Top variables that correlate with The number of postsecondary art, drama, and music teachers in Michigan

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Data source: Bureau of Larbor Statistics
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The number of postsecondary art, drama, and music teachers in Michigan correlates with...

Variable	Correlation	Years	Sys. Score
Total length of Tom Scott's YouTube videos	r=0.92	14yrs	374
Liquefied petroleum gas used in Dominican Republic	r=0.92	19yrs	372
Average length of Tom Scott's YouTube videos	r=0.9	14yrs	371
Valero Energy's stock price (VLO)	r=0.89	20yrs	340
Number of public school students in 11th grade	r=0.86	20yrs	338
Number of Registered Vehicles in the US	r=0.87	19yrs	336
Renewable energy production in Congo-Kinshasa	r=0.86	19yrs	336
Hydopower energy generated in Congo-Kinshasa	r=0.86	19yrs	336
Total views on Tom Scott's YouTube videos	r=0.89	14yrs	310
Electricity generation in Solomon Islands	r=0.86	19yrs	306
Fossil fuel use in Solomon Islands	r=0.86	19yrs	296
Liquefied petroleum gas used in Palestinian Territories	r=0.87	19yrs	284
Associates degrees awarded in Parks & Recreation	r=0.88	11yrs	280
Associates degrees awarded in Engineering	r=0.87	11yrs	279
Associates degrees awarded in Physical sciences	r=0.87	11yrs	279
Jet fuel used in El Salvador	r=0.86	19yrs	272
Gasoline pumped in Equatorial Guinea	r=0.85	19yrs	261
Associates degrees awarded in Liberal arts	r=0.86	11yrs	248
Associates degrees awarded in Physical sciences	r=0.86	11yrs	238
Mozzarella cheese consumption	r=0.84	19yrs	234
Air quality in Holland, Michigan	r=0.83	20yrs	228
Boeing's stock price (BA)	r=0.83	20yrs	227
Sempra's stock price (SRE)	r=0.84	20yrs	227
Popularity of the first name Phoenix	r=0.85	20yrs	227
Associates degrees awarded in Communication	r=0.85	11yrs	226
Popularity of the first name Ruby	r=0.84	20yrs	226
Popularity of the first name Lukas	r=0.84	20yrs	226
US Annual Tax Revenue	r=0.83	19yrs	224
Annual US household spending on telephone services	r=0.82	20yrs	224
Portion of all US dairy skim-solids allocated to the production of dry milk products (net)	r=0.83	19yrs	222
Italian-type cheese consumption	r=0.83	19yrs	202
US Bottled Water Consumption per Person	r=0.81	20yrs	198
Gender pay gap in the U.S.	r=0.83	19yrs	198
Number of Lawyers in the United States	r=0.78	20yrs	196
GMO use in corn	r=0.79	20yrs	196
Number of public school students in 12th grade	r=0.81	20yrs	196
Edison International's stock price (EIX)	r=0.83	20yrs	196
Popularity of the first name Kane	r=0.84	20yrs	196
Grocery store spend in Michigan	r=0.84	18yrs	194
US household spending on health insurance	r=0.82	20yrs	194
Economic output of Washington metro area	r=0.82	19yrs	193
U.S. direct investment abroad	r=0.8	19yrs	192
US per-person consumption of bottled water	r=0.81	20yrs	192
GMO use in cotton	r=0.79	20yrs	192
Food spending in Michigan	r=0.83	18yrs	192
Restaurant spending in Michigan	r=0.81	18yrs	192
Number of highschoolers in the US	r=0.78	20yrs	191
Popularity of the first name Emerson	r=0.84	20yrs	186
RTX Corp's stock price (RTX)	r=0.82	20yrs	184
Dominion Energy's stock price (D)	r=0.82	20yrs	174
Popularity of the first name Sebastian	r=0.83	20yrs	174
Hispanic cheese consumption	r=0.83	19yrs	172
The average number of likes on SmarterEveryDay YouTube videos	r=0.82	16yrs	166
Popularity of the first name Leonardo	r=0.83	20yrs	164
Milk-fat consumption	r=0.82	19yrs	160
Popularity of the first name Roland	r=0.83	20yrs	154
American-type cheese consumption	r=0.81	19yrs	149
Total geothermal power generated globally	r=0.85	19yrs	149
Popularity of the first name Lincoln	r=0.83	20yrs	144
American cheese consumption	r=0.8	19yrs	138
Electricity generation in Bahrain	r=0.84	19yrs	138
Biogen's stock price (BIIB)	r=0.82	20yrs	134
Popularity of the first name Callie	r=0.82	20yrs	132
Fossil fuel use in Bahrain	r=0.84	19yrs	128
Average number of milk cows in the United States	r=0.81	20yrs	126
Lockheed Martin's stock price (LMT)	r=0.79	20yrs	122
Popularity of the first name Raheem	r=0.82	20yrs	122
Renewable energy production in Chile	r=0.84	19yrs	118
US production of cheese (other than cottage cheese)	r=0.83	19yrs	114
Prudential's stock price (PUK)	r=0.81	20yrs	112
Popularity of the first name Conrad	r=0.82	20yrs	112
Fossil fuel use in Senegal	r=0.84	19yrs	108
US milk fat used to produce cheese (excluding cottage cheese)	r=0.83	19yrs	104
Kellogg's stock price (K)	r=0.81	20yrs	102
Electricity generation in Guatemala	r=0.83	19yrs	96
Cream and Neufchatel cheese consumption	r=0.78	19yrs	94
Novartis AG's stock price (NVS)	r=0.8	20yrs	91
Electricity generation in Honduras	r=0.83	19yrs	86
Natural cheese consumption	r=0.83	19yrs	84
Unilever's stock price (UL)	r=0.8	20yrs	81
Biomass power generated in Malawi	r=0.83	19yrs	76
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.83	19yrs	73
Popularity of the first name Kali	r=0.82	20yrs	72
Gilead Sciences' stock price (GILD)	r=0.8	20yrs	71
Petroluem consumption in Sudan	r=0.85	19yrs	66
US production of sour cream	r=0.81	19yrs	62
Popularity of the first name Jane	r=0.82	20yrs	62
Becton, Dickinson and Company's stock price (BDX)	r=0.8	20yrs	61
Petroluem consumption in Benin	r=0.84	19yrs	54
US milk fat used to produce sour cream	r=0.81	19yrs	52
Popularity of the first name Raphael	r=0.82	20yrs	52
Kimberly-Clark's stock price (KMB)	r=0.8	20yrs	51
Petroluem consumption in Ethiopia	r=0.84	19yrs	44
Popularity of the first name Camilla	r=0.82	20yrs	42
Average milk produced per cow in the US	r=0.78	20yrs	41
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.8	20yrs	41
Jet fuel used in Ethiopia	r=0.84	19yrs	34
Popularity of the first name Elliott	r=0.81	20yrs	31
Popularity of the first name Alina	r=0.81	20yrs	21
Popularity of the first name Gwendolyn	r=0.81	20yrs	11
Popularity of the first name Clark	r=0.81	20yrs	1

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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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