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

Open the contributing 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

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