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Function clean_data test suite #27

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HrayrMuradyan opened this issue Jan 14, 2025 · 1 comment
Open

Function clean_data test suite #27

HrayrMuradyan opened this issue Jan 14, 2025 · 1 comment
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@zze1999
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planning Includes tasks related to brainstorming, deciding project scope, and high-level planning
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Milesone 2

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@HrayrMuradyan
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Plan the clean_data function test suite.
@HrayrMuradyan HrayrMuradyan added the planning Includes tasks related to brainstorming, deciding project scope, and high-level planning label Jan 14, 2025
@HrayrMuradyan HrayrMuradyan added this to the Milesone 2 milestone Jan 14, 2025
@HrayrMuradyan HrayrMuradyan moved this from Ready to In progress in @summarease-project-board Jan 14, 2025
@zze1999
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zze1999 commented Jan 15, 2025

Expected Use Cases:
Standard cleaning behavior with default parameters.
Custom replace_values behavior.
No column standardization.

Edge Cases:
Empty DataFrame.
Duplicate rows.
Large datasets.

Erroneous Inputs:
Invalid data type for dataset.
Invalid types for replace_values, drop_duplicates, and standardize_columns.

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@zze1999 zze1999

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planning Includes tasks related to brainstorming, deciding project scope, and high-level planning
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@summarease-project-board
Status: In progress
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Milesone 2
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@HrayrMuradyan @zze1999