9. Analysis of the Energy Consumed by Appliances

Activity 9.01: Analyzing the Appliances Energy Consumption

1. Using seaborn, plot a boxplot for the a_energy column:

   app_box = sns.boxplot(new_data.a_energy)

   The output will be as follows:

   

   Figure 9.28: Box plot of a_energy

2. Use .sum() to determine the total number of instances wherein the value of the energy consumed by appliances is above 200 Wh:

   out = (new_data['a_energy'] > 200).sum()
   out

   The output will be as follows:

   1916

3. Calculate the percentage of the number of instances wherein the value of the energy consumed by appliances is above 200 Wh:

   (out/19735) * 100

   The output will be as follows:

   9.708639473017481

4. Use .sum() to check the total number of instances wherein the value of the energy consumed by appliances is above 950 Wh:

   out_e = (new_data['a_energy'] > 950).sum()
   out_e

   The output will be as follows:

   2

5. Calculate the percentage of the number of instances wherein the value of the energy consumed...