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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 insightful Numberphile YouTube video titles are correlates with...

VariableCorrelationYearsSys. Score
Biomass power generated in Eswatinir=0.9211yrs336
Biomass power generated in Malawir=0.9211yrs336
Liquefied petroleum gas used in Tajikistanr=0.9411yrs336
The number of university political science teachers in Marylandr=0.912yrs313
Popularity of the first name Liamr=0.912yrs312
Air quality in Walterboro, South Carolinar=0.968yrs311
Renewable energy production in Vanuatur=0.9111yrs305
Customer satisfaction with Delta Airlinesr=0.8611yrs298
Air quality in Pensacola, Floridar=0.9113yrs298
Petroluem consumption in Algeriar=0.9211yrs294
The number of purchasing managers in Massachusettsr=0.8912yrs282
The number of automotive service technicians and mechanics in North Carolinar=0.8912yrs282
Rain in Houstonr=0.98yrs276
Patents granted in the USr=0.8510yrs266
Biomass power generated in Burmar=0.9111yrs265
Ticket sales for Los Angeles Dodgers gamesr=0.899yrs265
Patents granted in the USr=0.8610yrs264
Air quality in Longview, Texasr=0.8813yrs264
Associates degrees awarded in Emergency medical techr=0.8911yrs262
Associates degrees awarded in Liberal artsr=0.8811yrs260
Associates degrees awarded in Multi/interdisciplinary studiesr=0.8811yrs260
Global Apple iPhone Sales in Q3r=0.868yrs258
Popularity of the first name Emmettr=0.8712yrs257
US average dairy skim-solid content of yogurt, nonfrozenr=0.8811yrs256
Solar power generated in Malir=0.9111yrs255
US average dairy skim-solid content of yogurt, nonfrozenr=0.8711yrs254
GMO use in corn grown in Kansasr=0.8613yrs244
GMO use in cotton in Mississippir=0.8812yrs243
Gasoline pumped in Micronesiar=0.9111yrs242
GMO use in cotton in Georgiar=0.8712yrs242
Food spending in Nevadar=0.910yrs240
Grocery store spend in Idahor=0.8810yrs236
Food spending in Alaskar=0.8710yrs235
Air quality in Shreveport, Louisianar=0.8813yrs234
The number of tool and die makers in Kentuckyr=0.8912yrs232
Associates degrees awarded in Parks & Recreationr=0.8611yrs228
The number of construction equipment operators in Oklahomar=0.8912yrs222
Solar power generated in Central African Republicr=0.927yrs218
The number of actuaries in Utahr=0.8911yrs212
GMO use in cotton in Texasr=0.8612yrs210
The number of first-line supervisors of police and detectives in Connecticutr=0.8912yrs202
Air quality in Rocky Mount, North Carolinar=0.8713yrs202
Solar power generated in Bulgariar=0.8911yrs192
Air quality in Lawton, Oklahomar=0.8713yrs192
The number of hosts and hostesses in restaurants in Georgiar=0.8812yrs190
Biogen's stock price (BIIB)r=0.813yrs184
Biomass power generated in Indonesiar=0.8911yrs182
Air quality in Columbia, South Carolinar=0.8613yrs181
The number of welders in Indianar=0.8812yrs180
Popularity of the 'drake' memer=0.8413yrs178
Number of Walmart stores worldwider=0.8412yrs172
Google searches for 'Rachel and Ross'r=0.8413yrs172
Customer satisfaction with AT&Tr=0.8211yrs172
Air quality in Fayetteville, North Carolinar=0.8613yrs171
Solar power generated in Angolar=0.8811yrs170
The number of personal financial advisors in Missourir=0.99yrs170
Patents granted to Appler=0.8512yrs170
Automotive recalls issued by BMW of North Americar=0.7612yrs166
Customer satisfaction with LinkedInr=0.7910yrs166
Automotive recalls issued by Chryslerr=0.7512yrs165
US bank failuresr=-0.8913yrs162
Electricity generation in Azerbaijanr=0.8811yrs160
The number of heating, air conditioning, and refrigeration mechanics and installers in New Mexicor=0.8812yrs160
Air quality in Alexandria, Louisianar=0.8612yrs160
Kimberly-Clark's stock price (KMB)r=0.7413yrs160
Number of Lawyers in the United Statesr=0.8212yrs158
Average milk produced per cow in the USr=0.7112yrs158
Dominion Energy's stock price (D)r=0.7313yrs158
Total number of automotive recallsr=0.7112yrs156
Google searches for 'how to immigrate to norway'r=0.6713yrs156
McDonald's American Customer Satisfaction Index Scorer=0.6912yrs154
Google searches for 'white house hotline'r=0.6713yrs154
Fossil fuel use in Azerbaijanr=0.8811yrs150
The number of OSHA specialists in North Dakotar=0.8812yrs150
Air quality in Virginia Beach, Virginiar=0.8513yrs150
The number of middle school teachers in Alabamar=0.8812yrs140
Electricity generation in Tunisiar=0.8711yrs139
The number of secretaries in Minnesotar=0.8712yrs130
Petroluem consumption in Nigerr=0.8911yrs129
Amgen's stock price (AMGN)r=0.7213yrs127
Air quality in Georgetown, South Carolinar=0.878yrs122
The number of compliance officers in Pennsylvaniar=0.8812yrs120
Liquefied petroleum gas used in Qatarr=0.8911yrs119
Unilever's stock price (UL)r=0.713yrs114
GMO use in cottonr=0.8412yrs112
Petroluem consumption in Rwandar=0.8911yrs109
The number of epidemiologists in New Yorkr=0.8811yrs109
Duke Energy's stock price (DUK)r=0.713yrs104
Solar power generated in Greecer=0.8611yrs98
The number of library assistants in Arizonar=0.8712yrs98
ArcelorMittal's stock price (MT)r=-0.913yrs94
Electricity generation in Saudi Arabiar=0.8611yrs88
The number of blender tenders in Arizonar=0.8712yrs88
Hormel Foods' stock price (HRL)r=0.713yrs84
The number of postal service clerks in Kentuckyr=0.8712yrs78
Novartis AG's stock price (NVS)r=0.6913yrs72
The number of pharmacy technicians in Massachusettsr=0.8712yrs68
Boeing's stock price (BA)r=0.6813yrs62
Bristol-Myers Squibb's stock price (BMY)r=0.6913yrs52
Medtronic's stock price (MDT)r=0.6913yrs42
Delta Airlines' stock price (DAL)r=0.6813yrs32


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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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