Top variables that correlate with Air quality in Kansas City, Missouri

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Data source: Environmental Protection Agency
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Air quality in Kansas City, Missouri correlates with...

Variable	Correlation	Years	Sys. Score
Solar power generated in Madagascar	r=0.91	12yrs	336
Patents granted to Intel	r=0.92	12yrs	336
US Bottled Water Consumption per Person	r=0.85	24yrs	324
US per-person consumption of bottled water	r=0.85	24yrs	318
Annual US household spending on health insurance	r=0.85	23yrs	316
Solar power generated in Aruba	r=0.9	12yrs	304
Solar power generated in Kiribati	r=0.86	17yrs	304
The number of movies Lupita Nyong'o appeared in	r=0.87	16yrs	290
Patents granted to LG Electronics	r=0.88	12yrs	280
The number of market research analysts in Missouri	r=0.87	11yrs	278
Patents granted to Mitsubishi	r=0.87	12yrs	278
The number of computer network support specialists in Missouri	r=0.86	11yrs	246
Ryanair Holdings' stock price (RYAAY)	r=0.81	22yrs	244
Hormel Foods' stock price (HRL)	r=0.8	22yrs	243
Total employee count at Continental AG	r=0.83	24yrs	231
Google searches for 'smol'	r=0.84	20yrs	228
The number of producers and directors in Missouri	r=0.84	20yrs	227
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
The number of mobile heavy equipment mechanics in Missouri	r=0.83	20yrs	226
U.S. direct investment abroad	r=0.8	22yrs	224
US Wind Power Generation Capacity	r=0.8	23yrs	224
Total Revenue of the NFL Teams	r=0.82	20yrs	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=0.81	23yrs	222
Google searches for 'how to immigrate to canada'	r=0.82	20yrs	220
The Walt Disney Company's stock price (DIS)	r=0.77	22yrs	213
The distance between Saturn and Mercury	r=0.7	44yrs	212
Annual US household spending on laundry and cleaning supplies	r=0.85	23yrs	212
GMO use in corn grown in Missouri	r=0.8	24yrs	211
Google searches for 'President phone number'	r=0.77	20yrs	211
US Tree Nut Consumption per Person	r=0.85	22yrs	210
Annual US household spending on rented dwellings	r=0.84	23yrs	210
Annual US household spending on healthcare	r=0.84	23yrs	210
US household spending on healthcare	r=0.84	23yrs	210
US household spending on health insurance	r=0.84	23yrs	210
GMO use in corn	r=0.78	24yrs	208
The distance between Saturn and the Sun	r=0.68	44yrs	208
The distance between Saturn and Earth	r=0.68	44yrs	208
Annual US household spending on telephone services	r=0.83	23yrs	208
GMO use in cotton	r=0.79	23yrs	206
Annual US household spending on fresh vegetables	r=0.81	23yrs	206
Annual US household spending on housekeeping supplies	r=0.81	23yrs	206
Annual US household spending on pets, toys, and hobbies	r=0.81	23yrs	206
Popularity of the first name Blair	r=0.68	43yrs	204
Popularity of the first name Chanel	r=0.67	43yrs	203
Biomass power generated in Mozambique	r=0.84	22yrs	200
Popularity of the first name Wesley	r=0.63	43yrs	197
Popularity of the 'this is fine' meme	r=0.8	18yrs	196
Popularity of the 'pepe' meme	r=0.79	18yrs	195
University Lecturer salaries in the US	r=0.82	13yrs	194
Ticket prices at North American movie theaters	r=0.77	22yrs	192
Petroluem consumption in Micronesia	r=0.85	22yrs	189
Google searches for 'i have the flu'	r=0.78	20yrs	180
Altria Group's stock price (MO)	r=0.78	22yrs	180
Liquefied petroleum gas used in Samoa	r=0.85	22yrs	179
US average milk-fat content of cheese (other than cottage cheese)	r=0.85	22yrs	178
The distance between Saturn and the moon	r=0.68	44yrs	178
3M Company's stock price (MMM)	r=0.78	22yrs	170
Wind power generated in Morocco	r=0.82	22yrs	168
Popularity of the first name Akeem	r=0.63	43yrs	167
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.81	22yrs	163
The distance between Saturn and Venus	r=0.64	44yrs	162
Kroger's stock price (KR)	r=0.77	22yrs	160
Biomass power generated in India	r=0.8	23yrs	156
Popularity of the first name Forrest	r=0.62	43yrs	156
Annual US household spending on food	r=0.8	23yrs	154
Solar power generated in Burundi	r=0.89	12yrs	153
Annual US household spending on fresh fruits	r=0.8	23yrs	149
Constellation Brands' stock price (STZ)	r=0.77	22yrs	148
Biomass power generated in Latvia	r=0.82	21yrs	146
US household spending on rented dwellings	r=0.8	23yrs	144
Nuclear power generation in Iran	r=0.89	11yrs	142
Kimberly-Clark's stock price (KMB)	r=0.77	22yrs	138
Annual US household spending on poultry	r=0.79	23yrs	137
Biomass power generated in Lithuania	r=0.82	21yrs	136
Annual US household spending on housing	r=0.79	23yrs	132
Renewable energy production in Botswana	r=0.89	10yrs	131
Realty Income's stock price (O)	r=0.77	22yrs	128
Annual US household spending on other household products	r=0.79	23yrs	127
Gasoline pumped in Micronesia	r=0.83	22yrs	126
Annual US household spending on medical supplies	r=0.79	23yrs	122
Solar power generated in Botswana	r=0.89	10yrs	121
Biogen's stock price (BIIB)	r=0.77	22yrs	118
Annual US household spending on personal care products and services	r=0.79	23yrs	117
Petroluem consumption in Kazakhstan	r=0.75	30yrs	112
Annual US household spending on entertainment	r=0.78	23yrs	111
Solar power generated in North Macedonia	r=0.88	11yrs	110
Illumina's stock price (ILMN)	r=0.77	22yrs	108
Petroluem consumption in Lithuania	r=0.74	31yrs	102
Solar power generated in Kenya	r=0.86	12yrs	98
Comcast's stock price (CMCSA)	r=0.76	22yrs	97
Gilead Sciences' stock price (GILD)	r=0.76	22yrs	87
Solar power generated in Tanzania	r=0.85	12yrs	87
U.S. Bancorp's stock price (USB)	r=0.75	22yrs	76
Dominion Energy's stock price (D)	r=0.75	22yrs	66
Regeneron Pharmaceuticals' stock price (REGN)	r=0.74	22yrs	54
Becton, Dickinson and Company's stock price (BDX)	r=0.74	22yrs	44
Fidelity National Information Services' stock price (FIS)	r=0.74	22yrs	34
Royal Caribbean Cruises' stock price (RCL)	r=0.74	22yrs	24
Markel's stock price (MKL)	r=0.75	22yrs	14

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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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