OTF Data

case study

Problem

On May 25, 2022, I (finally) hit 300 OrangeTheory classes. 

Technology Used

  • Tableau
  • Excel
Curabitur aliquet quam id dui posuere blandit. Quisque velit nisi, pretium ut lacinia elementum id enim. Nulla porttitor accumsan tincidunt. Donec sollicitudin molestie malesuada. Vestibulum ac diam sit amet quam vehicula elementum sed sit amet dui. Vivamus suscipit tortor eget felis porttitor volutpat. Curabitur arcu erat, accumsan id imperdiet.

Box Plot

I have found box plots to be interesting as they show a variety of statistics in a data set. For my OTF data, I found it an interesting way to see the variation in my average heart rate during the hour-long workout from month to month over time. 

Box Plots are a standardized way of displaying the data based on the five-number summary which includes minimum, maximum, median, and first and third quartiles.

Minimum:  the lowest data point in the data set excluding any outliers
Maximum: The highest data point in the data set excluding any outliers
Median: The middle value in the data set
First Quartile:  Also known as the lower the median of the lower half of the dataset.
Third Quartile: Also known as the upper quartile the median of the upper half of the dataset.

Box Plot

This is a Tableau version of a visualization I did in Python last summer. But this one has the added benefit of including more information about that specific workout when you hover on the line. Including the average heart rate, type of class it was (2G or 3G), the Focus of the class (Endurance, Strength, Power or ESP), the number of Splat Points earned, total calories burned, and any notes I made about that specific workout.

Box Plot

This is a Tableau version of a visualization I did in Python last summer. But this one has the added benefit of including more information about that specific workout when you hover on the line. Including the average heart rate, type of class it was (2G or 3G), the Focus of the class (Endurance, Strength, Power or ESP), the number of Splat Points earned, total calories burned, and any notes I made about that specific workout.

Donec sollicitudin molestie malesuada. Cras ultricies ligula sed magna dictum porta. Vivamus suscipit tortor eget felis porttitor volutpat. Nulla porttitor accumsan tincidunt.
— Leonetta Lloyd

Related Projects

Donec sollicitudin molestie

Vivamus suscipit tortor

Let’s Work Together