Top variables that correlate with Air quality in Flint, Michigan

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

Variable	Correlation	Years	Sys. Score
Biomass power generated in Sri Lanka	r=0.85	17yrs	302
Public Library Website Visits in the UK	r=0.9	8yrs	296
The number of phlebotomists in Michigan	r=0.86	11yrs	278
The number of movies Anya Taylor-Joy appeared in	r=0.88	10yrs	266
Patents granted to Amazon	r=0.89	9yrs	264
Biomass power generated in India	r=0.85	23yrs	233
Total employee count at Continental AG	r=0.84	24yrs	232
Liquefied petroleum gas used in Kazakhstan	r=0.82	30yrs	232
U.S. direct investment abroad	r=0.83	22yrs	229
Ticket prices at North American movie theaters	r=0.81	22yrs	228
US production of cheese (other than cottage cheese)	r=0.82	22yrs	226
US milk fat used to produce cheese (excluding cottage cheese)	r=0.82	22yrs	226
Economic output of Washington metro area	r=0.82	21yrs	225
US Wind Power Generation Capacity	r=0.8	23yrs	224
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.82	22yrs	224
Adidas Group's Global Net Sales	r=0.79	23yrs	220
Google searches for 'how to immigrate to canada'	r=0.8	20yrs	217
Google searches for 'President phone number'	r=0.78	20yrs	212
Annual US household spending on laundry and cleaning supplies	r=0.85	23yrs	212
US household spending on healthcare	r=0.84	23yrs	210
US household spending on health insurance	r=0.84	23yrs	210
US Tree Nut Consumption per Person	r=0.83	22yrs	208
GMO use in cotton	r=0.81	23yrs	208
Automotive recalls issued by Keystone RV Company	r=0.72	25yrs	208
Google searches for 'i have the flu'	r=0.77	20yrs	208
Popularity of the first name Warren	r=0.7	43yrs	208
Popularity of the first name Clyde	r=0.7	43yrs	208
US household spending on fresh fruits	r=0.83	23yrs	208
Annual US household spending on health insurance	r=0.82	23yrs	207
US household spending on fresh vegetables	r=0.82	23yrs	207
US household spending on rented dwellings	r=0.82	23yrs	207
Annual US household spending on telephone services	r=0.81	23yrs	206
Annual US household spending on healthcare	r=0.81	23yrs	206
US per-person consumption of bottled water	r=0.8	24yrs	205
Customer satisfaction with American Airlines	r=0.69	28yrs	204
Annual US household spending on fresh fruits	r=0.8	23yrs	204
Popularity of the first name Roland	r=0.67	43yrs	203
The distance between Saturn and the Sun	r=0.63	44yrs	201
The distance between Saturn and Earth	r=0.63	44yrs	201
The distance between Saturn and the moon	r=0.63	44yrs	201
Customer satisfaction with Southwest Airlines	r=0.67	28yrs	201
Wind power generated in Czechia	r=0.84	22yrs	200
Grocery store spend in Michigan	r=0.78	24yrs	200
Food spending in Michigan	r=0.77	24yrs	199
Global annual electricity generation	r=0.84	18yrs	195
University Lecturer salaries in the US	r=0.81	13yrs	193
US milk fat used to produce yogurt	r=0.8	22yrs	193
Total Revenue of the NFL Teams	r=0.81	20yrs	192
Global Net Sales for Walmart	r=0.83	17yrs	192
The number of respiratory therapists in Michigan	r=0.8	20yrs	191
Global revenue generated by Adidas	r=0.81	17yrs	190
Customer satisfaction with TJ Maxx	r=0.82	14yrs	190
The number of paralegals in Michigan	r=0.79	18yrs	189
Hydopower energy generated in Greenland	r=0.82	23yrs	188
Wind power generated in Taiwan	r=0.82	22yrs	178
Muenster cheese consumption	r=0.79	27yrs	174
The distance between Saturn and Mercury	r=0.62	44yrs	170
Popularity of the first name Wesley	r=0.65	43yrs	170
Biomass power generated in Zambia	r=0.82	22yrs	168
Petroluem consumption in Kazakhstan	r=0.79	30yrs	158
Popularity of the first name Arthur	r=0.64	43yrs	158
The number of social and community service managers in Michigan	r=0.77	20yrs	156
US average milk-fat content of cheese (other than cottage cheese)	r=0.83	22yrs	154
Annual US household spending on fresh vegetables	r=0.8	23yrs	154
US Bottled Water Consumption per Person	r=0.81	24yrs	152
Annual US household spending on rented dwellings	r=0.8	23yrs	149
Popularity of the first name Lewis	r=0.64	43yrs	148
The number of social work teachers in Michigan	r=0.77	20yrs	146
Biomass power generated in Lithuania	r=0.82	21yrs	146
US average dairy skim-solid content of yogurt, nonfrozen	r=0.83	22yrs	144
Revenue of US Broadcasting Industry	r=0.83	17yrs	142
Annual US household spending on poultry	r=0.79	23yrs	142
Annual US household spending on fruits and vegetables	r=0.79	23yrs	137
Popularity of the first name Jolene	r=0.63	43yrs	137
The number of medical assistants in Michigan	r=0.77	20yrs	136
Wind power generated in Turkiye	r=0.79	24yrs	135
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.81	22yrs	133
Annual US household spending on pets, toys, and hobbies	r=0.79	23yrs	132
Popularity of the first name Blair	r=0.62	43yrs	126
Gasoline pumped in Comoros	r=0.8	24yrs	124
US average dairy skim-solid content of yogurt, nonfrozen	r=0.8	22yrs	120
Geothermal power generated in France	r=0.85	11yrs	116
Gasoline pumped in Palestinian Territories	r=0.79	25yrs	113
US production of sour cream	r=0.79	22yrs	102
Solar power generated in Bangladesh	r=0.76	25yrs	102
US milk fat used to produce dry milk products	r=0.79	22yrs	92
Wind power generated in Switzerland	r=0.76	26yrs	92
US production of dry milk products (net)	r=0.78	22yrs	80
Gasoline pumped in Argentina	r=0.64	42yrs	78
US milk fat used to produce whey products (net)	r=0.77	22yrs	68
Liquefied petroleum gas used in The Bahamas	r=0.64	42yrs	68
US milk fat used to produce sour cream	r=0.77	22yrs	58
US dairy skim solids used to produce dry milk products	r=0.78	22yrs	48
US dairy skim solids used to produce yogurt, nonfrozen	r=0.78	22yrs	38
US production of butter	r=0.76	22yrs	27
Biomass power generated in Papua New Guinea	r=0.79	22yrs	23
US milk fat used to produce butter	r=0.76	22yrs	17
Wind power generated in Morocco	r=0.78	22yrs	12
US dairy skim solids used to produce sour cream	r=0.77	22yrs	7
Wind power generated in Tunisia	r=0.78	22yrs	2
US dairy skim solids used to produce butter	r=0.76	22yrs	-4

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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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