Top variables that correlate with The number of commercial pilots in Iowa

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Data source: Bureau of Larbor Statistics
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The number of commercial pilots in Iowa correlates with...

Variable	Correlation	Years	Sys. Score
Electricity generation in Antarctica	r=0.93	12yrs	369
Renewable energy production in Antarctica	r=0.93	12yrs	369
Average length of 'Be Smart' science YouTube videos	r=0.91	10yrs	318
The average number of likes on Mark Rober YouTube videos	r=0.86	12yrs	283
Solar power generated in Croatia	r=0.89	10yrs	281
Average length of Computerphile YouTube videos	r=0.86	10yrs	266
Bachelor's degrees awarded in Military technologies	r=0.86	10yrs	263
Bachelor's degrees awarded in Transportation	r=0.86	10yrs	263
Master's degrees awarded in Parks & Recreation	r=0.86	10yrs	263
Solar power generated in Moldova	r=0.9	8yrs	236
How nerdy PBS Space Time YouTube video titles are	r=0.86	8yrs	234
Master's degrees awarded in law enforcement and firefighting	r=0.85	10yrs	232
Solar power generated in Chile	r=0.88	9yrs	224
Solar power generated in Bosnia and Herzegovina	r=0.86	9yrs	200
Biomass power generated in Serbia	r=0.85	10yrs	190
Annual US household spending on entertainment	r=0.78	20yrs	188
Google searches for 'restaurant near me'	r=0.84	12yrs	170
The number of movies Grace Kelly appeared in	r=0.73	20yrs	168
Google searches for 'Mr. Beast'	r=0.76	19yrs	166
Sales of LP/Vinyl Albums	r=0.7	20yrs	165
Number of highschoolers in the US	r=0.74	20yrs	165
Popularity of the first name Emma	r=-0.84	20yrs	164
Academy Award Best Supporting Actress Winner Age	r=0.72	19yrs	162
Cheddar cheese consumption	r=0.7	19yrs	162
Amazon.com's stock price (AMZN)	r=0.72	20yrs	162
Netflix's stock price (NFLX)	r=0.71	20yrs	162
Autodesk's stock price (ADSK)	r=0.74	20yrs	162
Popularity of the first name Victoria	r=-0.83	20yrs	162
Popularity of the first name Houston	r=0.75	20yrs	162
Google searches for 'do vaccines work'	r=0.73	19yrs	161
Annual US household spending on property taxes	r=0.73	20yrs	160
Annual US household spending on pets, toys, and hobbies	r=0.73	20yrs	160
Ticket prices at North American movie theaters	r=0.69	20yrs	158
Air pollution in Sioux City, Iowa	r=0.7	19yrs	158
The number of movies Zendaya appeared in	r=0.81	12yrs	157
Google's Net Income	r=0.71	19yrs	156
Google's annual advertising revenue	r=0.69	20yrs	154
Google's Annual Global Revenue	r=0.69	20yrs	154
Internet Access Rate among US Citizens	r=0.69	20yrs	154
Google's Advertising Revenue	r=0.69	20yrs	154
Electricity generation in Belarus	r=0.79	19yrs	140
Total likes of Mark Rober YouTube videos	r=0.84	12yrs	135
HP Inc.'s stock price (HPQ)	r=0.74	20yrs	132
Popularity of the first name Susannah	r=-0.83	20yrs	132
Annual US household spending on housing	r=0.72	20yrs	129
Corning's stock price (GLW)	r=0.74	20yrs	122
Popularity of the first name Dario	r=0.75	20yrs	122
Annual US household spending on other household products	r=0.72	20yrs	119
Master's degrees awarded in Multi/interdisciplinary studies	r=0.85	10yrs	116
T-Mobile Us' stock price (TMUS)	r=0.76	15yrs	110
Popularity of the first name Xiomara	r=0.74	20yrs	110
Electricity generation in Cyprus	r=0.78	19yrs	108
Annual US household spending on bakery products	r=0.71	20yrs	108
Total length of Deep Look YouTube videos	r=0.84	9yrs	107
Bachelor's degrees awarded in information sciences	r=0.84	10yrs	105
Take-Two Interactive Software's stock price (TTWO)	r=0.72	20yrs	99
Biomass power generated in New Zealand	r=0.78	19yrs	98
Popularity of the first name Ezequiel	r=0.72	20yrs	98
Annual US household spending on major appliances	r=0.71	20yrs	98
Average length of Mark Rober YouTube videos	r=0.81	12yrs	96
Master's degrees awarded in Psychology	r=0.83	10yrs	94
Taiwan Semiconductor Manufacturing Company's stock price (TSM)	r=0.71	20yrs	88
Popularity of the first name Amira	r=0.72	20yrs	88
Petroluem consumption in Slovakia	r=0.78	20yrs	86
Annual US household spending on housekeeping supplies	r=0.7	20yrs	86
Adobe's stock price (ADBE)	r=0.71	20yrs	78
Popularity of the first name Shiloh	r=0.72	20yrs	78
Annual US household spending on medical services	r=0.7	20yrs	76
Petroluem consumption in Poland	r=0.77	20yrs	75
Align Technology's stock price (ALGN)	r=0.71	20yrs	68
Popularity of the first name Nico	r=0.71	20yrs	66
Gasoline pumped in Poland	r=0.77	20yrs	65
Annual US household spending on dairy products	r=0.69	20yrs	64
The Progressive Corporation's stock price (PGR)	r=0.7	20yrs	56
Popularity of the first name Stevie	r=0.7	20yrs	54
Annual US household spending on home maintenance	r=0.69	20yrs	54
Petroluem consumption in Hungary	r=0.76	20yrs	54
IDEXX Laboratories' stock price (IDXX)	r=0.7	20yrs	46
Popularity of the first name Amari	r=0.7	20yrs	44
CoStar Group's stock price (CSGP)	r=0.7	20yrs	36
Popularity of the first name Isaias	r=0.7	20yrs	34
Deere & Company's stock price (DE)	r=0.69	20yrs	24
Popularity of the first name Octavia	r=0.7	20yrs	24
Liquefied petroleum gas used in South Korea	r=0.75	20yrs	22
BlackRock's stock price (BLK)	r=0.69	20yrs	14
Popularity of the first name Ayla	r=0.7	20yrs	14
Electricity generation in Saint Vincent/Grenadines	r=0.72	19yrs	10
Global Payments' stock price (GPN)	r=0.69	20yrs	4
Popularity of the first name Chaya	r=0.7	20yrs	4
Hydopower energy generated in Costa Rica	r=0.71	19yrs	-2
Public Service Enterprise Group's stock price (PEG)	r=0.69	20yrs	-6
Popularity of the first name Niko	r=0.7	20yrs	-6
Fossil fuel use in Belarus	r=0.7	19yrs	-14
ANSYs' stock price (ANSS)	r=0.69	20yrs	-16
Popularity of the first name Zaire	r=0.7	20yrs	-16
Electricity generation in Netherlands	r=0.7	19yrs	-24
Fair Isaac's stock price (FICO)	r=0.69	20yrs	-26
Popularity of the first name Maeve	r=0.7	20yrs	-26
Electricity generation in The Bahamas	r=0.7	19yrs	-34
ResMed's stock price (RMD)	r=0.69	20yrs	-36

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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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