Visualizing Earnings Based On Majors - median salary for women within top 10 major categories

Is there a way to see if women are paid less than men on average in the top 10 paying majors by median salary, so within each category see mean salary for men and mean salary for women, ie within chemical engineering what is median salary for men and women separately?

I guess that within this dataset it’s not possible. If you check the description of the dataset the meadian earnings calculations were based on earnings of an unweighted sample group (full time workers). The only available data about these sample groups is its size.

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Thanks Ksenia, that sounds right.