Top variables that correlate with Air quality in Tulsa, Oklahoma

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

Variable	Correlation	Years	Has img?
Wind power generated in Puerto Rico	r=0.83	12yrs	Yes!

Air quality in Tulsa, Oklahoma also correlates with...

Variable	Correlation	Years	Sys. Score
Patents granted to Apple	r=0.85	12yrs	276
Customer satisfaction with Delta Airlines	r=0.73	28yrs	240
Renewable energy production in Vanuatu	r=0.87	12yrs	240
Gasoline pumped in Colombia	r=0.68	42yrs	224
Kerosene used in Bermuda	r=0.73	34yrs	223
Solar power generated in Cuba	r=0.78	23yrs	222
The average number of likes on SmarterEveryDay YouTube videos	r=0.83	17yrs	218
Total likes of SmarterEveryDay YouTube videos	r=0.81	17yrs	216
Intel's stock price (INTC)	r=0.75	22yrs	206
Medtronic's stock price (MDT)	r=0.75	22yrs	206
Biogen's stock price (BIIB)	r=0.75	22yrs	206
Popularity of the first name Forrest	r=0.62	43yrs	196
Average number of comments on SmarterEveryDay YouTube videos	r=0.8	17yrs	194
The number of postal service clerks in Oklahoma	r=0.81	20yrs	192
The number of crane operators in Oklahoma	r=0.8	20yrs	191
Google searches for 'spurious correlations'	r=0.78	20yrs	190
Google searches for 'funny cat videos'	r=0.78	20yrs	190
Liquefied petroleum gas used in Zambia	r=0.65	42yrs	189
The number of medical assistants in Oklahoma	r=0.77	20yrs	186
Divorce rates in the United Kingdom	r=0.64	33yrs	182
Number of times 14 was a winning Mega Millions number	r=0.68	22yrs	178
Customer satisfaction with United Airlines	r=0.63	28yrs	175
Customer satisfaction with American Airlines	r=0.62	28yrs	174
Annual US household spending on small appliances	r=0.77	23yrs	170
Annual US household spending on health insurance	r=0.76	23yrs	168
US household spending on health insurance	r=0.76	23yrs	168
Popularity of the 'drake' meme	r=0.74	18yrs	168
Popularity of the first name Malcolm	r=0.62	43yrs	166
Annual US household spending on healthcare	r=0.74	23yrs	165
US household spending on healthcare	r=0.74	23yrs	165
Popularity of the first name Kori	r=0.61	43yrs	164
Google searches for 'President phone number'	r=0.67	20yrs	161
US average dairy skim-solid content of yogurt, nonfrozen	r=0.73	22yrs	160
The distance between Saturn and Mercury	r=0.56	44yrs	160
Total length of Tom Scott's YouTube videos	r=0.77	15yrs	158
US Wind Power Generation Capacity	r=0.69	23yrs	158
US milk fat used to produce cheese (excluding cottage cheese)	r=0.7	22yrs	158
Number of edits to the Wikipedia article for Justin Trudeau	r=0.66	19yrs	158
The number of housekeepers in Oklahoma	r=0.76	20yrs	156
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=0.69	21yrs	156
US production of cheese (other than cottage cheese)	r=0.69	22yrs	156
U.S. direct investment abroad	r=0.67	22yrs	155
The Walt Disney Company's stock price (DIS)	r=0.71	22yrs	154
The number of movies Lupita Nyong'o appeared in	r=0.79	16yrs	153
The number of loan interviewers and clerks in Oklahoma	r=0.77	20yrs	146
Total comments on SmarterEveryDay YouTube videos	r=0.75	17yrs	146
Novartis AG's stock price (NVS)	r=0.73	22yrs	142
Wind power generated in Tunisia	r=0.77	22yrs	140
Popularity of the first name Meranda	r=0.67	34yrs	134
U.S. Bancorp's stock price (USB)	r=0.73	22yrs	132
Google searches for 'Rachel and Ross'	r=0.74	16yrs	130
Biomass power generated in Nigeria	r=0.76	22yrs	128
US production of whey products (net)	r=0.68	22yrs	125
Kimberly-Clark's stock price (KMB)	r=0.73	22yrs	122
Average length of The Game Theorists YouTube videos	r=0.76	15yrs	121
Wind power generated in Ukraine	r=0.74	24yrs	118
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.69	22yrs	115
The number of bartenders in Oklahoma	r=0.73	20yrs	112
Dominion Energy's stock price (D)	r=0.72	22yrs	111
Wind power generated in Morocco	r=0.75	22yrs	107
Average length of Tom Scott's YouTube videos	r=0.73	15yrs	106
US production of dry milk products (net)	r=0.67	22yrs	104
Zimmer Biomet Holdings' stock price (ZBH)	r=0.72	22yrs	101
The number of construction equipment operators in Oklahoma	r=0.73	20yrs	100
Biomass power generated in Latvia	r=0.75	21yrs	96
The average number of likes on The Game Theorists YouTube videos	r=0.72	15yrs	95
US dairy skim solids used to produce whey products	r=0.68	22yrs	94
Delta Airlines' stock price (DAL)	r=0.75	16yrs	91
The number of sonographers in Oklahoma	r=0.7	20yrs	88
Total likes of Tom Scott's YouTube videos	r=0.71	15yrs	84
Verizon Communications' stock price (VZ)	r=0.71	22yrs	80
The number of production, planning, and expediting clerks in Oklahoma	r=0.71	20yrs	78
The average number of likes on minutephysics YouTube videos	r=0.72	13yrs	73
Amgen's stock price (AMGN)	r=0.71	22yrs	70
Renewable energy production in The Bahamas	r=0.84	12yrs	70
The number of consultants in Oklahoma	r=0.7	20yrs	66
Total length of The Game Theorists YouTube videos	r=0.7	15yrs	62
Fidelity National Information Services' stock price (FIS)	r=0.71	22yrs	60
Solar power generated in The Bahamas	r=0.84	12yrs	60
The number of interior designers in Oklahoma	r=0.7	20yrs	56
PPG Industries' stock price (PPG)	r=0.71	22yrs	50
Solar power generated in Angola	r=0.83	12yrs	49
Total comments on Tom Scott's YouTube videos	r=0.67	15yrs	48
The number of real estate agents in Oklahoma	r=0.7	19yrs	46
Illumina's stock price (ILMN)	r=0.71	22yrs	40
Solar power generated in Libya	r=0.83	12yrs	39
Total comments on PBS Space Time YouTube videos	r=0.71	9yrs	38
The number of heating, air conditioning, and refrigeration mechanics and installers in Oklahoma	r=0.7	20yrs	36
Boeing's stock price (BA)	r=0.69	22yrs	28
How insightful Numberphile YouTube video titles are	r=0.83	13yrs	24
The number of transportation inspectors in Oklahoma	r=0.68	20yrs	23
Gilead Sciences' stock price (GILD)	r=0.7	22yrs	18
Solar power generated in Bulgaria	r=0.82	13yrs	18
CVS stock price (CVS)	r=0.68	22yrs	8
Solar power generated in Romania	r=0.82	13yrs	8
Royal Caribbean Cruises' stock price (RCL)	r=0.7	22yrs	-2
Solar power generated in Ecuador	r=0.78	17yrs	-4
Comcast's stock price (CMCSA)	r=0.69	22yrs	-14
Biomass power generated in Lithuania	r=0.74	21yrs	-16
Solar power generated in Luxembourg	r=0.74	21yrs	-26

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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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