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The Data Drop

The Lives of Great Hotels The Houseplant Atlas A running list of self-hosted apps, and what they replace Player One — Fifty Years of Video Game Heroes Semicolon | The Data Drop No one introduced us The Costume Contest, Re-Voted What we can Indian Railways, 1853–2026: The Full History, Drawn When we ask how to help Day One with Fable Every Starlink, orbiting now You've Got a Friend in Me: Before Toy Story 5, One Last Goodbye A Day in the Life of ChatGPT World Cup 2026 Roland-Garros highlights, point by point The Boring Truth About Passive Income The Anatomy of 1:59:30 I'm not a robot. (They already know.) Inside Every iPhone Celebrating Doodles Save the Date: Every WWDC Invitation, 1990 to 2026 Ryanair's Roast iPhone ads are a masterclass. Slurp. A Video Museum of Ramen. Station Melodies of Greater Tokyo The London Public Houses Royal Pop Resale Prices: AP × Swatch StockX, eBay, 4-Year Data Every ChatGPT · Seven eras of the chatbot that changed everything Power On · Iconic boot chimes from 1977 to today
Who's Actually in the Room? — The Office, Visualized
2026-03-05 · via The Data Drop

Dunder Mifflin

Paper Company, Inc.

Interactive Data Visualization

Who's Actually
in the Room?

9,986 scenes · 55,130 lines of dialogue · 201 episodes · 9 seasons
Every character interaction from The Office, mapped.

"Would I rather be feared or loved? Easy. Both. I want people to be afraid of how much they love me."

— Michael Scott, Regional Manager

02 / The Michael Scott Effect

The Center Couldn't Hold

Michael Scott was the connective tissue of the entire show. When Steve Carell left after Season 7, the social fabric of the office fragmented.

Seasons 1 – 7

8.38

Average IMDB Rating
Michael connects to every character

Seasons 8 – 9

7.69

Average IMDB Rating
No one could replace the hub

03 / Who Carried the Show?

Lines of Dialogue, Ranked

Michael Scott spoke nearly twice as much as anyone else — despite leaving two seasons early.

04 / Every Episode, Rated

201 Episodes. 1.3 Million Votes.

Each cell is one episode, colored by its IMDB rating. Hover to explore. Notice the dip in Season 8.

05 / The Numbers That Matter

Data Points Only True Fans Know

Every running gag, quantified.

40

"That's what she said"

Peak: Season 4 (10 times). Zero in Season 8. Michael said 90% of them.

27

Times Andy mentions Cornell

"I went to Cornell. Ever heard of it?" Averages 3x per season from S3–9.

75

Kevin's food references

Chili. M&Ms. Cookie Monster. Kevin talked about food more than work.

25

Meredith's drinking references

From vodka in the water bottle to the intervention. Consistent across all 9 seasons.

57B

Minutes streamed in 2020

Most-streamed show on ANY platform. Seven years after it ended. Netflix alone.

22.9M

Viewers: "Stress Relief"

Post-Super Bowl episode. Dwight's fire drill. The highest-rated cold open ever.

"I wish there was a way to know you're in the good old days before you've actually left them."

— Andy Bernard, S9E23 "Finale"

Sources & Methodology

schrute R Package Lindblad, B. Complete transcript from The Office (US). 55,130 lines, 12 variables. github.com/bradlindblad/schrute

Kaggle Transcripts Complete dialogue/transcript, 55K+ lines. kaggle.com

OfficeTally Nielsen ratings archives, all 9 seasons. officetally.com

Dunderpedia Character data, episode details, catchphrase counts. theoffice.fandom.com

Methodology: Scene co-occurrence is defined as two characters having dialogue within the same scene of the same episode. Data sourced from the schrute R package (55,130 lines across 9,986 scenes). Character interaction counts represent the number of distinct scenes where both characters speak. IMDB ratings as of the TidyTuesday 2020-03-17 dataset (1.3M+ total votes). Streaming data from Nielsen 2020 annual report.