Top variables that correlate with Air quality in Kalamazoo, Michigan

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

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.95	10yrs	370
How good Deep Look YouTube video titles are	r=0.89	10yrs	266
Customer satisfaction with Apple	r=0.79	28yrs	249
Jet fuel used in Botswana	r=0.77	31yrs	226
Fossil fuel use in Belarus	r=0.75	30yrs	225
Customer satisfaction with Dillard's	r=0.69	27yrs	203
Popularity of the first name Marlee	r=0.7	32yrs	196
Electricity generation in Kazakhstan	r=0.74	30yrs	194
Total number of live births in Australia	r=0.68	32yrs	185
Electricity generation in Russia	r=0.73	30yrs	182
Average milk produced per cow in the US	r=0.61	32yrs	178
Total number of automotive recalls	r=0.62	32yrs	178
Automotive recalls issued by Keystone RV Company	r=0.65	25yrs	178
Hispanic cheese consumption	r=0.75	26yrs	177
Arson in Michigan	r=-0.76	32yrs	176
Number of times 12 was a winning Mega Millions number	r=0.66	22yrs	175
Kerosene used in Falkland Islands	r=0.78	26yrs	172
Italian-type cheese consumption	r=0.71	27yrs	172
Customer satisfaction with Southwest Airlines	r=0.6	28yrs	170
Google searches for 'Titanic'	r=-0.89	16yrs	168
Automotive recalls for issues with the Power Train	r=0.56	32yrs	167
Popularity of the first name Ruby	r=0.69	32yrs	165
Popularity of the first name Raphael	r=0.69	32yrs	165
Number of active magazines in the United States	r=0.79	15yrs	163
The average number of likes on AsapSCIENCE YouTube videos	r=0.72	12yrs	162
Electricity generation in Belarus	r=0.72	30yrs	160
The average number of likes on CGP Grey YouTube videos	r=0.69	13yrs	158
Total Sales at Clothing and Accessories Stores	r=0.61	31yrs	156
Economic output of Washington metro area	r=0.69	21yrs	156
Inflation in the US	r=0.63	31yrs	156
Ticket prices at North American movie theaters	r=0.66	22yrs	155
Christmas Price Index in the United States	r=0.62	31yrs	155
Automotive recalls issued by BMW of North America	r=0.55	32yrs	155
Automotive recalls issued by Hyundai Motor America	r=0.55	32yrs	155
USA Population	r=0.61	32yrs	154
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.57	32yrs	154
Number of Lawyers in the United States	r=0.56	32yrs	154
Gasoline Prices in the US	r=0.58	32yrs	153
Total budget of Marvel comic-based films released	r=0.57	32yrs	152
Automotive recalls for issues with the Electrical System	r=0.55	32yrs	150
Electricity generation in Libya	r=0.71	31yrs	150
Golden State Warriors' Seasonal Total Wins	r=0.57	32yrs	148
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.6	22yrs	148
Automotive recalls issued by Mercedes-Benz USA	r=0.49	32yrs	146
Automotive recalls issued by Porsche	r=0.49	32yrs	146
Rogers Communications' stock price (RCI)	r=0.59	22yrs	146
Kellogg's stock price (K)	r=0.59	22yrs	146
Customer satisfaction with Costco	r=0.57	22yrs	145
Automotive recalls for issues with the Tires	r=0.51	32yrs	144
Automotive recalls issued by Volkswagen Group of America	r=0.48	32yrs	144
Fossil fuel use in Libya	r=0.71	31yrs	140
Mozzarella cheese consumption	r=0.7	27yrs	140
Popularity of the first name Layla	r=0.69	32yrs	135
Gasoline pumped in Kazakhstan	r=0.74	30yrs	130
Butter consumption	r=0.64	31yrs	126
How nerdy Steve Mould's YouTube video titles are	r=0.82	15yrs	125
Popularity of the first name Beatrice	r=0.69	32yrs	125
Petroluem consumption in Turks and Caicos Islands	r=0.76	27yrs	120
TC Energy's stock price (TRP)	r=0.59	22yrs	115
How geeky Steve Mould's YouTube video titles are	r=0.81	15yrs	114
Popularity of the first name Lucas	r=0.68	32yrs	114
Natural cheese consumption	r=0.7	27yrs	113
Gasoline pumped in Sao Tome and Principe	r=0.71	31yrs	107
Edison International's stock price (EIX)	r=0.58	22yrs	105
Popularity of the first name Lucy	r=0.68	32yrs	104
Annual Revenue of Walt Disney Company	r=0.57	32yrs	102
How professional-sounding Steve Mould's YouTube video titles are	r=0.8	15yrs	102
US milk fat used to produce whey products (net)	r=0.68	22yrs	95
US Shoe Store Sales	r=0.59	30yrs	95
Popularity of the first name Lucia	r=0.68	32yrs	94
How fun Steve Mould's YouTube video titles are	r=0.79	15yrs	90
US Annual Tax Revenue	r=0.57	31yrs	88
Popularity of the first name Rex	r=0.68	32yrs	84
Intel Corporation's annual revenue	r=0.56	32yrs	82
How trendy Steve Mould's YouTube video titles are	r=0.79	15yrs	80
Number of firearms manufactured in the US	r=0.56	31yrs	76
Yogurt consumption	r=0.63	31yrs	74
Popularity of the first name Liliana	r=0.67	32yrs	72
Total likes of SciShow Space YouTube videos	r=0.65	10yrs	70
Nuclear power generation in Canada	r=0.69	31yrs	67
Popularity of the first name Liana	r=0.67	32yrs	62
How good Steve Mould's YouTube video titles are	r=0.78	15yrs	59
Biomass power generated in Hungary	r=0.69	31yrs	57
Popularity of the first name Valentina	r=0.67	32yrs	52
How cool Steve Mould's YouTube video titles are	r=0.77	15yrs	48
Renewable energy production in Congo-Kinshasa	r=0.68	31yrs	46
Popularity of the first name Lia	r=0.67	32yrs	42
Total length of AsapSCIENCE YouTube videos	r=0.62	12yrs	37
Hydopower energy generated in Congo-Kinshasa	r=0.68	31yrs	36
Popularity of the first name Lana	r=0.67	32yrs	32
How insightful Steve Mould's YouTube video titles are	r=0.76	15yrs	26
Petroluem consumption in Palestinian Territories	r=0.74	25yrs	26
Popularity of the first name Jude	r=0.67	32yrs	22
Renewable energy production in Bhutan	r=0.67	31yrs	14
Popularity of the first name Rocky	r=0.67	32yrs	12
Hydopower energy generated in Bhutan	r=0.67	31yrs	4
Popularity of the first name Henry	r=0.66	32yrs	0
Renewable energy production in Central African Republic	r=0.67	31yrs	-6
Popularity of the first name Vivian	r=0.66	32yrs	-10
Popularity of the first name Genevieve	r=0.66	32yrs	-20
Popularity of the first name Lena	r=0.66	32yrs	-30

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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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