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Unit 42

The Data Drop

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.) 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 Every macOS. Every name. Thank You, Tim. A Tribute to Tim Cook, CEO of Apple 2011–2026 How a Small Island Took Over the World Every Shot at The Masters 2026: Rory McIlroy's Back-to-Back Win, Visualized 154 Macs Since 1983 The Border, in Numbers. The Listening Museum — 36 Keyboards, Sound-Mapped A Visual History of Programming Languages The Weasley Clock The Big Bang Theory: 105 Real Science Moments Every Block Ever Added to Minecraft Killed by Google: 299 Retired Google Products, Visualized Every iPhone Ever Made Years Since Each Country Last Went to War Every GPU That Mattered The Stain Index: How to Remove Anything from Anything Every Airline, Alive and Dead We Simulated IPL 2026 Fifty Thousand Times | sheets.works 21 Miles: The Strait of Hormuz, Mapped A Thousand Dots, Breathing Did The Simpsons Really Predict the Future? We Fact-Checked Every One. Pickleball, Explained The Anatomy of a Scam The Bitter Truth About Chocolate The Colors of Wes Anderson 84 Years of Patience — Warren Buffett One Second on Earth The Rom-Com Formula | The Data Drop South Park by the Numbers The Exponential Man · MrBeast by the Numbers The 3-Point Takeover What Is Your Country Reading? Game of Thrones: By the Numbers A Day With Mochi Every Object Humanity Has Sent Beyond Earth Oscars 2026: Every Winner, Every Record, Every Moment 1,025 Pokémon, Sorted The Elo Lie Every LEGO Color, Born and Died 12 Relationships. 96 Songs. One Wedding. Friends: 6 People. 236 Episodes. 1 Coffee Shop. The War in His Words. How Long Until Disney Breaks Your Heart? 170 Years of Burberry The UK Shopping Receipt 1,708 Flights — The Epstein Flight Log, Visualized Why Your $100 Burger Costs $100 Who Runs the Fortune 500? The Pixar Cry Chart – Every Tear, Timed Dhurandhar, Visualized. ₹1,355 Crore Box Office Collection. The Descent of Walter White — Breaking Bad, Visualized 30 Years of Albert Park — Every Australian GP, Visualized Chapter 3 — The Complete IND vs ENG T20I Rivalry The Dumbledore Gambit — Every Secret Withheld The Happiness Gap — World Happiness Data, Visualized Every Dog Breed's Personality, in One Chart How to Choose the Right Chart: 24 Types with Live Examples
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.