Top variables that correlate with How professional-sounding 3Blue1Brown 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 professional-sounding 3Blue1Brown YouTube video titles are correlates with...

Variable	Correlation	Years	Sys. Score
Jet fuel used in Burma	r=0.94	7yrs	298
The number of cardiovascular technicians in West Virginia	r=0.94	8yrs	295
Customer satisfaction with Macy's	r=0.89	6yrs	282
The number of registered nurses in Illinois	r=0.95	6yrs	280
The number of ticket agents in New Mexico	r=0.94	7yrs	279
GMO use in corn grown in South Dakota	r=0.9	9yrs	276
US household spending on rented dwellings	r=0.91	8yrs	276
Geothermal power generated in Guatemala	r=0.89	7yrs	263
Patents granted to Intel	r=0.87	8yrs	260
The number of brickmasons in North Dakota	r=0.92	8yrs	247
Popularity of the first name Lukas	r=0.88	8yrs	240
Popularity of the first name Breona	r=0.89	6yrs	239
Popularity of the first name Malika	r=0.87	8yrs	238
The number of furniture finishers in California	r=0.91	8yrs	236
US average dairy skim-solid content of yogurt, nonfrozen	r=0.85	7yrs	232
The number of respiratory therapists in Ohio	r=0.9	8yrs	224
Air quality in Houston	r=0.85	9yrs	224
Grocery store spend in Delaware	r=0.86	6yrs	214
Popularity of the first name Hakeem	r=0.86	8yrs	206
The number of brickmasons in Florida	r=0.9	8yrs	184
The number of cardiovascular technicians in New Mexico	r=0.9	8yrs	174
Violent crime rates	r=0.81	8yrs	173
Customer satisfaction with Walmart	r=0.83	6yrs	168
Number of edits to the Wikipedia article for Goldman Sachs	r=0.77	9yrs	165
The number of paralegals in South Carolina	r=0.9	6yrs	164
Customer satisfaction with Acer computers	r=0.78	7yrs	162
Number of edits to the Wikipedia article for begging the question	r=0.75	9yrs	162
McDonald's American Customer Satisfaction Index Score	r=0.75	8yrs	160
Google searches for 'how to immigrate to canada'	r=0.71	9yrs	158
Customer satisfaction with Vonage	r=0.76	7yrs	158
Customer satisfaction with CVS	r=0.81	6yrs	155
Customer satisfaction with Sam's Club	r=0.8	6yrs	154
The number of nuclear medicine technologists in Arkansas	r=0.89	8yrs	152
Instructor salaries in the US	r=0.74	7yrs	152
Hydopower energy generated in Syria	r=0.85	7yrs	152
Number of edits to the Wikipedia article for Harvard University	r=0.68	9yrs	152
Customer satisfaction with T-Mobile	r=0.75	7yrs	147
Patents granted to Microsoft	r=0.8	8yrs	144
US milk fat used to produce fluid beverage milk	r=0.8	7yrs	143
The number of postal service clerks in New York	r=0.88	8yrs	141
Global Commercial Vehicle Production	r=0.78	7yrs	140
Worldwide Count of Nokia Employees	r=0.77	8yrs	140
Age of Miss Teen USA	r=0.72	8yrs	138
Google searches for 'smol'	r=0.74	9yrs	138
Points scored by the Tennessee Titans	r=0.75	9yrs	138
Customer satisfaction with Whole Foods	r=0.69	6yrs	137
Season wins for the Tennessee Titans	r=0.74	9yrs	136
University Lecturer salaries in the US	r=0.63	7yrs	135
Customer satisfaction with United Airlines	r=0.67	7yrs	135
Google searches for 'harry potter'	r=0.72	9yrs	134
Customer satisfaction with Sprint	r=0.67	6yrs	134
The number of games in the World Series	r=0.66	8yrs	133
xkcd comics published about the internet	r=0.68	9yrs	133
Popularity of the 'crying michael jordan' meme	r=0.67	9yrs	133
The number of groundskeepers in Oregon	r=0.88	8yrs	131
Mizuho Financial Group's stock price (MFG)	r=0.64	9yrs	131
Royal Caribbean Cruises' stock price (RCL)	r=0.64	9yrs	131
US household spending on healthcare	r=0.84	8yrs	130
Patents granted to Amazon	r=0.71	8yrs	130
Arson in Kentucky	r=0.78	8yrs	128
Arson in Maine	r=0.77	8yrs	127
Rain in Toronto	r=0.74	7yrs	126
Number of edits to the Wikipedia article for Tetris	r=0.58	9yrs	126
The number of movies Gemma Arterton appeared in	r=0.75	9yrs	125
The number of movies Lupita Nyong'o appeared in	r=0.73	9yrs	122
The number of chemical equipment operators and tenders in Texas	r=0.88	8yrs	121
US household spending on health insurance	r=0.78	8yrs	121
Solar power generated in Ecuador	r=0.84	7yrs	120
The number of orderlies in Ohio	r=0.87	8yrs	110
Wind power generated in Mauritius	r=0.83	7yrs	109
Google searches for 'Brexit'	r=0.71	8yrs	102
The number of forensic science technicians in Massachusetts	r=0.88	6yrs	99
Liquefied petroleum gas used in Iraq	r=0.85	7yrs	99
Motor vehicle thefts in Kentucky	r=0.77	8yrs	97
The number of logging equipment operators in Arkansas	r=0.86	8yrs	88
Solar power generated in Aruba	r=0.82	7yrs	88
Google searches for 'Smores'	r=0.68	9yrs	88
Customer satisfaction with The U.S. Postal Service	r=0.65	7yrs	82
Popularity of the first name Gina	r=0.8	8yrs	82
The number of payroll and timekeeping clerks in Delaware	r=0.86	8yrs	78
Solar power generated in Kiribati	r=0.82	7yrs	78
Customer satisfaction with Kohl's	r=0.64	6yrs	75
Popularity of the first name Miracle	r=0.79	8yrs	71
Customer satisfaction with Target	r=0.64	6yrs	70
The number of postsecondary art, drama, and music teachers in Iowa	r=0.86	8yrs	68
Biomass power generated in Madagascar	r=0.82	7yrs	68
Customer satisfaction with American Airlines	r=0.63	7yrs	64
The number of office clerks in New Hampshire	r=0.86	8yrs	58
Electricity generation in Australia	r=0.81	7yrs	56
Customer satisfaction with JCPenney	r=0.62	6yrs	56
The number of air traffic controllers in New Mexico	r=0.86	7yrs	48
Fossil fuel use in Guinea-Bissau	r=0.81	7yrs	46
Petroluem consumption in Sudan	r=0.83	7yrs	36
Electricity generation in Guinea-Bissau	r=0.8	7yrs	24
Gasoline pumped in Nicaragua	r=0.81	7yrs	13
Hydopower energy generated in Brazil	r=0.77	7yrs	0
Gasoline pumped in Thailand	r=0.79	7yrs	-10
Wind power generated in Lithuania	r=0.76	7yrs	-22
Gasoline pumped in Cote d'Ivoire	r=0.78	7yrs	-32
Kerosene used in Guinea	r=0.77	7yrs	-43
Gasoline pumped in Malaysia	r=0.76	7yrs	-54

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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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