Top variables that correlate with Air quality in Toledo

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

Variable	Correlation	Years	Sys. Score
Solar power generated in Madagascar	r=0.94	12yrs	370
Patents granted to LG Electronics	r=0.94	12yrs	369
Solar power generated in Burundi	r=0.93	12yrs	339
Solar power generated in Aruba	r=0.92	12yrs	338
US dairy skim solids used to produce sour cream	r=0.85	22yrs	334
Patents granted to Mitsubishi	r=0.91	12yrs	334
US Bottled Water Consumption per Person	r=0.87	24yrs	326
US per-person consumption of bottled water	r=0.86	24yrs	319
Annual US household spending on alcoholic beverages	r=0.86	23yrs	318
Annual US household spending on housekeeping supplies	r=0.86	23yrs	318
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	317
Associates degrees awarded in Communication	r=0.92	11yrs	316
Solar power generated in Guinea	r=0.91	13yrs	307
Percentage of Americans with social media profiles	r=0.86	14yrs	300
Bachelor's degrees awarded in Agriculture	r=0.91	10yrs	296
Bachelor's degrees awarded in Parks & Recreation	r=0.91	10yrs	296
Solar power generated in North Macedonia	r=0.91	11yrs	295
Total views on Tom Scott's YouTube videos	r=0.87	15yrs	288
Average views of Tom Scott's YouTube videos	r=0.86	15yrs	286
Solar power generated in Kenya	r=0.9	12yrs	284
Patents granted to Intel	r=0.88	12yrs	280
Patents granted to Apple	r=0.88	12yrs	280
Patents granted to Boeing	r=0.88	12yrs	280
Patents granted to Dell	r=0.88	11yrs	279
The number of nurse anesthetists in Ohio	r=0.87	11yrs	278
The number of nurse practitioners in Ohio	r=0.87	11yrs	278
Patents granted to Toyota	r=0.85	12yrs	276
Associates degrees awarded in Engineering	r=0.91	11yrs	265
Total length of SciShow Space YouTube videos	r=0.86	10yrs	256
Geothermal power generated in France	r=0.9	11yrs	254
Associates degrees awarded in Physical sciences	r=0.9	11yrs	254
U.S. Bancorp's stock price (USB)	r=0.82	22yrs	246
Associates degrees awarded in Physical sciences	r=0.9	11yrs	244
Jet fuel used in South Sudan	r=0.91	10yrs	241
US milk fat used to produce sour cream	r=0.85	22yrs	230
U.S. direct investment abroad	r=0.82	22yrs	228
Ticket prices at North American movie theaters	r=0.8	22yrs	226
Economic output of Washington metro area	r=0.83	21yrs	226
Solar power generated in Ecuador	r=0.86	17yrs	224
Adidas Group's Global Net Sales	r=0.8	23yrs	221
The distance between Saturn and the Sun	r=0.74	44yrs	218
The distance between Saturn and Earth	r=0.74	44yrs	218
The distance between Saturn and Mercury	r=0.74	44yrs	218
The average number of likes on SmarterEveryDay YouTube videos	r=0.81	17yrs	216
Solar power generated in Tanzania	r=0.89	12yrs	213
Delta Airlines' stock price (DAL)	r=0.83	16yrs	213
Novartis AG's stock price (NVS)	r=0.79	22yrs	212
Annual US household spending on telephone services	r=0.85	23yrs	212
GMO use in corn	r=0.79	24yrs	210
GMO use in cotton	r=0.82	23yrs	210
Automotive recalls issued by Keystone RV Company	r=0.73	25yrs	210
Annual US household spending on housing	r=0.84	23yrs	210
GMO use in corn	r=0.78	24yrs	208
Annual US household spending on property taxes	r=0.83	23yrs	208
Annual US household spending on laundry and cleaning supplies	r=0.83	23yrs	208
Annual US household spending on healthcare	r=0.83	23yrs	208
Annual US household spending on rented dwellings	r=0.82	23yrs	207
Annual US household spending on utilities	r=0.82	23yrs	207
Annual US household spending on other household products	r=0.82	23yrs	207
Popularity of the first name Franklin	r=0.69	43yrs	206
Biomass power generated in Pakistan	r=0.88	13yrs	202
US production of cheese (other than cottage cheese)	r=0.83	22yrs	198
Solar power generated in Malta	r=0.87	13yrs	191
US milk fat used to produce cheese (excluding cottage cheese)	r=0.83	22yrs	188
The distance between Saturn and the moon	r=0.74	44yrs	188
Realty Income's stock price (O)	r=0.79	22yrs	182
Solar power generated in Ethiopia	r=0.86	14yrs	180
GMO use in cotton	r=0.79	23yrs	176
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.82	22yrs	174
Edison International's stock price (EIX)	r=0.79	22yrs	172
Wind power generated in Uruguay	r=0.86	14yrs	170
The distance between Saturn and Venus	r=0.69	44yrs	170
US production of sour cream	r=0.8	22yrs	163
AvalonBay Communities' stock price (AVB)	r=0.79	22yrs	162
Annual US household spending on health insurance	r=0.82	23yrs	157
US milk fat used to produce whey products (net)	r=0.8	22yrs	153
Equity Residential's stock price (EQR)	r=0.79	22yrs	152
Annual US household spending on food	r=0.81	23yrs	151
Annual US household spending on dairy products	r=0.81	23yrs	146
US milk fat used to produce yogurt	r=0.79	22yrs	142
The Walt Disney Company's stock price (DIS)	r=0.75	22yrs	140
Annual US household spending on education	r=0.82	21yrs	140
Zimmer Biomet Holdings' stock price (ZBH)	r=0.78	22yrs	130
SAP SE's stock price (SAP)	r=0.77	22yrs	118
US average milk-fat content of cheese (other than cottage cheese)	r=0.84	22yrs	116
Dominion Energy's stock price (D)	r=0.77	22yrs	108
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.77	22yrs	98
Cognizant Technology Solutions' stock price (CTSH)	r=0.76	22yrs	87
Hydopower energy generated in Greenland	r=0.79	23yrs	84
M&T Bank's stock price (MTB)	r=0.76	22yrs	77
Petroluem consumption in Kazakhstan	r=0.76	30yrs	74
Wells Fargo & Company's stock price (WFC)	r=0.75	22yrs	66
Gasoline pumped in Kiribati	r=0.82	22yrs	64
3M Company's stock price (MMM)	r=0.75	22yrs	56
Jet fuel used in Samoa	r=0.82	22yrs	54
Kimberly-Clark's stock price (KMB)	r=0.75	22yrs	46
Gasoline pumped in Micronesia	r=0.81	22yrs	43
Royal Caribbean Cruises' stock price (RCL)	r=0.75	22yrs	36
Jet fuel used in Sao Tome and Principe	r=0.8	22yrs	32
Ryanair Holdings' stock price (RYAAY)	r=0.75	22yrs	26
Kellogg's stock price (K)	r=0.75	22yrs	16

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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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