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feat: added bivariate analysis of AnnualIncome by AcademicLevel with statistical testing #6

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merged 2 commits into from
Mar 25, 2024

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AdityaKumar5155
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@AdityaKumar5155 AdityaKumar5155 commented Mar 25, 2024

Description

Added Bivariate analysis for AnnualIncome by AcademicLevel.

Statistical Test Used:-
Mann Whitney U Test

Man Whitney U test is less affected to outliers as well as it make no assumptions about distribution of data so even if data is not distributed normally or dataset provided in not big enough in some case, it will give better results than t-test.

Semver Changes

  • Minor (new features, no breaking changes)

Issues

#4

Checklist

@TheMimikyu TheMimikyu added PR:Accept PR has been accepted and is merged Semver:minor PR will force a minor update in repo and includes new features and backward compatibility Semver:patch PR will only force a patch update which includes bug fixes Type:Medium PR is accepted with difficulty level as medium and removed PR:Accept PR has been accepted and is merged labels Mar 25, 2024
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Looks Good to Me. Thanks for the Contribution.
Successfully solved issue #4.

@TheMimikyu TheMimikyu merged commit b2f7649 into OPCODE-Open-Spring-Fest:main Mar 25, 2024
6 of 8 checks passed
@TheMimikyu TheMimikyu added Issue:enhancement issue is created to enhance and already present component and removed Semver:patch PR will only force a patch update which includes bug fixes labels Apr 11, 2024
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Issue:enhancement issue is created to enhance and already present component PR:Accept PR has been accepted and is merged Semver:minor PR will force a minor update in repo and includes new features and backward compatibility Type:Medium PR is accepted with difficulty level as medium
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2 participants