Top variables that correlate with Air quality in Appleton, Wisconsin

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Data source: Environmental Protection Agency
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Air quality in Appleton, Wisconsin correlates with...

Variable	Correlation	Years	Sys. Score
Bachelor's degrees awarded in journalism	r=0.9	10yrs	264
Bachelor's degrees awarded in Physical sciences	r=0.88	10yrs	261
Master's degrees awarded in Engineering	r=0.87	10yrs	260
Popularity of the first name Forrest	r=0.62	43yrs	196
Number of edits to the Wikipedia article for Dunning Kruger effect	r=0.78	18yrs	190
Customer satisfaction with T-Mobile	r=0.78	17yrs	186
Gasoline pumped in Djibouti	r=0.62	42yrs	184
Petroluem consumption in Kazakhstan	r=0.65	30yrs	177
Customer satisfaction with American Airlines	r=0.61	28yrs	172
Customer satisfaction with United Airlines	r=0.6	28yrs	170
The average number of likes on CGP Grey YouTube videos	r=0.77	13yrs	170
Assistant Processor salaries in the US	r=0.75	13yrs	169
Total likes of SciShow Space YouTube videos	r=0.77	10yrs	168
Professor salaries in the US	r=0.72	13yrs	164
University Lecturer salaries in the US	r=0.7	13yrs	162
The number of financial examiners in Wisconsin	r=0.74	20yrs	162
The number of producers and directors in Wisconsin	r=0.74	20yrs	162
The number of sonographers in Wisconsin	r=0.73	20yrs	162
Solar power generated in Kiribati	r=0.74	17yrs	160
Total employee count at Continental AG	r=0.67	24yrs	157
Total length of SciShow Space YouTube videos	r=0.7	10yrs	157
Total Revenue of the NFL Teams	r=0.69	20yrs	154
Number of times 14 was a winning Mega Millions number	r=0.59	22yrs	150
Automotive recalls issued by Keystone RV Company	r=0.56	25yrs	150
Google searches for 'flights to Antarctica'	r=0.59	20yrs	150
Customer satisfaction with Motorola	r=0.63	18yrs	150
Google searches for 'how to immigrate to canada'	r=0.58	20yrs	149
Google searches for 'President phone number'	r=0.59	20yrs	149
3M Company's stock price (MMM)	r=0.6	22yrs	148
Royal Caribbean Cruises' stock price (RCL)	r=0.6	22yrs	148
Customer satisfaction with Delta Airlines	r=0.55	28yrs	148
Patents granted to Intel	r=0.79	12yrs	146
Number of edits to the Wikipedia article for Zagreus	r=0.56	21yrs	146
Number of times 9 was a winning Mega Millions number	r=0.57	19yrs	144
Wells Fargo & Company's stock price (WFC)	r=0.57	22yrs	144
Customer satisfaction with AT&T	r=0.59	18yrs	144
Hot days in Paris	r=0.77	10yrs	143
Consumption of dry whole milk products	r=0.61	32yrs	142
Number of times 13 was a winning Mega Millions number	r=0.54	22yrs	142
Total revenue generated by the National Hockey League	r=0.71	17yrs	140
Popularity of the 'starter pack' meme	r=0.65	18yrs	139
Total Points Earned by Barracuda Golf Championship Winner	r=0.72	13yrs	137
Customer satisfaction with TJ Maxx	r=0.56	14yrs	136
Popularity of the 'minions' meme	r=0.63	18yrs	136
Drenching rain in Paris	r=0.68	17yrs	136
Global revenue generated by Adidas	r=0.68	17yrs	135
Popularity of the first name Jamila	r=0.55	43yrs	135
Global annual electricity generation	r=0.67	18yrs	134
China's Annual Passenger Car Production	r=0.67	18yrs	134
US milk fat used to produce dry milk products	r=0.64	22yrs	134
Number of times 10 was a winning Mega Millions number	r=0.49	21yrs	134
Popularity of the first name Raheem	r=0.54	43yrs	134
Revenue of US Broadcasting Industry	r=0.66	17yrs	132
Number of times 12 was a winning Mega Millions number	r=0.47	22yrs	132
The number of insurance claims adjusters in Wisconsin	r=0.72	20yrs	130
Electricity generation in Sierra Leone	r=0.56	42yrs	128
Associate Professor salaries in the US	r=0.67	13yrs	127
How insightful MinuteEarth YouTube video titles are	r=0.85	11yrs	126
The average number of likes on AsapSCIENCE YouTube videos	r=0.68	12yrs	116
Liquefied petroleum gas used in Samoa	r=0.69	22yrs	115
Altria Group's stock price (MO)	r=0.57	22yrs	114
The number of transportation, storage, and distribution managers in Wisconsin	r=0.68	20yrs	113
Instructor salaries in the US	r=0.59	13yrs	105
Jet fuel used in Romania	r=0.61	33yrs	104
Delta Airlines' stock price (DAL)	r=0.6	16yrs	104
Total NBA League Revenue	r=0.65	21yrs	104
Average number of comments on 3Blue1Brown YouTube videos	r=0.68	9yrs	103
Google searches for 'headache remedies'	r=0.63	20yrs	102
The number of market research analysts in Wisconsin	r=0.79	11yrs	96
Trip.com Group's stock price (TCOM)	r=0.58	20yrs	93
Jet fuel used in Nauru	r=0.53	42yrs	91
Total likes of AsapSCIENCE YouTube videos	r=0.58	12yrs	81
Renewable energy production in Benin	r=0.61	26yrs	80
Intel's stock price (INTC)	r=0.55	22yrs	80
The number of animal scientists in Wisconsin	r=0.68	19yrs	77
Jet fuel used in Bulgaria	r=0.58	33yrs	70
Simon Property Group's stock price (SPG)	r=0.55	22yrs	70
The number of massage therapists in Wisconsin	r=0.66	20yrs	65
Total comments on The Game Theorists YouTube videos	r=0.52	15yrs	65
Wind power generated in Slovenia	r=0.81	9yrs	58
Dominion Energy's stock price (D)	r=0.53	22yrs	58
The number of maintenance and repair workers in Wisconsin	r=0.66	20yrs	55
How nerdy 3Blue1Brown YouTube video titles are	r=0.82	9yrs	54
Petroluem consumption in Latvia	r=0.58	31yrs	48
The Walt Disney Company's stock price (DIS)	r=0.49	22yrs	46
The number of university biological science teachers in Wisconsin	r=0.65	20yrs	44
Total length of Computerphile YouTube videos	r=0.6	11yrs	43
Equity Residential's stock price (EQR)	r=0.52	22yrs	36
Wind power generated in Bangladesh	r=0.78	9yrs	34
The number of preschool teachers in Wisconsin	r=0.65	20yrs	34
The number of cooks, institution and cafeteria in Wisconsin	r=0.65	20yrs	24
Prudential's stock price (PUK)	r=0.5	22yrs	23
Solar power generated in Ecuador	r=0.72	17yrs	22
Ryanair Holdings' stock price (RYAAY)	r=0.5	22yrs	13
Biomass power generated in Sri Lanka	r=0.72	17yrs	12
Jet fuel used in South Sudan	r=0.78	10yrs	2
Wind power generated in Philippines	r=0.71	17yrs	-9
Wind power generated in Lithuania	r=0.67	18yrs	-24
Wind power generated in Mauritania	r=0.72	10yrs	-34
Biomass power generated in Qatar	r=0.72	10yrs	-44
Biomass power generated in Latvia	r=0.64	21yrs	-56

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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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