Top variables that correlate with Air quality in Springfield, Missouri

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Data source: Environmental Protection Agency
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Air quality in Springfield, Missouri correlates with...

Variable	Correlation	Years	Sys. Score
Solar power generated in North Macedonia	r=0.95	11yrs	371
Patents granted to Apple	r=0.92	12yrs	336
Biomass power generated in Qatar	r=0.93	10yrs	317
Associates degrees awarded in Business administration	r=0.92	11yrs	316
Associates degrees awarded in Parks & Recreation	r=0.92	11yrs	316
Jet fuel used in South Sudan	r=0.9	10yrs	310
Total likes of SciShow Space YouTube videos	r=0.89	10yrs	306
Patents granted to LG Electronics	r=0.89	12yrs	302
Associates degrees awarded in Communication	r=0.9	11yrs	294
How insightful Mark Rober YouTube video titles are	r=0.89	13yrs	288
How cool Mark Rober YouTube video titles are	r=0.88	13yrs	287
Patents granted to Intel	r=0.86	12yrs	277
Patents granted to Boeing	r=0.86	12yrs	277
Associates degrees awarded in Liberal arts	r=0.9	11yrs	264
Solar power generated in Madagascar	r=0.89	12yrs	253
Solar power generated in Aruba	r=0.87	12yrs	240
Wind power generated in Mauritania	r=0.88	10yrs	230
Bachelor's degrees awarded in Parks & Recreation	r=0.9	10yrs	224
Solar power generated in Burundi	r=0.86	12yrs	218
Associates degrees awarded in Engineering	r=0.89	11yrs	212
Geothermal power generated in France	r=0.86	11yrs	208
Bachelor's degrees awarded in Agriculture	r=0.89	10yrs	202
Solar power generated in Kenya	r=0.86	12yrs	198
Bachelor's degrees awarded in Health professions	r=0.89	10yrs	192
Solar power generated in Suriname	r=0.86	12yrs	188
Bachelor's degrees awarded in social services	r=0.88	10yrs	181
Renewable energy production in U.S. Virgin Islands	r=0.85	11yrs	176
Master's degrees awarded in Public administration	r=0.88	10yrs	171
University Lecturer salaries in the US	r=0.76	13yrs	170
Patents granted to Mitsubishi	r=0.85	12yrs	170
Popularity of the first name Frances	r=0.6	43yrs	162
Associates degrees awarded in Multi/interdisciplinary studies	r=0.88	11yrs	160
The average number of likes on CGP Grey YouTube videos	r=0.8	13yrs	160
Popularity of the first name Franklin	r=0.58	43yrs	160
Popularity of the first name Warren	r=0.58	43yrs	160
The number of paper goods machine setters, operators, and tenders in Missouri	r=0.72	20yrs	159
Assistant Processor salaries in the US	r=0.66	13yrs	156
The number of postal service clerks in Missouri	r=0.7	20yrs	156
Wind power generated in Panama	r=0.89	9yrs	155
McDonald's American Customer Satisfaction Index Score	r=0.6	23yrs	152
Internet Access Rate among US Citizens	r=0.65	23yrs	152
Patents granted to Dell	r=0.83	11yrs	152
Associates degrees awarded in Physical sciences	r=0.87	11yrs	149
Cheddar cheese consumption	r=0.68	27yrs	148
Activision Blizzard's stock price (ATVI)	r=0.65	13yrs	146
Delta Airlines' stock price (DAL)	r=0.62	16yrs	146
The number of school teachers in Missouri	r=0.77	13yrs	146
Customer satisfaction with Delta Airlines	r=0.54	28yrs	146
Customer satisfaction with T-Mobile	r=0.61	17yrs	146
Cream and Neufchatel cheese consumption	r=0.66	27yrs	144
Automotive recalls issued by Keystone RV Company	r=0.52	25yrs	144
Instructor salaries in the US	r=0.57	13yrs	142
Intel's stock price (INTC)	r=0.56	22yrs	142
Solar power generated in Azerbaijan	r=0.86	9yrs	140
Annual book sales in the US	r=0.76	11yrs	140
Associates degrees awarded in Physical sciences	r=0.87	11yrs	139
Number of times 14 was a winning Mega Millions number	r=0.52	22yrs	139
Number of times 10 was a winning Mega Millions number	r=0.52	21yrs	138
Customer satisfaction with YouTube	r=0.59	12yrs	138
American-type cheese consumption	r=0.61	27yrs	137
Popularity of the first name Lewis	r=0.58	43yrs	130
Wind power generated in Bangladesh	r=0.85	9yrs	129
Average number of comments on Mark Rober YouTube videos	r=0.75	13yrs	128
Associates degrees awarded in Psychology	r=0.85	11yrs	126
Popularity of the first name Blair	r=0.57	43yrs	118
The number of market research analysts in Missouri	r=0.78	11yrs	114
The average number of likes on AsapSCIENCE YouTube videos	r=0.72	12yrs	112
The Walt Disney Company's stock price (DIS)	r=0.51	22yrs	109
US Bottled Water Consumption per Person	r=0.64	24yrs	107
Popularity of the first name Arthur	r=0.56	43yrs	106
Bachelor's degrees awarded in biomedical sciences	r=0.85	10yrs	102
Royal Caribbean Cruises' stock price (RCL)	r=0.54	22yrs	99
Total length of SciShow Space YouTube videos	r=0.71	10yrs	98
The number of credit counselors in Missouri	r=0.73	13yrs	98
Master's degrees awarded in law enforcement and firefighting	r=0.85	10yrs	92
3M Company's stock price (MMM)	r=0.53	22yrs	88
The average number of likes on minutephysics YouTube videos	r=0.67	13yrs	86
The number of mobile heavy equipment mechanics in Missouri	r=0.67	20yrs	86
Total length of AsapSCIENCE YouTube videos	r=0.68	12yrs	76
Verizon Communications' stock price (VZ)	r=0.52	22yrs	76
The number of event planners in Missouri	r=0.73	11yrs	76
Average length of Deep Look YouTube videos	r=0.69	10yrs	66
Medtronic's stock price (MDT)	r=0.52	22yrs	66
Fidelity National Information Services' stock price (FIS)	r=0.52	22yrs	56
Total length of Matt Parker's YouTube videos	r=0.64	13yrs	51
Average length of Tom Scott's YouTube videos	r=0.62	15yrs	40
Solar power generated in Pakistan	r=0.84	12yrs	30
The average number of likes on SciShow Space YouTube videos	r=0.65	10yrs	30
Solar power generated in Tanzania	r=0.84	12yrs	20
Total comments on Mark Rober YouTube videos	r=0.62	13yrs	18
Renewable energy production in The Bahamas	r=0.84	12yrs	10
Total likes of Matt Parker's YouTube videos	r=0.61	13yrs	6
Solar power generated in The Bahamas	r=0.84	12yrs	0
Total comments on Matt Parker's YouTube videos	r=0.6	13yrs	-5
Associates degrees awarded in Business and management	r=-0.96	11yrs	-10
Average length of Mark Rober YouTube videos	r=0.59	13yrs	-16
Solar power generated in Ecuador	r=0.74	17yrs	-20
Average length of The Game Theorists YouTube videos	r=0.58	15yrs	-26
Solar power generated in Cuba	r=0.69	23yrs	-31
Total length of Tom Scott's YouTube videos	r=0.57	15yrs	-38
Total likes of SmarterEveryDay YouTube videos	r=0.55	17yrs	-48

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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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