March_10_Informal_Response

Cameroon, South Africa

Import the households dataset for your selected country and create a data frame with a variable that describes each of the following. household ID unit weights location size gender age education wealth

Pivot the persons columns within your households data to a long format in order to produce a similarly specified dataset that describes all persons residing within all households.

Using this data frame describing all persons standardize, normalize and percentize your variables and visualize each post transformed dataset as a heatmap that illustrates the heterogeneity of the combination of patterns.

Raw data heatmap

Scaled data heatmap

Percentized data heatmap

Normalized data heatmap