Added Economic Analysis using World Bank Data

[Kritika75]

Pull Request for PyVerse 💡

Requesting to submit a pull request to the PyVerse repository.

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Issue Title

Economic Analysis of India using World Bank Data #700

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Info about the Related Issue

The aim of the Global Economic Visualization project is to provide a comprehensive and interactive analysis of critical economic indicators for selected countries. By leveraging data from the World Bank API, this project seeks to:

1. Visualize Economic Trends: Create dynamic visualizations that showcase the trends and changes in GDP, unemployment rates, inflation rates, exports, and current account balances over time.
2. Enhance Data Accessibility: Allow users to easily understand complex economic data through intuitive graphs and charts.
3. Support Decision-Making: Provide valuable insights for policymakers, researchers, and stakeholders interested in economic analysis and forecasting.
4. Facilitate Sentiment Analysis: Analyze sentiments from economic news articles to understand public perception regarding economic conditions.
5. By addressing these goals, the project contributes to better-informed discussions and analyses regarding global economic conditions and trends.

• I have described the aim of the project.

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Name

Kritika Singh

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GitHub ID

Kritika75

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Email ID

[email protected]

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Identify Yourself

Mention in which program you are contributing (e.g., WoB, GSSOC, SSOC, SWOC).

GSSOC'24 ext, hacktoberfest

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Closes

Enter the issue number that will be closed through this PR.
#700

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Describe the Add-ons or Changes You've Made

1. Error Handling: Improved data fetching with better error handling for missing indicators.
2. Data Processing: Added validation to check for necessary columns before visualizations.
3. Visualization Fixes: Corrected the GDP Growth Visualization to ensure it displays accurately.
4. Sentiment Analysis: Provided an example for inputting news articles for sentiment analysis.
5. Documentation: Updated README.md with clear instructions and added comments in the code for clarity.
6. CSV Export: Maintained functionality to export processed data to CSV for user convenience.

• I have described my changes.

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Type of Change

Select the type of change:

• 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

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How Has This Been Tested?

I tested the changes by running the Global_EconoViz.py script to verify that the data fetching, processing, and visualization functionalities work as expected. I checked the graphs for GDP growth, unemployment rates, and inflation rates, ensuring they displayed correctly with accurate data. I also confirmed the sentiment analysis function returns the expected output for the provided news articles.

• I have described my testing process.

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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.

[github-actions]

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[Kritika75]

@UTSAVS26 let me know if everything is okay also can you please check if it is level2 one like you have labeled level 1 to my issue that's why

thank you

[UTSAVS26]

@UTSAVS26 let me know if everything is okay also can you please check if it is level2 one like you have labeled level 1 to my issue that's why

thank you

You are adding a project that is counted under level1 but if you try to fix any bug or add new feature in the existing codebase that will be counted under level2 or level3.

[Kritika75]

@UTSAVS26 let me know if everything is okay also can you please check if it is level2 one like you have labeled level 1 to my issue that's why

thank you

You are adding a project that is counted under level1 but if you try to fix any bug or add new feature in the existing codebase that will be counted under level2 or level3.

Ohk, got it, Thank you