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	Has img?
Points allowed by the Cleveland Browns	r=0.48	44yrs	No

Air quality in Dayton also correlates with...

Variable	Correlation	Years	Sys. Score
Electricity generation in Kazakhstan	r=0.89	30yrs	351
Electricity generation in Russia	r=0.88	30yrs	350
Biomass power generated in Slovakia	r=0.87	29yrs	347
U.S. direct investment abroad	r=0.87	22yrs	340
The number of massage therapists in Ohio	r=0.89	20yrs	340
US milk fat used to produce whey products (net)	r=0.87	22yrs	338
US production of cheese (other than cottage cheese)	r=0.86	22yrs	337
US milk fat used to produce cheese (excluding cottage cheese)	r=0.86	22yrs	337
Economic output of Washington metro area	r=0.86	21yrs	336
Patents granted to Apple	r=0.91	12yrs	334
US Bottled Water Consumption per Person	r=0.87	24yrs	326
GMO use in corn	r=0.85	24yrs	324
Restaurant spending in Ohio	r=0.88	24yrs	324
GMO use in cotton	r=0.87	23yrs	322
Food spending in Ohio	r=0.89	24yrs	322
US per-person consumption of bottled water	r=0.87	24yrs	320
Grocery store spend in Ohio	r=0.87	24yrs	319
Annual US household spending on telephone services	r=0.86	23yrs	318
Annual US household spending on laundry and cleaning supplies	r=0.86	23yrs	318
Annual US household spending on health insurance	r=0.86	23yrs	318
US household spending on health insurance	r=0.86	23yrs	318
Annual US household spending on rented dwellings	r=0.85	23yrs	316
Annual US household spending on healthcare	r=0.85	23yrs	316
Wind power generated in Latvia	r=0.88	26yrs	316
US milk fat used to produce yogurt	r=0.86	22yrs	307
Gasoline pumped in Kazakhstan	r=0.88	30yrs	306
US milk fat used to produce sour cream	r=0.85	22yrs	296
Gasoline pumped in Russia	r=0.86	30yrs	294
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.86	22yrs	286
Kerosene used in Falkland Islands	r=0.88	26yrs	282
US dairy skim solids used to produce sour cream	r=0.85	22yrs	274
Petroluem consumption in Palestinian Territories	r=0.87	25yrs	270
Total number of automotive recalls	r=0.77	43yrs	261
Petroluem consumption in Turks and Caicos Islands	r=0.86	27yrs	260
Automotive recalls issued by BMW of North America	r=0.73	43yrs	258
Automotive recalls for issues with the Electrical System	r=0.74	43yrs	255
Hispanic cheese consumption	r=0.89	26yrs	253
Automotive recalls issued by Hyundai Motor America	r=0.7	37yrs	248
Customer satisfaction with Dillard's	r=0.79	27yrs	248
Automotive recalls issued by Mercedes-Benz USA	r=0.65	43yrs	246
Automotive recalls issued by Porsche	r=0.65	43yrs	246
Customer satisfaction with Apple	r=0.77	28yrs	246
Gasoline pumped in Micronesia	r=0.86	22yrs	246
Total number of live births in Australia	r=0.8	43yrs	244
Patents granted in the US	r=0.76	41yrs	244
Automotive recalls for issues with Exterior Lighting	r=0.66	43yrs	243
Dominion Energy's stock price (D)	r=0.8	22yrs	243
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.75	43yrs	242
Automotive recalls for issues with the Power Train	r=0.65	43yrs	242
Automotive recalls issued by Volkswagen Group of America	r=0.62	43yrs	242
USA Population	r=0.78	43yrs	241
Italian-type cheese consumption	r=0.87	27yrs	241
Patents granted in the US	r=0.75	41yrs	239
US Annual Tax Revenue	r=0.77	42yrs	238
Budget for largest movie production	r=0.71	43yrs	234
Ticket prices at North American movie theaters	r=0.84	22yrs	232
Intel Corporation's annual revenue	r=0.75	36yrs	230
Number of internet users	r=0.81	24yrs	230
Mozzarella cheese consumption	r=0.86	27yrs	230
Total Revenue of the NFL Teams	r=0.85	20yrs	228
Annual Revenue of Walt Disney Company	r=0.75	32yrs	228
The number of forensic science technicians in Ohio	r=0.84	20yrs	227
Yearly Total Gross Income of US Farms	r=0.8	23yrs	226
Popularity of the first name Raphael	r=0.82	43yrs	226
The number of civil engineers in Ohio	r=0.83	20yrs	226
Popularity of the first name Callie	r=0.81	43yrs	224
Popularity of the first name Lucia	r=0.81	43yrs	224
Natural cheese consumption	r=0.87	27yrs	214
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	197
The number of veterinary technologists and technicians in Ohio	r=0.83	20yrs	196
Popularity of the first name Liana	r=0.81	43yrs	194
Average milk produced per cow in the US	r=0.78	43yrs	194
The number of industrial machinery mechanics in Ohio	r=0.82	20yrs	184
US average milk-fat content of cheese (other than cottage cheese)	r=0.85	22yrs	182
Popularity of the first name Henry	r=0.8	43yrs	182
Adidas Group's Global Net Sales	r=0.84	23yrs	177
Popularity of the first name Nolan	r=0.8	43yrs	172
Total budget of Marvel comic-based films released	r=0.71	35yrs	171
US Wind Power Generation Capacity	r=0.81	23yrs	166
Number of Lawyers in the United States	r=0.69	34yrs	161
Total employee count at Continental AG	r=0.79	24yrs	155
Number of firearms manufactured in the US	r=0.72	36yrs	150
Renewable energy production in Congo-Kinshasa	r=0.83	42yrs	149
Inflation in the US	r=0.75	31yrs	144
Hydopower energy generated in Congo-Kinshasa	r=0.83	42yrs	139
Christmas Price Index in the United States	r=0.75	31yrs	139
Total Sales at Clothing and Accessories Stores	r=0.72	31yrs	133
Electricity generation in Libya	r=0.81	42yrs	126
Wind power generated in Venezuela	r=0.91	10yrs	124
Fossil fuel use in Libya	r=0.81	42yrs	116
Total hydopower energy generated globally	r=0.8	42yrs	104
Total geothermal power generated globally	r=0.8	42yrs	94
US dairy skim solids used to produce yogurt, nonfrozen	r=0.85	22yrs	89
Electricity generation in Colombia	r=0.8	42yrs	84
US production of sour cream	r=0.83	22yrs	78
Fossil fuel use in Egypt	r=0.8	42yrs	74
Electricity generation in Jordan	r=0.8	42yrs	64
US production of butter	r=0.81	22yrs	64
US production of whey products (net)	r=0.81	22yrs	54
US production of yogurt, nonfrozen	r=0.81	22yrs	44
US milk fat used to produce butter	r=0.81	22yrs	34

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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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