Top variables that correlate with Air quality in Lansing, Michigan

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

Variable	Correlation	Years	Sys. Score
Customer satisfaction with Apple	r=0.79	28yrs	249
Automotive recalls issued by BMW of North America	r=0.62	43yrs	242
Kerosene used in Mali	r=0.8	42yrs	242
Total number of automotive recalls	r=0.63	43yrs	240
Number of Lawyers in the United States	r=0.74	34yrs	234
Jet fuel used in Bangladesh	r=0.74	42yrs	232
Geothermal power generated in Iceland	r=0.7	42yrs	230
Intel Corporation's annual revenue	r=0.74	36yrs	228
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.65	43yrs	228
Total number of live births in Australia	r=0.65	43yrs	222
Inflation in the US	r=0.73	31yrs	222
Number of households headed by single fathers in the United States	r=0.72	32yrs	222
Gender pay gap in the U.S.	r=0.71	32yrs	222
Super Bowl TV viewership	r=0.69	33yrs	222
Annual Revenue of Walt Disney Company	r=0.71	32yrs	222
Gasoline Prices in the US	r=0.7	33yrs	222
USA Population	r=0.62	43yrs	217
Yogurt consumption	r=0.76	32yrs	214
Popularity of the first name Chana	r=0.73	43yrs	212
Number of public school students in 12th grade	r=0.75	33yrs	210
Popularity of the first name Layla	r=0.72	43yrs	210
Popularity of the first name Lucy	r=0.71	43yrs	209
Customer satisfaction with Dillard's	r=0.73	27yrs	209
Butter consumption	r=0.72	32yrs	208
Italian-type cheese consumption	r=0.75	27yrs	208
Automotive recalls issued by Hyundai Motor America	r=0.63	37yrs	207
Number of public school students in 11th grade	r=0.71	33yrs	204
The distance between Neptune and Uranus	r=0.65	44yrs	204
Automotive recalls for issues with the Electrical System	r=0.59	43yrs	202
Biomass power generated in Poland	r=0.7	42yrs	200
Violent crime rates	r=-0.67	38yrs	194
Petroluem consumption in Cook Islands	r=0.72	42yrs	190
Patents granted in the US	r=0.6	41yrs	190
Patents granted in the US	r=0.6	41yrs	186
Budget for largest movie production	r=0.58	43yrs	184
Arson in Michigan	r=-0.75	38yrs	182
Customer satisfaction with Verizon	r=0.73	18yrs	180
Motor vehicle thefts	r=-0.73	38yrs	180
Popularity of the first name Genevieve	r=0.71	43yrs	179
Fossil fuel use in Equatorial Guinea	r=0.69	42yrs	178
Automotive recalls for issues with the Power Train	r=0.55	43yrs	176
Automotive recalls issued by Honda	r=0.52	43yrs	176
Automotive recalls issued by Nissan North America	r=0.52	43yrs	176
Milk-fat consumption	r=0.7	32yrs	176
Automotive recalls issued by Mercedes-Benz USA	r=0.51	43yrs	175
Customer satisfaction with Southwest Airlines	r=0.63	28yrs	175
Automotive recalls issued by Keystone RV Company	r=0.62	25yrs	174
Automotive recalls issued by Porsche	r=0.5	43yrs	174
Rogers Communications' stock price (RCI)	r=0.67	22yrs	174
Customer satisfaction with Kroger	r=0.61	27yrs	171
Number of Registered Vehicles in the US	r=0.72	32yrs	171
Ticket sales for Detroit Tigers games	r=0.52	40yrs	170
Popularity of the first name Lena	r=0.71	43yrs	169
Electricity generation in Russia	r=0.77	30yrs	168
Mozzarella cheese consumption	r=0.74	27yrs	166
Annual count of part-time employees in the United States	r=0.71	33yrs	165
Popularity of the first name Jude	r=0.71	43yrs	159
Renewable energy production in Zambia	r=0.69	42yrs	158
Average milk produced per cow in the US	r=0.59	43yrs	156
Hydopower energy generated in Zambia	r=0.69	42yrs	148
Popularity of the first name Santiago	r=0.7	43yrs	148
Motor vehicle thefts in Michigan	r=-0.68	38yrs	144
Kerosene used in British Virgin Islands	r=0.71	42yrs	138
Popularity of the first name Lucia	r=0.7	43yrs	138
Arson in United States	r=-0.65	38yrs	132
Number of active magazines in the United States	r=0.85	15yrs	132
Popularity of the first name Anderson	r=0.7	43yrs	128
Biomass power generated in Hungary	r=0.75	32yrs	127
US milk fat used to produce whey products (net)	r=0.76	22yrs	127
Total Sales at Clothing and Accessories Stores	r=0.69	31yrs	123
Automotive recalls for issues with Exterior Lighting	r=0.51	43yrs	120
Popularity of the first name Presley	r=0.7	43yrs	118
Biomass power generated in Singapore	r=0.75	32yrs	117
Automotive recalls for issues with the Tires	r=0.51	43yrs	115
Total budget of Marvel comic-based films released	r=0.63	35yrs	114
US milk fat used to produce yogurt	r=0.74	22yrs	114
Popularity of the first name Lia	r=0.7	43yrs	108
US Annual Tax Revenue	r=0.59	42yrs	107
Electricity generation in Antigua and Barbuda	r=0.68	42yrs	106
Christmas Price Index in the United States	r=0.66	31yrs	101
Popularity of the first name Harmony	r=0.7	43yrs	98
Hispanic cheese consumption	r=0.75	26yrs	97
Biomass power generated in Belgium	r=0.68	42yrs	96
Remaining Forest Cover in the Brazilian Amazon	r=-0.77	36yrs	95
Number of firearms manufactured in the US	r=0.62	36yrs	90
Popularity of the first name Camila	r=0.7	43yrs	88
Wind power generated in New Zealand	r=0.76	30yrs	86
NASA's budget as a percentage of the total US Federal Budget	r=-0.69	44yrs	85
American cheese consumption	r=0.69	32yrs	84
Popularity of the first name Stella	r=0.7	43yrs	78
Biomass power generated in Sweden	r=0.68	42yrs	76
Popularity of the first name Ryder	r=0.7	43yrs	68
Petroluem consumption in Angola	r=0.7	42yrs	66
Liquefied petroleum gas used in Antigua and Barbuda	r=0.7	42yrs	56
Popularity of the first name Lucas	r=0.69	43yrs	56
Liquefied petroleum gas used in Guinea-Bissau	r=0.7	42yrs	46
Popularity of the first name Henry	r=0.69	43yrs	46
Jet fuel used in Mali	r=0.7	42yrs	36
Popularity of the first name Naomi	r=0.69	43yrs	36
Popularity of the first name Josiah	r=0.69	43yrs	26
Popularity of the first name Armani	r=0.73	37yrs	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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