Top variables that correlate with Air pollution in Springfield, Ohio

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

Variable	Correlation	Years	Sys. Score
The number of genetic counselors in Ohio	r=0.89	11yrs	280
The divorce rate in Ohio	r=0.79	23yrs	244
Ticket sales for Cleveland Guardians games	r=0.64	40yrs	238
Liquefied petroleum gas used in Australia	r=0.74	43yrs	234
Jet fuel used in Gabon	r=0.75	42yrs	234
Gasoline pumped in Portugal	r=0.74	43yrs	234
Popularity of the first name Janae	r=0.79	43yrs	221
Popularity of the first name Cailin	r=0.78	43yrs	220
Popularity of the first name Allyson	r=0.77	43yrs	218
US household spending on clothin for women	r=0.83	23yrs	208
US household spending on clothing	r=0.8	23yrs	204
US household spending on clothing for men	r=0.8	23yrs	204
Petroluem consumption in Portugal	r=0.72	43yrs	200
Popularity of the first name Kaleigh	r=0.77	43yrs	188
Kerosene used in India	r=0.7	42yrs	186
Physical album shipment volume in the United States	r=0.72	24yrs	183
Asthma attacks in American children	r=0.69	23yrs	182
Popularity of the first name Elyssa	r=0.77	43yrs	178
Automotive recalls for issues with Vehicle Speed Control	r=0.56	43yrs	178
Customer satisfaction with Whirlpool	r=0.65	28yrs	178
Gasoline pumped in Croatia	r=0.77	30yrs	175
Orange's stock price (ORAN)	r=0.67	22yrs	174
Runs scored by the Cincinnati Reds	r=0.52	44yrs	174
Brick cheese consumption	r=0.71	27yrs	172
The marriage rate in Ohio	r=0.65	23yrs	172
US household spending on prescription drugs	r=0.78	23yrs	171
GMO use in cotton	r=0.75	23yrs	170
Popularity of the first name Alexi	r=0.77	43yrs	168
Bankruptcy filings in the US	r=0.7	24yrs	166
GMO use in cotton	r=0.73	23yrs	166
US household spending on fresh milk and cream	r=0.75	23yrs	166
US household spending on vehicle insurance	r=0.75	23yrs	166
US household spending on tobacco products and smoking supplies	r=0.75	23yrs	166
The number of postmasters in Ohio	r=0.76	20yrs	165
Kerosene used in Bangladesh	r=0.68	42yrs	164
US birth rates of triplets or more	r=0.7	20yrs	164
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.76	22yrs	164
US average milk-fat content of cottage cheese	r=0.76	22yrs	164
Google searches for 'oprah winfrey'	r=0.74	20yrs	164
Cigarette Smoking Rate for US adults	r=0.74	21yrs	163
US Wind Power Generation Capacity	r=-0.79	23yrs	163
U.S. intercountry adoptions	r=0.72	23yrs	162
Visitors to SeaWorld California	r=0.71	15yrs	162
Google searches for 'daylight savings time'	r=0.73	20yrs	162
The number of geoscientists in Ohio	r=0.74	20yrs	162
Woodside Energy Group's stock price (WDS)	r=0.73	15yrs	160
Google searches for 'Matt Parker'	r=0.73	17yrs	159
Emmy Awards Ceremony viewership	r=0.6	36yrs	157
Popularity of the first name Katelynn	r=0.76	43yrs	156
Number of Slot Machines in Nevada	r=0.52	39yrs	156
Gasoline pumped in Dominica	r=0.68	42yrs	154
US Employment Rate	r=0.6	33yrs	154
Academy Awards Ceremony Audience Size	r=0.67	23yrs	154
Asthma prevalence in American children	r=0.64	17yrs	154
Asthma attacks in American children	r=0.6	23yrs	154
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.64	22yrs	154
Boston Celtics' NBA season loss count	r=0.52	43yrs	152
Automotive recalls issued by Hyundai Motor America	r=-0.6	37yrs	152
Popularity of the first name Justyn	r=0.76	43yrs	146
Kerosene used in Eswatini	r=0.74	33yrs	144
Popularity of the first name Jacob	r=0.75	43yrs	135
Gasoline pumped in Finland	r=0.68	43yrs	134
US production of fluid beverage milk	r=0.72	22yrs	131
The number of housekeepers in Ohio	r=0.72	20yrs	130
Google searches for 'President phone number'	r=-0.8	20yrs	126
Popularity of the first name Samuel	r=0.75	43yrs	125
Petroluem consumption in Greece	r=0.67	43yrs	123
The Walt Disney Company's stock price (DIS)	r=-0.75	22yrs	122
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.74	22yrs	121
The number of bill collectors in Ohio	r=0.72	20yrs	120
Popularity of the first name Alyssa	r=0.75	43yrs	115
Gasoline pumped in Luxembourg	r=0.67	43yrs	113
The number of computer programmers in Ohio	r=0.7	20yrs	108
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.7	22yrs	106
Popularity of the first name Gabrielle	r=0.75	43yrs	105
Number of Las Vegas Hotel Room Check-Ins	r=0.57	34yrs	104
Fossil fuel use in North Macedonia	r=0.72	30yrs	100
The number of dishwashers in Ohio	r=0.71	20yrs	98
Popularity of the first name Jake	r=0.75	43yrs	95
Fossil fuel use in Slovakia	r=0.72	29yrs	90
The number of pipelayers in Ohio	r=0.71	20yrs	88
Popularity of the first name Tatiana	r=0.75	43yrs	85
Gasoline pumped in Denmark	r=0.65	43yrs	80
The number of salespeople in Ohio	r=0.7	20yrs	76
Popularity of the first name Kaylyn	r=0.75	43yrs	75
Liquefied petroleum gas used in French Polynesia	r=0.66	42yrs	70
The number of payroll and timekeeping clerks in Ohio	r=0.7	20yrs	66
Popularity of the first name Kayli	r=0.75	43yrs	65
Gasoline pumped in Greece	r=0.65	43yrs	60
Popularity of the first name Dallin	r=0.75	43yrs	55
The number of photographers in Ohio	r=0.69	20yrs	54
Gasoline pumped in Slovenia	r=0.73	31yrs	50
Popularity of the first name Maximillian	r=0.75	43yrs	45
The number of parking enforcement workers in Ohio	r=0.69	20yrs	44
Nuclear power generation in United Kingdom	r=0.63	42yrs	39
Popularity of the first name Caitlyn	r=0.74	43yrs	34
The number of college computer science teachers in Ohio	r=0.68	20yrs	33
Jet fuel used in Tunisia	r=0.65	42yrs	29
Popularity of the first name Isiah	r=0.74	43yrs	24
The number of counter and rental clerks in Ohio	r=0.68	20yrs	23
The number of library assistants in Ohio	r=0.68	20yrs	13

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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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