2022-05-10

Business Introduction

Bellabeat, a manufacturer of fitness tracking products for women, has earned their spot on the map as a technology driven wellness company. With offices all over the world, Bellabeat designs fitness devices that collect wellness data related to activity, sleep, stress, and reproductive health.

Business Task

In this case study I will analyze smart devise usage data, and utilize the following questions to drive my analysis:

  1. What trends do you see develop in your tracking device data?
  2. How can these trends apply to Bellabeat users?
  3. How can these trends influence a Bellabeat marketing strategy?

Findings in analysis

  • While analyzing the combined FitBit data, I found a correlation between CALORIES and INTENSITY LEVEL.

  • The following visuals will illustrate the context of my recommendations

Calories to Very Active Minutes

Calories to Fairly Active Minutes

Calories to Lightly Active Minutes

Recommendations

  • Bellabeat users can use their fitness tracker to target intensity levels for calorie expenditure, these settings can aide in weight loss efforts.

  • The Bellabeat fitness tracker can offer intensity parameters based on weight loss intentions, the user can identify their goals to set their targets.

  • The Bellabeat app can offer weight loss challenges amongst the Bellabeat community.

  • This can market the fitness tracker as a weight loss tool with a global community of supporters.

Data wrangling

Data Sources used

Data: Fitbit Fitness Tracker Data, found on kaggle Here

Owner: Mobius

Context: 18 files with data from 30 FitBit users, 12 April 16 - 12 May 16