PCOS Detection | 2. EDA

[SrijanShovit]

Is your feature request related to a problem? Please describe.

PCOS Detection EDA to investigate data and generate insights.

Describe the solution you'd like

Step 2:

1. Perform Univariate and Multivariate analysis and draw conclusions from there.
2. Explore Correlation Matrix(can try different methods and search if they give the same conclusion and why)
3. Check the distribution(skewness) of the columns
4. Detect Outliers(don't remove)
5. Detect Class Label Imbalance

Provide as much relevant graphs and conclusive markdown cells as possible.

Describe alternatives you've considered

No response

Additional context

No response

Code of Conduct

• [X] I agree to follow this project's Code of Conduct

[oj1o1]

hey @SrijanShovit I would like to work on this issue ...Can you please assign me ?

[RutikaW1155]

Hello @SrijanShovit , I am GSSOC'24 contributor. I have resolved a similar issue earlier and I know how to work with such an issue. Can you please assign this issue?

[bhumirao]

Hi @SrijanShovit , i would be glad if you assign me this issue, i have previously worked in PCOS detection in my college minor project and have some meaningful insights from there, for this project . I would request you to assign me the EDA for this project, i.e dataset exploaration . I am a pre final yr student pursuining my Btech in datascience and AI ,am also a GSSOC'24 contributor .

[Saketh1714]

Hello @SrijanShovit can you assign this issue to me under GSSOC'24.

[pranjalipilankar]

Hello @SrijanShovit, I would like to perform EDA on the PCOS Detection dataset under GSSOC'24. I have experience with Data Preprocessing (including PCA) and am familiar with the libraries used.

Could you please assign me this issue.

[a-di-ti]

Hi, this is an interesting project I'd like to work on. I have similar experience with other medical image datasets and am a GSSOC '24 contributor. Looking forward to being assigned this issue!

[SrijanShovit]

any updates @Piyushseth55

[me-shweta]

@SrijanShovit I'm interested in this work. Assign me this task. :)

[JyotikaJayani-08]

Please assign me this issue .

[Piyushseth55]

any updates @Piyushseth55

Task completed. Make the PR, please check it. Please assigne this issue to me.

[Taranpreet10451]

@SrijanShovit I am good at it please assign this to me.

[Piyushseth55]

PCOS Detection EDA to investigate data and generate insights.

correct the file name and make the PR, please check it.

[Ar7109]

@SrijanShovit I have worked earlier in machine learning field. Please assign to me under gssoc 2024

[github-actions[bot]]

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