Top variables that correlate with Air quality in Springfield, Ohio

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

Variable	Correlation	Years	Has img?
Yogurt consumption	r=0.81	32yrs	Yes!

Air quality in Springfield, Ohio also correlates with...

Variable	Correlation	Years	Sys. Score
Electricity generation in Russia	r=0.87	30yrs	348
Petroluem consumption in Turks and Caicos Islands	r=0.88	27yrs	344
Liquefied petroleum gas used in Moldova	r=0.87	27yrs	342
The number of massage therapists in Ohio	r=0.87	20yrs	336
The number of forensic science technicians in Ohio	r=0.86	20yrs	335
Number of active magazines in the United States	r=0.9	15yrs	334
Liquefied petroleum gas used in Maldives	r=0.88	18yrs	304
Patents granted to Apple	r=0.87	12yrs	278
Wind power generated in Venezuela	r=0.93	10yrs	277
Total number of automotive recalls	r=0.7	43yrs	250
Customer satisfaction with Apple	r=0.8	28yrs	250
Automotive recalls issued by BMW of North America	r=0.66	43yrs	248
Customer satisfaction with Dillard's	r=0.77	27yrs	245
Average milk produced per cow in the US	r=0.65	43yrs	244
Automotive recalls for issues with the Electrical System	r=0.66	43yrs	243
Automotive recalls issued by Hyundai Motor America	r=0.67	37yrs	243
Number of Lawyers in the United States	r=0.79	34yrs	241
Automotive recalls for issues with the Power Train	r=0.63	43yrs	238
Intel Corporation's annual revenue	r=0.8	36yrs	237
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.71	43yrs	236
Number of households headed by single fathers in the United States	r=0.78	32yrs	232
Number of Registered Vehicles in the US	r=0.79	32yrs	232
Gender pay gap in the U.S.	r=0.76	32yrs	230
Total Sales at Clothing and Accessories Stores	r=0.76	31yrs	229
Inflation in the US	r=0.78	31yrs	229
Annual Revenue of Walt Disney Company	r=0.75	32yrs	228
Patents granted in the US	r=0.66	41yrs	228
The number of pharmacy technicians in Ohio	r=0.85	20yrs	228
USA Population	r=0.68	43yrs	226
Patents granted in the US	r=0.66	41yrs	226
US milk fat used to produce whey products (net)	r=0.81	22yrs	224
Italian-type cheese consumption	r=0.85	27yrs	223
Budget for largest movie production	r=0.62	43yrs	220
Average length of Steve Mould's YouTube videos	r=0.85	15yrs	220
The distance between Neptune and Uranus	r=0.75	44yrs	219
Number of public school students in 12th grade	r=0.81	33yrs	218
Popularity of the first name Lena	r=0.77	43yrs	218
Popularity of the first name Layla	r=0.77	43yrs	218
Popularity of the first name Lana	r=0.77	43yrs	218
Customer satisfaction with Verizon	r=0.84	18yrs	216
GMO use in corn grown in Ohio	r=0.85	20yrs	214
Number of public school students in 11th grade	r=0.78	33yrs	214
Customer satisfaction with Motorola	r=0.82	18yrs	214
Google searches for 'i have the flu'	r=0.79	20yrs	211
GMO use in corn	r=0.78	24yrs	208
Number of highschoolers in the US	r=0.74	33yrs	208
GMO use in corn grown in Ohio	r=0.77	24yrs	206
Kellogg's stock price (K)	r=0.75	22yrs	206
The number of movies Willem Dafoe appeared in	r=0.62	44yrs	206
Automotive recalls for issues with Exterior Lighting	r=0.6	43yrs	204
Automotive recalls issued by Honda	r=0.57	43yrs	204
Automotive recalls for issues with the Tires	r=0.59	43yrs	202
The number of transportation, storage, and distribution managers in Ohio	r=0.84	20yrs	197
Kerosene used in Mali	r=0.82	42yrs	194
The number of pharmacists in Ohio	r=0.83	20yrs	187
Popularity of the first name Naomi	r=0.76	43yrs	186
Mozzarella cheese consumption	r=0.84	27yrs	182
Jet fuel used in Bangladesh	r=0.79	42yrs	180
Gasoline Prices in the US	r=0.74	33yrs	178
Popularity of the first name Lucy	r=0.76	43yrs	176
Number of public school students in 10th grade	r=0.72	33yrs	175
The number of social and community service managers in Ohio	r=0.82	20yrs	174
Petroluem consumption in Cabo Verde	r=0.79	42yrs	170
Number of internet users	r=0.78	24yrs	170
Hispanic cheese consumption	r=0.83	26yrs	169
Popularity of the first name Genevieve	r=0.76	43yrs	166
Total number of live births in Australia	r=0.67	43yrs	164
Gasoline pumped in Vanuatu	r=0.79	42yrs	160
Total budget of Marvel comic-based films released	r=0.7	35yrs	159
Popularity of the first name Lucia	r=0.76	43yrs	156
Milk-fat consumption	r=0.76	32yrs	154
US Annual Tax Revenue	r=0.65	42yrs	150
Jet fuel used in Tanzania	r=0.78	42yrs	148
Popularity of the first name Gwendolyn	r=0.76	43yrs	146
Annual count of part-time employees in the United States	r=0.7	33yrs	144
Natural cheese consumption	r=0.82	27yrs	141
Liquefied petroleum gas used in Bosnia and Herzegovina	r=0.85	30yrs	137
Popularity of the first name Harmony	r=0.76	43yrs	136
American cheese consumption	r=0.73	32yrs	130
Gasoline pumped in Suriname	r=0.77	42yrs	127
Popularity of the first name Chana	r=0.76	43yrs	126
Butter consumption	r=0.72	32yrs	118
Jet fuel used in Togo	r=0.77	42yrs	117
Popularity of the first name Jude	r=0.76	43yrs	116
Petroluem consumption in Turkmenistan	r=0.85	30yrs	107
Popularity of the first name Lucas	r=0.75	43yrs	105
Electricity generation in Antigua and Barbuda	r=0.74	42yrs	96
Popularity of the first name Evelyn	r=0.75	43yrs	95
Electricity generation in Bahrain	r=0.74	42yrs	86
Popularity of the first name Melody	r=0.75	43yrs	85
Fossil fuel use in Bahrain	r=0.74	42yrs	76
Popularity of the first name Presley	r=0.75	43yrs	75
Nuclear power generation in Czechia	r=0.83	29yrs	66
Popularity of the first name Lia	r=0.75	43yrs	65
Fossil fuel use in Equatorial Guinea	r=0.74	42yrs	56
Popularity of the first name Leila	r=0.75	43yrs	55
Electricity generation in Gambia	r=0.74	42yrs	46
Popularity of the first name Serenity	r=0.75	43yrs	45
Popularity of the first name Stella	r=0.75	43yrs	35
Popularity of the first name Piper	r=0.75	43yrs	25

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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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