Top variables that correlate with How nerdy Computerphile YouTube video titles are

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Data source: AI analysis of YouTube video titles
Additional Info: ^{See full details} 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 Computerphile YouTube video titles are correlates with...

Variable	Correlation	Years	Has img?
Air pollution in Provo, Utah	r=0.98	6yrs	No
The number of tapers in New Mexico	r=0.96	7yrs	Yes!
Christmas Trees Sold in the US	r=0.94	7yrs	Yes!
The number of audiologists in California	r=0.92	10yrs	No
Hydopower energy generated in South Africa	r=0.91	9yrs	No
Points allowed by the Minnesota Vikings	r=0.85	11yrs	No
Drenching rain in Sydney	r=0.76	10yrs	No
US production of butter	r=0.74	9yrs	No
Points allowed by the New England Patriots	r=0.71	11yrs	No

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

Variable	Correlation	Years	Sys. Score
Air quality in Raleigh, North Carolina	r=0.92	11yrs	298
US household spending on fresh fruits	r=0.93	10yrs	296
US household spending on fruits and vegetables	r=0.92	10yrs	294
Popularity of the first name Robbie	r=0.91	10yrs	291
Air pollution in Payson, Arizona	r=0.91	11yrs	276
The number of paralegals in New Hampshire	r=0.9	8yrs	276
Hydopower energy generated in Saint Vincent/Grenadines	r=0.86	9yrs	260
Liquefied petroleum gas used in Mexico	r=0.86	10yrs	258
Air quality in Oxford, North Carolina	r=0.9	11yrs	245
US household spending on processed vegetables	r=0.87	10yrs	242
US household spending on fresh vegetables	r=0.86	10yrs	240
US household spending on bakery products	r=0.86	10yrs	240
Popularity of the first name Gianna	r=0.87	10yrs	240
US average dairy skim-solid content of frozen dairy products	r=0.89	9yrs	240
The number of conservation scientists in New Mexico	r=0.9	10yrs	231
The number of zoologists in Ohio	r=0.89	10yrs	221
The number of avionics technicians in Louisiana	r=0.89	10yrs	210
Air pollution in Tucson, Arizona	r=0.89	11yrs	204
The number of bailiffs in Kansas	r=0.87	10yrs	198
Air quality in Greenville, North Carolina	r=0.89	11yrs	194
The number of crane operators in Tennessee	r=0.88	10yrs	188
Air quality in Charlotte, North Carolina	r=0.88	11yrs	182
The number of university physics teachers in Wisconsin	r=0.87	10yrs	176
Air quality in State College, Pennsylvania	r=0.87	11yrs	170
Number of times 17 was a winning Mega Millions number	r=0.8	11yrs	170
SAP SE's stock price (SAP)	r=0.79	11yrs	166
Google searches for 'how to build a bunker'	r=0.75	11yrs	166
Agnico Eagle Mines' stock price (AEM)	r=0.75	11yrs	160
Customer satisfaction with Cox	r=0.75	9yrs	159
Number of edits to the Wikipedia article for Confirmation bias	r=0.7	10yrs	156
Popularity of the 'i am once again' meme	r=0.8	11yrs	154
Newmont's stock price (NEM)	r=0.71	11yrs	154
The number of biochemists and biophysicists in California	r=0.87	10yrs	152
Number of edits to the Wikipedia article for Harvard University	r=0.66	11yrs	150
Google searches for 'how to immigrate to switzerland'	r=0.65	11yrs	150
Automotive recalls for issues with the Electrical System	r=0.69	10yrs	150
Number of edits to the Wikipedia article for Abraham Lincoln	r=0.65	10yrs	148
Score differential in Anglo-Welsh Cup final	r=0.84	6yrs	148
Google searches for 'n95 mask'	r=0.78	11yrs	146
North American digital comic sales volume	r=0.79	9yrs	144
Number of times 25 was a winning Mega Millions number	r=0.62	11yrs	143
Wins for the San Diego Padres	r=0.76	11yrs	142
The number of electrical power-line installers and repairers in Nevada	r=0.87	10yrs	142
Air pollution in Santa Cruz, California	r=0.86	8yrs	141
Motor vehicle thefts	r=0.71	10yrs	140
xkcd comics published about math	r=0.71	11yrs	140
Academy Award Best Actor Winner's Age	r=0.73	10yrs	140
Season wins for the Kansas City Chiefs	r=0.74	11yrs	138
Points allowed by the Detroit Lions	r=0.73	11yrs	136
Asthma attacks in American children	r=0.66	7yrs	136
US milk fat used to produce butter	r=0.74	9yrs	136
Number of households headed by single fathers in the United States	r=0.73	9yrs	136
The number of obstetricians and gynecologists in Oregon	r=0.89	8yrs	132
Air pollution in Longview, Washington	r=0.86	8yrs	131
Brookfield's stock price (BN)	r=0.7	11yrs	122
The number of archivists in South Carolina	r=0.87	10yrs	122
Renewable energy production in Saint Vincent/Grenadines	r=0.83	9yrs	121
Google searches for 'i have a headache'	r=0.64	11yrs	114
The number of agricultural equipment operators in Alabama	r=0.86	10yrs	110
Garmin's stock price (GRMN)	r=0.68	11yrs	109
Hydopower energy generated in Nicaragua	r=0.81	9yrs	108
The number of nursing instructors and teachers in Michigan	r=0.86	10yrs	100
Crown Castle's stock price (CCI)	r=0.67	11yrs	98
Google searches for 'mortgage rates'	r=0.72	11yrs	96
Hydopower energy generated in El Salvador	r=0.8	9yrs	96
The number of forest conservation technicians in Oklahoma	r=0.87	8yrs	90
Digital Realty Trust's stock price (DLR)	r=0.67	11yrs	88
Electricity generation in Liberia	r=0.79	9yrs	85
The number of reinforcing iron and rebar workers in Guam	r=0.86	10yrs	80
ANSYs' stock price (ANSS)	r=0.67	11yrs	78
Liquefied petroleum gas used in Kuwait	r=0.81	9yrs	75
The number of pediatricians in Alaska	r=0.86	9yrs	69
American Tower's stock price (AMT)	r=0.66	11yrs	66
Solar power generated in Oman	r=0.77	9yrs	62
The number of set and exhibit designers in Alabama	r=0.86	9yrs	59
Charter Communications' stock price (CHTR)	r=0.67	11yrs	56
Wind power generated in Taiwan	r=0.77	9yrs	52
The number of motorboat mechanics in Wisconsin	r=0.85	10yrs	48
Ecolab's stock price (ECL)	r=0.66	11yrs	46
Kerosene used in Papua New Guinea	r=0.78	9yrs	40
Global Payments' stock price (GPN)	r=0.66	11yrs	36
Biomass power generated in Netherlands	r=0.75	9yrs	29
Chunghwa Telecom Co.'s stock price (CHT)	r=0.66	11yrs	26
Electricity generation in Niue	r=0.75	9yrs	19
T. Rowe Price Group's stock price (TROW)	r=0.66	11yrs	16
Gasoline pumped in Ghana	r=0.77	9yrs	9
Edwards Lifesciences' stock price (EW)	r=0.65	11yrs	4
Liquefied petroleum gas used in United Arab Emirates	r=0.76	9yrs	-2
Amazon.com's stock price (AMZN)	r=0.62	11yrs	-7
Salesforce's stock price (CRM)	r=0.64	11yrs	-17
Netflix's stock price (NFLX)	r=0.61	11yrs	-27
Align Technology's stock price (ALGN)	r=0.64	11yrs	-37
Equinix's stock price (EQIX)	r=0.63	11yrs	-48

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^{What is Sys. Score?} 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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