Worksheet: Poor Customer Service Data
Category Poor Service Frequency Cumulative Frequency Cumulative Percentage
Remember to list the items from the most to the least.
Hot Food 32 32 42
Clean Buffet 19 51 66
Clean Washrooms 15 66 86
Politeness 5 71 92
Fast Service 3 74 96
Bills Received 2 76 99
Comfort 1 77 100
TOTAL NEGATIVE COMMENTS 77

How to fill out the Worksheet:

  1. Write the Comments in the Category column. Feel free to rewrite them so that they are shorter! Make sure you list the comments starting from the one with the most negative responses (Hot Food = 32) to the one with the least (Comfort = 1). Add up the total number of negative responses (77).
  2. To calculate the Cumulative Frequency, notice that the cumulative frequency for Hot Food is the same as the number the Poor Service Frequency column. To calculate the others, add the number for Hot Food to the number for Clean Buffet (32 + 19 = 51) So, 51 is the cumulative frequency number for Clean Buffet. Clean Washrooms = 32 + 19 + 15 = 66. Continue until you reach the last category, Comfort. The cumulative frequency for Comfort should be the same as the total. (77)
  3. To calculate the Cumulative Percentage, follow these steps. It’s a good idea to use a calculator for this!

    Cumulative Frequency / Total Negative Comments * 100

    So, for Hot Food...
    32 / 77 x 100 = 42%

Let’s look at how the Pareto Diagram would look for the Black Cat Diner.

poor service

A Pareto Diagram will show you whether one item is causing a lot of the problems. In this case, a lot of the data is in one category – Hot Food. So, if the restaurant focuses on the Hot Food problem, it will bring about the most change in how customers feel about the Black Cat Diner’s customer service.