aws / aws/amazon-sagemaker-examples
The census dataset columns do not match with the notebook
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- Jupyter Notebook
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Description
**Link to the notebook**
[sagemaker_processing](https://github.com/aws/amazon-sagemaker-examples/tree/main/sagemaker_processing)/[scikit_learn_data_processing_and_model_evaluation](https://github.com/aws/amazon-sagemaker-examples/tree/main/sagemaker_processing/scikit_learn_data_processing_and_model_evaluation)/scikit_learn_data_processing_and_model_evaluation.ipynb
**Describe the bug**
The census dataset columns from https://archive.ics.uci.edu/ml/datasets/Census-Income+%28KDD%29 do not match with the notebook
**To reproduce**
Download the dataset from https://archive.ics.uci.edu/ml/datasets/Census-Income+%28KDD%29, add the column labels, run the notebook
**Logs**
If applicable, add logs to help explain your problem.
You may also attach an `.ipynb` file to this issue if it includes relevant logs or output.
Contributor guide
Research direction
Open sagemaker_processing/scikit_learn_data_processing_and_model_evaluation/scikit_learn_data_processing_and_model_evaluation.ipynb and download the linked Census-Income (KDD) dataset with its labels. Compare the dataset columns with the notebook's expected columns, then verify the notebook runs successfully with the aligned data; the issue does not specify which side should change.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook, scikit-learn
- Domain
- data, machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100