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  3. Introduction to Statistics in Python

Exercise

Probabilities from the normal distribution

Since each deal Amir worked on (both won and lost) was different, each was worth a different amount of money. These values are stored in the amount column of amir_deals and follow a normal distribution with a mean of 5000 dollars and a standard deviation of 2000 dollars. As part of his performance metrics, you want to calculate the probability of Amir closing a deal worth various amounts.

norm from scipy.stats is imported as well as pandas as pd. The DataFrame amir_deals is loaded.

Instructions 1/4

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  • 1
    • What's the probability of Amir closing a deal worth less than $7500?
  • 2
    • What's the probability of Amir closing a deal worth more than $1000?
  • 3
    • What's the probability of Amir closing a deal worth between $3000 and $7000?
  • 4
    • What amount will 25% of Amir's sales be less than?