Fig. 3: Tract-level median household income distribution and SHAP analysis results. | Humanities and Social Sciences Communications

Fig. 3: Tract-level median household income distribution and SHAP analysis results.

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

Fig. 3

a The mean absolute SHAP value indicating the total contribution of spatial or socio-economic features to Tract-level median household income estimation. b The mean absolute SHAP value indicating the contribution of individual socio-economic features to Tract-level median household income estimation. c The SHAP value indicating the contribution of individual socio-economic features to Tract-level median household income estimation, with each dot corresponding to a value of a particular Tract/district. d Tract-level median household income distribution.

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