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

Variable	Correlation	Years	Sys. Score
The number of economists in Pennsylvania	r=0.93	10yrs	316
The number of housekeepers in Utah	r=0.91	10yrs	294
The number of professional painters in Indiana	r=0.89	10yrs	260
Jet fuel used in Ukraine	r=0.87	9yrs	259
Air quality in Georgetown, South Carolina	r=0.9	6yrs	255
Bloomberg Money Stuff articles about bitcoin	r=0.86	10yrs	240
Air pollution in Charleston, West Virginia	r=0.86	11yrs	239
Popularity of the first name Desmond	r=0.86	10yrs	238
Popularity of the first name Jazlyn	r=0.86	10yrs	238
The number of funeral attendants in Georgia	r=0.88	10yrs	228
The number of insurance claims and policy processing clerks in South Dakota	r=0.88	10yrs	218
The number of commercial pilots in Arizona	r=0.87	10yrs	206
The number of school teachers in Iowa	r=0.87	10yrs	183
The number of dental laboratory technicians in Idaho	r=0.87	10yrs	172
The number of opticians in Massachusetts	r=0.87	10yrs	162
Customer satisfaction with Walgreens	r=0.77	8yrs	161
Visitors to Universal Orlando's Islands of Adventure	r=0.71	9yrs	156
Halliburton Company's stock price (HAL)	r=0.72	11yrs	155
Electricity generation in Czechia	r=0.85	9yrs	154
Visitors to SeaWorld California	r=0.69	9yrs	153
Wins for the Colorado Rockies	r=0.83	11yrs	153
Runs scored by the Oakland Athletics	r=0.83	11yrs	153
The number of agricultural inspectors in Mississippi	r=0.89	8yrs	152
US imports of non-edible fishery product	r=0.84	9yrs	151
Visitors to Disney Worlds Magic Kingdom	r=0.7	9yrs	150
Kerosene used in Portugal	r=0.84	10yrs	150
Miss World's Age	r=0.82	10yrs	149
Total Points scored by the New England Patriots in the NFL season	r=0.82	10yrs	149
Visitors to Disneyland	r=0.68	9yrs	147
Number of Miss World delegates	r=0.81	9yrs	146
PG&E's stock price (PCG)	r=0.66	11yrs	146
The marriage rate in New Hampshire	r=0.8	9yrs	145
Google searches for 'why isnt 11 pronounced onety one'	r=0.73	10yrs	144
Wins for the Oakland Athletics	r=0.77	11yrs	144
The divorce rate in Rhode Island	r=0.78	9yrs	144
xkcd comics published about technology	r=0.75	10yrs	144
Number of edits to the Wikipedia article for Deloitte	r=0.61	11yrs	143
The number of pest control workers in Puerto Rico	r=0.87	10yrs	142
Justin Upton's yearly run total	r=0.77	10yrs	142
Number of times 5 was a winning Mega Millions number	r=0.69	8yrs	140
The marriage rate in Hawaii	r=0.76	9yrs	139
Rain in Paris	r=0.75	8yrs	138
The number of movies Bette Davis appeared in	r=0.82	11yrs	138
Movie Releases in the US & Canada	r=0.71	10yrs	136
West Nile Virus Cases	r=0.72	10yrs	136
Customer satisfaction with Kroger	r=0.67	8yrs	136
Google searches for 'shook'	r=0.71	11yrs	135
Google searches for 'Baroque Obama'	r=0.67	11yrs	135
The number of nursing assistants in Idaho	r=0.87	10yrs	132
Number of Movies Released Annually	r=0.71	10yrs	132
Number of Slot Machines in Nevada	r=0.65	10yrs	131
xkcd comics published about social media	r=0.65	11yrs	130
Popularity of the first name Asha	r=0.83	10yrs	129
The number of kindergarten teachers in Maryland	r=0.86	10yrs	120
Fossil fuel use in Saint Lucia	r=0.81	9yrs	118
Wins for the Washington Nationals	r=0.76	11yrs	112
The number of furniture finishers in Missouri	r=0.86	10yrs	110
The marriage rate in Massachusetts	r=0.76	9yrs	109
Petroluem consumption in Croatia	r=0.83	9yrs	108
Google searches for 'how to fake your own death'	r=0.58	11yrs	102
Wins for the Los Angeles Angels	r=0.75	11yrs	101
The number of forensic science technicians in Utah	r=0.89	6yrs	100
British Open Golf Championship winner's score	r=0.69	10yrs	100
Popularity of the first name Johana	r=0.83	10yrs	99
The marriage rate in California	r=0.75	9yrs	98
Electricity generation in Saint Lucia	r=0.8	9yrs	96
The number of phlebotomists in Nevada	r=0.85	10yrs	90
Wins for the Boston Red Sox	r=0.74	11yrs	90
The marriage rate in Rhode Island	r=0.75	9yrs	88
Gasoline pumped in Cyprus	r=0.82	9yrs	86
Runs scored by the Cleveland Guardians	r=0.74	11yrs	80
The number of library assistants in North Dakota	r=0.86	9yrs	79
The divorce rate in Nevada	r=0.73	9yrs	76
Liquefied petroleum gas used in Hong Kong	r=0.81	9yrs	75
The number of photographers in Rhode Island	r=0.86	9yrs	69
Runs scored by the Detroit Tigers	r=0.72	11yrs	66
The divorce rate in New Jersey	r=0.72	9yrs	64
Hydopower energy generated in Philippines	r=0.77	9yrs	62
The number of computer hardware engineers in Washington	r=0.85	8yrs	56
Runs scored by the Los Angeles Angels	r=0.71	11yrs	55
The marriage rate in Maine	r=0.72	9yrs	53
Petroluem consumption in Albania	r=0.79	9yrs	52
Runs scored by the Washington Nationals	r=0.71	11yrs	45
The marriage rate in Michigan	r=0.72	9yrs	43
Petroluem consumption in Norway	r=0.78	10yrs	42
The marriage rate in Pennsylvania	r=0.72	9yrs	33
Wins for the Pittsburgh Pirates	r=0.69	11yrs	32
Fossil fuel use in Greece	r=0.76	9yrs	30
The divorce rate in New York	r=0.7	9yrs	22
Kerosene used in French Polynesia	r=0.78	9yrs	20
Wins for the Cleveland Guardians	r=0.68	11yrs	20
Liquefied petroleum gas used in Gambia	r=0.78	9yrs	10
The marriage rate in New Mexico	r=0.7	9yrs	10
Runs scored by the Colorado Rockies	r=0.67	11yrs	9
Jet fuel used in Lesotho	r=0.78	9yrs	0
Liquefied petroleum gas used in Liberia	r=0.78	9yrs	-10
Gasoline pumped in Puerto Rico	r=0.78	9yrs	-20
Gasoline pumped in Western Sahara	r=0.78	9yrs	-30
Jet fuel used in Western Sahara	r=0.78	9yrs	-40
Kerosene used in Western Sahara	r=0.78	9yrs	-50
The number of photographers in Wisconsin	r=0.85	10yrs	-56

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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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