Top variables that correlate with Air quality in Rochester, Minnesota

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Data source: Environmental Protection Agency
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Air quality in Rochester, Minnesota correlates with...

Variable	Correlation	Years	Sys. Score
Customer satisfaction with TJ Maxx	r=0.92	14yrs	390
Gasoline pumped in Timor-Leste	r=0.88	19yrs	336
Wind power generated in Bulgaria	r=0.85	18yrs	333
China's Annual Passenger Car Production	r=0.85	18yrs	332
The number of biolmedical engineers in Minnesota	r=0.86	16yrs	301
US Biomass Energy Production	r=0.85	17yrs	300
Total likes of SciShow Space YouTube videos	r=0.86	10yrs	286
Public Library Website Visits in the UK	r=0.85	8yrs	258
How good Deep Look YouTube video titles are	r=0.85	10yrs	244
Total annual sales revenue of Ford Motors in Canada	r=0.84	19yrs	228
The number of restaurant cooks in Minnesota	r=0.84	20yrs	227
The number of marketing managers in Minnesota	r=0.83	20yrs	226
Electricity generation in Afghanistan	r=0.66	42yrs	224
Customer satisfaction with Dillard's	r=0.71	27yrs	206
Customer satisfaction with Apple	r=0.68	28yrs	202
Jet fuel used in Timor-Leste	r=0.83	19yrs	193
Customer satisfaction with Sprint	r=0.79	17yrs	188
Customer satisfaction with Motorola	r=0.77	18yrs	186
Number of Botox Injections Administered to Women	r=0.72	23yrs	182
Kerosene used in Falkland Islands	r=0.77	26yrs	181
Customer satisfaction with Publix	r=0.65	27yrs	177
Customer satisfaction with Sam's Club	r=0.65	25yrs	175
Hispanic cheese consumption	r=0.73	26yrs	174
GMO use in soybeans	r=0.75	23yrs	172
GMO use in soybeans	r=0.75	23yrs	172
GMO use in soybeans in Minnesota	r=0.74	23yrs	171
Average number of comments on CGP Grey YouTube videos	r=0.77	13yrs	170
Liquefied petroleum gas used in Moldova	r=0.75	27yrs	169
Global Apple iPhone Sales in Q3	r=0.84	12yrs	169
Percentage of Americans with social media profiles	r=0.8	14yrs	166
Rolls-Royce annual production volume	r=0.78	17yrs	166
US imports of non-edible fishery product	r=0.78	17yrs	165
The number of graphic designers in Minnesota	r=0.81	20yrs	164
Torii Hunter's Hit Count	r=0.79	18yrs	164
US average dairy skim-solid content of dry milk products (net)	r=0.76	22yrs	164
Popularity of the first name Tyra	r=-0.82	43yrs	164
Popularity of the first name Odalis	r=-0.81	43yrs	164
Global annual electricity generation	r=0.75	18yrs	162
Popularity of the first name Tatyana	r=-0.79	43yrs	162
Number of edits to the Wikipedia article for Dunning Kruger effect	r=0.69	18yrs	162
Global Net Sales for Walmart	r=0.73	17yrs	158
The number of logisticians in Minnesota	r=0.83	18yrs	154
Visitors to Universal Orlando's Islands of Adventure	r=0.64	15yrs	152
Viewership of "The Big Bang Theory"	r=0.79	12yrs	151
Customer satisfaction with Verizon	r=0.63	18yrs	150
The number of respiratory therapists in Minnesota	r=0.81	20yrs	142
GMO use in soybeans in Minnesota	r=0.74	23yrs	141
Total length of SciShow Space YouTube videos	r=0.74	10yrs	133
Popularity of the first name Daja	r=-0.8	43yrs	132
The number of industrial production managers in Minnesota	r=0.8	20yrs	131
Petroluem consumption in Timor-Leste	r=0.8	19yrs	128
Popularity of the first name Dejah	r=-0.79	43yrs	122
The number of sales managers in Minnesota	r=0.79	20yrs	120
The average number of likes on Extra History YouTube videos	r=-0.9	12yrs	119
Electricity generation in Namibia	r=0.71	27yrs	116
Popularity of the first name Kordell	r=-0.81	42yrs	112
The number of aerospace engineers in Minnesota	r=0.79	20yrs	110
Revenue of US Broadcasting Industry	r=0.74	17yrs	109
The average number of likes on AsapSCIENCE YouTube videos	r=0.7	12yrs	109
Petroluem consumption in Palestinian Territories	r=0.74	25yrs	106
Amount spent on Pet Gifts on Valentine's Day in the US	r=0.83	9yrs	101
The number of medical assistants in Minnesota	r=0.79	20yrs	100
Popularity of the first name Shania	r=-0.78	43yrs	100
Total comments on SciShow Space YouTube videos	r=0.7	10yrs	97
Petroluem consumption in Turks and Caicos Islands	r=0.73	27yrs	96
Annual Revenue of the Lego Group	r=0.7	20yrs	96
The number of OSHA specialists in Minnesota	r=0.8	19yrs	90
Popularity of the first name Deja	r=-0.78	43yrs	90
Number of Public Library Members in the UK	r=0.81	12yrs	86
Jet fuel used in Botswana	r=0.67	34yrs	84
Popularity of the first name Odalys	r=-0.77	43yrs	80
The number of statisticians in Minnesota	r=0.77	20yrs	78
Number of Walmart stores worldwide	r=0.76	15yrs	78
Kerosene used in Mauritius	r=-0.8	42yrs	72
Popularity of the first name Jailene	r=-0.89	31yrs	70
The number of sonographers in Minnesota	r=0.77	20yrs	68
Popularity of the first name Daria	r=-0.78	43yrs	60
The number of customer service representatives in Minnesota	r=0.77	20yrs	56
Hydopower energy generated in Turkmenistan	r=-0.84	30yrs	56
Popularity of the first name Idalis	r=-0.8	40yrs	50
The number of pharmacy technicians in Minnesota	r=0.76	20yrs	45
Jet fuel used in Malawi	r=-0.72	42yrs	44
Popularity of the first name Bayley	r=-0.8	41yrs	40
Kerosene used in South Africa	r=-0.7	42yrs	32
Popularity of the first name Malik	r=-0.75	43yrs	28
Solar power generated in Gambia	r=0.8	17yrs	20
The number of cooks, short order in Minnesota	r=-0.88	20yrs	19
Popularity of the first name Alexus	r=-0.76	42yrs	18
Kerosene used in Guyana	r=-0.69	42yrs	10
The number of postal service machine operators in Minnesota	r=-0.88	20yrs	9
Popularity of the first name Chandler	r=-0.73	43yrs	6
Kerosene used in South Korea	r=-0.68	43yrs	0
The number of travel agents in Minnesota	r=-0.86	20yrs	-3
Popularity of the first name Jocelyne	r=-0.74	43yrs	-4
Gasoline pumped in Turkiye	r=-0.67	43yrs	-10
The number of office clerks in Minnesota	r=-0.86	20yrs	-13
Popularity of the first name Juwan	r=-0.73	43yrs	-14
The number of septic tank servicers and sewer pipe cleaners in Minnesota	r=0.76	20yrs	-24
Kerosene used in Sudan	r=-0.65	42yrs	-24
Popularity of the first name Chyna	r=-0.74	43yrs	-24
Popularity of the first name Shaye	r=-0.73	43yrs	-34

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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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