You need to check the references to the figures in the text. For instance, the two households are not shown in Figure 1 but in Figures 1 and 2. "Figure 3 shows distribution of hourly energy usage for two households across different days of the week through violin plots for Household 1.” and the similar reference to Figure 4 do not make sense. If you are comparing Figures 1 and 2, you should use the same vertical scales. The same goes for Figures 3 and 4.
The code for what would be Figure 5 needs fixing, looks like a classic slip due to missing some special character. Why are there only 9 months? The title is too long (as for the current Figure 5). Presumably these two plots are for the two households, but the captions both refer to the first household.
This vignette raises interesting questions about how best to compare two (or more) sets of data of this kind. Juxtaposition (side-by-side) or superposition (overlaid) are the usual alternatives for making comparisons.
The code for what would be Figure 5 needs fixing, looks like a classic slip due to missing some special character. Why are there only 9 months? The title is too long (as for the current Figure 5). Presumably these two plots are for the two households, but the captions both refer to the first household.
This vignette raises interesting questions about how best to compare two (or more) sets of data of this kind. Juxtaposition (side-by-side) or superposition (overlaid) are the usual alternatives for making comparisons.