Please check and tell me needed changes

[nilupulmanodya]

Description

1. Replacing Null values
2. Remove unwanted features and rows
3. Change categorical data types to categorical

Checklist

• I am making a proper pull request, not spam.

• I've checked the issue list before deciding what to submit.

Related Issues or Pull Requests

Preprocess the dataset : Handling NULL values & Duplicate features #1

Add relevant screenshot or video (if any)

[niloysikdar]

@sagnik1511 please review this pr and merge if everything seems good.

[sagnik1511]

df = df.astype('category')
df.dtypes

Hey @nilupulmanodya , can you explain what have you done here?

[sagnik1511]

As the issue only asks the contributor to handle the null values and the duplicates feature/rows, the updates in the PR should be strictly on those only.

[nilupulmanodya]

hey @sagnik1511 ,
I thought that's easy for data clustering. I can reverse it. How about you feel other things ? can you satisfy or need any changes ?

[sagnik1511]

As the numeric feature can hold a euclidian distance feature, thus needed in numeric values.

[nilupulmanodya]

Sure, I will change it

[sagnik1511]

Looks like you're new to GitHub. No need to close the PR. If you update the branch, it will directly reflect in the PR.

[nilupulmanodya]

Thank you so much. I will try in next time.