Top variables that correlate with Air quality in Cleveland

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

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.97	10yrs	403
Gasoline pumped in Sao Tome and Principe	r=0.85	42yrs	354
Electricity generation in Kazakhstan	r=0.86	30yrs	346
Popularity of the first name Emerson	r=0.85	43yrs	335
GMO use in corn	r=0.86	24yrs	325
Automotive recalls for issues with the Electrical System	r=0.78	43yrs	261
Average milk produced per cow in the US	r=0.75	43yrs	260
Total number of automotive recalls	r=0.76	43yrs	260
Automotive recalls issued by BMW of North America	r=0.7	43yrs	254
Automotive recalls for issues with the Power Train	r=0.71	43yrs	250
Automotive recalls issued by Volkswagen Group of America	r=0.68	43yrs	250
Automotive recalls issued by Mercedes-Benz USA	r=0.68	43yrs	250
Automotive recalls issued by Hyundai Motor America	r=0.7	37yrs	248
Customer satisfaction with Southwest Airlines	r=0.78	28yrs	248
Total number of live births in Australia	r=0.81	43yrs	246
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.76	43yrs	244
Patents granted in the US	r=0.76	41yrs	244
Automotive recalls issued by Nissan North America	r=0.64	43yrs	244
Customer satisfaction with Dillard's	r=0.76	27yrs	244
Automotive recalls issued by Chrysler	r=0.62	43yrs	242
Patents granted in the US	r=0.76	41yrs	240
USA Population	r=0.76	43yrs	238
US Annual Tax Revenue	r=0.76	42yrs	237
Automotive recalls for issues with Exterior Lighting	r=0.62	43yrs	237
Budget for largest movie production	r=0.73	43yrs	236
Annual Revenue of Walt Disney Company	r=0.78	32yrs	233
Total budget of Marvel comic-based films released	r=0.74	35yrs	230
U.S. direct investment abroad	r=0.84	22yrs	230
Inflation in the US	r=0.79	31yrs	230
US milk fat used to produce yogurt	r=0.85	22yrs	230
Popularity of the first name Henry	r=0.85	43yrs	230
Popularity of the first name Milan	r=0.85	43yrs	230
Total Sales at Clothing and Accessories Stores	r=0.76	31yrs	229
US milk fat used to produce whey products (net)	r=0.84	22yrs	229
Number of firearms manufactured in the US	r=0.74	36yrs	228
Number of Lawyers in the United States	r=0.7	34yrs	228
The distance between Neptune and Uranus	r=0.77	44yrs	222
Renewable energy production in Bhutan	r=0.84	42yrs	220
UEFA European Cup and Champions League Top Scorer's Goal Count	r=0.64	43yrs	220
Average temperature in Sydney	r=0.63	43yrs	220
GMO use in corn	r=0.84	24yrs	217
GMO use in corn grown in Ohio	r=0.83	24yrs	216
Hydopower energy generated in Bhutan	r=0.84	42yrs	210
Electricity generation in Equatorial Guinea	r=0.84	42yrs	200
Popularity of the first name Violet	r=0.85	43yrs	200
US milk fat used to produce sour cream	r=0.84	22yrs	199
Fossil fuel use in Equatorial Guinea	r=0.84	42yrs	190
US dairy skim solids used to produce yogurt, nonfrozen	r=0.84	22yrs	188
Popularity of the first name Evelyn	r=0.84	43yrs	188
Biomass power generated in Italy	r=0.83	42yrs	179
US dairy skim solids used to produce sour cream	r=0.84	22yrs	178
Popularity of the first name Amelia	r=0.84	43yrs	178
Intel Corporation's annual revenue	r=0.73	36yrs	176
US Shoe Store Sales	r=0.77	30yrs	171
Biomass power generated in Nicaragua	r=0.83	42yrs	169
Popularity of the first name Charlotte	r=0.84	43yrs	168
Gender pay gap in the U.S.	r=0.73	32yrs	166
US production of cheese (other than cottage cheese)	r=0.82	22yrs	166
Biomass power generated in Poland	r=0.83	42yrs	159
Economic output of Washington metro area	r=0.81	21yrs	159
Popularity of the first name Lucy	r=0.84	43yrs	158
US production of yogurt, nonfrozen	r=0.82	22yrs	156
Christmas Price Index in the United States	r=0.75	31yrs	154
Electricity generation in Qatar	r=0.83	42yrs	149
Global plane crashes	r=0.67	43yrs	149
Popularity of the first name Charlie	r=0.84	43yrs	148
US milk fat used to produce cheese (excluding cottage cheese)	r=0.82	22yrs	146
Adidas Group's Global Net Sales	r=0.8	23yrs	141
Liquefied petroleum gas used in Guinea-Bissau	r=0.85	42yrs	139
Popularity of the first name Graham	r=0.84	43yrs	138
Hollister retail store count worldwide	r=0.78	23yrs	136
US production of sour cream	r=0.81	22yrs	134
Number of households headed by single fathers in the United States	r=0.71	32yrs	131
Electricity generation in Bangladesh	r=0.82	42yrs	128
Popularity of the first name Elliot	r=0.84	43yrs	128
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.82	22yrs	124
Fossil fuel use in Bangladesh	r=0.82	42yrs	118
Popularity of the first name Genevieve	r=0.84	43yrs	118
US production of butter	r=0.8	22yrs	113
Biomass power generated in Brazil	r=0.82	42yrs	108
Popularity of the first name Sawyer	r=0.84	43yrs	108
US milk fat used to produce butter	r=0.8	22yrs	103
Fossil fuel use in Burkina Faso	r=0.82	42yrs	98
Popularity of the first name Lena	r=0.84	43yrs	98
US dairy skim solids used to produce butter	r=0.8	22yrs	92
Renewable energy production in Congo-Kinshasa	r=0.82	42yrs	88
Popularity of the first name Santiago	r=0.84	43yrs	88
Hydopower energy generated in Congo-Kinshasa	r=0.82	42yrs	78
Popularity of the first name Lucia	r=0.84	43yrs	78
Butter consumption	r=0.78	32yrs	78
Geothermal power generated in Iceland	r=0.82	42yrs	68
Popularity of the first name Hudson	r=0.84	43yrs	68
Hispanic cheese consumption	r=0.82	26yrs	68
Electricity generation in Jordan	r=0.82	42yrs	58
Popularity of the first name Scarlett	r=0.84	43yrs	58
Italian-type cheese consumption	r=0.8	27yrs	56
Popularity of the first name Eliana	r=0.84	43yrs	48
Muenster cheese consumption	r=0.8	27yrs	46
Popularity of the first name Beatrice	r=0.84	43yrs	38
Yogurt consumption	r=0.75	32yrs	33
US Bottled Water Consumption per Person	r=0.84	24yrs	27

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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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