Top variables that correlate with Air pollution in Muskegon, Michigan

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Data source: Environmental Protection Agency
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Air pollution in Muskegon, Michigan correlates with...

Variable	Correlation	Years	Sys. Score
The number of animal control workers in Michigan	r=0.89	20yrs	340
The number of janitors and cleaners in Michigan	r=0.88	20yrs	338
United States music album sales	r=0.89	16yrs	336
The number of CEOs in Michigan	r=0.86	20yrs	336
GMO use in cotton	r=0.88	23yrs	324
US household spending on mortgage interest and charges	r=0.86	23yrs	318
The number of computer programmers in Michigan	r=0.86	20yrs	306
The number of prepress technicians and workers in Michigan	r=0.85	20yrs	294
Associates degrees awarded in Criminal justice and corrections	r=0.86	11yrs	258
The divorce rate in Michigan	r=0.8	23yrs	246
Lloyds Banking Group's stock price (LYG)	r=0.8	22yrs	243
Gasoline pumped in Finland	r=0.77	43yrs	238
Kerosene used in India	r=0.78	42yrs	238
Kerosene used in Bangladesh	r=0.76	42yrs	236
US birth rates of triplets or more	r=0.82	20yrs	232
U.S. intercountry adoptions	r=0.82	23yrs	227
Popularity of the first name Alyssa	r=0.83	43yrs	227
Popularity of the first name Donavan	r=0.83	43yrs	227
Cigarette Smoking Rate for US adults	r=0.83	21yrs	226
Physical album shipment volume in the United States	r=0.81	24yrs	226
Popularity of the first name Trent	r=0.82	43yrs	226
US production of fluid beverage milk	r=0.8	22yrs	223
Ice cream consumption	r=0.78	32yrs	218
Sherbet consumption	r=0.74	32yrs	212
AIG's stock price (AIG)	r=0.78	22yrs	210
Asthma attacks in American children	r=0.73	23yrs	208
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.77	22yrs	208
US household spending on fresh milk and cream	r=0.82	23yrs	207
US household spending on postage and stationery	r=0.82	23yrs	207
US household spending on prescription drugs	r=0.82	23yrs	207
Gasoline pumped in Denmark	r=0.74	43yrs	204
Popularity of the first name Allyssa	r=0.82	43yrs	196
Gasoline pumped in Portugal	r=0.74	43yrs	194
Viewership count of American Idol Season Finale	r=0.78	21yrs	194
US music album sales	r=0.83	16yrs	192
Google searches for 'how to immigrate to canada'	r=-0.83	20yrs	190
Automotive recalls issued by Keystone RV Company	r=-0.77	25yrs	188
Emmy Awards Ceremony viewership	r=0.66	36yrs	186
Google searches for 'i have the flu'	r=-0.84	20yrs	186
Asthma prevalence in American children	r=0.75	17yrs	185
Gasoline pumped in Switzerland	r=0.74	43yrs	184
Popularity of the first name Edgar	r=0.81	43yrs	184
Asthma attacks in American children	r=0.7	23yrs	184
Asthma attacks in American children	r=0.7	23yrs	184
Number of edits to the Wikipedia article for Thanksgiving	r=0.75	16yrs	184
The number of bill collectors in Michigan	r=0.85	20yrs	180
Aggregate score of winning team in Copa Libertadores Finals	r=0.65	35yrs	180
US Employment Rate	r=0.64	33yrs	180
Automotive recalls for issues with Vehicle Speed Control	r=0.56	43yrs	178
Barclays' stock price (BCS)	r=0.76	22yrs	177
GMO use in corn grown in Michigan	r=0.77	24yrs	176
Popularity of the first name Allyson	r=0.81	43yrs	174
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.83	22yrs	174
Liquefied petroleum gas used in Australia	r=0.72	43yrs	170
The number of maintenance workers, machinery in Michigan	r=0.85	20yrs	168
Popularity of the first name Estevan	r=0.81	43yrs	164
Citigroup's stock price (C)	r=0.74	22yrs	164
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.82	22yrs	163
Petroluem consumption in Japan	r=0.72	43yrs	160
Popularity of the first name Elyssa	r=0.81	43yrs	154
Gasoline pumped in Luxembourg	r=0.71	43yrs	149
Popularity of the first name Luis	r=0.8	43yrs	142
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.79	22yrs	140
Petroluem consumption in Portugal	r=0.71	43yrs	139
3M Company's stock price (MMM)	r=-0.83	22yrs	136
Popularity of the first name Gabrielle	r=0.8	43yrs	132
Nuclear power generation in Germany	r=0.75	31yrs	126
Cognizant Technology Solutions' stock price (CTSH)	r=-0.82	22yrs	125
The number of postmasters in Michigan	r=0.82	20yrs	124
US production of cottage cheese	r=0.74	22yrs	124
Popularity of the first name Katelyn	r=0.8	43yrs	122
Petroluem consumption in Greece	r=0.69	43yrs	116
US dairy skim solids used to produce cottage cheese	r=0.75	22yrs	114
Dominion Energy's stock price (D)	r=-0.81	22yrs	114
Popularity of the first name Jasmin	r=0.8	43yrs	112
The number of painting, coating, and decorating workers in Michigan	r=0.81	20yrs	112
Gasoline pumped in Croatia	r=0.77	30yrs	105
Realty Income's stock price (O)	r=-0.8	22yrs	103
Popularity of the first name Kaleigh	r=0.8	43yrs	102
The number of forging machine setters, operators, and tenders, metal and plastic in Michigan	r=0.8	20yrs	101
Jet fuel used in Saint Vincent/Grenadines	r=0.8	24yrs	94
Popularity of the first name Alysa	r=0.8	43yrs	92
The number of postal service machine operators in Michigan	r=0.79	20yrs	90
General Electric's stock price (GE)	r=0.69	22yrs	90
Popularity of the first name Alyssia	r=0.8	43yrs	82
Electricity generation in U.S. Virgin Islands	r=0.65	42yrs	82
The number of fast food cooks in Michigan	r=0.78	20yrs	78
Popularity of the first name Keara	r=0.8	43yrs	72
Fossil fuel use in U.S. Virgin Islands	r=0.65	42yrs	72
The number of cooks, short order in Michigan	r=0.78	20yrs	68
Popularity of the first name Kayle	r=0.8	43yrs	62
Kerosene used in Nepal	r=0.67	42yrs	62
The number of real estate agents in Michigan	r=0.77	20yrs	58
Popularity of the first name Alexandre	r=0.8	43yrs	52
Gasoline pumped in Spain	r=0.66	43yrs	52
The number of switchboard operators in Michigan	r=0.77	20yrs	46
Popularity of the first name Carlos	r=0.79	43yrs	41
Fossil fuel use in Macau	r=0.63	42yrs	39
The number of human resources assistants in Michigan	r=0.76	20yrs	35
Popularity of the first name Jorge	r=0.79	43yrs	31
Nuclear power generation in United Kingdom	r=0.63	42yrs	29

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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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