The Night Shift

Why Your Job Doesn't Define Your Sleep

Every night, millions of us close our eyes hoping for rest, yet sleep remains frustratingly out of reach for so many. What determines whether we wake refreshed or exhausted? This story explores three powerful forces shaping our sleep. First, we examine how our careers and the stress they bring follow us into our bedrooms. Then, we trace the surprising pathways between our daily movement and the quality of our dreams. Finally, we dive into the intimate relationship between our bodies, our beating hearts, and the disorders that steal our sleep. Together, these perspectives reveal a fundamental truth: your job title does not define your sleep quality. Individual lifestyle choices, physical activity, and health factors matter far more than your profession when it comes to rest.

Chapter I: The Dataset

Understanding Our Data

Before we explore the patterns, let us understand the scope of our investigation. This analysis draws from real world data, capturing the lived experiences of individuals across diverse professions.

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People Studied
Individual workers tracked across various occupations
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Occupations
Different professions represented in the data
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Average Sleep
Mean hours of sleep per night across all workers
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Average Stress
Mean stress level on a scale of 1 to 10
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Sleep Range
From shortest to longest sleep duration recorded
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Stress Range
From lowest to highest stress levels observed
Chapter II: Jobs & Stress

The Landscape of Sleep & Stress

Each bubble below represents an occupation in our dataset. The horizontal axis tracks sleep duration, with those further right resting longer. The vertical axis measures stress levels, with higher positions indicating greater burden. Bubble size reflects how many people share that professional experience.

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Chapter III: The Flow of Activity to Rest

From Movement to Slumber

This Sankey diagram reveals how physical activity levels flow into different sleep quality outcomes. Follow the colored streams to see how Low, Medium, and High activity patterns distribute across Poor, Average, and Good sleep quality buckets. The width of each flow represents the number of people following that path.

Sankey Legend

Activity Level (source)
Low Medium High
Sleep Quality Bucket (target)
Poor (5–6) Average (7) Good (8–10)
Line width = number of people
few more many people

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Chapter IV: The Dream Lab

Health, Heart Rate, and Sleep Disorders

Dive deeper into the physiological dimensions of sleep. This interactive visualization explores the relationship between BMI categories, heart rate, and sleep disorders. Each animated dot represents an individual, pulsing in sync with their resting heart rate, revealing patterns in how body composition and cardiovascular health intersect with sleep conditions.

Filters

Animation & Effects

0.35

Sleep Disorder Legend

None
Insomnia
Sleep Apnea

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Conclusion: The Complete Picture

Three Truths from the Data

When we examine the patterns across all three perspectives, profession, activity flow, and physiological health, three distinct narratives emerge that reveal the hidden forces shaping our sleep.

01

The Individual Matters Most

Beyond job titles and activity levels
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02

The Body Tells the Story

Physical health shapes sleep outcomes
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03

The Path Forward

Understanding leads to better rest
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