Top variables that correlate with Air pollution in Toledo

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Data source: Environmental Protection Agency
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Air pollution in Toledo correlates with...

Variable	Correlation	Years	Sys. Score
The number of executive administrative assistants in Ohio	r=0.93	13yrs	368
The divorce rate in Ohio	r=0.87	23yrs	361
Associates degrees awarded in Business management	r=0.94	11yrs	320
Master's degrees awarded in Liberal arts	r=0.94	10yrs	320
Master's degrees awarded in Transportation	r=0.94	10yrs	320
US household spending on processed fruits	r=0.86	23yrs	318
Associates degrees awarded in Accounting	r=0.93	11yrs	288
The number of tax examiners and collectors, and revenue agents in Ohio	r=0.86	13yrs	278
The number of layout workers, metal and plastic in Ohio	r=0.86	13yrs	278
Associates degrees awarded in Business and management	r=0.92	11yrs	276
Associates degrees awarded in Business operations	r=0.91	11yrs	265
The number of genetic counselors in Ohio	r=0.86	11yrs	246
Automotive recalls for issues with Service Brakes, Air	r=0.65	43yrs	242
Associates degrees awarded in Engineering technologies	r=0.91	11yrs	235
Jet fuel used in Barbados	r=0.75	42yrs	234
Gasoline pumped in Ireland	r=0.73	43yrs	232
Petroluem consumption in Puerto Rico	r=0.74	42yrs	232
Associates degrees awarded in Legal professions and studies	r=0.91	11yrs	225
Cigarette Smoking Rate for US adults	r=0.81	21yrs	224
Physical album shipment volume in the United States	r=0.79	24yrs	224
Popularity of the first name Shamar	r=0.81	43yrs	224
Popularity of the first name Coby	r=0.8	43yrs	222
Popularity of the first name Jada	r=0.77	43yrs	218
Associates degrees awarded in Business	r=0.9	11yrs	214
The distance between Neptune and Saturn	r=0.7	44yrs	212
GMO use in cotton	r=0.82	23yrs	210
The marriage rate in Ohio	r=0.77	23yrs	210
US household spending on prescription drugs	r=0.83	23yrs	208
US household spending on books	r=0.83	23yrs	208
US household spending on fresh milk and cream	r=0.81	23yrs	206
US household spending on clothing for men	r=0.81	23yrs	206
Associates degrees awarded in health assistance	r=0.9	11yrs	204
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.83	22yrs	204
US average milk-fat content of frozen dairy products	r=0.83	22yrs	204
US household spending on clothing	r=0.8	23yrs	204
US household spending on tobacco products and smoking supplies	r=0.8	23yrs	204
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.81	22yrs	202
US household spending on clothin for women	r=0.78	23yrs	201
Kerosene used in Sierra Leone	r=0.71	42yrs	198
US birth rates of triplets or more	r=0.78	20yrs	196
Number of Slot Machines in Nevada	r=0.64	39yrs	194
Google searches for 'desktop background'	r=0.81	17yrs	191
United States music album sales	r=0.82	16yrs	190
Cenovus Energy's stock price (CVE)	r=0.83	14yrs	190
Popularity of the first name Lesly	r=0.77	43yrs	188
US Tobacco Production	r=0.74	23yrs	185
U.S. Bancorp's stock price (USB)	r=-0.82	22yrs	185
Gasoline pumped in U.S. Virgin Islands	r=0.68	42yrs	184
Popularity of the first name Kolby	r=0.77	43yrs	178
Kerosene used in Angola	r=0.67	42yrs	172
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.81	22yrs	172
Popularity of the first name Faith	r=0.76	43yrs	166
Associates degrees awarded in Criminal justice and corrections	r=0.9	11yrs	164
Liquefied petroleum gas used in Saint Lucia	r=0.67	42yrs	162
Popularity of the first name Alexia	r=0.76	43yrs	156
Master's degrees awarded in literature	r=0.9	10yrs	154
The number of couriers and messengers in Ohio	r=0.8	20yrs	151
Kerosene used in Botswana	r=0.65	42yrs	149
Popularity of the first name Jakob	r=0.76	43yrs	146
Associates degrees awarded in Education	r=0.89	11yrs	142
The number of postmasters in Ohio	r=0.79	20yrs	140
Liquefied petroleum gas used in Burundi	r=0.65	42yrs	139
Popularity of the first name Ayanna	r=0.76	43yrs	136
Associates degrees awarded in Health professions	r=0.89	11yrs	132
Jet fuel used in Angola	r=0.64	42yrs	128
The number of computer programmers in Ohio	r=0.77	20yrs	128
Popularity of the first name Cade	r=0.75	43yrs	125
Associates degrees awarded in law enforcement	r=0.89	11yrs	122
Liquefied petroleum gas used in Djibouti	r=0.7	33yrs	118
The number of payroll and timekeeping clerks in Ohio	r=0.78	20yrs	118
Popularity of the first name Keyshawn	r=0.77	40yrs	115
Master's degrees awarded in Social sciences and history	r=0.89	10yrs	112
The number of cutters and trimmers, hand in Ohio	r=0.78	20yrs	108
Petroluem consumption in Spain	r=0.63	43yrs	107
Popularity of the first name Abigayle	r=0.75	43yrs	105
Bachelor's degrees awarded in literature	r=0.88	10yrs	101
Liquefied petroleum gas used in Eswatini	r=0.63	42yrs	96
The number of mechanical drafters in Ohio	r=0.77	20yrs	96
Popularity of the first name Keyon	r=0.75	43yrs	95
Associates degrees awarded in Management information systems	r=0.87	11yrs	89
Petroluem consumption in U.S. Virgin Islands	r=0.63	42yrs	86
The number of travel agents in Ohio	r=0.77	20yrs	86
Popularity of the first name Makayla	r=0.74	43yrs	84
Associates degrees awarded in Visual and performing arts	r=0.87	11yrs	79
The number of file clerks in Ohio	r=0.77	20yrs	76
Popularity of the first name Jaqueline	r=0.74	43yrs	74
Associates degrees awarded in information sciences	r=0.86	11yrs	68
The number of advertising and promotions managers in Ohio	r=0.76	20yrs	65
Popularity of the first name Jalyn	r=0.74	43yrs	64
The number of switchboard operators in Ohio	r=0.76	20yrs	55
Popularity of the first name Jaylon	r=0.73	43yrs	52
Hydopower energy generated in Egypt	r=0.62	42yrs	48
The number of electrical and electronics repairers, commercial and industrial equipment in Ohio	r=0.76	20yrs	45
Popularity of the first name Keshawn	r=0.73	43yrs	42
Fossil fuel use in New Zealand	r=0.62	42yrs	38
The number of patternmakers, metal and plastic in Ohio	r=0.76	20yrs	35
Popularity of the first name Camron	r=0.73	43yrs	32
Electricity generation in United Kingdom	r=0.62	42yrs	28
Popularity of the first name Caleigh	r=0.76	39yrs	22
Liquefied petroleum gas used in Greenland	r=0.77	22yrs	17
Fossil fuel use in Greece	r=0.61	42yrs	6

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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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