Top variables that correlate with Air quality in Grand Junction, Colorado

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Data source: Environmental Protection Agency
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Air quality in Grand Junction, Colorado correlates with...

Variable	Correlation	Years	Has img?
Occidental Petroleum's stock price (OXY)	r=-0.83	22yrs	No

Air quality in Grand Junction, Colorado also correlates with...

Variable	Correlation	Years	Sys. Score
Average length of SmarterEveryDay YouTube videos	r=0.88	17yrs	361
Car crashes in the US	r=0.87	24yrs	338
Total comments on Steve Mould's YouTube videos	r=0.87	15yrs	328
Average length of Numberphile YouTube videos	r=0.87	13yrs	326
Visa Inc.'s stock price (V)	r=0.86	15yrs	320
US household spending on vehicle purchaes	r=0.86	23yrs	318
Google searches for 'reddit'	r=0.87	16yrs	304
Google searches for 'whatsapp'	r=0.87	14yrs	302
The number of truck drivers in Colorado	r=0.87	13yrs	300
Google searches for 'instagram'	r=0.85	13yrs	278
Master's degrees awarded in Public administration	r=0.89	10yrs	262
Kerosene used in Cameroon	r=0.78	42yrs	238
Disney movies released	r=0.83	23yrs	236
Petroluem consumption in Antarctica	r=0.75	42yrs	234
Kerosene used in Syria	r=0.74	42yrs	232
Carjackings in the US	r=0.74	27yrs	226
Total annual sales of Ford Motors in the United States	r=0.82	23yrs	224
The number of purchasing managers in Colorado	r=0.82	20yrs	224
US Employment Rate	r=0.7	33yrs	219
Processed cheese consumption	r=0.81	27yrs	217
Mastercard's stock price (MA)	r=0.85	17yrs	216
TransDigm Group's stock price (TDG)	r=0.85	17yrs	216
Popularity of the first name Rhiannon	r=0.74	43yrs	214
Popularity of the first name Margaret	r=0.73	43yrs	212
Popularity of the first name Maria	r=0.72	43yrs	210
US household spending on new cars	r=0.84	23yrs	210
US household spending on household furnishings and equipment	r=0.8	23yrs	204
US household spending on furniture	r=0.8	23yrs	204
US household spending on used cars	r=0.78	23yrs	201
Kerosene used in Philippines	r=0.72	42yrs	200
Customer satisfaction with Apple	r=-0.87	28yrs	198
The number of social and community service managers in Colorado	r=0.79	20yrs	190
Kerosene used in El Salvador	r=0.71	42yrs	188
Divorce rates in the United Kingdom	r=0.68	33yrs	188
US milk fat used to produce cottage cheese	r=0.76	22yrs	187
NASA's budget as a percentage of the total US Federal Budget	r=0.57	44yrs	186
Customer satisfaction with Costco	r=-0.82	22yrs	186
Customer satisfaction with Publix	r=-0.76	27yrs	186
Motor vehicle thefts	r=0.6	38yrs	186
Viewership count for Days of Our Lives	r=0.58	42yrs	184
Customer satisfaction with Southwest Airlines	r=-0.74	28yrs	184
Ulta Beauty's stock price (ULTA)	r=0.83	16yrs	182
The price of gold	r=-0.81	35yrs	182
Popularity of the first name Jared	r=0.71	43yrs	179
Kerosene used in Central African Republic	r=0.75	35yrs	177
Broadridge Financial Solutions' stock price (BR)	r=0.82	16yrs	170
Popularity of the first name Claudia	r=0.71	43yrs	169
Gasoline pumped in Belgium	r=0.69	43yrs	166
Google searches for 'my cat scratched me'	r=0.85	16yrs	166
Total length of Steve Mould's YouTube videos	r=0.82	15yrs	165
Popularity of the first name Sommer	r=0.71	43yrs	159
The number of loan interviewers and clerks in Colorado	r=0.78	20yrs	158
Kerosene used in Dominica	r=0.7	42yrs	156
Google searches for 'how to learn python'	r=0.83	17yrs	154
Total likes of The Game Theorists YouTube videos	r=0.8	15yrs	152
Popularity of the first name Jarrett	r=0.7	43yrs	148
Jet fuel used in Zimbabwe	r=0.7	42yrs	146
Lululemon's stock price (LULU)	r=0.81	16yrs	144
Google searches for 'roblox'	r=0.82	16yrs	142
The average number of likes on Steve Mould's YouTube videos	r=0.79	15yrs	140
Popularity of the first name Tia	r=0.69	43yrs	136
Petroluem consumption in Nauru	r=0.69	42yrs	135
Dollar General's stock price (DG)	r=0.85	14yrs	132
Total likes of Steve Mould's YouTube videos	r=0.79	15yrs	130
Popularity of the first name Tommy	r=0.69	43yrs	126
Jet fuel used in Uzbekistan	r=0.77	30yrs	125
American Water Works Company's stock price (AWK)	r=0.82	15yrs	119
Average number of comments on Steve Mould's YouTube videos	r=0.77	15yrs	118
Petroluem consumption in Eritrea	r=0.78	28yrs	114
Popularity of the first name Rebekah	r=0.68	43yrs	114
Verisk Analytics' stock price (VRSK)	r=0.82	14yrs	108
Total length of SmarterEveryDay YouTube videos	r=0.75	17yrs	106
Kerosene used in Peru	r=0.68	42yrs	104
Popularity of the first name Antonia	r=0.68	43yrs	104
Franco-Nevada's stock price (FNV)	r=0.8	16yrs	97
The average number of likes on SmarterEveryDay YouTube videos	r=0.74	17yrs	95
Popularity of the first name Clay	r=0.68	43yrs	94
Fossil fuel use in Slovakia	r=0.74	29yrs	92
Discover Financial Services' stock price (DFS)	r=0.8	16yrs	87
Average number of comments on SmarterEveryDay YouTube videos	r=0.73	17yrs	84
Popularity of the first name Nicholas	r=0.67	43yrs	83
Kerosene used globally	r=0.67	42yrs	82
Broadcom's stock price (AVGO)	r=0.81	14yrs	76
Popularity of the first name Rosa	r=0.67	43yrs	73
Jet fuel used in Central African Republic	r=0.67	42yrs	72
Popularity of the first name Nakia	r=0.67	43yrs	63
Gasoline pumped in Germany	r=0.74	32yrs	62
Chipotle Mexican Grill's stock price (CMG)	r=0.79	17yrs	56
Popularity of the first name Garett	r=0.67	43yrs	53
Kerosene used in Jordan	r=0.66	42yrs	50
MSCI Inc.'s stock price (MSCI)	r=0.78	16yrs	44
Popularity of the first name Sabrina	r=0.66	43yrs	42
Petroluem consumption in Uzbekistan	r=0.74	30yrs	40
POSCO Holdings' stock price (PKX)	r=-0.8	22yrs	33
Popularity of the first name Diana	r=0.66	43yrs	32
Kerosene used in Vietnam	r=0.66	42yrs	30
Popularity of the first name Marisa	r=0.66	43yrs	22
T-Mobile Us' stock price (TMUS)	r=0.77	16yrs	22
TE Connectivity's stock price (TEL)	r=0.77	16yrs	12
Popularity of the first name Brenda	r=0.65	43yrs	10

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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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