Top variables that correlate with Air pollution in St. Joseph, Missouri

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Data source: Environmental Protection Agency
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Air pollution in St. Joseph, Missouri correlates with...

Variable	Correlation	Years	Sys. Score
United States music album sales	r=0.89	16yrs	336
The number of payroll and timekeeping clerks in Missouri	r=0.87	20yrs	336
Associates degrees awarded in Engineering technologies	r=0.93	11yrs	318
US household spending on fresh milk and cream	r=0.86	23yrs	318
US household spending on mortgage interest and charges	r=0.86	23yrs	318
Master's degrees awarded in Liberal arts	r=0.92	10yrs	297
Master's degrees awarded in Transportation	r=0.92	10yrs	297
Jet fuel used in Kosovo	r=0.88	13yrs	270
Associates degrees awarded in Accounting	r=0.91	11yrs	265
Master's degrees awarded in Social sciences and history	r=0.9	10yrs	254
BP's stock price (BP)	r=0.8	22yrs	246
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.82	22yrs	246
Nokia Oyj's stock price (NOK)	r=0.81	22yrs	244
Liquefied petroleum gas used in Lithuania	r=0.83	31yrs	235
Liquefied petroleum gas used in Croatia	r=0.81	30yrs	231
Fossil fuel use in New Zealand	r=0.74	37yrs	230
US production of fluid beverage milk	r=0.83	22yrs	228
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.83	22yrs	226
The number of college sociology teachers in Missouri	r=0.83	20yrs	226
Popularity of the first name Kate	r=0.84	38yrs	224
The number of postmasters in Missouri	r=0.82	20yrs	224
National Lacrosse Champions' Final Point	r=0.78	25yrs	223
Popularity of the first name Chris	r=0.83	38yrs	222
Popularity of the first name Angie	r=0.83	38yrs	222
Associates degrees awarded in Business operations	r=0.9	11yrs	214
Banco Bilbao Vizcaya Argentaria's stock price (BBVA)	r=0.8	22yrs	213
GMO use in cotton	r=0.83	23yrs	212
GMO use in cotton	r=0.78	23yrs	204
Associates degrees awarded in Legal professions and studies	r=0.9	11yrs	204
Google searches for 'desktop background'	r=0.84	17yrs	196
xkcd comics published about romance	r=0.81	17yrs	196
The number of college mathematical science teachers in Missouri	r=0.82	20yrs	194
Master's degrees awarded in literature	r=0.9	10yrs	194
Customer satisfaction with United Airlines	r=-0.81	28yrs	192
Cigarette Smoking Rate for US adults	r=0.79	21yrs	190
Viewership count of American Idol Season Finale	r=0.76	21yrs	190
Liquefied petroleum gas used in Syria	r=0.74	37yrs	188
Popularity of the first name Jaylen	r=0.83	32yrs	186
New York Times Fiction Best Sellers	r=0.66	30yrs	184
Bachelor's degrees awarded in literature	r=0.89	10yrs	182
U.S. intercountry adoptions	r=0.72	23yrs	182
Asthma prevalence in American children	r=0.73	17yrs	182
Fossil fuel use in Spain	r=0.71	37yrs	176
Pirate attacks globally	r=0.84	14yrs	176
Popularity of the first name Cale	r=0.77	38yrs	173
Banco Santander's stock price (SAN)	r=0.79	22yrs	172
Bachelor's degrees awarded in Liberal arts	r=0.89	10yrs	172
Liquefied petroleum gas used in Burundi	r=0.72	37yrs	164
Popularity of the first name Davin	r=0.76	38yrs	162
Associates degrees awarded in Business management	r=0.88	11yrs	160
Eni S.p.A.'s stock price (E)	r=0.76	22yrs	157
Liquefied petroleum gas used in Djibouti	r=0.74	33yrs	154
The number of surveying and mapping technicians in Missouri	r=0.81	20yrs	152
Popularity of the first name Jaden	r=0.75	38yrs	150
Associates degrees awarded in health assistance	r=0.88	11yrs	150
Gasoline pumped in Ireland	r=0.71	38yrs	144
The number of photographers in Missouri	r=0.8	20yrs	141
Popularity of the first name Kiley	r=0.75	38yrs	140
Associates degrees awarded in Fire control and safety	r=0.88	11yrs	140
Jet fuel used in Madagascar	r=0.72	37yrs	134
Cenovus Energy's stock price (CVE)	r=0.84	14yrs	131
Bachelor's degrees awarded in Social sciences and history	r=0.87	10yrs	130
The number of travel agents in Missouri	r=0.79	20yrs	130
Popularity of the first name Gavin	r=0.74	38yrs	128
Petroluem consumption in Yemen	r=0.71	37yrs	123
The number of bill collectors in Missouri	r=0.78	20yrs	120
Associates degrees awarded in law enforcement	r=0.87	11yrs	119
Popularity of the first name Jayson	r=0.74	38yrs	118
Fossil fuel use in Croatia	r=0.73	30yrs	112
NatWest Group's stock price (NWG)	r=0.77	16yrs	112
Associates degrees awarded in Criminal justice and corrections	r=0.87	11yrs	109
Popularity of the first name Trinity	r=0.74	38yrs	108
The number of kindergarten teachers in Missouri	r=0.78	20yrs	108
Fossil fuel use in Slovenia	r=0.73	30yrs	102
Telefónica's stock price (TEF)	r=0.73	22yrs	102
Popularity of the first name Madyson	r=0.74	38yrs	98
Associates degrees awarded in Management information systems	r=0.86	11yrs	98
The number of electrical and electronics repairers, commercial and industrial equipment in Missouri	r=0.78	20yrs	98
Kerosene used in Benin	r=0.7	37yrs	92
ArcelorMittal's stock price (MT)	r=0.72	22yrs	91
Popularity of the first name Braeden	r=0.74	38yrs	88
Associates degrees awarded in information sciences	r=0.86	11yrs	88
The number of middle school special education teachers in Missouri	r=0.77	20yrs	86
Jet fuel used in Bahrain	r=0.69	37yrs	80
Popularity of the first name Draven	r=0.8	29yrs	78
Associates degrees awarded in Health professions	r=0.86	11yrs	78
HSBC Holdings' stock price (HSBC)	r=0.7	22yrs	78
The number of parking enforcement workers in Missouri	r=0.77	20yrs	76
Petroluem consumption in Puerto Rico	r=0.69	37yrs	70
Popularity of the first name Natalie	r=0.73	38yrs	67
Associates degrees awarded in Business and management	r=0.85	11yrs	66
The number of machinists in Missouri	r=0.77	20yrs	66
Liquefied petroleum gas used in U.S. Virgin Islands	r=0.69	37yrs	60
Popularity of the first name Cristopher	r=0.73	38yrs	57
Fossil fuel use in Greece	r=0.66	37yrs	48
Popularity of the first name America	r=0.73	38yrs	47
Fossil fuel use in Luxembourg	r=0.66	37yrs	38
Popularity of the first name Angelina	r=0.72	38yrs	36
Hydopower energy generated in Zimbabwe	r=0.66	37yrs	28
Popularity of the first name Nadia	r=0.72	38yrs	26
Popularity of the first name Brayan	r=0.72	38yrs	16

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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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