Top variables that correlate with Air quality in Yakima, Washington

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Data source: Environmental Protection Agency
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Air quality in Yakima, Washington correlates with...

Variable	Correlation	Years	Sys. Score
US household spending on books	r=0.91	23yrs	356
Popularity of the first name Nautica	r=0.87	31yrs	326
Popularity of the first name Dajah	r=0.85	32yrs	324
US household spending on processed fruits	r=0.9	23yrs	324
US household spending on beef	r=0.88	23yrs	321
US household spending on meats, poultry, fish, and eggs	r=0.86	23yrs	318
US household spending on pork	r=0.85	23yrs	316
The divorce rate in Washington	r=0.82	23yrs	248
Gasoline pumped in Slovenia	r=0.85	31yrs	238
Per capita consumption of margarine	r=0.85	10yrs	236
Fossil fuel use in Slovakia	r=0.81	29yrs	233
Physical album shipment volume in the United States	r=0.85	24yrs	232
Carjackings in the US	r=0.76	27yrs	230
Jet fuel used in Uzbekistan	r=0.77	30yrs	225
Popularity of the first name Daija	r=0.83	37yrs	221
Total annual sales of Ford Motors in the United States	r=0.79	23yrs	220
US household spending on clothing	r=0.83	23yrs	208
US household spending on clothing for men	r=0.82	23yrs	207
Ice cream consumption	r=0.7	32yrs	206
US household spending on shoes	r=0.81	23yrs	206
US household spending on tobacco products and smoking supplies	r=0.81	23yrs	206
Customer satisfaction with Frontier Communications	r=0.69	28yrs	204
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.82	22yrs	203
US average milk-fat content of frozen dairy products	r=0.82	22yrs	203
Customer satisfaction with Verizon	r=0.68	28yrs	202
US household spending on poultry	r=0.79	23yrs	202
US birth rates of triplets or more	r=0.77	20yrs	194
Customer satisfaction with Apple	r=-0.84	28yrs	194
Nuclear power generation in Germany	r=0.72	31yrs	192
Career regular season goals scored by Sidney Crosby	r=0.78	21yrs	189
Popularity of the first name Lexus	r=0.84	33yrs	188
Customer satisfaction with Dillard's	r=-0.78	27yrs	188
US Employment Rate	r=0.67	33yrs	184
Petroluem consumption in Germany	r=0.74	32yrs	182
Customer satisfaction with Whirlpool	r=0.67	28yrs	181
Popularity of the first name Madisen	r=0.8	37yrs	176
Customer satisfaction with Walmart	r=0.64	27yrs	176
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.81	22yrs	172
Hollister retail store count worldwide	r=-0.87	23yrs	171
Kerosene used in Guinea	r=0.65	42yrs	169
Total Sales at Clothing and Accessories Stores	r=-0.74	31yrs	169
Disney movies released	r=0.7	23yrs	166
Inflation in the US	r=-0.74	31yrs	166
GMO use in cotton	r=0.73	23yrs	166
Total value of all $1 bills printed	r=0.65	33yrs	166
Popularity of the first name Malique	r=0.8	34yrs	164
Christmas Price Index in the United States	r=-0.72	31yrs	164
US Hospital Occupancy Rate	r=0.76	18yrs	163
US Tobacco Production	r=0.72	23yrs	162
The number of prepress technicians and workers in Washington	r=0.74	20yrs	162
Gasoline pumped in Croatia	r=0.72	30yrs	158
Popularity of the first name Caitlynn	r=0.76	38yrs	152
US household spending on clothin for women	r=0.79	23yrs	152
US milk fat used to produce fluid beverage milk	r=0.78	22yrs	150
Kerosene used in South Korea	r=0.64	43yrs	148
Popularity of the first name Lexis	r=0.73	41yrs	140
Petroluem consumption in Guam	r=0.63	42yrs	136
Popularity of the first name Raquan	r=0.76	36yrs	130
US milk fat used to produce sour cream	r=-0.88	22yrs	121
Popularity of the first name Daijah	r=0.77	33yrs	118
US household spending on prescription drugs	r=0.78	23yrs	116
US dairy skim solids used to produce sour cream	r=-0.88	22yrs	110
Annual US household spending on books	r=0.77	23yrs	110
Cigarette Smoking Rate for US adults	r=0.72	21yrs	110
Popularity of the first name Dyllan	r=0.74	37yrs	108
US household spending on cereals and bakery products	r=0.77	23yrs	105
Liquefied petroleum gas used in Greenland	r=0.78	22yrs	98
US production of yogurt, nonfrozen	r=-0.85	22yrs	98
Popularity of the first name Alexus	r=0.7	42yrs	96
US household spending on fresh milk and cream	r=0.73	23yrs	94
Processed cheese consumption	r=0.68	27yrs	88
US household spending on bakery products	r=0.72	23yrs	87
Popularity of the first name Kaytlyn	r=0.72	38yrs	86
Gasoline pumped in Germany	r=0.69	32yrs	85
US production of evaporated and condensed milk	r=-0.82	22yrs	75
Jet fuel used in Saint Vincent/Grenadines	r=0.74	24yrs	74
Popularity of the first name Tyra	r=0.66	43yrs	72
US milk fat used to produce whey products (net)	r=-0.82	22yrs	65
Popularity of the first name Alize	r=0.71	36yrs	62
Electricity generation in Kazakhstan	r=-0.89	30yrs	62
US production of sour cream	r=-0.81	22yrs	54
Popularity of the first name Rhiannon	r=0.66	43yrs	52
Electricity generation in Russia	r=-0.9	30yrs	52
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.76	22yrs	44
Popularity of the first name Graciela	r=0.66	43yrs	42
Gasoline pumped in Eritrea	r=0.7	28yrs	42
US production of butter	r=-0.8	22yrs	33
Popularity of the first name Dejah	r=0.66	43yrs	32
Kerosene used in Eswatini	r=0.66	33yrs	32
US milk fat used to produce butter	r=-0.8	22yrs	23
Popularity of the first name Kaytlin	r=0.69	39yrs	22
Hydopower energy generated in Turkmenistan	r=0.65	30yrs	20
US milk fat used to produce yogurt	r=-0.8	22yrs	13
Popularity of the first name Sidney	r=0.65	43yrs	10
Gasoline pumped in Denmark	r=0.58	43yrs	10
US dairy skim solids used to produce butter	r=-0.8	22yrs	2
Kerosene used in Falkland Islands	r=-0.94	26yrs	0
US dairy skim solids used to produce yogurt, nonfrozen	r=-0.8	22yrs	-8
Kerosene used in Malawi	r=0.59	42yrs	-10
US dairy skim solids used to produce evaporated and condensed milk	r=-0.81	22yrs	-18
Italian-type cheese consumption	r=-0.86	27yrs	-28

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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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