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Justin? More like 🚍tin (@justinbai) · DIRTY

Justin? More like 🚍tin

@justinbai

Linguist (phonetics, LabPhon) and transit enthusiast, and occasionally baseball poster 📍 Denver / CU Boulder

253 Following260 Followers156 Posts

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Justin? More like 🚍tin@justinbai· Jul 10

Baseball was a transit-oriented development all along

A close-up of a page from Ballpark by Paul Goldberger, showing a passage about how railroads helped baseball become a national game. The sentence “Without trains, baseball would not have become a national game” is underlined, and the paragraph explains that early major leagues depended on intercity train travel to make regular games between cities possible.

Justin? More like 🚍tin@justinbai· Jul 9

In a bad place (Not mentally, just in Las Vegas)

Selfie on a bus in Las Vegas with the bus window as backdrop. The Luxor Pyramid and Mandalay Bay are visible in the horizon.

Justin? More like 🚍tin@justinbai· Jun 7

Happy 6/7 Brainrot Day to those who celebrate

A daytime view inside ONT Field, looking toward a large colorful scoreboard that reads “BRAINROT” in big white letters. Cartoon characters and internet-meme-style figures surround the word on a bright blue background. Below the sign are stadium seats, railings, a few fans, and concession signage, with mountains faintly visible under a clear blue sky.

Justin? More like 🚍tin@justinbai· May 12

I got the Clairo LA Dodgers ha

Justin? More like 🚍tin@justinbai· Apr 3

Screenshot that reads, "14. WOMEN Chance to learn"

Justin? More like 🚍tin@justinbai· Mar 31

Life update: I took the ferry to a baseball game, and then I ate chicken fingers out of a ferry.

A Washington State ferry moves across Elliott Bay with the Seattle skyline in the background, photographed from another ferry. The white-and-green vessel travels near the waterfront, with downtown skyscrapers rising behind it under a bright blue sky dotted with large white clouds. The Space Needle and the Seattle Great Wheel are visible along the shoreline, while textured green water fills the foreground.

A hand holds a novelty food tray shaped like a Washington State ferry, filled with fried chicken tenders and sauce, in the stands of a baseball stadium. The tray is positioned in the foreground against a wide view of the field below, with the diamond, outfield grass, and scattered players visible. In the background, the large scoreboard and partially covered roof structure of the stadium rise above the seating bowl, with fans seated throughout. The scene captures the combination of ballpark food and the Seattle Mariners game atmosphere.

Justin? More like 🚍tin@justinbai· Mar 31

The return of my @milesintransit.com file photo

Still from the Miles in Transit video on the Crosslake Connection featuring me with my file photo

Justin? More like 🚍tin@justinbai· Mar 28

Coming soon: my file photo @milesintransit.com

Selfie with Miles in Transit

Justin? More like 🚍tin@justinbai· Mar 23

Are the Seattle Mariners the only baseball team to have food served in a mode of public transportation?

A screenshot of a Seattle Mariners news article page. The headline reads, “Highlights include new Souvenir Ferry Boat, Piroshky Piroshky and expanded Value Menu,” with the date “March 10th, 2026” and the byline “Mariners Communications.” Below the text is a promotional photo of stadium food served in a plastic tray shaped like a ferry boat, filled with fried fish and French fries. Two small sauce containers sit on either side of the tray, and a blurred green baseball field forms the background.

Justin? More like 🚍tin@justinbai· Mar 10

Use of free will: taking the Amtrak bus to Cabazon, California, with friends and bikes

A large coach bus branded “Pacific Surfliner – Your Train Connection” drives through a parking lot in Cabazon. Desert landscaping with agave plants and small trees lines the curb, while mountains stretch across the background under a vivid blue sky.

Three cyclists pose with their bikes in front of the famous pink Cabazon dinosaur statue, which is decorated with large painted daisies. The bright pink dinosaur towers above them as they stand on a small gravel area beside the road. Palm trees, parked cars, and desert mountains surround the scene, with the cyclists smiling and holding their bikes in the midday sun.

Two cyclists pause with their bikes on the shoulder of a quiet desert road near Cabazon. One rider in an orange shirt and helmet stands astride a red bike, while another rider dressed in black sits on a mountain bike. Low desert shrubs and dry grasses line the roadside, and rugged mountains rise in the distance beneath a clear, cloudless sky.

Three cyclists pose for a selfie beside their bikes in a sunny parking area in Cabazon, California. In the foreground, a smiling man wearing glasses, a yellow Oakland baseball cap, and a green jacket holds the camera while standing next to a small folding bike. Behind him, a large white and blue coach bus labeled “Pacific Surfliner – Your Train Connection” is parked along a curb lined with palm trees. Two other cyclists stand nearby with their bikes, one wearing an orange shirt and helmet and the other dressed in black, with mountains visible in the background under a bright blue sky.

Justin? More like 🚍tin@justinbai· Mar 4

Adam Fox should have a new photo taken with an OMNY card

A screenshot of a Wikipedia page for Adam Fox. At the top, Fox appears in a photo wearing a New York Rangers jersey and holding up a yellow-and-blue MTA MetroCard while standing in a subway station. Below the image, the page header reads “Adam Fox — American ice hockey player (born 1998).” The opening paragraph identifies Adam Hunter Fox, born February 17, 1998, as an American professional ice hockey defenseman and alternate captain for the New York Rangers in the National Hockey League (NHL). The page is displayed in dark mode with white text on a black background.

Justin? More like 🚍tin@justinbai· Feb 27

Life is so bright when you're eating a chopped cheese on the NYC Ferry

A hand holds up a halved chopped cheese sandwich wrapped in deli paper on the open upper deck of the Rockaway–Soundview route of NYC Ferry. The cross section shows seasoned chopped beef mixed with melted American cheese, along with lettuce, tomato, and red onion inside a toasted hero roll. The East River and a softly blurred shoreline glow in the warm light of sunset behind it.

Rows of plastic seats line the open top deck of an NYC Ferry vessel on the Rockaway–Soundview route at sunset. The East River stretches alongside the boat, and the Manhattan skyline appears in silhouette beneath a gradient sky fading from pale orange near the horizon to light blue above.

Justin? More like 🚍tin@justinbai· Feb 25

Taking the Rockaway Park Shuttle because I can

An S train operating as the Rockaway Park Shuttle arrives at Broad Channel station on the IND Rockaway Line. The front of the stainless steel subway car faces the camera with its headlights on and a circular “S” route marker displayed in the right-side window. A red and white Exit sign with a left-pointing arrow hangs from the canopy above, and snow lines the tracks and platform edge at the elevated outdoor station.

View from the elevated Rockaway Park Shuttle tracks over Jamaica Bay. A long, low bridge stretches across the bay in the distance under a pale winter sky.

Justin? More like 🚍tin@justinbai· Feb 23

Hello from Philly

Justin? More like 🚍tin@justinbai· Feb 23

Snow day whimsy

A SEPTA trolley travels along snow-covered tracks in West Philadelphia on an overcast winter day. The white trolley, marked with a red SEPTA stripe and car number 9050, moves past a row of brick rowhouses with steep gabled roofs dusted in snow. In the foreground, slushy snow and puddles line the curb, while a lamppost covered in layered flyers stands near the center of the frame. Bare trees and a traffic light are visible at the intersection in the background, reinforcing the cold, quiet feel of the snowy neighborhood scene.

A large snow-covered hill in Clark Park in West Philadelphia, filled with people sledding on a winter day. Dozens of children and adults are scattered across the slope, some riding plastic sleds downhill while others climb back up through packed snow. In the foreground, two bright blue sleds rest on the snow, and a child in a green and black jacket stands facing downhill. Bare tree branches stretch across the top of the frame, and a large tree with snow-lined limbs anchors the center of the hill. Brick buildings and a line of bundled spectators appear along the crest in the background beneath an overcast gray sky.

Justin? More like 🚍tin@justinbai· Feb 17

Happy Pączki Day

Me with a pączki in my mouth

Justin? More like 🚍tin@justinbai· Jan 26

You know you're in for a good time on the bus when "Get off in 115 stops"

A dark-mode screenshot from the Transit app showing a bus route in progress on a map. A blue route line curves across neighborhoods labeled Bixby Hill and College Estates, with street names faintly visible in the background. At the top, a rounded blue panel reads “Arrive at 18:19,” with a smiling face icon and the number “40” above it. Near the center, a bus icon marks the current vehicle location, accompanied by a small accessibility symbol indicating seating or accessibility features. Large white text at the bottom states, “Get off in 115 stops,” followed by smaller text: “at El Camino Real–Avd Palizada.” Interface icons for alerts and navigation appear along the right edge, emphasizing the long, ongoing transit journey.

Justin? More like 🚍tin@justinbai· Jan 20

Doing good on my New Year's Resolution to ride more ferries

The wake of the NYC Ferry stretches diagonally across choppy water as the boat moves away at sunset. In the distance, the Marine Parkway–Gil Hodges Memorial Bridge spans the horizon, its steel structure silhouetted against a pastel sky with pink and light blue clouds. Parts of the ferry’s metal railing and deck fixtures frame the foreground, grounding the scene in motion along the Rockaway route.

A distant view of the Manhattan skyline at dusk, seen across dark, gently rippling water from the NYC Ferry. Skyscrapers glow with warm yellow and white lights against a deepening blue-gray sky, with One World Trade Center rising prominently near the center. The foreground is open water, emphasizing the separation between the ferry and the illuminated city.

Justin? More like 🚍tin@justinbai· Jan 17

I rode on the Cambridgeshire Guided Busway, which is the longest guided busway in the world!

A long, straight stretch of the Cambridgeshire Guided Busway seen from above, with two parallel concrete guideways running through a green corridor. A green guided bus approaches in the distance, centered between the concrete tracks. On the left, a paved path runs alongside the busway where a group of birdwatchers stand in a cluster, some using binoculars and tripods. Leafless winter trees line both sides of the route under a bright blue sky with large, soft clouds.

Two green double-decker guided buses pass each other on the Cambridgeshire Guided Busway, each riding precisely on its own set of concrete guide rails. The nearer bus faces the camera, its front window showing seated passengers inside, while the second bus recedes into the distance on the opposite track. The busway runs through a flat, semi-rural landscape with bare trees, scrubby grass between the tracks, and a tall metal pylon visible on the horizon beneath a partly cloudy blue sky.

Justin? More like 🚍tin@justinbai· Dec 30

Ran some R code to figure out my 2025 MLB Wrapped

A bright daytime photo taken from high in the stands at Petco Park, looking down over the baseball field with the downtown San Diego skyline rising behind the outfield. The grass and infield are sharply defined, and fans fill the lower bowl. Overlaid text reads “2025 MLB WRAPPED” at the top, followed by personal attendance stats: “Games attended: 44,” “Teams seen: 26,” “Ballparks visited: 11,” and “Time spent: 4 days, 16 hours, 37 minutes.” Additional text lists extremes: “Longest game: 3 hours, 21 minutes (Athletics at Rockies, 04/04/25)” and “Shortest game: 2 hours, 17 minutes (Twins at Rockies, 07/20/25).”

A wide view of a packed baseball stadium taken from the seating bowl, looking out beneath the stadium roof. The sky is pink and purple with sunset clouds, and stadium lights glow above the crowd. Overlaid text lists cumulative stats from games attended: “HRs seen: 115,” “Strikeouts seen: 790,” “Walks seen: 268,” “HBPs seen: 27,” and “Hits seen: 763.” A section labeled “Highlights” appears below, followed by two standout moments: “Mason Miller Immaculate inning (Orioles at Padres, 09/03/25)” and “Patrick Bailey inside-the-park walk-off home run (Phillies at Giants, 07/08/25).”

Justin? More like 🚍tin@justinbai· Dec 26

Doing sabermetrics on the train

A laptop is open on a small table seat aboard a Metrolink commuter train, directly in front of a large window. Outside the window, a bright blue sky meets a calm ocean at the horizon, indicating the train is traveling along the coast on a clear day. On the laptop screen, RStudio is visible, with code on the left and a scatterplot on the right. The plot shows a dense cloud of points with a fitted regression line, representing a year-to-year correlation in strikeout rate (K%), comparing one season’s K% to the next. The laptop keyboard fills the lower portion of the image, while a bag strap and a charging cable rest to the right. Sunlight reflects across the screen, contrasting the peaceful coastal scenery with focused statistical analysis happening during the train ride.

Justin? More like 🚍tin@justinbai· Nov 3

Dodgers parade!

A smiling person stands in a crowded city street filled with Dodgers fans and blue confetti. They wear a light blue LA Dodgers cap, glasses, a dark sweater with red and gray stripes, and black pants. They hold up a white sign that says “GIDP 6-3” in blue letters and carry a clear plastic tote bag with blue handles. Tall buildings rise in the background under a bright sky.

Justin? More like 🚍tin@justinbai· Oct 31

Happy Halloween!

A selfie in my Halloween costume as an Amtrak train conductor. The setting is outdoors with a blue sky, trees, and buildings in the background.

Justin? More like 🚍tin@justinbai· Oct 13

Blue Jays pitcher supports pedestrians

A dark-mode baseball game log from MLB.com showing a sequence of three consecutive walks by the Seattle Mariners. Each entry lists the batter’s portrait, the word “Walk” in a blue label, and a short play description. From bottom to top:
• Eugenio Suárez walks.
• Leo Rivas walks; Suárez advances to second.
• Victor Robles walks; Suárez advances to third and Rivas to second.
The diamond icons beside each line illustrate the changing base-runner positions.

Justin? More like 🚍tin@justinbai· Sep 4

How your email finds me

A man sits in the stands at Petco Park, smiling while working on a laptop covered in colorful stickers. He’s wearing an Oakland Athletics jersey, khaki pants, and sneakers. A bright blue drink in a clear cup rests on the ground by his seat. Around him, other fans relax in the stadium seats under the sunny sky.

Justin? More like 🚍tin@justinbai· Sep 2

I have invented a new way to consume matcha: in a souvenir baseball helmet

A smiling man sits at a café table, wearing a blue cap embroidered with a baseball helmet ice cream sundae and a purple Colorado Rockies shirt. He holds a small souvenir baseball helmet filled with matcha, stirring it with a black straw. The bright café has white tables and chairs, with other patrons visible in the background near large windows.

Justin? More like 🚍tin@justinbai· Sep 1

Greetings from the Balboa Island Ferry

A group of friends sits on the Balboa Island Ferry on a sunny day, smiling for a selfie. In the foreground, a person in a green “gold coast” cap and striped shirt holds a folded bill and gives a thumbs-up. Beside him are two others, one in a dark green cap and blue shirt, and a woman in a white T-shirt and green shorts. Behind them, more friends sit on bikes lined up along the ferry’s edge. The harbor sparkles under a clear blue sky, with the Balboa Fun Zone, Ferris wheel, shops, and palm trees in the background.

A small Balboa Island Ferry crosses the harbor under a clear blue sky, carrying a black car and several passengers standing along the edges. The water ripples brightly in the foreground, while the background shows rows of waterfront houses, boats docked along the shore, and a single tall palm tree rising above the rooftops.

A view from the water of the Balboa Island Ferry landing, with a large white sign overhead reading “Welcome to Balboa Island.” The ferry ramp leads up to a street lined with shops and palm trees, while people on foot and bicycles wait nearby. The water sparkles in the foreground under a clear blue sky.

Justin? More like 🚍tin@justinbai· Jul 24

Continuing the tradition of meeting up with @nataliemakhijani.me during the Denver fresh air break

Three smiling friends take a selfie on the platform beside a gleaming silver Amtrak train, its red, white, and blue stripe reflecting the station's bright canopy. The train looms behind them, stretching into the distance under the white arches of Denver’s Union Station.

Justin? More like 🚍tin@justinbai· Jun 17

I ate a gargonzola sandwich from the place where Leopold Bloom famously ate a gargonzola sandwich.

A streetscape view of Davy Byrnes Bar & Restaurant, with its red-and-white striped awning and a neon sign above the entrance. An American flag and an Irish flag hang from adjacent buildings, with a classic black streetlamp centered in the foreground.

A toasted gorgonzola sandwich on dark multigrain bread is garnished with fresh greens and served on a round wooden board. A small glass bowl of red grapes sits beside it. A knife and fork rest on a folded napkin to the right, on a polished wooden table.

Justin? More like 🚍tin@justinbai· May 30

I'm where Critical Theory comes from

A close-up of an in-flight entertainment screen shows a digital map with a plane graphic hovering over Frankfurt, Germany, indicating the aircraft’s current location. The terrain below is depicted in satellite imagery, and part of the user interface shows the local time in the corner.

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