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Data source: AI analysis of Numberphile YouTube video titles
Additional Info: I asked a large language model, 'On a scale of 1-10, how _______ do you think this YouTube video title is?' for every video.

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How nerdy Numberphile YouTube video titles are correlates with...

VariableCorrelationYearsHas img?
The number of firefighters in Nebraskar=0.9812yrsYes!
The number of heat treating equipment setters, operators, and tenders, metal and plastic in Pennsylvaniar=0.9212yrsYes!
The number of movies Andy Serkis appeared inr=0.7113yrsNo



How nerdy Numberphile YouTube video titles are also correlates with...

VariableCorrelationYearsSys. Score
Petroluem consumption in Croatiar=0.9211yrs334
Petroluem consumption in Italyr=0.9112yrs333
The number of college history teachers in Connecticutr=0.9211yrs315
Popularity of the first name Odalisr=0.9212yrs314
Air pollution in Longview, Texasr=0.9113yrs298
The number of first-line retail sales supervisors in Kentuckyr=0.9112yrs284
Fossil fuel use in Swedenr=0.8911yrs282
Air pollution in North Port, Floridar=0.939yrs278
Score differential in Anglo-Welsh Cup finalr=0.868yrs258
Popularity of the first name Isair=0.8812yrs258
Popularity of the first name Tierar=0.8611yrs254
Petroluem consumption in Barbadosr=0.8911yrs249
Air pollution in Orlandor=0.8513yrs242
Gasoline pumped in Czechiar=0.8812yrs238
Gasoline pumped in Denmarkr=0.8812yrs228
The number of home appliance repairers in New Jerseyr=0.8912yrs222
Gasoline pumped in North Macedoniar=0.8811yrs218
The number of dental laboratory technicians in Ohior=0.8912yrs212
Gasoline pumped in Cyprusr=0.8611yrs204
The number of structural iron and steel workers in Kansasr=0.8712yrs198
Petroluem consumption in Greenlandr=0.8611yrs194
Air pollution in Jacksonville, Floridar=0.878yrs192
The number of hydrologists in Marylandr=0.8712yrs188
The number of electric motor repairers in Mississippir=0.8810yrs178
Wins for the Arizona Diamondbacksr=0.8313yrs170
The number of advertising sales agents in West Virginiar=0.8712yrs168
Visitors to SeaWorld Californiar=0.7711yrs167
NCAA Men's Skiing champion's pointsr=0.8212yrs166
US bank failuresr=0.7213yrs166
Teck Resources' stock price (TECK)r=0.7513yrs162
ArcelorMittal's stock price (MT)r=0.7513yrs162
Number of edits to the Wikipedia article for Arnold Schwarzeneggerr=0.7312yrs162
Number of edits to the Wikipedia article for Dwayne Johnsonr=0.7212yrs160
Automotive recalls for issues with Visibilityr=0.7412yrs159
Number of edits to the Wikipedia article for Thanksgivingr=0.7112yrs159
The number of machinists in Arkansasr=0.8612yrs157
Number of edits to the Wikipedia article for correlationr=0.6913yrs157
POSCO Holdings' stock price (PKX)r=0.7113yrs156
Customer satisfaction with UPSr=0.711yrs154
The divorce rate in Rhode Islandr=0.8211yrs152
Customer satisfaction with Customer Shippingr=0.6911yrs152
Customer satisfaction with Appler=0.6911yrs152
Asthma prevalence in American childrenr=0.679yrs150
Google searches for 'why isnt 11 pronounced onety one'r=0.7512yrs150
Popularity of the 'im on a boat' memer=0.7513yrs149
Number of edits to the Wikipedia article for Thomas Edisonr=0.6412yrs148
The number of furniture finishers in Missourir=0.8612yrs147
Bankruptcy filings in the USr=0.7611yrs147
Ticket sales for Minnesota Twins gamesr=0.89yrs146
Customer satisfaction with FOXNews.comr=0.6511yrs146
Global plane crashesr=0.7912yrs146
Number of Slot Machines in Nevadar=0.7312yrs145
The divorce rate in Pennsylvaniar=0.7711yrs144
Popularity of the 'thats what she said' memer=0.7213yrs144
Wins for the Philadelphia Philliesr=0.7513yrs143
The divorce rate in Oregonr=0.7611yrs142
Number of edits to the Wikipedia article for Persephoner=0.5912yrs141
US birth rates of triplets or morer=0.711yrs140
Number of edits to the Wikipedia article for Hadesr=0.5812yrs140
Google searches for 'why is the sky blue'r=0.7213yrs138
Google searches for 'report UFO sighting'r=0.6813yrs138
Popularity of the 'planking' memer=0.6812yrs138
Asthma attacks in American childrenr=0.659yrs137
The number of pest control workers in Puerto Ricor=0.8612yrs137
The number of counter and rental clerks in Oklahomar=0.8512yrs126
Vale S.A.'s stock price (VALE)r=0.6613yrs118
The number of aircraft mechanics in Pennsylvaniar=0.8512yrs116
Popularity of the first name Malikr=0.8312yrs116
The divorce rate in Floridar=0.7511yrs111
Runs scored by the New York Yankeesr=0.7313yrs110
Popularity of the 'all your base' memer=0.6813yrs108
The number of skincare specialists in Massachusettsr=0.8512yrs106
Popularity of the first name Joanar=0.8312yrs106
PetrĂ³leo Brasileiro S.A. - Petrobras' stock price (PBR)r=0.6413yrs105
The divorce rate in Missourir=0.7511yrs101
Popularity of the first name Kaytlynr=0.8312yrs96
The divorce rate in Montanar=0.7511yrs91
PetrĂ³leo Brasileiro S.A. - Petrobras' stock price (PBR.A)r=0.6113yrs90
The number of statisticians in Rhode Islandr=0.898yrs84
Devon Energy's stock price (DVN)r=0.6113yrs80
The marriage rate in Nevadar=0.7511yrs80
Petroluem consumption in Greecer=0.8512yrs79
The divorce rate in Mainer=0.7411yrs70
Gasoline pumped in Sloveniar=0.8412yrs68
The divorce rate in South Carolinar=0.7411yrs60
Gasoline pumped in Portugalr=0.8312yrs56
The divorce rate in Idahor=0.7311yrs48
The divorce rate in Kentuckyr=0.7311yrs38
Fossil fuel use in Spainr=0.8211yrs32
Fossil fuel use in Austriar=0.8111yrs20
Gasoline pumped in Greecer=0.8212yrs10
Hydopower energy generated in Azerbaijanr=0.811yrs-2
Fossil fuel use in Greecer=0.811yrs-12
The number of vending machine repairers in Texasr=0.8512yrs-18
Gasoline pumped in Croatiar=0.8211yrs-22
The number of photographers in Illinoisr=0.8512yrs-30
Liquefied petroleum gas used in Grenadar=0.8211yrs-32
The number of hairdressers, hairstylists, and cosmetologists in Indianar=0.8412yrs-41
Gasoline pumped in Afghanistanr=0.8111yrs-43


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You caught me! While it would be intuitive to sort only by "correlation," I have a big, weird database. If I sort only by correlation, often all the top results are from some one or two very large datasets (like the weather or labor statistics), and it overwhelms the page.

I can't show you *all* the correlations, because my database would get too large and this page would take a very long time to load. Instead I opt to show you a subset, and I sort them by a magic system score. It starts with the correlation, but penalizes variables that repeat from the same dataset. (It also gives a bonus to variables I happen to find interesting.)
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