Top variables that correlate with Air pollution in Lima, Ohio

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Data source: Environmental Protection Agency
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Air pollution in Lima, Ohio correlates with...

Variable	Correlation	Years	Sys. Score
Master's degrees awarded in Education	r=0.85	10yrs	242
Gasoline pumped in Finland	r=0.78	42yrs	238
Gasoline pumped in Spain	r=0.74	42yrs	232
Gasoline pumped in Switzerland	r=0.71	42yrs	228
Motor vehicle thefts in Ohio	r=0.67	38yrs	227
Robberies in Ohio	r=0.67	38yrs	227
Remaining Forest Cover in the Brazilian Amazon	r=0.69	36yrs	226
NASA's budget appropriation	r=0.63	43yrs	224
Emmy Awards Ceremony viewership	r=0.68	36yrs	219
Popularity of the first name Janae	r=0.78	42yrs	218
Popularity of the first name Cayla	r=0.78	42yrs	218
Popularity of the first name Yessenia	r=0.78	42yrs	218
Milk consumption	r=0.75	32yrs	214
Ice cream consumption	r=0.75	32yrs	213
Sherbet consumption	r=0.73	32yrs	210
Violent crime rates	r=0.59	38yrs	205
Customer satisfaction with Whirlpool	r=0.68	28yrs	202
Automotive recalls for issues with Vehicle Speed Control	r=0.58	42yrs	200
Electricity generation in U.S. Virgin Islands	r=0.68	41yrs	196
Automotive recalls issued by Hyundai Motor America	r=-0.66	37yrs	188
Popularity of the first name Kayla	r=0.77	42yrs	187
Fossil fuel use in U.S. Virgin Islands	r=0.68	41yrs	186
Asthma attacks in American children	r=0.68	23yrs	180
Popularity of the first name Darius	r=0.77	42yrs	177
Gasoline pumped in Italy	r=0.7	42yrs	176
Number of Lawyers in the United States	r=-0.73	34yrs	176
The divorce rate in Ohio	r=0.66	23yrs	174
Customer satisfaction with Verizon	r=0.62	28yrs	174
Annual Revenue of Walt Disney Company	r=-0.77	32yrs	173
Intel Corporation's annual revenue	r=-0.74	36yrs	171
Gender pay gap in the U.S.	r=-0.74	32yrs	170
US household spending on prescription drugs	r=0.77	23yrs	170
Number of households headed by single fathers in the United States	r=-0.73	32yrs	168
GMO use in cotton	r=0.74	23yrs	168
Popularity of the first name Kaila	r=0.77	42yrs	167
Inflation in the US	r=-0.75	31yrs	167
Petroluem consumption in Japan	r=0.7	42yrs	166
Total Sales at Clothing and Accessories Stores	r=-0.71	31yrs	166
The number of judicial law clerks in Ohio	r=0.81	13yrs	166
Google searches for 'inception'	r=0.78	15yrs	164
The number of postmasters in Ohio	r=0.75	20yrs	164
US household spending on vehicle insurance	r=0.73	23yrs	164
The number of computer programmers in Ohio	r=0.73	20yrs	162
Motor vehicle thefts	r=0.62	38yrs	160
Popularity of the first name Davon	r=0.77	42yrs	157
Number of edits to the Wikipedia article for Thanksgiving	r=0.66	16yrs	156
Gasoline pumped in Denmark	r=0.69	42yrs	155
Total likes of 'Be Smart' science YouTube videos	r=0.68	11yrs	155
Asthma prevalence in American children	r=0.64	17yrs	154
Arson in Ohio	r=0.61	38yrs	148
Popularity of the first name Kalyn	r=0.77	42yrs	147
Fossil fuel use in Denmark	r=0.67	41yrs	144
Cottage cheese consumption	r=0.68	32yrs	142
Arson in Ohio	r=0.61	38yrs	138
Popularity of the first name Allyssa	r=0.77	42yrs	137
Petroluem consumption in Germany	r=0.75	32yrs	134
Popularity of the first name Cinthia	r=0.77	42yrs	127
The number of CEOs in Ohio	r=0.69	20yrs	126
Gasoline pumped in Slovenia	r=0.76	31yrs	124
US production of cottage cheese	r=0.72	22yrs	121
Popularity of the first name Kelby	r=0.77	42yrs	117
US birth rates of triplets or more	r=0.71	20yrs	115
The number of switchboard operators in Ohio	r=0.69	20yrs	114
Kerosene used in Central African Republic	r=0.71	35yrs	111
Number of Registered Vehicles in the US	r=-0.72	32yrs	110
US dairy skim solids used to produce cottage cheese	r=0.72	22yrs	110
Popularity of the first name Jordan	r=0.76	42yrs	106
Robberies in the US	r=0.58	38yrs	104
The number of payroll and timekeeping clerks in Ohio	r=0.69	20yrs	104
US Shoe Store Sales	r=-0.72	30yrs	103
Gasoline pumped in Germany	r=0.72	32yrs	100
Popularity of the first name Alexandra	r=0.76	42yrs	96
NASA's budget as a percentage of the total US Federal Budget	r=0.54	43yrs	96
American cheese consumption	r=-0.73	32yrs	94
The number of typists in Ohio	r=0.69	20yrs	94
Burglaries in Ohio	r=0.57	38yrs	92
Gasoline pumped in Luxembourg	r=0.66	42yrs	90
Bankruptcy filings in the US	r=0.66	24yrs	90
Popularity of the first name Jasmine	r=0.76	42yrs	86
Butter consumption	r=-0.73	32yrs	84
Viewership count of American Idol Season Finale	r=0.68	21yrs	83
The number of postal service machine operators in Ohio	r=0.68	20yrs	83
Gasoline pumped in Portugal	r=0.66	42yrs	80
U.S. intercountry adoptions	r=0.69	23yrs	78
Arson in United States	r=0.54	38yrs	78
Popularity of the first name Devan	r=0.76	42yrs	76
Milk-fat consumption	r=-0.73	32yrs	74
Cigarette Smoking Rate for US adults	r=0.7	21yrs	72
Kerosene used in Japan	r=0.65	42yrs	69
Physical album shipment volume in the United States	r=0.68	24yrs	67
Popularity of the first name Kaela	r=0.76	42yrs	66
US production of fluid beverage milk	r=0.67	22yrs	64
Burglary rates in the US	r=0.52	38yrs	64
Kerosene used in Belgium	r=0.66	39yrs	58
Popularity of the first name Darrius	r=0.76	42yrs	56
Kerosene used in India	r=0.65	41yrs	48
Popularity of the first name Nestor	r=0.76	42yrs	46
Petroluem consumption in Italy	r=0.64	42yrs	38
Popularity of the first name Kalie	r=0.76	42yrs	36
Gasoline pumped in Sweden	r=0.64	42yrs	28
Popularity of the first name Jessenia	r=0.76	42yrs	26

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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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