Author
Jack Lin
Founder & Editor-in-Chief
Based in Taipei, Taiwan
Jack is a software engineer based in Taipei, Taiwan. He built NamesPop because the naming tools he found online all felt the same: slow, ad-heavy, and better at gathering SEO keywords than answering a parent's actual question.
He spends most of his writing time on trend analysis, data provenance, and the question of how software changes the small family decisions that used to happen in living rooms. Lately he has been thinking about how algorithms shape naming itself — what it means when a top-100 list starts to feel like a recommendation engine.
He lives with a rabbit named Money, which is where most of his pet-naming opinions come from.
2,387
Total pieces
131
Articles
1,085
Baby commentary
1,171
Pet commentary
Jack Lin's contributions
- Articleanalysis
Naming in the Age of Algorithms: How Apps and Data Shape What We Call Our Kids
I built a baby name database, and in doing so I became part of the system that shapes what names parents encounter when they search. The algorithm decides what surfaces first; what surfaces first gets considered.
·10 min read
- Articleopinion
Rory's Second Green Jacket Just Moved The Name From Liked To Safe
Rory McIlroy beat Scottie Scheffler by one stroke in Augusta yesterday to claim his second straight Masters title. The naming question is what back-to-back wins do. The answer is that they move a first name from liked to safe — the same transition Tiger never quite achieved for Tiger.
·9 min read
- Articleopinion
Did Cinderella Names Actually Reach The SSA File? A Three-Tournament Self-Audit.
Three days after Michigan's championship sealed the 2026 men's tournament, the bracket is closed and the cultural residue is in motion. I am auditing past Cinderella naming-residue projections against actual SSA outcomes.
·9 min read
- Articleanalysis
Dusty Won The Title Game. The Coach's First Name Just Did More Naming Work Than The Roster.
Michigan beat UConn 69-63 in Lucas Oil Stadium last night. Second-year coach Dusty May lifted the trophy in his program's first NCAA championship since 1989. Country-coded coach first names like Dusty punch above their weight in post-tournament naming residue.
·9 min read
- Articlepet-names
Dog vs. Cat Naming Patterns: What NYC + Seattle Data Reveals
When I built the pet names section of NamesPop using NYC and Seattle licensing data, I expected dogs and cats to pull from the same name pool. What I found was more interesting.
·10 min read
- Articleanalysis
Building A Final Four Naming-Prediction Model From Five Years Of Tournament Data
Final Four broadcasts produce the year's highest concentrated naming residue. Five years of tournament data are enough to build a rough prediction model for which 2026 player first names will produce visible SSA-file movement.
·9 min read
- Articleanalysis
MLB Opening Day Is The Naming Ritual That Pet-Naming Files Pick Up The Fastest
MLB Opening Day is Thursday. The defending Dodgers will announce a starting lineup, and pet-naming licensing files will pick up the residue within thirty days — faster than any other sport.
·9 min read
- Articleanalysis
The Elite Eight Is The Round Where Regional Naming Lift Actually Becomes Visible
By the Elite Eight, the bracket is sparse enough that each remaining team gets disproportionate broadcast time. That asymmetric coverage produces measurable regional SSA lift in the school's home metro.
·9 min read
- Articlepet-names
The Humanization of Pet Names: Luna, Charlie, and What It Means
Fido is nearly extinct as a dog name. In NYC licensing data, dogs named Theodore outnumber dogs named Fido. The shift from Rex and Spot to Luna and Charlie is not just a naming trend — it's a structural change.
·10 min read
- Articleanalysis
Cinderella Runs Are Short, But They Leave Long Naming Fingerprints
Friday's first round put 12-seed High Point in front of millions of viewers in front of a national audience for the first time. Cinderella runs are short. The naming fingerprints they leave on county-level SSA data last for decades.
·9 min read
- Articleanalysis
The Athlete-Pet Instagram Economy Is Quietly Bigger Than Westminster
Decoy Ohtani. Steel and Silver Mahomes. Boujee Smith-Schuster. Birdie Kenworthy. Athlete-owned pet Instagram accounts have, as a category, crossed two million followers and surpassed Westminster's annual pet-naming influence.
·9 min read
- Articleanalysis
Selection Sunday Is The NCAA Tournament's Largest Single-Day Naming Event
Tonight's Selection Sunday bracket reveal pulls 68 schools' rosters into national attention simultaneously. The cumulative naming exposure across the next two hours is the leading indicator of which names will move on the SSA file in 2027.
·9 min read
- Articlepet-names
What Your Pet's Name Reveals About Your Attachment Style
My rabbit is named Money. I did not name him that because I prioritize finances over affection — it was a joke that became a term of endearment. But the question of what pet names reveal about how we relate to animals is a real one.
·9 min read
- Articleanalysis
The Week After The Combine Is When Names Actually Move, Not The Combine Itself
Fernando Mendoza has been the consensus QB1 for ten days now. The week after the Combine, when mock-draft media saturation reaches its annual peak, produces more naming residue than the Combine itself.
·9 min read
- Articleanalysis
The NHL Trade Deadline's Final Day Does More SSA Work Than The Whole Week Combined
March 6 produced a deadline-day flurry that confirmed Quinn Hughes to Minnesota. The last 24 hours of the deadline contribute disproportionately to SSA-file movement because that is when fan name memory actually imprints under emotional load.
·9 min read
- Articleanalysis
What 100 Years of SSA Data Teaches About American Identity
I built a baby name database as a side project, and somewhere in the process of cleaning 140 years of SSA data, the numbers stopped feeling like data and started feeling like a national autobiography.
·11 min read
- Articleanalysis
The Five-Year Lag: Why Celebrity Baby Names Take So Long to Catch On
When Gwyneth Paltrow named her daughter Apple in 2004, it seemed inevitable that Apple would enter the mainstream. It never did. I kept finding the same pattern in SSA data while building NamesPop: celebrity baby names rarely surge immediately — when they spread at all, it takes years.
·9 min read
- Articleanalysis
NHL Trade Deadline Is North America's Only Mid-Season Star-Name Migration Event
The 2026 NHL trade deadline is a week away on March 6. Hockey is the only North American sport where star players' first names physically cross cities mid-season, producing regional SSA pulses no other league delivers.
·9 min read
- Articleopinion
Jack Hughes Just Did The Hockey Thing 1980 Could Not Do — Move A Name
Jack Hughes scored at 1:41 of overtime to give the U.S. Olympic men's hockey gold against Canada — the first since 1980. The 1980 Miracle On Ice produced almost no SSA naming residue. The 2026 version has a structural reason it might be different.
·9 min read
- Articleanalysis
Penny The Doberman Just Hit The Pet-Naming Trifecta That Westminster Almost Never Produces
A friendly, single-syllable, human-coded winner. The 150th anniversary news cycle. A breed with a complicated reputation getting a fresh public face. Penny the Doberman just hit the pet-naming trifecta that Westminster Best in Show almost never produces.
·9 min read
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