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
Google searches for 'snoop dog'	r=0.88	20yrs	340
The number of typists in Ohio	r=0.89	20yrs	340
The number of boiler operators in Ohio	r=0.89	20yrs	340
Jet fuel used in Saint Vincent/Grenadines	r=0.88	24yrs	340
The number of compensation and benefits managers in Ohio	r=0.88	19yrs	337
The number of CEOs in Ohio	r=0.86	20yrs	306
United States music album sales	r=0.86	16yrs	301
Associates degrees awarded in Business and management	r=0.9	11yrs	294
Violent crime rates	r=0.72	38yrs	254
Remaining Forest Cover in the Brazilian Amazon	r=0.84	36yrs	249
Customer satisfaction with Frontier Communications	r=0.78	28yrs	248
NASA's budget as a percentage of the total US Federal Budget	r=0.75	44yrs	244
Automotive recalls for issues with Vehicle Speed Control	r=0.65	43yrs	242
Motor vehicle thefts	r=0.77	38yrs	242
Motor vehicle thefts in Ohio	r=0.77	38yrs	242
Gasoline pumped in United Kingdom	r=0.79	43yrs	241
Gasoline pumped in Norway	r=0.78	43yrs	240
Carjackings in the US	r=0.79	27yrs	234
Viewership count for Days of Our Lives	r=0.69	42yrs	231
Popularity of the first name Justen	r=0.84	43yrs	228
Physical album shipment volume in the United States	r=0.79	24yrs	224
Popularity of the first name Corrina	r=0.81	43yrs	224
Popularity of the first name Nicholas	r=0.8	43yrs	222
US Employment Rate	r=0.71	33yrs	220
Milk consumption	r=0.77	32yrs	218
Number of edits to the Wikipedia article for Thanksgiving	r=0.84	16yrs	218
Ice cream consumption	r=0.77	32yrs	216
Sherbet consumption	r=0.75	32yrs	213
GMO use in cotton	r=0.82	23yrs	210
The marriage rate in Ohio	r=0.77	23yrs	210
Customer satisfaction with Verizon	r=0.73	28yrs	210
Arson in United States	r=0.75	38yrs	209
The distance between Neptune and the Sun	r=0.68	44yrs	208
The number of movies Gregory Peck appeared in	r=0.64	43yrs	208
Kerosene used in Syria	r=0.78	42yrs	208
The distance between Neptune and Earth	r=0.67	44yrs	207
The distance between Neptune and the moon	r=0.67	44yrs	207
AIG's stock price (AIG)	r=0.75	22yrs	206
Orange's stock price (ORAN)	r=0.75	22yrs	206
The divorce rate in Ohio	r=0.73	23yrs	205
Lloyds Banking Group's stock price (LYG)	r=0.74	22yrs	204
US household spending on prescription drugs	r=0.8	23yrs	204
Total number of automotive recalls	r=-0.7	43yrs	196
Kerosene used in Macau	r=0.76	42yrs	196
Automotive recalls issued by BMW of North America	r=-0.66	43yrs	194
Google searches for 'learn spanish'	r=0.81	20yrs	194
Google searches for 'oprah winfrey'	r=0.8	20yrs	192
Popularity of the first name Angelica	r=0.79	43yrs	191
The number of switchboard operators in Ohio	r=0.85	20yrs	188
Arson in Ohio	r=0.72	38yrs	184
Petroluem consumption in Italy	r=0.74	43yrs	184
Popularity of the first name Jarred	r=0.79	43yrs	181
The number of postal service machine operators in Ohio	r=0.85	20yrs	178
Frozen yogurt consumption	r=0.7	32yrs	176
Arson in Ohio	r=0.72	38yrs	174
Kerosene used in Peru	r=0.75	42yrs	174
Popularity of the first name Lissette	r=0.79	43yrs	171
The distance between Neptune and Mercury	r=0.62	44yrs	170
The number of computer programmers in Ohio	r=0.83	20yrs	167
Kerosene used in Philippines	r=0.75	42yrs	164
Burglary rates in the US	r=0.7	38yrs	162
Popularity of the first name Jared	r=0.78	43yrs	160
The number of photographers in Ohio	r=0.84	20yrs	157
Gasoline pumped in Slovenia	r=0.82	31yrs	154
Average milk produced per cow in the US	r=-0.65	43yrs	152
Robberies in the US	r=0.7	38yrs	152
Popularity of the first name Raquel	r=0.78	43yrs	150
The number of brickmasons in Ohio	r=0.84	20yrs	147
Petroluem consumption in Germany	r=0.81	32yrs	143
Popularity of the first name Kacie	r=0.78	43yrs	140
The number of postmasters in Ohio	r=0.83	20yrs	136
Gasoline pumped in Germany	r=0.81	32yrs	133
Popularity of the first name Mitchel	r=0.78	43yrs	130
Liquefied petroleum gas used in Kosovo	r=0.87	14yrs	129
The number of survey researchers in Ohio	r=0.83	20yrs	126
Fossil fuel use in Greenland	r=0.72	42yrs	122
Popularity of the first name Chantal	r=0.78	43yrs	120
The number of dishwashers in Ohio	r=0.83	20yrs	116
Jet fuel used in Sierra Leone	r=0.74	42yrs	112
Popularity of the first name Lauren	r=0.77	43yrs	108
The number of payroll and timekeeping clerks in Ohio	r=0.83	20yrs	106
Kerosene used in Japan	r=0.72	43yrs	100
Popularity of the first name Mitchell	r=0.77	43yrs	98
The number of carpenters in Ohio	r=0.83	20yrs	96
Gasoline pumped in Austria	r=0.71	43yrs	89
Popularity of the first name Bethany	r=0.77	43yrs	88
The number of tapers in Ohio	r=0.83	20yrs	86
Gasoline pumped in Eritrea	r=0.81	28yrs	79
Popularity of the first name Rebekah	r=0.77	43yrs	78
The number of human resources assistants in Ohio	r=0.82	20yrs	74
Gasoline pumped in Italy	r=0.71	43yrs	69
Popularity of the first name Yesenia	r=0.77	43yrs	68
Popularity of the first name Johnathon	r=0.77	43yrs	58
Gasoline pumped in Sweden	r=0.71	43yrs	49
Popularity of the first name Donte	r=0.77	43yrs	48
Popularity of the first name Casandra	r=0.77	43yrs	38
Gasoline pumped in France	r=0.7	43yrs	38
The number of file clerks in Ohio	r=0.82	20yrs	34
Popularity of the first name Maegan	r=0.77	43yrs	28
The number of paving, surfacing, and tamping equipment operators in Ohio	r=0.8	20yrs	21
The number of prepress technicians and workers in Ohio	r=0.8	20yrs	11

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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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