Top variables that correlate with How good 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 good 3Blue1Brown YouTube video titles are correlates with...

Variable	Correlation	Years	Has img?
The number of statisticians in Illinois	r=0.99	8yrs	No
Food spending in Washington	r=0.96	6yrs	No
Customer satisfaction with CVS	r=0.91	6yrs	No
Hot days in Sydney	r=0.86	8yrs	Yes!
The number of lifeguards and ski patrol in Vermont	r=0.86	8yrs	No

How good 3Blue1Brown YouTube video titles are also correlates with...

Variable	Correlation	Years	Sys. Score
The number of surgical technologists in West Virginia	r=0.99	8yrs	382
The number of transportation inspectors in Iowa	r=0.98	8yrs	351
Jet fuel used in Bangladesh	r=0.97	7yrs	347
Master's degrees awarded in consumer sciences	r=0.95	7yrs	328
Instructor salaries in the US	r=0.94	7yrs	326
The number of tapers in California	r=0.97	8yrs	320
The number of customer service representatives in Maine	r=0.97	8yrs	310
Food spending in Arizona	r=0.98	6yrs	308
The number of title examiners, abstractors, and searchers in Minnesota	r=0.97	8yrs	300
Nuclear power generation in Iran	r=0.93	7yrs	299
Biomass power generated in Latvia	r=0.93	7yrs	299
Total employee count at Continental AG	r=0.91	8yrs	297
Rain in Detroit	r=0.94	8yrs	296
Popularity of the first name Gwendolyn	r=0.93	8yrs	292
The number of electrical and electronics repairers, commercial and industrial equipment in Tennessee	r=0.97	8yrs	290
Food spending in Maryland	r=0.95	6yrs	288
Number of edits to the Wikipedia article for begging the question	r=0.88	9yrs	286
University Lecturer salaries in the US	r=0.86	7yrs	284
Customer satisfaction with T-Mobile	r=0.88	7yrs	282
Customer satisfaction with Sam's Club	r=0.87	6yrs	279
Customer satisfaction with Walmart	r=0.87	6yrs	279
Number of public school students in 6th grade	r=0.91	8yrs	278
Customer satisfaction with Kohl's	r=0.86	6yrs	278
Popularity of the first name Princess	r=0.92	8yrs	276
Popularity of the first name Ryann	r=0.92	8yrs	276
US household spending on vehicle insurance	r=0.91	8yrs	276
The number of optometrists in Kansas	r=0.96	8yrs	260
Food spending in New Hampshire	r=0.95	6yrs	258
The number of movies Jude Law appeared in	r=0.88	9yrs	250
The number of microbiologists in Iowa	r=0.95	8yrs	248
Motor vehicle thefts in South Carolina	r=0.87	8yrs	247
Number of public school students in 7th grade	r=0.89	8yrs	246
Popularity of the first name Raina	r=0.92	8yrs	246
Bachelor's degrees awarded in Physical sciences	r=0.88	7yrs	243
Master's degrees awarded in Precision production	r=0.86	7yrs	240
US household spending on laundry and cleaning supplies	r=0.86	8yrs	238
The number of customer service representatives in Nebraska	r=0.96	8yrs	238
Popularity of the first name Beatriz	r=0.91	8yrs	234
Hydopower energy generated in United States	r=0.89	7yrs	233
The number of automotive service technicians and mechanics in Nebraska	r=0.96	8yrs	228
GMO use in soybeans in North Dakota	r=0.87	8yrs	226
GMO use in soybeans in North Dakota	r=0.87	8yrs	226
Restaurant spending in Connecticut	r=0.95	6yrs	221
The number of dietitians and nutritionists in Texas	r=0.96	8yrs	218
Hydopower energy generated in Brazil	r=0.86	7yrs	218
The number of tailors, dressmakers, and custom sewers in Texas	r=0.96	8yrs	208
Food spending in Colorado	r=0.95	6yrs	208
Petroluem consumption in Paraguay	r=0.88	7yrs	208
Food spending in Michigan	r=0.95	6yrs	198
Liquefied petroleum gas used in Uzbekistan	r=0.87	7yrs	197
The number of heat treating equipment setters, operators, and tenders, metal and plastic in Connecticut	r=0.95	8yrs	196
Popularity of the first name Nautica	r=0.9	8yrs	192
Food spending in Montana	r=0.95	6yrs	188
The number of cashiers in Minnesota	r=0.95	8yrs	186
Liquefied petroleum gas used in Estonia	r=0.85	8yrs	185
Popularity of the first name Joanna	r=0.89	8yrs	181
Restaurant spending in California	r=0.93	6yrs	178
The number of groundskeepers in Montana	r=0.95	8yrs	176
Assistant Processor salaries in the US	r=0.82	7yrs	174
Popularity of the first name Brielle	r=0.89	8yrs	171
Restaurant spending in Iowa	r=0.93	6yrs	168
The number of respiratory therapists in Oregon	r=0.95	8yrs	166
Popularity of the first name Mireya	r=0.88	8yrs	160
Automotive recalls issued by Honda	r=0.73	8yrs	158
Restaurant spending in South Carolina	r=0.93	6yrs	158
The number of meter readers, utilities in Oregon	r=0.95	8yrs	156
Automotive recalls issued by Keystone RV Company	r=0.71	8yrs	155
Carnival Corporation's stock price (CCL)	r=0.73	9yrs	154
Popularity of the 'press f to pay respects' meme	r=0.81	9yrs	154
Points scored by the New Orleans Saints	r=0.85	9yrs	152
Customer satisfaction with Macy's	r=0.79	6yrs	152
Popularity of the first name Greyson	r=0.88	8yrs	150
Season wins for the New Orleans Saints	r=0.83	9yrs	150
Popularity of the 'kermit' meme	r=0.78	9yrs	150
Age of US Open Tennis Champions (Men's Singles)	r=0.84	8yrs	148
The number of dental laboratory technicians in Pennsylvania	r=0.95	8yrs	146
Food spending in Massachusetts	r=0.94	6yrs	146
Popularity of the first name Lincoln	r=0.88	8yrs	140
The number of computer hardware engineers in West Virginia	r=0.95	8yrs	136
Food spending in Mississippi	r=0.93	6yrs	135
Popularity of the first name Miracle	r=0.87	8yrs	128
Restaurant spending in Illinois	r=0.91	6yrs	125
Professor salaries in the US	r=0.72	7yrs	118
Restaurant spending in Nebraska	r=0.91	6yrs	115
Restaurant spending in New Hampshire	r=0.91	6yrs	105
Restaurant spending in New York	r=0.91	6yrs	95
Food spending in Idaho	r=0.92	6yrs	84
Food spending in Kentucky	r=0.92	6yrs	74
Fossil fuel use in Cyprus	r=0.85	7yrs	72
Food spending in Nebraska	r=0.92	6yrs	64
Hydopower energy generated in Togo	r=0.84	7yrs	60
Hydopower energy generated in Australia	r=0.83	7yrs	49
Fossil fuel use in Rwanda	r=0.83	7yrs	39
Biomass power generated in Hungary	r=0.82	7yrs	28
Kerosene used in Kuwait	r=0.84	7yrs	18
Liquefied petroleum gas used in Peru	r=0.84	7yrs	8
Petroluem consumption in Sri Lanka	r=0.84	7yrs	-2

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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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