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
Total employee count at Continental AG	r=0.86	24yrs	340
Wind power generated in Czechia	r=0.86	22yrs	338
The number of registered nurses in Michigan	r=0.87	18yrs	334
Public Library Website Visits in the UK	r=0.87	8yrs	261
Total sales of commercial vehicles in China	r=0.88	7yrs	257
Total number of passenger vehicles sold in China	r=0.87	7yrs	256
Master's degrees awarded in consumer sciences	r=0.85	10yrs	242
Biomass power generated in India	r=0.85	23yrs	233
Biomass power generated in Rwanda	r=0.84	22yrs	230
The number of medical assistants in Michigan	r=0.84	20yrs	227
The number of property association managers in Michigan	r=0.83	20yrs	226
US milk fat used to produce yogurt	r=0.8	22yrs	223
Blue cheese consumption	r=0.81	27yrs	217
Muenster cheese consumption	r=0.81	27yrs	217
GMO use in corn	r=0.78	24yrs	208
Fomento Econ's stock price (FMX)	r=0.77	22yrs	208
Customer satisfaction with Southwest Airlines	r=0.72	28yrs	208
Customer satisfaction with Kroger	r=0.72	27yrs	208
US household spending on rented dwellings	r=0.82	23yrs	207
GMO use in cotton	r=0.79	23yrs	206
Google searches for 'i have the flu'	r=0.76	20yrs	206
RTX Corp's stock price (RTX)	r=0.75	22yrs	206
The distance between Saturn and the Sun	r=0.66	44yrs	206
The distance between Saturn and Earth	r=0.66	44yrs	206
The distance between Saturn and the moon	r=0.66	44yrs	206
Food spending in Michigan	r=0.81	24yrs	205
Grocery store spend in Michigan	r=0.81	24yrs	205
Restaurant spending in Michigan	r=0.79	24yrs	205
Simon Property Group's stock price (SPG)	r=0.74	22yrs	204
US household spending on fresh fruits	r=0.8	23yrs	204
Popularity of the first name Lionel	r=0.67	43yrs	203
Wind power generated in Falkland Islands	r=0.83	22yrs	199
Google searches for 'headache remedies'	r=0.82	20yrs	196
U.S. direct investment abroad	r=0.78	22yrs	192
Total Revenue of the NFL Teams	r=0.81	20yrs	192
Google searches for 'scooby doo where are you'	r=0.79	20yrs	191
Wind power generated in Taiwan	r=0.83	22yrs	189
UK Service Retail Price Index	r=0.79	19yrs	187
Economic output of Washington metro area	r=0.76	21yrs	186
Adidas Group's Global Net Sales	r=0.77	23yrs	186
Automotive recalls issued by Keystone RV Company	r=0.7	25yrs	186
Total Federal Construction Expenditure in the United States	r=0.73	24yrs	184
Customer satisfaction with Dillard's	r=0.67	27yrs	180
Customer satisfaction with HP	r=0.66	28yrs	180
Biomass power generated in Zambia	r=0.83	22yrs	179
GMO use in corn grown in Michigan	r=0.78	23yrs	177
The distance between Saturn and Mercury	r=0.65	44yrs	174
The number of movies Lily Collins appeared in	r=0.73	25yrs	173
Rogers Communications' stock price (RCI)	r=0.73	22yrs	172
Annual US household spending on telephone services	r=0.78	23yrs	171
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.8	22yrs	170
Customer satisfaction with Apple	r=0.6	28yrs	170
Hydopower energy generated in Sierra Leone	r=0.81	22yrs	166
The number of paralegals in Michigan	r=0.84	18yrs	166
The distance between Saturn and Venus	r=0.62	44yrs	160
Google searches for 'how to make baby'	r=0.77	20yrs	158
Biomass power generated in Slovenia	r=0.8	23yrs	156
The number of mechanical engineers in Michigan	r=0.82	20yrs	154
US production of butter	r=0.79	22yrs	152
AIG's stock price (AIG)	r=-0.82	22yrs	145
GMO use in corn grown in Michigan	r=0.75	24yrs	144
Jet fuel used in Sao Tome and Principe	r=0.81	22yrs	143
US milk fat used to produce butter	r=0.79	22yrs	142
The number of financial services sales agents in Michigan	r=0.77	20yrs	136
Citigroup's stock price (C)	r=-0.81	22yrs	134
Electricity generation in Kazakhstan	r=0.73	30yrs	132
US production of sour cream	r=0.78	22yrs	130
GMO use in corn	r=0.73	24yrs	130
Lloyds Banking Group's stock price (LYG)	r=-0.81	22yrs	124
Wind power generated in Switzerland	r=0.76	26yrs	122
US milk fat used to produce whey products (net)	r=0.78	22yrs	120
Gasoline pumped in Cook Islands	r=0.8	22yrs	112
US dairy skim solids used to produce butter	r=0.79	22yrs	110
Enbridge's stock price (ENB)	r=0.71	22yrs	110
Liquefied petroleum gas used in Puerto Rico	r=0.67	42yrs	102
Banco Bradesco's stock price (BBD)	r=0.71	22yrs	100
US production of cheese (other than cottage cheese)	r=0.76	22yrs	97
Liquefied petroleum gas used in Germany	r=0.73	32yrs	91
US milk fat used to produce cheese (excluding cottage cheese)	r=0.76	22yrs	87
Altria Group's stock price (MO)	r=0.68	22yrs	85
Gasoline pumped in Argentina	r=0.66	42yrs	80
US dairy skim solids used to produce yogurt, nonfrozen	r=0.77	22yrs	77
TC Energy's stock price (TRP)	r=0.69	22yrs	75
Gasoline pumped in Kazakhstan	r=0.74	30yrs	70
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.76	22yrs	66
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.68	22yrs	65
Liquefied petroleum gas used in Kazakhstan	r=0.71	30yrs	56
US production of dry milk products (net)	r=0.74	22yrs	54
British American Tobacco p.l.c.'s stock price (BTI)	r=0.67	22yrs	54
US production of yogurt, nonfrozen	r=0.74	22yrs	44
Dominion Energy's stock price (D)	r=0.67	22yrs	44
US milk fat used to produce sour cream	r=0.74	22yrs	34
Itaú Unibanco Holding's stock price (ITUB)	r=0.67	21yrs	32
Hydopower energy generated in Greenland	r=0.78	23yrs	22
US dairy skim solids used to produce dry milk products	r=0.74	22yrs	22
Realty Income's stock price (O)	r=0.66	22yrs	22
Biomass power generated in Papua New Guinea	r=0.78	22yrs	12
US dairy skim solids used to produce sour cream	r=0.74	22yrs	12
ONEOK's stock price (OKE)	r=0.66	22yrs	12
Equity Residential's stock price (EQR)	r=0.66	22yrs	2
Solar power generated in Gambia	r=0.81	17yrs	1

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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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