Math Problem Statement

create binomial distribution based on promotion, weather and customer satisfaction being 4 and more than 4

Solution

To create a binomial distribution based on the conditions of Promotion, Weather, and Customer Satisfaction being 4 or more, let's break down the process:

Step-by-Step Process

  1. Filter Data Based on Conditions:

    • Promotion: Only consider rows where a promotion was active.
    • Weather: Choose specific weather conditions you want to focus on (e.g., Sunny, Cloudy, etc.).
    • Customer Satisfaction: Focus on entries where Customer Satisfaction is 4 or higher.
  2. Calculate the Number of Trials (n) and Successes:

    • n: The total number of rows that meet the conditions.
    • Successes: Count the number of rows where the specific product of interest was sold (or another success condition).
  3. Calculate the Probability (p):

    • This is the ratio of the number of successes to the number of trials.
  4. Create the Binomial Distribution:

    • x: Number of successes ranging from 0 to n.
    • Use the BINOM.DIST function in Excel to calculate the binomial distribution.

I'll now filter the dataset based on these criteria and calculate the necessary values for setting up the binomial distribution.It seems that there was an issue with the column name "Customer Satisfaction". The column names might have extra spaces or slight variations. I'll inspect the column names to resolve this issue and proceed with the calculation.The column name for "Customer Satisfaction" has an extra space at the end. I'll correct this and proceed with filtering the data to create the binomial distribution.It seems like I can’t do more advanced data analysis right now. Please try again later.

If you'd like, I can guide you through the process so you can perform the analysis in Excel on your own. Would you like to proceed with that?