Top variables that correlate with Air pollution in Kalamazoo, Michigan

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Data source: Environmental Protection Agency
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Air pollution in Kalamazoo, Michigan correlates with...

Variable	Correlation	Years	Sys. Score
Popularity of the first name Nicolas	r=0.85	32yrs	324
Bachelor's degrees awarded in Legal professions	r=0.94	10yrs	320
How clickbait-y PBS Space Time YouTube video titles are	r=0.93	9yrs	300
Asthma attacks in American children	r=0.8	23yrs	248
Fossil fuel use in New Zealand	r=0.78	31yrs	230
Electricity generation in United Kingdom	r=0.77	31yrs	229
Fossil fuel use in Greece	r=0.76	31yrs	228
U.S. intercountry adoptions	r=0.82	23yrs	227
The number of animal control workers in Michigan	r=0.84	20yrs	227
Physical album shipment volume in the United States	r=0.78	24yrs	222
Popularity of the first name Madison	r=0.85	32yrs	219
Popularity of the first name Lesly	r=0.85	32yrs	219
Asthma prevalence in American children	r=0.83	17yrs	217
GMO use in cotton	r=0.82	23yrs	210
The divorce rate in Michigan	r=0.76	23yrs	210
Asthma attacks in American children	r=0.72	23yrs	206
Asthma attacks in American children	r=0.72	23yrs	206
US household spending on prescription drugs	r=0.8	23yrs	204
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.8	22yrs	200
US birth rates of triplets or more	r=0.8	20yrs	198
Gasoline pumped in Ireland	r=0.75	32yrs	194
Number of Slot Machines in Nevada	r=0.69	32yrs	194
The number of computer programmers in Michigan	r=0.81	20yrs	194
Average number of milk cows in the United States	r=-0.75	32yrs	191
Cigarette Smoking Rate for US adults	r=0.79	21yrs	190
The number of CEOs in Michigan	r=0.78	20yrs	190
Popularity of the first name Ayanna	r=0.84	32yrs	188
Gasoline pumped in Japan	r=0.75	32yrs	184
US production of fluid beverage milk	r=0.74	22yrs	184
Popularity of the first name Reilly	r=0.84	32yrs	178
Petroluem consumption in Spain	r=0.75	32yrs	174
AIG's stock price (AIG)	r=0.66	22yrs	172
Lloyds Banking Group's stock price (LYG)	r=0.66	22yrs	172
Total Revenue of the NFL Teams	r=-0.9	20yrs	171
Total employee count at Continental AG	r=-0.84	24yrs	170
Popularity of the first name Cole	r=0.83	32yrs	166
US household spending on fresh milk and cream	r=0.75	23yrs	166
US household spending on mortgage interest and charges	r=0.75	23yrs	166
Average length of Technology Connections YouTube videos	r=0.77	9yrs	166
GMO use in cotton	r=0.72	23yrs	165
Viewership count of American Idol Season Finale	r=0.72	21yrs	164
U.S. direct investment abroad	r=-0.8	22yrs	164
Asthma prevalence in American children	r=0.71	17yrs	164
US household spending on vehicle insurance	r=0.73	23yrs	164
Economic output of Washington metro area	r=-0.81	21yrs	163
Number of edits to the Wikipedia article for Thanksgiving	r=0.71	16yrs	163
US household spending on natural gas	r=0.72	23yrs	162
US household spending on floor coverings	r=0.72	23yrs	162
Gasoline pumped in Croatia	r=0.75	30yrs	162
The number of janitors and cleaners in Michigan	r=0.79	20yrs	160
Google searches for 't-rex'	r=0.71	20yrs	159
Number of goals scored by winners in NCAA Field Hockey Div II finals	r=0.62	32yrs	158
Popularity of the first name Jada	r=0.83	32yrs	156
Petroluem consumption in Croatia	r=0.74	30yrs	150
The number of postal service machine operators in Michigan	r=0.79	20yrs	150
Popularity of the first name Kyra	r=0.83	32yrs	146
Gasoline pumped in Czechia	r=0.74	30yrs	140
The number of postmasters in Michigan	r=0.78	20yrs	138
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.79	22yrs	138
Popularity of the first name Esmeralda	r=0.83	32yrs	136
Electricity generation in Jamaica	r=0.7	31yrs	128
Popularity of the first name Abigayle	r=0.83	32yrs	126
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.77	22yrs	126
Jet fuel used in Barbados	r=0.72	31yrs	118
US milk fat used to produce dry milk products	r=-0.81	22yrs	114
Popularity of the first name Makayla	r=0.82	32yrs	114
The number of mechanical engineers in Michigan	r=-0.86	20yrs	107
Petroluem consumption in Greece	r=0.7	32yrs	106
Portion of all US dairy skim-solids allocated to the production of cottage cheese	r=0.76	22yrs	104
Popularity of the first name Isabel	r=0.82	32yrs	104
Gasoline pumped in Greece	r=0.7	32yrs	96
The number of paralegals in Michigan	r=-0.85	18yrs	96
US average milk-fat content of frozen dairy products	r=0.76	22yrs	94
Popularity of the first name Tamia	r=0.82	32yrs	94
Petroluem consumption in Ireland	r=0.7	32yrs	86
The number of registered nurses in Michigan	r=-0.86	18yrs	85
Popularity of the first name Jaylon	r=0.82	32yrs	84
US production of cheese (other than cottage cheese)	r=-0.8	22yrs	83
Liquefied petroleum gas used in Switzerland	r=0.7	32yrs	76
The number of bill collectors in Michigan	r=0.74	20yrs	74
US milk fat used to produce cheese (excluding cottage cheese)	r=-0.8	22yrs	73
Popularity of the first name Kaylah	r=0.81	32yrs	73
The number of payroll and timekeeping clerks in Michigan	r=0.75	20yrs	64
Popularity of the first name Deasia	r=0.81	32yrs	63
US dairy skim solids used to produce cheese (other than cottage cheese)	r=-0.8	22yrs	62
The number of telephone operators in Michigan	r=0.76	18yrs	53
Popularity of the first name Makaila	r=0.81	32yrs	53
US average milk-fat content of cottage cheese	r=0.75	22yrs	52
Popularity of the first name Andres	r=0.8	32yrs	42
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.73	22yrs	41
The number of prepress technicians and workers in Michigan	r=0.73	20yrs	40
Fossil fuel use in Czechia	r=0.72	29yrs	40
Popularity of the first name Kira	r=0.8	32yrs	32
US production of cottage cheese	r=0.71	22yrs	30
The number of real estate agents in Michigan	r=0.71	20yrs	29
Liquefied petroleum gas used in Greenland	r=0.76	22yrs	26
Popularity of the first name Halle	r=0.8	32yrs	22
The number of paving, surfacing, and tamping equipment operators in Michigan	r=0.72	20yrs	19
Petroluem consumption in Portugal	r=0.69	32yrs	15
Fossil fuel use in Croatia	r=0.68	30yrs	4
Jet fuel used in Cuba	r=0.69	31yrs	-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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