Mar.10 Informal Response

Victoria Yuanyuan Chang

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. dataframe

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.

The resulting dataframe is the following:

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.

Visuallized heatmaps are the following:

  1. Raw raw.png
  2. Normalized normal.png
  3. Percentized
  4. Scale