Top variables that correlate with How nerdy MrBeast's 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 MrBeast's YouTube video titles are correlates with...

Variable	Correlation	Years	Sys. Score
The number of phlebotomists in Arkansas	r=0.99	11yrs	387
The number of photographers in West Virginia	r=0.97	11yrs	382
The number of postal service machine operators in Oklahoma	r=0.96	11yrs	381
Fossil fuel use in Greece	r=0.94	10yrs	338
Kerosene used in Tonga	r=0.95	10yrs	337
Liquefied petroleum gas used in Kosovo	r=0.93	10yrs	334
The number of postal service machine operators in Colorado	r=0.95	11yrs	320
Associates degrees awarded in Business and management	r=0.93	10yrs	317
The divorce rate in Missouri	r=0.92	10yrs	316
Popularity of the first name Mercedes	r=0.92	11yrs	314
The divorce rate in South Dakota	r=0.91	10yrs	314
Popularity of the first name Deondre	r=0.91	11yrs	312
Popularity of the first name Evelin	r=0.91	11yrs	312
US bank failures	r=0.87	12yrs	308
Number of edits to the Wikipedia article for Nikola Tesla	r=0.88	11yrs	304
Number of edits to the Wikipedia article for Availability heuristic	r=0.86	11yrs	300
Master's degrees awarded in Liberal arts	r=0.91	10yrs	296
Asthma prevalence in American children	r=0.89	8yrs	287
The number of librarians in New Hampshire	r=0.95	7yrs	286
Popularity of the 'bad luck brian' meme	r=0.87	12yrs	286
Popularity of the 'gangnam style' meme	r=0.87	12yrs	286
Popularity of the 'y u no' meme	r=0.87	12yrs	286
Petroluem consumption in Puerto Rico	r=0.93	10yrs	284
Asthma attacks in American children	r=0.87	8yrs	284
Asthma attacks in American children	r=0.87	8yrs	284
Asthma attacks in American children	r=0.87	8yrs	284
U.S. intercountry adoptions	r=0.88	10yrs	278
Google searches for 'why is the sky blue'	r=0.86	12yrs	278
Google searches for 'how do i stop procrastinating'	r=0.86	12yrs	278
Google searches for 'Gangnam Style'	r=0.86	12yrs	278
The divorce rate in Tennessee	r=0.87	10yrs	278
The number of chemical engineers in Alaska	r=0.95	8yrs	276
GMO use in cotton in Tennessee	r=0.91	11yrs	276
Air pollution in New Castle, Pennsylvania	r=0.9	11yrs	275
Kerosene used in Libya	r=0.91	10yrs	271
US birth rates of triplets or more	r=0.87	10yrs	269
The number of movies Christopher Lee appeared in	r=0.89	12yrs	269
Bankruptcy filings in the US	r=0.87	10yrs	268
Brick cheese consumption	r=0.9	10yrs	268
Arson in South Dakota	r=0.89	11yrs	268
Motor vehicle thefts in New Jersey	r=0.89	11yrs	268
Burglaries in Vermont	r=0.88	11yrs	266
The number of movies Kirsten Dunst appeared in	r=0.86	11yrs	264
Master's degrees awarded in Transportation	r=0.89	10yrs	262
Popularity of the first name Stacey	r=0.9	11yrs	260
US production of fluid beverage milk	r=0.86	10yrs	260
GMO use in cotton	r=0.87	11yrs	260
The number of floral designers in Arkansas	r=0.94	11yrs	258
Popularity of the 'scumbag steve' meme	r=0.86	12yrs	254
The number of film and video editors in Maryland	r=0.94	11yrs	248
Popularity of the 'call me maybe' meme	r=0.86	12yrs	244
The number of photographers in Minnesota	r=0.94	11yrs	238
Motor vehicle thefts in Maryland	r=0.88	11yrs	236
Popularity of the 'willy wonka' meme	r=0.86	12yrs	234
The divorce rate in Arizona	r=0.86	10yrs	232
Hydopower energy generated in Algeria	r=0.89	10yrs	231
Associates degrees awarded in Business management	r=0.89	10yrs	231
The number of payroll and timekeeping clerks in Missouri	r=0.94	11yrs	228
Popularity of the 'overly attached girlfriend' meme	r=0.86	12yrs	224
Arson in New Hampshire	r=0.86	11yrs	224
The divorce rate in Idaho	r=0.86	10yrs	222
Associates degrees awarded in health assistance	r=0.89	10yrs	221
Fossil fuel use in Netherlands Antilles	r=0.88	10yrs	220
Popularity of the first name Jaylan	r=0.9	11yrs	220
The number of procurement clerks in Nebraska	r=0.94	11yrs	218
Arson in New York	r=0.86	11yrs	214
Popularity of the 'im on a boat' meme	r=0.85	12yrs	213
The divorce rate in North Carolina	r=0.86	10yrs	212
Kerosene used in Malawi	r=0.9	10yrs	210
Popularity of the first name Suzanna	r=0.9	11yrs	210
The number of private detectives in New York	r=0.93	11yrs	208
Popularity of the first name Briana	r=0.89	11yrs	199
Liquefied petroleum gas used in Barbados	r=0.89	10yrs	198
The number of cartographers in Alabama	r=0.92	11yrs	196
Popularity of the 'McKayla Maroney' meme	r=0.87	10yrs	189
Popularity of the first name Trevon	r=0.89	11yrs	189
Kerosene used in Iran	r=0.89	10yrs	188
The number of nuclear medicine technologists in Florida	r=0.93	11yrs	186
Popularity of the first name Vanesa	r=0.89	11yrs	179
Gasoline pumped in Slovenia	r=0.88	11yrs	178
The number of electrical and electronics repairers, commercial and industrial equipment in Iowa	r=0.93	11yrs	176
Popularity of the first name Daijah	r=0.89	11yrs	169
The number of university political science teachers in New York	r=0.93	10yrs	166
Gasoline pumped in Greece	r=0.87	11yrs	166
Popularity of the first name Keyshawn	r=0.89	11yrs	159
The number of zoologists in Oregon	r=0.92	11yrs	156
Jet fuel used in Libya	r=0.88	10yrs	156
Popularity of the first name Kristal	r=0.89	11yrs	149
Kerosene used in Panama	r=0.88	10yrs	146
The number of paper goods machine setters, operators, and tenders in Louisiana	r=0.92	11yrs	145
Popularity of the first name Keara	r=0.89	11yrs	139
Kerosene used in South Korea	r=0.87	11yrs	136
The number of compensation and benefits managers in New York	r=0.92	11yrs	135
Popularity of the first name Eddy	r=0.89	11yrs	129
Petroluem consumption in Uruguay	r=0.87	10yrs	125
The number of postal service machine operators in California	r=0.91	11yrs	124
Popularity of the first name Semaj	r=0.89	11yrs	119
Petroluem consumption in Israel	r=0.85	11yrs	113
Biomass power generated in Kenya	r=0.85	10yrs	90
Kerosene used globally	r=0.87	10yrs	80
Liquefied petroleum gas used in Belarus	r=0.87	10yrs	70

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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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