High-resolution Wealth Index Map, Senegal, 2020

Senegal, 2020

Reference ID

SEN_2020_HRWIM_GEO_v01_M

Metadata

JSON

Created on

Sep 16, 2021

Last modified

Nov 01, 2024

Page views

1069

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3236

Data file: estimated wealth index

wealth level estimated by machine learning algorithms

Variables

lat

lon

img_embedding

image feature vector extracted by a fully trained, customized Convolutional Neural Network model. i.e. 64 values of the second-to-last layer in the fully connected layer of the model.

img_prob_poor

CNN-estimated probability that the place is a poor area

img_prob_lower_middle

CNN-estimated probability that the place is a lower middle area

img_prob_upper_middle

CNN-estimated probability that the place is a upper middle area

img_prob_rich

CNN-estimated probability that the place is a rich area

estimated_IWI

final result of the model. Estimated wealth level on the International Wealth Index scale

Total: 8

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