Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Allow calling correlation_heatmap on Table with non-numerical columns #89

Closed
lars-reimann opened this issue Mar 26, 2023 · 1 comment · Fixed by #92
Closed

Allow calling correlation_heatmap on Table with non-numerical columns #89

lars-reimann opened this issue Mar 26, 2023 · 1 comment · Fixed by #92
Assignees
@lars-reimann
Labels
enhancement 💡 New feature or request good first issue Good for newcomers released Included in a release

Comments

@lars-reimann
Copy link
Member

Is your feature request related to a problem?

Currently, calling correlation_heatmap on a Table with non-numerical columns raises a NonNumericColumnError. Because of this, a user first must create a Table containing only the numerical columns before the method can be called. This Table may not be needed afterwards, so this is just an unnecessary step for users. For a visualization method meant to provide an overview of the data, that's too cumbersome.

Desired solution

Just ignore the non-numerical columns and plot the others.

Possible alternatives (optional)

No response

Screenshots (optional)

No response

Additional Context (optional)

No response
@lars-reimann lars-reimann added enhancement 💡 New feature or request good first issue Good for newcomers labels Mar 26, 2023
@lars-reimann lars-reimann self-assigned this Mar 27, 2023
@lars-reimann lars-reimann mentioned this issue Mar 27, 2023
Merged
@lars-reimann lars-reimann linked a pull request Mar 27, 2023 that will close this issue
feat: allow calling correlation_heatmap with non-numerical columns #92
Merged
lars-reimann added a commit that referenced this issue Mar 27, 2023
@lars-reimann
feat: allow calling correlation_heatmap with non-numerical columns (#…
b960214 
…92)

Closes #89.

### Summary of Changes

We no longer raise an exception when `correlation_heatmap` is called on
a table with some non-numerical columns. Instead, we simply don't show
these columns in the created plot.

---------

Co-authored-by: lars-reimann <[email protected]>
lars-reimann pushed a commit that referenced this issue Mar 27, 2023
@semantic-release-bot
chore(release): 0.6.0 [skip ci]
3931ce9 
## [0.6.0](v0.5.0...v0.6.0) (2023-03-27)

### Features

* allow calling `correlation_heatmap` with non-numerical columns ([#92](#92)) ([b960214](b960214)), closes [#89](#89)
* function to drop columns with non-numerical values from `Table` ([#96](#96)) ([8f14d65](8f14d65)), closes [#13](#13)
* function to drop columns/rows with missing values ([#97](#97)) ([05d771c](05d771c)), closes [#10](#10)
* remove `list_columns_with_XY` methods from `Table` ([#100](#100)) ([a0c56ad](a0c56ad)), closes [#94](#94)
* rename `keep_columns` to `keep_only_columns` ([#99](#99)) ([de42169](de42169))
* rename `remove_outliers` to `drop_rows_with_outliers` ([#95](#95)) ([7bad2e3](7bad2e3)), closes [#93](#93)
* return new model when calling `fit` ([#91](#91)) ([165c97c](165c97c)), closes [#69](#69)

### Bug Fixes

* handling of missing values when dropping rows with outliers ([#101](#101)) ([0a5e853](0a5e853)), closes [#7](#7)
@lars-reimann
Copy link
Member Author

🎉 This issue has been resolved in version 0.6.0 🎉

The release is available on:

Your semantic-release bot 📦🚀

@lars-reimann lars-reimann added the released Included in a release label Mar 27, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees

@lars-reimann lars-reimann

Labels
enhancement 💡 New feature or request good first issue Good for newcomers released Included in a release
Projects
Library
Archived in project
Milestone
No milestone
Development

Successfully merging a pull request may close this issue.

feat: allow calling correlation_heatmap with non-numerical columns Safe-DS/Library
1 participant
@lars-reimann