prgeng: Silicon Valley programmers and engineers data

In matloff/qeML: Quick and Easy Machine Learning Tools

Silicon Valley programmers and engineers data

Description

This data set is adapted from the 2000 Census (5% sample, person records). It is mainly restricted to programmers and engineers in the Silicon Valley area. (Apparently due to errors, there are some from other ZIP codes.)

There are three versions:

• prgeng, the original data, with categorical variables, e.g. Occupation, in their original codes

• pef, same as peFactors, but having only columns for age, education, occupation, gender, wage income and weeks worked. The education column has been collapsed to Master's degree, PhD and other, coded 'z14', 'z16' and 'zzzOther'. Most cases are in the latter category.

• svcensus, same as pef, but with the column name 'sex' replaced by 'gender'.

The variable codes, e.g. occupational codes, are available from https://usa.ipums.org/usa/volii/occ2000.shtml. (Short code lists are given in the record layout, but longer ones are in the appendix Code Lists.)

The variables are:

• age, with a U(0,1) variate added for jitter

• cit, citizenship; 1-4 code various categories of citizens; 5 means noncitizen (including permanent residents)

• educ: 01-09 code no college; 10-12 means some college; 13 is a bachelor's degree, 14 a master's, 15 a professional degree and 16 is a doctorate

• occ, occupation

• birth, place of birth

• wageinc, wage income

• wkswrkd, number of weeks worked

• yrentry, year of entry to the U.S. (0 for natives)

• powpuma, location of work

• gender, 1 for male, 2 for female

matloff/qeML documentation built on Dec. 15, 2024, 10:15 a.m.