Exploratory Data Analysis (BI) - activities 🏃from my fitbit device | GODWIN Nwalozie

Exploratory Data Analysis (BI) - activities 🏃from my fitbit device

May 04, 2022

This is a personal exploratory data analysis of activities from my fitbit, to develop a dashboard with Powerbi that I could refresh each time I wish to check my ativities. At the end I found a couple of insights that could improve my fitness and health status.



Link to notebook on github github


Step 1:

I started by logging to mifit huami website


Step 2:

Download my data from , selecting export data


Step 3:

i. Exported my data as csv


ii. imported data to jupyter notebook


iii. Did all the necessary preprocessing and merging operation



Correlation of features

iv. Imported cleaned data into Power BI and built the dashboard.



The Interactive Dashboard as published on PowerBI web