Top variables that correlate with Air quality in Ashtabula, Ohio

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Data source: Environmental Protection Agency
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Air quality in Ashtabula, Ohio correlates with...

Variable	Correlation	Years	Sys. Score
US milk fat used to produce whey products (net)	r=0.88	22yrs	340
Biomass power generated in Slovenia	r=0.86	23yrs	340
US milk fat used to produce yogurt	r=0.87	22yrs	338
US milk fat used to produce sour cream	r=0.86	22yrs	337
Jet fuel used in Sao Tome and Principe	r=0.85	22yrs	334
GMO use in corn	r=0.86	24yrs	325
GMO use in corn grown in Ohio	r=0.86	24yrs	325
GMO use in corn	r=0.86	24yrs	325
How professional-sounding SmarterEveryDay YouTube video titles are	r=0.89	17yrs	322
Grocery store spend in Ohio	r=0.86	24yrs	318
Food spending in Ohio	r=0.85	24yrs	316
US dairy skim solids used to produce sour cream	r=0.86	22yrs	306
How fun LockPickingLawyer YouTube video titles are	r=0.94	9yrs	302
Number of active magazines in the United States	r=0.87	15yrs	300
GMO use in corn grown in Ohio	r=0.85	20yrs	290
How cool SmarterEveryDay YouTube video titles are	r=0.86	17yrs	288
Customer satisfaction with Apple	r=0.81	28yrs	252
Customer satisfaction with Southwest Airlines	r=0.77	28yrs	246
Rogers Communications' stock price (RCI)	r=0.81	22yrs	244
Customer satisfaction with Dillard's	r=0.76	27yrs	244
Electricity generation in Kazakhstan	r=0.83	30yrs	237
U.S. direct investment abroad	r=0.84	22yrs	230
Economic output of Washington metro area	r=0.84	21yrs	228
Hollister retail store count worldwide	r=0.82	23yrs	227
The number of forensic science technicians in Ohio	r=0.84	20yrs	227
The number of massage therapists in Ohio	r=0.84	20yrs	227
Ticket prices at North American movie theaters	r=0.8	22yrs	226
Intel Corporation's annual revenue	r=0.73	36yrs	226
Number of Lawyers in the United States	r=0.69	34yrs	226
Yearly Total Gross Income of US Farms	r=0.79	23yrs	224
Total employee count at Continental AG	r=0.78	24yrs	224
Super Bowl TV viewership	r=0.7	33yrs	224
The number of transportation, storage, and distribution managers in Ohio	r=0.82	20yrs	224
Annual Revenue of Walt Disney Company	r=0.71	32yrs	222
Number of firearms manufactured in the US	r=0.7	36yrs	222
Google searches for 'i have the flu'	r=0.81	20yrs	214
The distance between Neptune and Uranus	r=0.72	44yrs	214
Customer satisfaction with Costco	r=0.79	22yrs	213
Fomento Econ's stock price (FMX)	r=0.79	22yrs	212
Enbridge's stock price (ENB)	r=0.79	22yrs	212
Popularity of the first name Rex	r=0.73	43yrs	212
Restaurant spending in Ohio	r=0.83	24yrs	211
Annual US household spending on telephone services	r=0.83	23yrs	208
Annual US household spending on utilities	r=0.82	23yrs	207
Annual US household spending on electricity	r=0.82	23yrs	207
Automotive recalls issued by Hyundai Motor America	r=0.62	37yrs	206
Popularity of the first name Melody	r=0.69	43yrs	206
Popularity of the first name Jane	r=0.69	43yrs	206
Annual US household spending on education	r=0.82	21yrs	205
Renewable energy production in Zambia	r=0.73	42yrs	204
US household spending on health insurance	r=0.8	23yrs	204
Hydopower energy generated in Zambia	r=0.73	42yrs	194
US production of yogurt, nonfrozen	r=0.84	22yrs	189
Wind power generated in Latvia	r=0.83	26yrs	183
US dairy skim solids used to produce yogurt, nonfrozen	r=0.85	22yrs	179
TC Energy's stock price (TRP)	r=0.77	22yrs	177
Popularity of the first name Beatrice	r=0.69	43yrs	176
GMO use in cotton	r=0.84	23yrs	173
Electricity generation in Zambia	r=0.72	42yrs	172
Inflation in the US	r=0.72	31yrs	170
Kellogg's stock price (K)	r=0.76	22yrs	167
US production of butter	r=0.82	22yrs	166
Popularity of the first name Lena	r=0.68	43yrs	164
Wind power generated in New Zealand	r=0.79	30yrs	161
GMO use in cotton	r=0.8	23yrs	157
US milk fat used to produce butter	r=0.82	22yrs	156
EOG Resources' stock price (EOG)	r=0.75	22yrs	156
Popularity of the first name Royce	r=0.68	43yrs	154
Wind power generated in Czechia	r=0.84	22yrs	150
Dominion Energy's stock price (D)	r=0.75	22yrs	146
US per-person consumption of bottled water	r=0.8	24yrs	145
US production of cheese (other than cottage cheese)	r=0.81	22yrs	144
Popularity of the first name Charlie	r=0.67	43yrs	143
Wind power generated in Japan	r=0.78	30yrs	140
US milk fat used to produce cheese (excluding cottage cheese)	r=0.81	22yrs	134
Novartis AG's stock price (NVS)	r=0.74	22yrs	134
Popularity of the first name Alice	r=0.67	43yrs	133
Electricity generation in Russia	r=0.78	30yrs	130
US dairy skim solids used to produce butter	r=0.82	22yrs	124
Unilever's stock price (UL)	r=0.74	22yrs	124
Jet fuel used in Bangladesh	r=0.72	42yrs	120
RTX Corp's stock price (RTX)	r=0.74	22yrs	114
US production of whey products (net)	r=0.8	22yrs	113
Kerosene used in Mali	r=0.72	42yrs	110
Edison International's stock price (EIX)	r=0.74	22yrs	104
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.81	22yrs	103
US Bottled Water Consumption per Person	r=0.81	24yrs	102
Biomass power generated in India	r=0.82	23yrs	98
US dairy skim solids used to produce whey products	r=0.8	22yrs	92
Wind power generated in Taiwan	r=0.82	22yrs	88
Gasoline pumped in Kazakhstan	r=0.79	30yrs	78
Butter consumption	r=0.78	32yrs	78
Liquefied petroleum gas used in Mali	r=0.76	34yrs	68
Hispanic cheese consumption	r=0.79	26yrs	63
Jet fuel used in Samoa	r=0.84	22yrs	58
Italian-type cheese consumption	r=0.78	27yrs	52
Hydopower energy generated in Greenland	r=0.81	23yrs	47
Muenster cheese consumption	r=0.77	27yrs	41
Biomass power generated in Uruguay	r=0.75	32yrs	37
Mozzarella cheese consumption	r=0.76	27yrs	30
Yogurt consumption	r=0.72	32yrs	18

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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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