crate

Gold Analysis and Prediction #497 #553