Top variables that correlate with Air pollution in Minneapolis

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

Variable	Correlation	Years	Sys. Score
Global iPod Sales	r=0.91	9yrs	313
UK Public Library Count	r=0.89	12yrs	278
Median Weekly Earnings of Self-Employed Workers in the UK	r=0.86	11yrs	273
Average number of milk cows in the United States	r=0.67	43yrs	248
Petroluem consumption in Albania	r=0.83	42yrs	246
Petroluem consumption in Somalia	r=0.82	42yrs	244
Petroluem consumption in Bulgaria	r=0.76	42yrs	236
Popularity of the first name Elisha	r=0.78	43yrs	220
Popularity of the first name Ben	r=0.77	43yrs	218
Popularity of the first name Jason	r=0.74	43yrs	214
US Highway Vehicle Gasoline Consumption	r=0.8	29yrs	210
Kerosene used in U.S. Pacific Islands	r=0.76	42yrs	206
Highway diesel consumption in US	r=0.85	20yrs	206
US average milk-fat content of cottage cheese	r=0.84	22yrs	206
US household spending on clothin for women	r=0.81	23yrs	206
US household spending on clothing	r=0.8	23yrs	204
Liquefied petroleum gas used in Lithuania	r=0.82	31yrs	194
The number of university fitness studies teachers in Minnesota	r=0.81	20yrs	192
The number of travel agents in Minnesota	r=0.79	20yrs	190
US production of cottage cheese	r=0.77	22yrs	188
The number of salespeople in Minnesota	r=0.78	20yrs	188
Popularity of the first name Heidi	r=0.74	43yrs	184
Electricity generation in Romania	r=0.71	42yrs	181
Popularity of the first name Johanna	r=0.74	43yrs	174
GMO use in cotton	r=0.78	23yrs	174
Liquefied petroleum gas used in Netherlands Antilles	r=0.73	42yrs	171
US birth rates of triplets or more	r=0.75	20yrs	171
Yearly Total Gross Income of US Farms	r=-0.84	23yrs	170
US household spending on postage and stationery	r=0.77	23yrs	170
US household spending on clothing for men	r=0.77	23yrs	170
The number of movies Bette Davis appeared in	r=0.58	44yrs	170
Global count of operating nuclear power plants	r=-0.65	43yrs	169
Number of Public Library Members in the UK	r=-0.93	12yrs	168
Ticket prices at North American movie theaters	r=-0.8	22yrs	166
US Wind Power Generation Capacity	r=-0.82	23yrs	166
Microsoft's Worldwide Earnings	r=-0.83	21yrs	165
US household spending on mortgage interest and charges	r=0.74	23yrs	165
Popularity of the first name Jermaine	r=0.74	43yrs	164
NCAA Women's Ice Hockey National Championship Winner's Score	r=0.73	22yrs	162
Gasoline pumped in Albania	r=0.72	42yrs	160
Google searches for 'shook'	r=0.72	20yrs	160
US dairy skim solids used to produce cottage cheese	r=0.77	22yrs	157
The number of counter and rental clerks in Minnesota	r=0.77	20yrs	156
Boston Celtics' annual draft pick count	r=0.54	43yrs	155
Popularity of the first name Jana	r=0.74	43yrs	154
Annual US household spending on processed vegetables	r=-0.88	23yrs	152
Total comments on 'Be Smart' science YouTube videos	r=0.66	11yrs	152
Liquefied petroleum gas used in Croatia	r=0.79	30yrs	148
The number of postal service mail carriers in Minnesota	r=0.76	20yrs	145
Popularity of the first name Belinda	r=0.74	43yrs	144
Jet fuel used in Fiji	r=0.7	42yrs	136
The number of data entry keyers in Minnesota	r=0.76	20yrs	135
Popularity of the first name Stacy	r=0.73	43yrs	132
US production of butter	r=-0.82	22yrs	125
Biomass power generated in Panama	r=0.66	42yrs	124
Popularity of the first name Shaun	r=0.73	43yrs	122
US milk fat used to produce butter	r=-0.82	22yrs	115
Kerosene used in Bolivia	r=0.68	42yrs	114
Popularity of the first name Annette	r=0.73	43yrs	112
The number of transportation, storage, and distribution managers in Minnesota	r=-0.89	20yrs	110
Cigarette Smoking Rate for US adults	r=0.72	21yrs	110
Kerosene used in Mexico	r=0.7	40yrs	104
US dairy skim solids used to produce butter	r=-0.82	22yrs	104
U.S. intercountry adoptions	r=0.7	23yrs	104
Popularity of the first name Lara	r=0.73	43yrs	102
The number of tax preparers in Minnesota	r=-0.86	20yrs	97
Kerosene used in Romania	r=0.68	42yrs	94
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.76	22yrs	94
US Tobacco Production	r=0.67	23yrs	94
Popularity of the first name Mandy	r=0.73	43yrs	92
The number of social and community service managers in Minnesota	r=-0.84	20yrs	85
China's Rare Earth Element Export Volume	r=0.84	11yrs	85
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.76	22yrs	84
Kerosene used in Turkiye	r=0.67	43yrs	83
Popularity of the first name Heath	r=0.73	43yrs	82
The number of personal financial advisors in Minnesota	r=-0.84	20yrs	75
US average milk-fat content of frozen dairy products	r=0.76	22yrs	74
Kerosene used in United States	r=0.67	43yrs	73
Popularity of the first name Latoya	r=0.73	43yrs	72
The number of physician assistants in Minnesota	r=-0.84	20yrs	65
Gasoline pumped in Somalia	r=0.67	42yrs	62
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.75	22yrs	62
Popularity of the first name Amy	r=0.72	43yrs	60
The number of locker room attendants in Minnesota	r=0.76	20yrs	55
Gasoline pumped in Bulgaria	r=0.66	42yrs	50
Popularity of the first name Angela	r=0.72	43yrs	50
US milk fat used to produce fluid beverage milk	r=0.7	22yrs	48
The number of receptionists in Minnesota	r=0.75	20yrs	45
Liquefied petroleum gas used in Guyana	r=0.66	42yrs	40
Popularity of the first name Valerie	r=0.72	43yrs	40
US production of fluid beverage milk	r=0.68	22yrs	35
The number of bill collectors in Minnesota	r=0.74	20yrs	34
Popularity of the first name Latasha	r=0.72	43yrs	30
Liquefied petroleum gas used in Slovakia	r=0.72	30yrs	28
The number of office clerks in Minnesota	r=0.75	20yrs	24
Popularity of the first name Amie	r=0.72	43yrs	20
The number of electronics engineers in Minnesota	r=0.74	20yrs	12
The number of authors in Minnesota	r=0.7	20yrs	-2
The number of dishwashers in Minnesota	r=0.71	20yrs	-12
The number of switchboard operators in Minnesota	r=0.71	20yrs	-22
The number of file clerks in Minnesota	r=0.71	20yrs	-32

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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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