Top variables that correlate with Air quality in Grand Rapids, Michigan

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Data source: Environmental Protection Agency
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Air quality in Grand Rapids, Michigan correlates with...

Variable	Correlation	Years	Sys. Score
Average milk produced per cow in the US	r=0.69	43yrs	250
Total number of automotive recalls	r=0.69	43yrs	249
Automotive recalls issued by BMW of North America	r=0.67	43yrs	249
How fun SciShow Space YouTube video titles are	r=0.87	10yrs	248
How good Deep Look YouTube video titles are	r=0.87	10yrs	248
Customer satisfaction with Apple	r=0.74	28yrs	242
Automotive recalls for issues with the Electrical System	r=0.64	43yrs	240
Automotive recalls for issues with the Power Train	r=0.63	43yrs	238
Kerosene used in Mali	r=0.78	42yrs	238
Gasoline pumped in Suriname	r=0.76	42yrs	236
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.69	43yrs	234
Biomass power generated in Austria	r=0.73	42yrs	234
Total number of live births in Australia	r=0.72	43yrs	232
Patents granted in the US	r=0.68	41yrs	232
USA Population	r=0.71	43yrs	230
Number of Lawyers in the United States	r=0.72	34yrs	230
Budget for largest movie production	r=0.67	43yrs	228
Patents granted in the US	r=0.67	41yrs	227
Intel Corporation's annual revenue	r=0.72	36yrs	225
US Annual Tax Revenue	r=0.68	42yrs	225
Super Bowl TV viewership	r=0.69	33yrs	222
Popularity of the first name Marlee	r=0.76	43yrs	216
Popularity of the first name Lucas	r=0.75	43yrs	215
Popularity of the first name Layla	r=0.75	43yrs	215
Customer satisfaction with Southwest Airlines	r=0.72	28yrs	208
Automotive recalls issued by Nissan North America	r=0.59	43yrs	207
Biomass power generated in Belgium	r=0.73	42yrs	204
Customer satisfaction with Dillard's	r=0.69	27yrs	203
Automotive recalls issued by Chrysler	r=0.56	43yrs	202
Automotive recalls issued by Hyundai Motor America	r=0.6	37yrs	202
The distance between Neptune and Uranus	r=0.61	44yrs	198
Electricity generation in Cabo Verde	r=0.73	42yrs	194
Electricity generation in Jordan	r=0.73	42yrs	184
Popularity of the first name Naomi	r=0.74	43yrs	184
Annual Revenue of Walt Disney Company	r=0.65	32yrs	184
Customer satisfaction with Verizon	r=0.75	18yrs	183
Total budget of Marvel comic-based films released	r=0.62	35yrs	182
Annual count of part-time employees in the United States	r=0.65	33yrs	182
Gender pay gap in the U.S.	r=0.64	32yrs	182
Automotive recalls issued by Honda	r=0.56	43yrs	182
Arson in Michigan	r=-0.75	38yrs	182
Automotive recalls issued by Mercedes-Benz USA	r=0.55	43yrs	181
Automotive recalls issued by Keystone RV Company	r=0.67	25yrs	181
Motor vehicle thefts	r=-0.72	38yrs	178
Motor vehicle thefts in Michigan	r=-0.72	38yrs	178
How professional-sounding The Game Theorists YouTube video titles are	r=0.84	15yrs	178
Biomass power generated in Poland	r=0.73	42yrs	174
Popularity of the first name Josiah	r=0.74	43yrs	174
Yogurt consumption	r=0.69	32yrs	174
Customer satisfaction with Costco	r=0.66	22yrs	174
Butter consumption	r=0.67	32yrs	171
Number of public school students in 12th grade	r=0.67	33yrs	168
The distance between Uranus and Saturn	r=0.6	44yrs	166
Electricity generation in Saint Kitts and Nevis	r=0.73	42yrs	164
Popularity of the first name Genesis	r=0.74	43yrs	164
Restaurant spending in Michigan	r=0.72	24yrs	164
Biomass power generated in Sweden	r=0.73	42yrs	154
Popularity of the first name Ruby	r=0.74	43yrs	154
The average number of likes on AsapSCIENCE YouTube videos	r=0.82	12yrs	147
Arson in United States	r=-0.7	38yrs	146
Popularity of the first name Vivian	r=0.74	43yrs	144
Total hydopower energy generated globally	r=0.72	42yrs	142
Hispanic cheese consumption	r=0.7	26yrs	140
Popularity of the first name Lucy	r=0.74	43yrs	134
Burglary rates in the US	r=-0.68	38yrs	134
Electricity generation in Antigua and Barbuda	r=0.72	42yrs	132
Christmas Price Index in the United States	r=0.65	31yrs	130
Automotive recalls issued by Porsche	r=0.54	43yrs	130
Italian-type cheese consumption	r=0.69	27yrs	129
Number of households headed by single fathers in the United States	r=0.64	32yrs	125
Average number of comments on 3Blue1Brown YouTube videos	r=0.76	9yrs	125
Popularity of the first name Braxton	r=0.74	43yrs	124
Electricity generation in Argentina	r=0.72	42yrs	122
Number of Registered Vehicles in the US	r=0.64	32yrs	119
Automotive recalls for issues with Exterior Lighting	r=0.53	43yrs	119
Muenster cheese consumption	r=0.68	27yrs	118
Popularity of the first name Reid	r=0.74	43yrs	114
Automotive recalls for issues with the Seats	r=0.53	43yrs	114
Remaining Forest Cover in the Brazilian Amazon	r=-0.75	36yrs	113
Renewable energy production in Belize	r=0.72	42yrs	112
Automotive recalls issued by Volkswagen Group of America	r=0.5	43yrs	109
NASA's budget as a percentage of the total US Federal Budget	r=-0.66	44yrs	107
Popularity of the first name Marley	r=0.74	43yrs	104
Renewable energy production in Bhutan	r=0.72	42yrs	102
Automotive recalls for issues with the Engine And Engine Cooling	r=0.51	43yrs	100
Viewership count for Days of Our Lives	r=-0.66	42yrs	99
Popularity of the first name Alia	r=0.74	43yrs	94
Hydopower energy generated in Bhutan	r=0.72	42yrs	92
Popularity of the first name Ibrahim	r=0.74	43yrs	84
Number of active magazines in the United States	r=0.79	15yrs	83
Electricity generation in Costa Rica	r=0.72	42yrs	82
Popularity of the first name Anderson	r=0.74	43yrs	74
Fossil fuel use in Egypt	r=0.72	42yrs	72
Popularity of the first name Presley	r=0.74	43yrs	64
Fossil fuel use in Equatorial Guinea	r=0.72	42yrs	62
Popularity of the first name Chana	r=0.74	43yrs	54
Electricity generation in Gambia	r=0.72	42yrs	52
Popularity of the first name Jude	r=0.74	43yrs	44
Electricity generation in Gibraltar	r=0.72	42yrs	42
Popularity of the first name Karson	r=0.74	43yrs	34
Popularity of the first name Wyatt	r=0.73	43yrs	22

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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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