Wage data for benchmarking CROMP model

Data used for benchmarking the CROMP model (doi: https://doi.org/10.5281/zenodo.7152807).

This is a synthetic wage data created from Data scientist salary dataset in Kaggle (https://www.kaggle.com/datasets/nikhilbhathi/data-scientist-salary-us-glassdoor). The detailed methodology behind creation of this dataset is explained in the unpublished paper associated with the CROMP model cited above, titled "Constrained Regression with Ordered and Margin-sensitive Parameters: Application in improving interpretability for wage models with prior knowledge" written by this author.

The "hc_data" sheet is used for benchmarking the CROMP model.