remove `to_boolean` in `prepare`
Open
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enhancement
- Dominant language
- Python
- Stars
- 159
- Forks
- 27
- PR merge metrics
- No merged PRs in 30d
Description
Description of feature
This makes the bool column almost unusable in downstream analysis because the data type is barely compatible with other operations.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating the prepare entry point and the to_boolean conversion mentioned in the title. Trace how boolean columns are represented afterward and check the downstream operations affected by their current type. Done means the conversion is removed and boolean columns remain usable for the relevant downstream analysis.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data
- Issue type
- Refactor
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100