Table 2 Detailed descriptions of the socio-economic features of the SSIG model.

From: What dictates income in New York City? SHAP analysis of income estimation based on Socio-economic and Spatial Information Gaussian Processes (SSIG)

Name

Description

≥25UDG

The proportion of adults ≥25 holding a bachelor degree

≥25PGD

The proportion of adults ≥25 holding a postgraduate degree

Un-employ

Unemployment rate

≥65

The proportion of the population who are 65 or above

<18

The proportion of the population who are younger than 18

Pop-density

Population density

Male

The proportion of Male persons

Black or African

The proportion of the Black or African American population

Asian

The proportion of the Asian population

White

The proportion of the White population

  1. Note: This table describes the corresponding socio-economic input features of the SSIG model.