The-Strategy-Unit / The-Strategy-Unit/nhp_data
Ensure there are no null/na values in model data extracts
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 2
- Forks
- 3
- Avg merge
- 17h 57m
- Merged PRs (30d)
- 7
Description
https://github.com/The-Strategy-Unit/nhp_model/issues/412 has patched an issue where some fields are extracted with null values.
We should handle missing data in the extract stage, potentially erroring out data extracts that contain any NA's that aren't expected.
Contributor guide
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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 reading the linked nhp_model issue #412 to understand the null-value extraction bug, then locate the extract stage in nhp_data. Determine which missing values are expected and how extracts currently validate data. Done means unexpected NA values are detected and handled or cause the extract to fail, with the behavior covered by appropriate tests.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data-engineering
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100