Top variables that correlate with Air pollution in Ann Arbor

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

Variable	Correlation	Years	Has img?
US household spending on transportation	r=0.76	23yrs	No
US average milk-fat content of frozen dairy products	r=0.66	22yrs	No
The divorce rate in Michigan	r=0.57	23yrs	Yes!

Air pollution in Ann Arbor also correlates with...

Variable	Correlation	Years	Sys. Score
Biomass power generated in Sierra Leone	r=0.86	8yrs	260
How clickbait-y PBS Space Time YouTube video titles are	r=0.85	9yrs	244
The marriage rate in Michigan	r=0.65	23yrs	172
Physical album shipment volume in the United States	r=0.7	24yrs	160
Total annual sales of Ford Motors in the United States	r=0.71	23yrs	158
Total likes of 'Be Smart' science YouTube videos	r=0.7	11yrs	158
The average number of likes on Extra History YouTube videos	r=0.68	12yrs	156
Gasoline pumped in Saint Helena	r=0.68	22yrs	154
Customer satisfaction with Southwest Airlines	r=-0.72	28yrs	152
Johnson Controls International's stock price (JCI)	r=0.62	22yrs	151
US household spending on clothing for men	r=0.72	23yrs	142
xkcd comics published about engineering	r=0.69	17yrs	142
xkcd comics published about wonder	r=0.68	17yrs	141
Patents granted to Kia	r=0.75	11yrs	140
Annual US household spending on books	r=0.68	23yrs	136
US household spending on books	r=0.68	23yrs	136
US household spending on clothing	r=0.67	23yrs	134
US household spending on new cars	r=0.67	23yrs	134
Biomass power generated in Iran	r=0.69	13yrs	134
Value of the Victoria's Secret Annual Fantasy Bra	r=0.62	24yrs	133
U.S. intercountry adoptions	r=0.62	23yrs	132
Highest sale price for a single-family home in Connecticut	r=0.5	16yrs	132
Total employee count at Continental AG	r=-0.74	24yrs	130
The number of floral designers in Michigan	r=0.63	20yrs	130
Disney movies released	r=0.54	23yrs	128
Total Federal Construction Expenditure in the United States	r=-0.73	24yrs	128
Career regular season goals scored by Sidney Crosby	r=0.59	21yrs	126
US milk fat used to produce fluid beverage milk	r=0.59	22yrs	126
The number of sheet metal workers in Michigan	r=0.6	20yrs	126
The number of sailors and marine oilers in Michigan	r=0.6	20yrs	126
Automotive recalls issued by Keystone RV Company	r=-0.63	25yrs	124
Ameriprise Financial's stock price (AMP)	r=0.47	18yrs	124
Total likes of Extra History YouTube videos	r=0.66	12yrs	123
US Tobacco Production	r=0.55	23yrs	122
US birth rates of triplets or more	r=0.51	20yrs	120
West Nile Virus Cases	r=0.53	21yrs	118
Google searches for 'how to treat a snake bite'	r=0.54	20yrs	118
xkcd comics published about hobbies	r=0.53	17yrs	118
Google searches for 'ice bath'	r=0.52	20yrs	116
Google searches for 'titanic'	r=0.52	20yrs	116
US household spending on clothin for women	r=0.64	23yrs	115
US household spending on vehicle purchaes	r=0.64	23yrs	115
Associates degrees awarded in Security science and technology	r=0.7	11yrs	114
US milk fat used to produce frozen dairy products	r=0.5	22yrs	113
GMO use in cotton	r=0.6	23yrs	112
Philip Morris International's stock price (PM)	r=0.47	15yrs	112
US household spending on prescription drugs	r=0.62	23yrs	112
Bloomberg Money Stuff articles about the SEC	r=0.7	10yrs	111
Total likes of Mark Rober YouTube videos	r=0.63	13yrs	110
Liquefied petroleum gas used in Greenland	r=0.65	22yrs	104
Total likes of Steve Mould's YouTube videos	r=0.6	15yrs	97
The number of counter and rental clerks in Michigan	r=0.59	20yrs	94
Fossil fuel use in Czechia	r=0.54	29yrs	88
Google searches for 'how to treat internal bleeding'	r=0.51	20yrs	84
The number of surveyors in Michigan	r=0.58	20yrs	83
US production of frozen dairy products	r=0.49	22yrs	82
Total likes of MrBeast's YouTube videos	r=0.58	12yrs	81
T-Mobile Us' stock price (TMUS)	r=0.45	16yrs	80
Jet fuel used in Gabon	r=0.48	42yrs	78
Google searches for 'Tom Cruise'	r=0.51	20yrs	74
US production of cottage cheese	r=0.49	22yrs	72
The number of mechanical drafters in Michigan	r=0.57	20yrs	71
Average length of Technology Connections YouTube videos	r=0.66	9yrs	70
Petroluem consumption in Croatia	r=0.55	30yrs	67
Median Weekly Earnings of Self-Employed Workers in the UK	r=0.62	11yrs	67
The number of advertising sales agents in Michigan	r=0.57	20yrs	61
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.64	22yrs	61
Google searches for 'where can i stream friends'	r=0.49	19yrs	60
Cigarette Smoking Rate for US adults	r=0.51	21yrs	59
Petroluem consumption in Kazakhstan	r=-0.66	30yrs	56
Total likes of SciShow Space YouTube videos	r=-0.88	10yrs	55
US milk fat used to produce cottage cheese	r=0.48	22yrs	50
The number of chemical technicians in Michigan	r=0.54	20yrs	47
Kerosene used in Sierra Leone	r=0.46	42yrs	46
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.63	22yrs	40
Average length of LEMMiNO YouTube videos	r=0.56	12yrs	38
The number of automotive service technicians and mechanics in Michigan	r=0.53	20yrs	36
Kerosene used in Eritrea	r=0.55	28yrs	35
Total likes of The Game Theorists YouTube videos	r=0.51	15yrs	24
Gasoline pumped in Croatia	r=0.52	30yrs	22
The number of hazardous materials removal workers in Michigan	r=0.51	20yrs	22
How clickbait-y Extra History YouTube video titles are	r=0.72	12yrs	12
The number of automotive body repairers in Michigan	r=0.51	20yrs	12
Kerosene used in Eswatini	r=0.49	33yrs	11
Total likes of 3Blue1Brown YouTube videos	r=0.54	9yrs	2
The number of conveyor operators in Michigan	r=0.51	20yrs	2
Gasoline pumped in Slovakia	r=0.5	30yrs	0
The number of dentists in Michigan	r=0.5	19yrs	-8
How provocative MinuteEarth YouTube video titles are	r=0.72	11yrs	-9
Jet fuel used in Saint Vincent/Grenadines	r=0.52	24yrs	-14
The number of locker room attendants in Michigan	r=0.5	20yrs	-19
Jet fuel used in Albania	r=0.47	29yrs	-26
Total length of SciShow Space YouTube videos	r=-0.8	10yrs	-28
The number of highway maintenance workers in Michigan	r=0.5	20yrs	-29
The number of tool and die makers in Michigan	r=0.5	20yrs	-39
The number of CEOs in Michigan	r=0.48	20yrs	-50
The number of switchboard operators in Michigan	r=0.49	20yrs	-60
The number of insurance claims and policy processing clerks in Michigan	r=0.49	20yrs	-70

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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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