Top variables that correlate with Air quality in Missoula, Montana

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Data source: Environmental Protection Agency
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Air quality in Missoula, Montana correlates with...

Variable	Correlation	Years	Sys. Score
US Employment Rate	r=0.86	33yrs	348
The number of prepress technicians and workers in Montana	r=0.89	19yrs	338
US milk fat used to produce fluid beverage milk	r=0.85	22yrs	336
How 'hip and with it' OverSimplified YouTube video titles are	r=0.92	7yrs	282
Median Weekly Earnings of Self-Employed Workers in the UK	r=0.86	11yrs	273
Annual book sales in the US	r=0.85	11yrs	273
AIG's stock price (AIG)	r=0.84	22yrs	249
Lloyds Banking Group's stock price (LYG)	r=0.84	22yrs	249
Citigroup's stock price (C)	r=0.83	22yrs	248
Gasoline pumped in Denmark	r=0.82	43yrs	246
Kerosene used in Indonesia	r=0.81	42yrs	243
How fun OverSimplified YouTube video titles are	r=0.85	7yrs	242
Kerosene used in Central African Republic	r=0.84	35yrs	240
Disney movies released	r=0.79	23yrs	230
Physical album shipment volume in the United States	r=0.81	24yrs	226
U.S. intercountry adoptions	r=0.81	23yrs	226
Sherbet consumption	r=0.82	32yrs	224
Popularity of the first name Vanesa	r=0.81	43yrs	224
Popularity of the first name Reanna	r=0.81	43yrs	224
Popularity of the first name Jasmin	r=0.8	43yrs	222
Car crashes in the US	r=0.78	24yrs	219
Ice cream consumption	r=0.79	32yrs	219
Total value of all $1 bills printed	r=0.76	33yrs	212
US household spending on floor coverings	r=0.84	23yrs	210
Fossil fuel use in Greenland	r=0.76	42yrs	208
Annual US household spending on floor coverings	r=0.81	23yrs	206
Automotive recalls for issues with Vehicle Speed Control	r=0.58	43yrs	201
Electricity generation in U.S. Virgin Islands	r=0.75	42yrs	197
Carjackings in the US	r=0.74	27yrs	196
Popularity of the first name Asia	r=0.8	43yrs	192
The number of sales managers in Montana	r=0.81	20yrs	192
Customer satisfaction with Dillard's	r=-0.8	27yrs	190
Intercountry adoptions	r=0.84	15yrs	189
The number of cement masons and concrete finishers in Montana	r=0.78	20yrs	188
Customer satisfaction with Apple	r=-0.77	28yrs	188
Customer satisfaction with Kroger	r=-0.78	27yrs	188
Customer satisfaction with Sprint	r=-0.89	17yrs	188
Fossil fuel use in U.S. Virgin Islands	r=0.75	42yrs	187
Popularity of the first name Guillermo	r=0.8	43yrs	182
Weyerhaeuser Company's stock price (WY)	r=0.79	22yrs	182
Kerosene used in Malawi	r=0.77	42yrs	177
Global shipwrecks	r=-0.74	35yrs	176
Super Bowl TV viewership	r=-0.76	33yrs	174
Portion of all US dairy skim-solids allocated to the production of cottage cheese	r=0.82	22yrs	173
Global plane crashes	r=-0.69	43yrs	173
Popularity of the first name Yajaira	r=0.8	43yrs	172
Google searches for 'how to cure a hangover'	r=-0.89	20yrs	172
GMO use in cotton	r=0.75	23yrs	170
Google searches for 'headache remedies'	r=-0.85	20yrs	168
Average length of Numberphile YouTube videos	r=0.75	13yrs	168
Kerosene used in Vietnam	r=0.77	42yrs	167
Google searches for 'how to delete browsing history'	r=-0.84	20yrs	166
Popularity of the first name Jorge	r=0.79	43yrs	161
Nuclear power generation in Germany	r=0.82	31yrs	156
The number of postal service mail carriers in Montana	r=0.77	20yrs	156
US milk fat used to produce cottage cheese	r=0.79	22yrs	152
Popularity of the first name Sergio	r=0.79	43yrs	151
Gasoline pumped in Italy	r=0.76	43yrs	146
Bank of America's stock price (BAC)	r=0.73	22yrs	142
Popularity of the first name Arturo	r=0.79	43yrs	141
Gasoline pumped in Luxembourg	r=0.76	43yrs	136
US production of cottage cheese	r=0.74	22yrs	134
Sumitomo Mitsui Financial Group's stock price (SMFG)	r=0.75	20yrs	132
Popularity of the first name Precious	r=0.79	43yrs	131
The number of librarians in Montana	r=0.81	16yrs	128
Kerosene used in Montserrat	r=0.81	35yrs	126
US dairy skim solids used to produce cottage cheese	r=0.74	22yrs	122
ING Groep's stock price (ING)	r=0.73	22yrs	122
Global Per Capita Rice Consumption	r=0.81	20yrs	122
Popularity of the first name Keely	r=0.79	43yrs	121
The number of financial services sales agents in Montana	r=-0.87	20yrs	118
Number of internet users	r=-0.83	24yrs	116
Gasoline pumped in Spain	r=0.75	43yrs	115
Popularity of the first name Halie	r=0.79	43yrs	111
Nokia Oyj's stock price (NOK)	r=0.72	22yrs	111
Number of websites on the internet	r=-0.74	28yrs	108
The number of agricultural inspectors in Montana	r=-0.89	18yrs	108
Processed cheese consumption	r=0.74	27yrs	106
Kerosene used in Nepal	r=0.75	42yrs	104
Number of firearms manufactured in the US	r=-0.7	36yrs	102
Popularity of the first name Nathanial	r=0.79	43yrs	101
UBS Group AG's stock price (UBS)	r=0.7	22yrs	98
Michael Schumacher's Formula One Ranking	r=-0.87	21yrs	96
Gasoline pumped in Portugal	r=0.74	43yrs	94
Popularity of the first name Destany	r=0.79	43yrs	91
Milk consumption	r=0.65	32yrs	90
Barclays' stock price (BCS)	r=0.7	22yrs	88
Fossil fuel use in Slovakia	r=0.8	29yrs	82
Popularity of the first name Keanna	r=0.79	43yrs	81
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.79	22yrs	78
HSBC Holdings' stock price (HSBC)	r=0.66	22yrs	72
Popularity of the first name Yessica	r=0.79	43yrs	71
Fossil fuel use in Denmark	r=0.7	42yrs	70
Petroluem consumption in Antarctica	r=0.72	42yrs	60
Popularity of the first name Emily	r=0.78	43yrs	60
Orange's stock price (ORAN)	r=0.65	22yrs	60
Gasoline pumped in Slovenia	r=0.8	31yrs	50
Popularity of the first name Jose	r=0.78	43yrs	50
Popularity of the first name Devin	r=0.78	43yrs	40
Gasoline pumped in Switzerland	r=0.71	43yrs	39
Popularity of the first name Breanna	r=0.78	43yrs	30

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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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