Top variables that correlate with Air quality in Rutland, Vermont

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Data source: Environmental Protection Agency
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Air quality in Rutland, Vermont correlates with...

Variable	Correlation	Years	Sys. Score
Patents granted to LG Electronics	r=0.95	12yrs	370
Patents granted to Mitsubishi	r=0.94	12yrs	369
Nuclear power generation in Iran	r=0.94	11yrs	340
Renewable energy production in Botswana	r=0.94	10yrs	338
Solar power generated in Botswana	r=0.94	10yrs	338
Patents granted to Intel	r=0.93	12yrs	338
Associates degrees awarded in Liberal arts	r=0.94	11yrs	320
Associates degrees awarded in Engineering	r=0.93	11yrs	318
Associates degrees awarded in Physical sciences	r=0.92	11yrs	316
Google searches for 'instagram'	r=0.89	13yrs	304
Total length of Simone Giertz's YouTube videos	r=0.87	10yrs	288
Associates degrees awarded in Physical sciences	r=0.92	11yrs	286
Biomass power generated in Angola	r=0.93	8yrs	285
Patents granted to Apple	r=0.89	12yrs	282
Patents granted to Boeing	r=0.86	12yrs	277
Associates degrees awarded in Precision production	r=0.91	11yrs	275
Solar power generated in American Samoa	r=0.9	10yrs	272
How 'hip and with it' Mark Rober YouTube video titles are	r=0.87	13yrs	266
Solar power generated in Honduras	r=0.9	10yrs	262
Patents granted to Amazon	r=0.88	9yrs	262
Associates degrees awarded in Multi/interdisciplinary studies	r=0.91	11yrs	245
Master's degrees awarded in Engineering	r=0.9	10yrs	234
Solar power generated in North Macedonia	r=0.89	11yrs	222
How insightful PBS Space Time YouTube video titles are	r=0.87	9yrs	216
Geothermal power generated in France	r=0.86	11yrs	208
Associates degrees awarded in Communication	r=0.89	11yrs	192
Average length of Tom Scott's YouTube videos	r=0.79	15yrs	190
Solar power generated in Azerbaijan	r=0.88	9yrs	184
Associates degrees awarded in Science technologies	r=0.89	11yrs	182
McDonald's American Customer Satisfaction Index Score	r=0.68	23yrs	179
University Lecturer salaries in the US	r=0.8	13yrs	176
CRH plc's stock price (CRH)	r=0.68	22yrs	175
Bachelor's degrees awarded in journalism	r=0.89	10yrs	172
Wind power generated in Somalia	r=0.86	10yrs	172
Assistant Processor salaries in the US	r=0.77	13yrs	172
Electronic Arts' stock price (EA)	r=0.66	22yrs	172
Popularity of the 'scumbag steve' meme	r=-0.85	18yrs	172
Vulcan Materials Company's stock price (VMC)	r=0.65	22yrs	170
Patents granted to Toyota	r=0.85	12yrs	170
Popularity of the first name Hans	r=0.67	35yrs	165
Instructor salaries in the US	r=0.71	13yrs	163
Bachelor's degrees awarded in Engineering	r=0.89	10yrs	162
Popularity of the first name Katlin	r=0.69	28yrs	161
Popularity of the first name Dara	r=0.63	35yrs	159
The number of personal financial advisors in Vermont	r=0.71	20yrs	158
Jet fuel used in South Sudan	r=0.85	10yrs	157
Total U.S. grain export volume	r=0.68	21yrs	154
Customer satisfaction with CVS	r=0.67	16yrs	154
The number of movies Elijah Wood appeared in	r=-0.7	35yrs	154
The number of movies Brad Pitt appeared in	r=-0.69	36yrs	154
Patents granted to Dell	r=0.84	11yrs	153
Bachelor's degrees awarded in Parks & Recreation	r=0.89	10yrs	152
Annual book sales in the US	r=0.84	11yrs	152
Google searches for 'restaurant near me'	r=0.8	13yrs	150
Patents granted to Samsung Electronics	r=0.81	12yrs	150
Number of times 22 was a winning Mega Millions number	r=0.58	22yrs	148
Violent crime rates	r=0.46	35yrs	148
Master's degrees awarded in information sciences	r=0.89	10yrs	142
Average length of Numberphile YouTube videos	r=0.78	13yrs	132
Master's degrees awarded in Engineering technologies	r=0.88	10yrs	131
Valero Energy's stock price (VLO)	r=0.65	22yrs	126
Popularity of the first name Bryn	r=-0.82	35yrs	126
Total length of Matt Parker's YouTube videos	r=0.78	13yrs	122
Professor salaries in the US	r=0.64	13yrs	122
Associates degrees awarded in Parks & Recreation	r=0.88	11yrs	120
Ameren's stock price (AEE)	r=0.65	22yrs	116
Total likes of Simone Giertz's YouTube videos	r=0.77	10yrs	108
Associates degrees awarded in Theology	r=0.85	11yrs	106
Truist Financial's stock price (TFC)	r=0.64	22yrs	104
Total length of Steve Mould's YouTube videos	r=0.73	15yrs	96
The Allstate Corporation's stock price (ALL)	r=0.63	22yrs	92
Total likes of Deep Look YouTube videos	r=0.76	10yrs	86
Bachelor's degrees awarded in Health professions	r=0.86	10yrs	83
Boston Scientific's stock price (BSX)	r=0.62	22yrs	81
The average number of likes on Mark Rober YouTube videos	r=0.73	13yrs	74
Bachelor's degrees awarded in Physical sciences	r=0.86	10yrs	73
Liquefied petroleum gas used in Spain	r=0.65	35yrs	72
The Bank of New York Mellon Corporation's stock price (BK)	r=0.61	22yrs	70
Total comments on Mark Rober YouTube videos	r=0.72	13yrs	63
M&T Bank's stock price (MTB)	r=0.61	22yrs	60
Petroluem consumption in Hungary	r=0.63	35yrs	59
The average number of likes on 'Be Smart' science YouTube videos	r=0.72	11yrs	51
Gasoline pumped in Djibouti	r=0.63	34yrs	48
Toyota Motor's stock price (TM)	r=0.6	22yrs	48
The average number of likes on LEMMiNO YouTube videos	r=0.71	12yrs	40
Petroluem consumption in Lithuania	r=0.65	31yrs	38
Delta Airlines' stock price (DAL)	r=0.63	16yrs	38
Total likes of The Game Theorists YouTube videos	r=0.69	15yrs	30
Visa Inc.'s stock price (V)	r=0.64	15yrs	27
Jet fuel used in Central African Republic	r=0.62	34yrs	26
Total likes of Tom Scott's YouTube videos	r=0.68	15yrs	19
Activision Blizzard's stock price (ATVI)	r=0.65	13yrs	16
Average number of comments on Mark Rober YouTube videos	r=0.67	13yrs	6
How geeky MinuteEarth YouTube video titles are	r=0.85	11yrs	-4
Wind power generated in Honduras	r=0.84	11yrs	-6
Total comments on MrBeast's YouTube videos	r=0.68	12yrs	-14
Solar power generated in Costa Rica	r=0.83	11yrs	-17
How professional-sounding Numberphile YouTube video titles are	r=0.83	13yrs	-26
Liquefied petroleum gas used in Laos	r=0.59	34yrs	-28
How trendy Mark Rober YouTube video titles are	r=0.82	13yrs	-37
Wind power generated in Panama	r=0.83	9yrs	-39

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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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