Top variables that correlate with Air quality in Dayton

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Data source: Environmental Protection Agency
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Air quality in Dayton correlates with...

Variable	Correlation	Years	Sys. Score
Solar power generated in Aruba	r=0.94	12yrs	370
Solar power generated in North Macedonia	r=0.93	11yrs	338
Renewable energy production in British Virgin Islands	r=0.91	12yrs	336
Solar power generated in Madagascar	r=0.9	12yrs	304
Bachelor's degrees awarded in journalism	r=0.92	10yrs	297
US production of cream products	r=0.92	7yrs	296
US dairy skim solids used to produce cream products	r=0.91	7yrs	293
The number of farm equipment mechanics in Ohio	r=0.87	13yrs	280
Patents granted to LG Electronics	r=0.86	12yrs	277
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.9	7yrs	270
Solar power generated in Angola	r=0.89	12yrs	263
Associates degrees awarded in Theology	r=0.88	11yrs	260
Bachelor's degrees awarded in Parks & Recreation	r=0.85	10yrs	242
Solar power generated in Burundi	r=0.88	12yrs	212
US Bottled Water Consumption per Person	r=0.78	24yrs	208
US average milk-fat content of cream products	r=0.89	7yrs	208
U.S. Bancorp's stock price (USB)	r=0.74	22yrs	204
Annual US household spending on alcoholic beverages	r=0.8	23yrs	204
Popularity of the first name Chanel	r=0.67	43yrs	203
Annual US household spending on housekeeping supplies	r=0.79	23yrs	202
US per-person consumption of bottled water	r=0.77	24yrs	200
Popularity of the first name Franklin	r=0.65	43yrs	200
The average number of likes on CGP Grey YouTube videos	r=0.81	13yrs	192
Internet Access Rate among US Citizens	r=0.77	23yrs	190
Delta Airlines' stock price (DAL)	r=0.79	16yrs	187
The divorce rate in Ohio	r=-0.78	23yrs	184
Biomass power generated in Qatar	r=0.86	10yrs	182
Capital One Financial's stock price (COF)	r=0.7	22yrs	178
Jet fuel used in Bulgaria	r=0.75	33yrs	175
Total length of Matt Parker's YouTube videos	r=0.77	13yrs	170
Patents granted to Intel	r=0.84	12yrs	169
Popularity of the first name Akeem	r=0.62	43yrs	166
The number of industrial engineers in Ohio	r=0.76	20yrs	165
Annual US household spending on housing	r=0.74	23yrs	165
Annual US household spending on small appliances	r=0.74	23yrs	165
Annual US household spending on entertainment	r=0.74	23yrs	165
Petroluem consumption in Lithuania	r=0.76	31yrs	164
The distance between Saturn and Mercury	r=0.58	44yrs	164
The distance between Saturn and the Sun	r=0.57	44yrs	162
The distance between Saturn and Earth	r=0.57	44yrs	162
Annual US household spending on other household products	r=0.72	23yrs	162
The number of optometrists in Ohio	r=0.72	20yrs	160
Average length of Tom Scott's YouTube videos	r=0.69	15yrs	160
University Lecturer salaries in the US	r=0.68	13yrs	158
Google searches for 'same day shipping'	r=0.7	20yrs	158
Assistant Processor salaries in the US	r=0.67	13yrs	157
Automotive recalls issued by Keystone RV Company	r=0.6	25yrs	156
Violent crime rates	r=0.49	38yrs	155
Chicago Bulls Win Percentage Progression	r=0.53	43yrs	154
Patents granted to Mitsubishi	r=0.82	12yrs	151
Number of times 2 was a winning Mega Millions number	r=0.61	19yrs	150
Wells Fargo & Company's stock price (WFC)	r=0.68	22yrs	145
Edison International's stock price (EIX)	r=0.68	22yrs	135
The distance between Saturn and the moon	r=0.57	44yrs	132
Popularity of the first name Brittanie	r=0.61	40yrs	131
Total length of Tom Scott's YouTube videos	r=0.69	15yrs	130
The number of financial examiners in Ohio	r=0.7	20yrs	126
M&T Bank's stock price (MTB)	r=0.68	22yrs	125
US milk fat used to produce sour cream	r=0.72	22yrs	121
Popularity of the first name Coty	r=0.58	43yrs	120
Total likes of Tom Scott's YouTube videos	r=0.66	15yrs	116
Toyota Motor's stock price (TM)	r=0.67	22yrs	114
US dairy skim solids used to produce sour cream	r=0.72	22yrs	110
The distance between Neptune and Saturn	r=-0.63	44yrs	110
Popularity of the first name Forrest	r=0.57	43yrs	108
The average number of likes on minutephysics YouTube videos	r=0.67	13yrs	106
Zimmer Biomet Holdings' stock price (ZBH)	r=0.66	22yrs	102
Popularity of the first name Brittni	r=0.64	33yrs	98
Total likes of Matt Parker's YouTube videos	r=0.67	13yrs	96
Petroluem consumption in Latvia	r=0.7	31yrs	96
US milk fat used to produce cheese (excluding cottage cheese)	r=0.65	22yrs	90
Popularity of the first name Valencia	r=0.56	43yrs	86
The average number of likes on The Game Theorists YouTube videos	r=0.65	15yrs	84
Petroluem consumption in Kazakhstan	r=0.69	30yrs	83
Royal Caribbean Cruises' stock price (RCL)	r=0.65	22yrs	76
Average length of Steve Mould's YouTube videos	r=0.64	15yrs	73
Petroluem consumption in Moldova	r=0.69	30yrs	73
Popularity of the first name Cade	r=-0.69	43yrs	72
Ryanair Holdings' stock price (RYAAY)	r=0.65	22yrs	66
Jet fuel used in Romania	r=0.67	33yrs	63
Popularity of the first name Lauryn	r=-0.69	43yrs	62
How 'hip and with it' Mark Rober YouTube video titles are	r=0.81	13yrs	62
Charter Communications' stock price (CHTR)	r=0.71	14yrs	55
Popularity of the first name Shamar	r=-0.7	43yrs	52
Gasoline pumped in Belarus	r=0.68	30yrs	52
Total comments on Matt Parker's YouTube videos	r=0.64	13yrs	51
Truist Financial's stock price (TFC)	r=0.64	22yrs	44
Jet fuel used in Afghanistan	r=0.59	42yrs	40
Discover Financial Services' stock price (DFS)	r=0.68	16yrs	34
Petroluem consumption in Armenia	r=0.67	30yrs	30
The Walt Disney Company's stock price (DIS)	r=0.6	22yrs	22
Gasoline pumped in Moldova	r=0.67	30yrs	20
Equity Residential's stock price (EQR)	r=0.63	22yrs	12
FedEx's stock price (FDX)	r=0.61	22yrs	1
Solar power generated in Suriname	r=0.84	12yrs	0
Brookfield's stock price (BN)	r=0.62	22yrs	-9
Jet fuel used in Barbados	r=-0.64	42yrs	-14
AvalonBay Communities' stock price (AVB)	r=0.62	22yrs	-19
Jet fuel used in Angola	r=-0.63	42yrs	-26
CVS stock price (CVS)	r=0.59	22yrs	-30
Kroger's stock price (KR)	r=0.6	22yrs	-40

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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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