Pull Request for PyVerse 💡

Requesting to submit a pull request to the PyVerse repository.

Issue Title

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Death Rate Analysis

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Info about the Related Issue

What's the goal of the project?

The main goal of the "Death Rate Analysis" project is to assess mortality statistics across various countries based on different causes of death. The purpose is to aid in improving health policies by analyzing gender-wise death rates and understanding their relationship with factors such as the Human Development Index (HDI) and Gross Domestic Product (GDP).

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Name

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Sharayu Anuse

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GitHub ID

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114616759

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Email ID

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[email protected]

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Identify Yourself

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GSSOC-Ext, Hacktoberfest

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Closes

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*Closes: #769 *

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Describe the Add-ons or Changes You've Made

• Collected datasets on death rates, HDI, and GDP for analysis.

• Cleaned and filtered the datasets for consistency (intersection of countries).

• Visualized relationships between death rates, HDI, and GDP.

• Analyzed gender-wise patterns and biases in the data.

• Identified outliers and formulated insights on socio-economic effects on mortality.

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Type of Change

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• 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?

Tested by validating the mortality data against reliable sources and comparing calculated mortality rates with historical trends or benchmarks.

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Checklist

Please confirm the following:

• 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.