Tony Galvan

Merry Christmas! Thrilled to share: My design was selected for the official 2025 digital holiday card for Notre Dame’s Online Master’s in Data Science program! 🎄🍀 I used Google Gemini to create a snowy, festive ND campus scene with twinkling lights & a glowing Golden Dome. ❄️✨

Are the college majors safest from AI the lowest paid? Across 285 majors, no real link (r = 0.01). But image-AI exposure tracks higher pay, language-AI exposure lower. Curated and analyzed with @kirodotdev 🤖 github.com/gdatascience/tidy… #TidyTuesday #RStats #AI #DataScience

I curated this week's #TidyTuesday data because my family buys avocado oil products. UC Davis: 93% of avocado oil chips were cut with cheaper oil, mayo 71%, dressings 100%. Olive oil passed almost every time. @kirodotdev built the fraud detector. github.com/gdatascience/tidy… #RStats

I taught a robot to judge the Bible 🤖 Curated this week's #TidyTuesday dataset (with @kirodotdev ), then trained a model on the undisputed scrolls and let it rate the disputed ones. Sirach? Looks legit. Tobit? Deeply sus (it's the Aramaic). 🤷 github.com/gdatascience/tidy… #RStats

🔭 I curated this week's #TidyTuesday dataset after touring Palomar Observatory on a camping trip! 51% of nearby galaxies hide active black holes — built a BPT diagram + random forest AGN classifier with @kirodotdev github.com/gdatascience/tidy… #RStats #DataScience #GoldenDomeData

The Catholic Church has been giving the same speech for 135 years 🕸️ Just swap "factory" for "algorithm" every few decades 🏭➡️🤖 github.com/gdatascience/tidy… #TidyTuesday #RStats #DataScience @kirodotdev #GoldenDomeData @DataSciND

🐺 When you play the game of names, you win or you die. Arya: 3 babies → 427 at peak. Still going strong. Khaleesi: Rose from nothing, crashed after S8. Full analysis + forecasting + PCA clustering: github.com/gdatascience/tidy… #TidyTuesday #RStats @kirodotdev #GoldenDomeData

🇪🇺 In 1970, 1 of 21 European countries offered co-parent leave. By 2024: 19 do. Spain sprinted from 2→16 weeks in 5 years. Norway took 25 years of incremental reform. Full analysis + dataviz: github.com/gdatascience/tidy… #TidyTuesday #RStats @kirodotdev

The Pope wrote an encyclical about AI. So naturally I used AI to analyze it 🤖📜 Compared Magnifica Humanitas (2026) with Rerum Novarum (1891) using NLP — same moral argument, 135 years apart. github.com/gdatascience/tidy… #TidyTuesday #AI #RStats #GoldenDomeData @kirodotdev

Watch Turkey go from <1% to 42% ORCID adoption in this animated race chart 🏁 Built frame-by-frame in R with ggsave + magick (gganimate couldn't handle showtext fonts). Full blog + code: github.com/gdatascience/tidy… #TidyTuesday #RStats #DataScience @kirodotdev #GoldenDomeData

My city Temecula has been twinned with a town in Japan since '94 🇺🇸🤝🇯🇵 Threw 10,596 sister city links into a graph and the algorithm rediscovered colonialism, the Cold War, and WWII reconciliation. History is in the data. 🔗 github.com/gdatascience/tidy… #TidyTuesday @kirodotdev

Reorganized my 7-year TidyTuesday portfolio with AI: 🔧 @kirodotdev — repo restructuring, README generation, file cleanup, calendar integration 🎨 Nano Banana Pro — custom header banner design 200+ data vizzes, now actually browsable. github.com/gdatascience/tidy… #TidyTuesday

Italian beer production tracks the S&P 500 almost perfectly over 100 years 🍺📈 Coincidence? ML says yes. Both just grew over time. When you ask "does a good beer year = a good stock year?" the answer is no github.com/gdatascience/tidy… #TidyTuesday #RStats @kirodotdev

25 years of U.S. ag tariffs — frozen solid. Then Liberation Day hit. 🌾 Built with @kirodotdev + final design by Google Nano Banana Pro. Code: github.com/gdatascience/tidy… #TidyTuesday #RStats #DataScience #Kiro

The world's $10.6T health bill is wildly uneven. @kirodotdev built the blog post, WHO-branded viz, AND a Shiny app for this #TidyTuesday I just drove 🏥 github.com/gdatascience/tidy… #RStats #DataScience #Kiro

Albatrosses are shameless ship-stalkers (90%+ follow rate) but penguins score 0% 🐧 This week's #TidyTuesday: 21 years of seabird sightings + 3D ocean floor viz with rayshader github.com/gdatascience/tidy… #RStats #DataScience @kirodotdev

Can repair text predict if your broken gadget gets fixed? 🔧 Built an ML model on 178K multilingual repair café records — "motor" signals hope, "blunt" signals doom. Made with @kirodotdev github.com/gdatascience/tidy… #TidyTuesday #RStats #DataScience

🔺→⭕ Calculated π the Archimedes way — polygons inside circles. 240 sides for 5 digits. Built the whole animation with @kirodotdev. Code: github.com/gdatascience/tidy… #TidyTuesday #RStats #DataScience #Kiro

🐟 Norwegian salmon are disappearing into a mystery "Other" category — nearly doubled to 15% of all losses. Built the whole analysis with @kirodotdev: maps, heatmaps, seasonal charts. #TidyTuesday code: github.com/gdatascience/tidy… #RStats #DataScience #Kiro

AI vs. Reality! 🇮🇪 My latest #TidyTuesday workflow: Kiro for research, Positron for code, and Gemini for the infographic. Gemini told a great story about Ireland's 2013 research pivot, but Kiro caught a €3.4B hallucination in the summary stats! 😱 #RStats #AI #DataViz

Separating the Manger from the Merchandise with #RStats! 🎄 I scored 40 vintage novels for the "True Meaning of Christmas" (Sacred vs. Secular words) and styled the results like a vintage magazine using @GeminiApp Nano Banana Pro. #TidyTuesday #DataScience #GoldenDomeData #AI