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Data source: AI analysis of 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 Computerphile YouTube video titles are correlates with...

VariableCorrelationYearsHas img?
The number of janitors and cleaners in Illinoisr=0.8910yrsYes!



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

VariableCorrelationYearsSys. Score
The number of bailiffs in New Jerseyr=0.968yrs330
The number of secretaries in Idahor=0.9410yrs318
Ticket sales for Minnesota Twins gamesr=0.917yrs296
Global Per Capita Rice Consumptionr=0.937yrs278
The number of obstetricians and gynecologists in Louisianar=0.946yrs278
Popularity of the first name Hollyr=0.8810yrs256
The number of zoologists in Oklahomar=0.916yrs245
Associates degrees awarded in Transportationr=0.899yrs245
US household spending on transportationr=0.8710yrs242
Air quality in Sevierville, Tennesseer=0.8611yrs239
GMO use in cotton in North Carolinar=0.8610yrs223
Air quality in Huntington, Indianar=0.867yrs220
The number of university physics teachers in Alabamar=0.8810yrs208
The number of orderlies in Rhode Islandr=0.8810yrs198
The number of coaches and scouts in New Mexicor=0.897yrs172
The number of bailiffs in North Dakotar=0.868yrs160
The number of librarians in Wisconsinr=0.886yrs149
Number of edits to the Wikipedia article for JP Morgan Chaser=0.6411yrs148
Wind power generated in New Caledoniar=0.799yrs145
Kerosene used in Brazilr=0.789yrs140
The number of cooks, institution and cafeteria in Guamr=0.886yrs139
Australia's Per Capita GDPr=0.7410yrs137
Gasoline Prices in the USr=0.7110yrs136
Jet fuel used in Azerbaijanr=0.759yrs136
Average temperature in Perthr=0.7210yrs136
GDP per capita in Canadar=0.7110yrs132
UK Annual Consumer Price Index (CPI) for Spiritsr=0.7110yrs132
Popularity of the first name Tommyr=0.8510yrs132
Points allowed by the New York Giantsr=0.6811yrs129
The number of fish and game wardens in North Carolinar=0.876yrs128
Google searches for 'skydiving accident'r=0.6611yrs128
xkcd comics published about star warsr=0.6311yrs128
Google searches for 'funny cat videos'r=0.6511yrs126
Points scored by the Philadelphia Eaglesr=0.6611yrs126
The number of movies Humphrey Bogart appeared inr=0.7410yrs124
Number of edits to the Wikipedia article for Morgan Stanleyr=0.5511yrs124
Mega millions lottery numbersr=0.5810yrs123
Google searches for 'delorean'r=0.6311yrs123
Season wins for the San Francisco 49ersr=0.6411yrs123
Associates degrees awarded in Emergency medical techr=0.779yrs122
Popularity of the first name Traer=0.7810yrs122
Ticket sales for Oakland Athletics gamesr=0.717yrs121
PetrĂ³leo Brasileiro S.A. - Petrobras' stock price (PBR.A)r=0.5411yrs118
The average age of batters for the Cincinnati Redsr=0.6211yrs118
The number of conservation scientists in Kansasr=0.867yrs117
Mega millions lottery numbersr=0.5110yrs116
Automotive recalls for issues with the Wheelsr=0.5310yrs116
Number of viewers of Victoria's Secret Fashion Showr=0.696yrs115
The distance between Mercury and the Sunr=0.7111yrs115
Snow days in Albuquerquer=0.7111yrs115
The Bank of Nova Scotia's stock price (BNS)r=0.5111yrs114
Warner Bros. Discovery's stock price (WBD)r=0.5111yrs114
The number of movies Chris Evans appeared inr=0.6611yrs114
Associates degrees awarded in information sciencesr=0.719yrs113
Air quality in Columbia, South Carolinar=0.8211yrs113
Customer satisfaction with Nordstromr=0.518yrs112
Freezing temperatures in Bostonr=0.6911yrs112
Number of edits to the Wikipedia article for Availability heuristicr=0.4810yrs112
Automotive recalls issued by Mack Trucksr=0.4610yrs110
xkcd comics published about outer spacer=0.5811yrs110
The number of movies Emma Watson appeared inr=0.6411yrs110
The number of millwrights in Vermontr=0.866yrs106
Electricity generation in Libyar=0.719yrs103
The number of librarians in Virginiar=0.866yrs96
Fossil fuel use in Libyar=0.719yrs93
Popularity of the first name Danaer=0.7710yrs90
The number of statistical assistants in Mississippir=0.866yrs86
Ticket sales for Philadelphia Phillies gamesr=0.677yrs85
Kerosene used in Indonesiar=0.739yrs83
Associates degrees awarded in Nursingr=0.79yrs82
ArcelorMittal's stock price (MT)r=0.511yrs82
Air quality in Miamir=0.7911yrs82
Popularity of the first name Halleyr=0.7710yrs80
Freezing temperatures in Louisviller=0.6811yrs80
The number of movies Anthony Hopkins appeared inr=0.6311yrs79
The number of actors in North Carolinar=0.857yrs76
Gasoline pumped in Timor-Lester=0.729yrs72
Master's degrees awarded in Communications technologiesr=0.689yrs70
PetrĂ³leo Brasileiro S.A. - Petrobras' stock price (PBR)r=0.4911yrs70
Popularity of the first name Jennier=0.7610yrs68
Gasoline pumped in Surinamer=0.719yrs60
Ecopetrol's stock price (EC)r=0.4811yrs59
Popularity of the first name Haller=0.7510yrs57
Hydopower energy generated in Ghanar=0.689yrs48
Popularity of the first name Imanir=0.710yrs40
Fossil fuel use in New Zealandr=0.689yrs38
Popularity of the first name Ieshar=0.719yrs30
Jet fuel used in Egyptr=0.79yrs28
Fossil fuel use in North Macedoniar=0.679yrs17
Biomass power generated in Norwayr=0.679yrs7
Jet fuel used in Russiar=0.689yrs-4
Jet fuel used in Timor-Lester=0.689yrs-14
Jet fuel used in Yemenr=0.679yrs-26
The number of insurance sales agents in Michiganr=0.8510yrs-36
Nuclear power generation in Finlandr=0.659yrs-46
The number of fence erectors in New Yorkr=0.8410yrs-48
Hydopower energy generated in Tunisiar=0.659yrs-56
The number of phlebotomists in Connecticutr=0.8310yrs-58
Jet fuel used in Cabo Verder=0.669yrs-68
Petroluem consumption in Surinamer=0.669yrs-78


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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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