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Rest Metrics Exploratory Data Analysis

This exploratory analysis portfolio project investigates sleep behavior trends using over six years of data collected from multiple sources. I used SQL for data processing, Excel to merge accounts, and Tableau to build a dashboard for insights. I found sleep and wake times shifted dramatically and less naps were taken during the Covid-19 pandemic, revealing the impact of global events on personal health metrics.

Project Objectives

  • extract, clean and prepare data
  • merge and validate data from multiple sources
  • perform exploratory data analysis of dataset
  • create visualizations to represent relationships
  • document processes, analyses and summaries

Data Visualizations

Sleep Data Visualizations

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Data analysis on sleep and health tracking data collected over many years

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