Solved issue #4, removing outliers.

iiitl / Regression

This repository hosts a project centered around conducting regression analyses using our specific dataset.

MIT License

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Closed yaaghnetha09 closed 7 months ago

yaaghnetha09 commented 7 months ago

Solved issue #4
Tried to check the outliers by taking a threshold value and comparing the columns with it and filter the data accordingly.
The code calculates the z-scores using NumPy's abs, mean, and std functions, and then filters the data based on the threshold.

Screenshot 2024-03-17 140435

Used scatter plot is used to visualize the wine prices on y-axis and num_reviews on x-axis, and outliers are removed based on a threshold.

Screenshot 2024-03-17 141202 Screenshot 2024-03-17 140458

yaaghnetha09 commented 7 months ago

@darshbaxi, please review it, if there is any bug, please let me know.

darshbaxi commented 7 months ago

The code looks good :)