UppuluriKalyani / ML-Nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!
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MIT License
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Feature request adding a covid cases analyser #529

Open BenakDeepak opened 3 days ago

BenakDeepak commented 3 days ago

Is your feature request related to a problem? Please describe. A clear and concise description of what the problem is.

In this feature request, users often face difficulties manually entering or uploading COVID-19 data in the correct format. If the data is not properly structured or if users input incorrect values, the tool cannot process or visualize the data effectively. This leads to errors or incomplete analyses.

Describe the solution you'd like A clear and concise description of what you want to happen.

I would like the tool to include automatic data validation and error handling when users upload files or manually enter data. The system should check the input format and ensure that all required fields (like Country, Date_reported, New_cases) are correctly filled before proceeding with visualization or forecasting.

Describe alternatives you've considered A clear and concise description of any alternative solutions or features you've considered.

  1. Providing a downloadable CSV template that users must follow to upload their data correctly.
  2. Implementing an input guide that shows examples or prompts users in real-time as they enter the data manually.

Approach to be followed (optional) A clear and concise description of the approach to be followed.

The approach to solving this problem would involve:

  1. Adding validation checks for both file upload and manual entry fields.
  2. Ensuring that an error message or prompt appears if the data format is incorrect, guiding users to correct their input.
  3. Allowing users to download a sample CSV template as a guide.

Additional context Add any other context or screenshots about the feature request here.

If implemented, this feature would reduce user errors and improve the accuracy of the data visualizations and forecasts. Screenshots of validation errors and examples of correct input formatting could be helpful.

github-actions[bot] commented 3 days ago

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github-actions[bot] commented 3 days ago

Thanks for raising this issue! However, we believe a similar issue already exists. Kindly go through all the open issues and ask to be assigned to that issue.