Top variables that correlate with Air quality in Port Angeles, Washington

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

Variable	Correlation	Years	Sys. Score
The number of sales managers in Washington	r=0.78	20yrs	188
Hydopower energy generated in Turkmenistan	r=0.67	30yrs	183
Jet fuel used in Bosnia and Herzegovina	r=0.68	30yrs	182
Gasoline pumped in Eritrea	r=0.7	28yrs	182
The Coca-Cola Company's stock price (KO)	r=0.69	22yrs	181
Customer satisfaction with Motorola	r=0.71	18yrs	177
Customer satisfaction with Verizon	r=0.62	28yrs	174
Customer satisfaction with Frontier Communications	r=0.62	28yrs	174
Vertex Pharmaceuticals' stock price (VRTX)	r=0.65	22yrs	170
Customer satisfaction with gas stations	r=0.6	27yrs	170
Consumption of dry whole milk products	r=0.65	32yrs	168
Google searches for 'i am tired'	r=0.74	20yrs	166
Google searches for 'used treadmills for sale'	r=0.75	20yrs	165
Rolls-Royce annual production volume	r=0.76	17yrs	164
Google searches for 'what is love'	r=0.74	20yrs	164
The number of pharmacy technicians in Washington	r=0.73	20yrs	160
The number of veterinary technologists and technicians in Washington	r=0.71	20yrs	158
McDonald's stock price (MCD)	r=0.63	22yrs	157
Customer satisfaction with Nordstrom	r=0.59	27yrs	153
Total likes of MrBeast's YouTube videos	r=0.65	12yrs	152
Number of edits to the Wikipedia article for Nikola Tesla	r=-0.75	22yrs	152
Number of times 25 was a winning Mega Millions number	r=0.6	22yrs	151
Total likes of Mark Rober YouTube videos	r=0.64	13yrs	151
US Highway Vehicle Gasoline Consumption	r=-0.8	29yrs	150
Kerosene used in Germany	r=0.65	32yrs	149
Number of public school students in 9th grade	r=-0.71	33yrs	148
Popularity of the first name Jaylen	r=-0.76	32yrs	148
Hot days in Paris	r=0.8	10yrs	148
Number of public school students in 10th grade	r=-0.7	33yrs	147
Total likes of Steve Mould's YouTube videos	r=0.6	15yrs	147
Public Library Website Visits in the UK	r=0.8	8yrs	146
Number of highschoolers in the US	r=-0.69	33yrs	146
Customer satisfaction with AT&T	r=0.59	18yrs	144
Annual US household spending on postage and stationery	r=-0.8	23yrs	144
Frozen yogurt consumption	r=0.61	32yrs	142
Highway diesel consumption in US	r=-0.83	20yrs	141
Customer satisfaction with Verizon	r=0.57	18yrs	141
Customer satisfaction with Vonage	r=0.54	21yrs	140
Number of times 13 was a winning Mega Millions number	r=0.52	22yrs	139
Number of times 18 was a winning Mega Millions number	r=0.52	22yrs	139
Customer satisfaction with Macy's	r=0.57	16yrs	139
Bankruptcies in California	r=0.76	11yrs	138
Customer satisfaction with Walmart	r=0.49	27yrs	138
xkcd comics published about science	r=0.65	17yrs	136
Popularity of the 'red pill blue pill' meme	r=0.63	18yrs	136
Number of edits to the Wikipedia article for Dunning Kruger effect	r=0.52	18yrs	136
Liquefied petroleum gas used in Lithuania	r=-0.82	31yrs	132
Google searches for 'i have a headache'	r=0.68	20yrs	130
Walmart's stock price (WMT)	r=0.61	22yrs	126
The number of pharmacists in Washington	r=0.69	20yrs	126
Biomass power generated in Taiwan	r=-0.74	33yrs	120
Google searches for 'i am dizzy'	r=0.7	20yrs	118
Oracle's stock price (ORCL)	r=0.65	22yrs	116
Total length of Mark Rober YouTube videos	r=0.6	13yrs	115
The number of purchasing managers in Washington	r=0.69	20yrs	114
Electricity generation in Czechia	r=-0.76	29yrs	108
Google searches for 'how to hide a body'	r=0.63	20yrs	105
Southern Copper's stock price (SCCO)	r=0.64	22yrs	104
The number of commercial pilots in Washington	r=0.69	20yrs	104
Total comments on Steve Mould's YouTube videos	r=0.58	15yrs	104
Electricity generation in Germany	r=-0.74	31yrs	98
Google searches for 'how to immigrate to canada'	r=0.61	20yrs	94
W.W. Grainger's stock price (GWW)	r=0.64	22yrs	94
Average length of SmarterEveryDay YouTube videos	r=0.56	17yrs	93
Solar power generated in Gambia	r=0.78	17yrs	86
Google searches for 'i cant even'	r=0.64	20yrs	84
Novartis AG's stock price (NVS)	r=0.63	22yrs	82
Average length of Numberphile YouTube videos	r=0.58	13yrs	82
The number of surgical technologists in Washington	r=0.68	20yrs	78
Liquefied petroleum gas used in Slovakia	r=-0.76	30yrs	76
Total length of SmarterEveryDay YouTube videos	r=0.55	17yrs	72
HDFC Bank's stock price (HDB)	r=0.63	22yrs	72
Google searches for 'how to move to europe'	r=0.58	20yrs	70
The number of training and development managers in Washington	r=0.67	19yrs	66
Liquefied petroleum gas used in Vanuatu	r=-0.76	31yrs	66
Unilever's stock price (UL)	r=0.63	22yrs	62
Average length of OverSimplified YouTube videos	r=0.68	7yrs	61
Liquefied petroleum gas used in Croatia	r=-0.75	30yrs	54
Google searches for 'President phone number'	r=0.55	20yrs	53
The TJX Companies' stock price (TJX)	r=0.63	22yrs	52
Average number of comments on SmarterEveryDay YouTube videos	r=0.51	17yrs	46
Liquefied petroleum gas used in Djibouti	r=-0.72	33yrs	44
Colgate-Palmolive Company's stock price (CL)	r=0.62	22yrs	41
Google searches for 'what is my zodiac sign'	r=0.66	20yrs	36
Average length of Technology Connections YouTube videos	r=0.63	9yrs	36
Sempra's stock price (SRE)	r=0.62	22yrs	31
Google searches for 'how to go to space'	r=0.66	20yrs	26
Gasoline pumped in North Macedonia	r=0.62	30yrs	22
Yum! Brands' stock price (YUM)	r=0.62	22yrs	21
Cummins' stock price (CMI)	r=0.62	22yrs	11
Petroluem consumption in Azerbaijan	r=0.61	30yrs	11
WEC Energy Group's stock price (WEC)	r=0.62	22yrs	1
Petroluem consumption in Armenia	r=0.6	30yrs	0
CGI Inc.'s stock price (GIB)	r=0.62	22yrs	-9
Gasoline pumped in Germany	r=0.59	32yrs	-10
Church & Dwight Co.'s stock price (CHD)	r=0.62	22yrs	-19
Petroluem consumption in Eritrea	r=0.6	28yrs	-22
Eversource Energy's stock price (ES)	r=0.62	22yrs	-29
Kerosene used in Namibia	r=0.56	32yrs	-34
AstraZeneca's stock price (AZN)	r=0.61	22yrs	-40
Jet fuel used in U.S. Pacific Islands	r=0.54	35yrs	-44

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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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