Top variables that correlate with Air quality in Lawton, Oklahoma

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Data source: Environmental Protection Agency
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Air quality in Lawton, Oklahoma correlates with...

Variable	Correlation	Years	Sys. Score
Patents granted to Apple	r=0.89	12yrs	282
Solar power generated in North Macedonia	r=0.87	11yrs	279
Biomass power generated in Qatar	r=0.87	10yrs	278
How insightful Numberphile YouTube video titles are	r=0.87	13yrs	266
How fun Mark Rober YouTube video titles are	r=0.86	13yrs	264
How professional-sounding Deep Look YouTube video titles are	r=0.88	10yrs	264
Associates degrees awarded in Emergency medical tech	r=0.87	11yrs	259
Geothermal power generated in Guatemala	r=0.84	24yrs	232
Wind power generated in Venezuela	r=0.86	10yrs	232
How 'hip and with it' Mark Rober YouTube video titles are	r=0.85	13yrs	232
GMO use in corn	r=0.79	24yrs	210
How trendy LockPickingLawyer YouTube video titles are	r=0.89	9yrs	210
GMO use in corn	r=0.78	24yrs	208
GMO use in cotton	r=0.79	23yrs	206
Customer satisfaction with Southwest Airlines	r=0.7	28yrs	206
U.S. direct investment abroad	r=0.77	22yrs	190
The number of OSHA specialists in Oklahoma	r=0.79	19yrs	188
US milk fat used to produce yogurt	r=0.76	22yrs	187
US milk fat used to produce sour cream	r=0.75	22yrs	186
US dairy skim solids used to produce sour cream	r=0.76	22yrs	186
Customer satisfaction with AT&T	r=0.76	18yrs	184
Total employee count at Continental AG	r=0.71	24yrs	183
Automotive recalls issued by Keystone RV Company	r=0.68	25yrs	182
Gilead Sciences' stock price (GILD)	r=0.71	22yrs	180
US Bottled Water Consumption per Person	r=0.77	24yrs	176
CVS stock price (CVS)	r=0.67	22yrs	176
Colgate-Palmolive Company's stock price (CL)	r=0.68	22yrs	175
Customer satisfaction with Costco	r=0.67	22yrs	175
Customer satisfaction with Dillard's	r=0.62	27yrs	172
US per-person consumption of bottled water	r=0.77	24yrs	170
Annual US household spending on telephone services	r=0.77	23yrs	170
Annual US household spending on pets, toys, and hobbies	r=0.77	23yrs	170
Annual US household spending on education	r=0.79	21yrs	170
US household spending on health insurance	r=0.77	23yrs	170
Patents granted to LG Electronics	r=0.84	12yrs	169
US household spending on healthcare	r=0.76	23yrs	168
US household spending on pets, toys, and hobbies	r=0.76	23yrs	168
Physical album shipment volume in the United States	r=-0.82	24yrs	167
Annual US household spending on entertainment	r=0.75	23yrs	166
Annual US household spending on utilities	r=0.74	23yrs	165
Annual US household spending on health insurance	r=0.74	23yrs	165
Number of public school students in 7th grade	r=0.65	33yrs	164
Annual US household spending on electricity	r=0.73	23yrs	164
Number of public school students in 8th grade	r=0.64	33yrs	163
Number of public school students in 9th grade	r=0.63	33yrs	162
The number of real estate agents in Oklahoma	r=0.74	19yrs	162
Ticket prices at North American movie theaters	r=0.7	22yrs	161
The number of dental assistants in Oklahoma	r=0.73	20yrs	160
Hollister retail store count worldwide	r=0.7	23yrs	159
Internet Access Rate among US Citizens	r=0.7	23yrs	159
Total Revenue of the NFL Teams	r=0.71	20yrs	158
Customer satisfaction with Verizon	r=0.68	18yrs	158
Economic output of Washington metro area	r=0.7	21yrs	157
Number of times 14 was a winning Mega Millions number	r=0.64	22yrs	157
Adidas Group's Global Net Sales	r=0.7	23yrs	156
Yearly Total Gross Income of US Farms	r=0.67	23yrs	156
UK Service Retail Price Index	r=0.71	19yrs	155
US production of cheese (other than cottage cheese)	r=0.74	22yrs	154
Biomass power generated in Slovenia	r=0.77	23yrs	151
US production of yogurt, nonfrozen	r=0.74	22yrs	144
Dominion Energy's stock price (D)	r=0.67	22yrs	144
GMO use in cotton	r=0.77	23yrs	142
Wind power generated in Czechia	r=0.75	22yrs	137
US production of evaporated and condensed milk	r=0.74	22yrs	134
Biogen's stock price (BIIB)	r=0.67	22yrs	134
Total comments on PBS Space Time YouTube videos	r=0.85	9yrs	128
Biomass power generated in Malawi	r=0.75	22yrs	127
The number of septic tank servicers and sewer pipe cleaners in Oklahoma	r=0.69	20yrs	126
US milk fat used to produce cheese (excluding cottage cheese)	r=0.74	22yrs	124
Kellogg's stock price (K)	r=0.67	22yrs	124
Jet fuel used in Sao Tome and Principe	r=0.77	22yrs	117
The number of foundry mold and coremakers in Oklahoma	r=0.7	20yrs	116
US dairy skim solids used to produce yogurt, nonfrozen	r=0.75	22yrs	114
Annual US household spending on healthcare	r=0.73	23yrs	114
Unilever's stock price (UL)	r=0.65	22yrs	110
Total length of Numberphile YouTube videos	r=0.75	13yrs	108
Biomass power generated in India	r=0.74	23yrs	106
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.74	22yrs	102
Jet fuel used in Samoa	r=0.76	22yrs	96
Total likes of SciShow Space YouTube videos	r=0.73	10yrs	92
The Walt Disney Company's stock price (DIS)	r=0.62	22yrs	86
Liquefied petroleum gas used in Gambia	r=0.75	22yrs	84
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.79	22yrs	80
Total comments on SciShow Space YouTube videos	r=0.7	10yrs	77
Kimberly-Clark's stock price (KMB)	r=0.65	22yrs	76
Jet fuel used in Guinea	r=0.66	33yrs	72
The average number of likes on CGP Grey YouTube videos	r=0.67	13yrs	66
US production of sour cream	r=0.73	22yrs	62
Gasoline pumped in Kazakhstan	r=0.67	30yrs	60
US average milk-fat content of yogurt, nonfrozen	r=0.75	22yrs	52
Petroluem consumption in Kazakhstan	r=0.66	30yrs	48
US dairy skim solids used to produce evaporated and condensed milk	r=0.73	22yrs	41
US milk fat used to produce whey products (net)	r=0.7	22yrs	28
Liquefied petroleum gas used in North Korea	r=-0.74	33yrs	26
US production of butter	r=0.69	22yrs	16
Hydopower energy generated in Greenland	r=0.71	23yrs	12
US milk fat used to produce butter	r=0.69	22yrs	6
Biomass power generated in Mozambique	r=0.72	22yrs	2
Wind power generated in Tunisia	r=0.72	22yrs	-8
Electricity generation in Kazakhstan	r=0.64	30yrs	-22
Biomass power generated in Lithuania	r=0.7	21yrs	-32

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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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