Stack 4 - Week 3 - Core 001 - Describing Distributions (Core)

In this assignment, you will be analyzing & visualizing several features in the Medical Dataset.

• The features to analyze: 

  • VitD_levels

  • Doc_visits

  • TotalCharge

For each feature listed:

1. Plot a histogram with a kde (kernel density estimate)

   1. Add a line for the mean (red)

   2. Add a line for the median (green)

   3. Add a line for for +1 std from the mean (black)

   4. Add a line for the - 1 std from the mean (black)

   5. Highlight the range between +1 and =1 std (yellow)

2. Answer the following questions:
   

   • Is it Discrete or Continuous?

   • Does it have a skew? If so, which direction (+/-)

   • What type of kurtosis does it display? (Mesokurtic, Leptokurtic, Platykurtic)

My Submission