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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 good Numberphile YouTube video titles are correlates with...

VariableCorrelationYearsHas img?
Biomass power generated in Burmar=0.9711yrsYes!
Associates degrees awarded in Emergency medical techr=0.9311yrsYes!
The number of actuaries in Utahr=0.9211yrsYes!
Google searches for 'why isnt 11 pronounced onety one'r=-0.9512yrsNo

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

VariableCorrelationYearsSys. Score
Solar power generated in Central African Republicr=0.997yrs403
The number of university political science teachers in Marylandr=0.9412yrs349
Biomass power generated in Malawir=0.9411yrs340
Air quality in Longview, Texasr=0.9313yrs332
Air quality in Pensacola, Floridar=0.9313yrs332
Air quality in Urban Honolulu, Hawaiir=0.9313yrs332
Popularity of the first name Liamr=0.9312yrs316
The number of event planners in Delawarer=0.9111yrs314
Wind power generated in Dominicar=0.9311yrs308
Air quality in Georgetown, South Carolinar=0.978yrs302
Biomass power generated in Eswatinir=0.9311yrs298
Air quality in Shreveport, Louisianar=0.9213yrs290
Wind power generated in Slovakiar=0.9311yrs288
Biomass power generated in Indonesiar=0.9211yrs276
US production of whey products (net)r=0.8611yrs276
US dairy skim solids used to produce whey productsr=0.8611yrs274
Grocery store spend in Idahor=0.9210yrs272
Solar power generated in Malir=0.9111yrs265
Ticket sales for Los Angeles Dodgers gamesr=0.899yrs265
The number of computer user support specialists in Wyomingr=0.9111yrs264
Bachelor's degrees awarded in Engineering technologiesr=0.8810yrs261
Popularity of the first name Miriamr=0.8712yrs257
Petroluem consumption in Nigerr=0.9311yrs255
US average dairy skim-solid content of yogurt, nonfrozenr=0.8611yrs253
The number of market research analysts in New Mexicor=0.911yrs252
Air quality in Odessa, Texasr=0.9113yrs248
Jet fuel used in New Caledoniar=0.9211yrs244
GMO use in corn grown in Wisconsinr=0.8613yrs244
The number of tool and die makers in Kentuckyr=0.912yrs233
US average dairy skim-solid content of yogurt, nonfrozenr=0.8611yrs223
The number of university physics teachers in Iowar=0.8912yrs222
Solar power generated in Bulgariar=0.9111yrs215
Air quality in Rocky Mount, North Carolinar=0.8813yrs204
The number of bartenders in South Dakotar=0.8812yrs192
The number of compliance officers in Pennsylvaniar=0.8912yrs182
Customer satisfaction with Delta Airlinesr=0.8511yrs176
Popularity of the 'im on a boat' memer=-0.9413yrs176
Google searches for 'how to immigrate to norway'r=0.7813yrs172
Air quality in Columbia, South Carolinar=0.8613yrs171
Liquefied petroleum gas used in Tajikistanr=0.911yrs170
The number of civil engineers in Iowar=0.8812yrs170
Google searches for 'inception'r=-0.9313yrs168
Customer satisfaction with AT&Tr=0.811yrs168
Duke Energy's stock price (DUK)r=0.7613yrs163
US bank failuresr=-0.8913yrs162
Air quality in Sevierville, Tennesseer=0.8613yrs161
The number of epidemiologists in Colorador=0.8910yrs160
Renewable energy production in Austriar=0.8711yrs159
Automotive recalls issued by BMW of North Americar=0.712yrs158
Kimberly-Clark's stock price (KMB)r=0.7313yrs158
Amgen's stock price (AMGN)r=0.7213yrs157
Automotive recalls issued by Chryslerr=0.6912yrs156
Patents granted in the USr=0.810yrs154
Patents granted in the USr=0.8110yrs152
Number of Lawyers in the United Statesr=0.7712yrs151
Patents granted to Appler=0.8212yrs151
The number of adhesive bonding machine operators in Oregonr=0.8812yrs150
Air quality in Greenville, South Carolinar=0.8513yrs150
Popularity of the 'drake' memer=0.7613yrs150
Solar power generated in Libyar=0.8711yrs149
Air quality in Lynchburg, Virginiar=0.8612yrs140
Gasoline pumped in Micronesiar=0.8911yrs139
The number of college computer science teachers in New Yorkr=0.8811yrs139
The number of nurse practitioners in Georgiar=0.8811yrs129
Renewable energy production in Cabo Verder=0.8611yrs128
Google searches for 'how to immigrate to switzerland'r=0.6913yrs128
DTE Energy Company's stock price (DTE)r=0.7213yrs127
The number of midwives in Michiganr=0.8811yrs119
Gasoline pumped in Libyar=0.8811yrs118
Average milk produced per cow in the USr=0.7112yrs118
Google searches for 'white house hotline'r=0.713yrs118
Air quality in Walterboro, South Carolinar=0.98yrs117
Consolidated Edison's stock price (ED)r=0.7113yrs116
The number of special education teachers in Oregonr=0.8811yrs109
Kerosene used in Papua New Guinear=0.8811yrs108
Dollar Tree's stock price (DLTR)r=0.6913yrs106
Google searches for 'flights to Antarctica'r=0.6313yrs100
The number of industrial production managers in Arizonar=0.8712yrs98
Gasoline pumped in Nigerr=0.8711yrs96
The Coca-Cola Company's stock price (KO)r=0.6713yrs94
The number of bartenders in Arizonar=0.8612yrs88
Liquefied petroleum gas used in Qatarr=0.8711yrs86
Pfizer's stock price (PFE)r=0.713yrs84
The number of truck drivers in Iowar=0.8712yrs78
Sempra's stock price (SRE)r=0.713yrs74
The number of computer user support specialists in Californiar=0.8711yrs68
American Electric Power Company's stock price (AEP)r=0.713yrs64
Biogen's stock price (BIIB)r=0.713yrs54
Hormel Foods' stock price (HRL)r=0.6913yrs42
Unilever's stock price (UL)r=0.6813yrs31
Bristol-Myers Squibb's stock price (BMY)r=0.6813yrs21
Realty Income's stock price (O)r=0.6813yrs11
Markel's stock price (MKL)r=0.6913yrs1
Johnson & Johnson's stock price (JNJ)r=0.6713yrs-10
Lockheed Martin's stock price (LMT)r=0.6513yrs-20
Diageo's stock price (DEO)r=0.6713yrs-30
Regeneron Pharmaceuticals' stock price (REGN)r=0.6713yrs-40


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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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