Top variables that correlate with Air quality in Utica, New York

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Data source: Environmental Protection Agency
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Air quality in Utica, New York correlates with...

Variable	Correlation	Years	Sys. Score
Percentage of Americans with social media profiles	r=0.97	14yrs	407
Solar power generated in Burundi	r=0.96	12yrs	404
Solar power generated in Madagascar	r=0.96	12yrs	404
Patents granted to LG Electronics	r=0.97	12yrs	404
Patents granted to Mitsubishi	r=0.97	12yrs	404
Solar power generated in Kenya	r=0.95	12yrs	402
Associates degrees awarded in Physical sciences	r=0.95	11yrs	381
The number of compliance officers in New York	r=0.94	13yrs	370
The number of truck drivers in New York	r=0.93	13yrs	368
Total views on Tom Scott's YouTube videos	r=0.91	15yrs	354
Associates degrees awarded in Engineering	r=0.95	11yrs	351
Associates degrees awarded in Liberal arts	r=0.95	11yrs	351
Renewable energy production in Botswana	r=0.96	10yrs	342
Google searches for 'lost my wallet'	r=0.9	17yrs	340
Number of Walmart stores worldwide	r=0.89	15yrs	338
Patents granted to Apple	r=0.92	12yrs	336
Patents granted to Intel	r=0.91	12yrs	334
Patents granted to Toyota	r=0.91	12yrs	334
Patents granted to Boeing	r=0.91	12yrs	334
Global Apple iPhone Sales in Q3	r=0.9	12yrs	333
Solar power generated in Botswana	r=0.96	10yrs	332
The average number of likes on The Game Theorists YouTube videos	r=0.89	15yrs	330
Average length of Tom Scott's YouTube videos	r=0.88	15yrs	329
Biomass power generated in Pakistan	r=0.94	13yrs	322
Associates degrees awarded in Physical sciences	r=0.95	11yrs	321
Customer satisfaction with TJ Maxx	r=0.86	14yrs	320
Patents granted to Hyundai	r=0.93	8yrs	314
Patents granted to Dell	r=0.91	11yrs	314
Solar power generated in Malta	r=0.93	13yrs	310
US GDP per capita	r=0.88	14yrs	302
Biomass power generated in Philippines	r=0.93	13yrs	300
Global revenue generated by Unilever Group	r=0.85	16yrs	300
The average number of likes on SmarterEveryDay YouTube videos	r=0.86	17yrs	298
Solar power generated in Tanzania	r=0.94	12yrs	290
Viewership of "The Big Bang Theory"	r=0.86	12yrs	282
Global Rice Consumption	r=0.88	14yrs	282
The number of nurse practitioners in New York	r=0.9	11yrs	282
Google searches for 'instagram'	r=0.87	13yrs	281
How good SmarterEveryDay YouTube video titles are	r=0.88	17yrs	281
Patents granted to Samsung Electronics	r=0.88	12yrs	280
Associates degrees awarded in Communication	r=0.94	11yrs	280
Paypal's Number of Active Registered User Accounts	r=0.85	13yrs	276
How insightful SmarterEveryDay YouTube video titles are	r=0.87	17yrs	270
Associates degrees awarded in Multi/interdisciplinary studies	r=0.93	11yrs	268
Patents granted to Amazon	r=0.88	9yrs	262
US production of cream products	r=0.88	7yrs	260
How trendy SmarterEveryDay YouTube video titles are	r=0.87	17yrs	260
US dairy skim solids used to produce cream products	r=0.88	7yrs	258
Associates degrees awarded in Parks & Recreation	r=0.93	11yrs	258
Customer satisfaction with United Airlines	r=0.81	28yrs	252
The number of forensic science technicians in New York	r=0.87	13yrs	250
Solar power generated in Pakistan	r=0.93	12yrs	249
Associates degrees awarded in Science technologies	r=0.93	11yrs	248
How professional-sounding SmarterEveryDay YouTube video titles are	r=0.86	17yrs	248
Customer satisfaction with Delta Airlines	r=0.76	28yrs	244
Customer satisfaction with American Airlines	r=0.76	28yrs	244
The number of market research analysts in New York	r=0.89	11yrs	240
Solar power generated in American Samoa	r=0.94	10yrs	238
Bachelor's degrees awarded in Engineering	r=0.93	10yrs	238
The number of MRI technicians in New York	r=0.87	11yrs	228
Geothermal power generated in France	r=0.93	11yrs	228
Google searches for 'male pattern baldness'	r=0.83	20yrs	227
Associates degrees awarded in History	r=0.91	11yrs	225
The number of phlebotomists in New York	r=0.86	11yrs	218
Solar power generated in Sudan	r=0.91	13yrs	217
Solar power generated in Aruba	r=0.9	12yrs	204
Bachelor's degrees awarded in Agriculture	r=0.93	10yrs	198
Discover Financial Services' stock price (DFS)	r=0.81	16yrs	188
Delta Airlines' stock price (DAL)	r=0.79	16yrs	187
Bachelor's degrees awarded in Health professions	r=0.92	10yrs	187
Divorce rates in the United Kingdom	r=0.67	33yrs	186
Charter Communications' stock price (CHTR)	r=0.8	14yrs	184
Bachelor's degrees awarded in Parks & Recreation	r=0.92	10yrs	177
Solar power generated in Azerbaijan	r=0.93	9yrs	176
Master's degrees awarded in Agriculture and natural resources	r=0.92	10yrs	167
Biomass power generated in Angola	r=0.93	8yrs	165
Google searches for 'Rachel and Ross'	r=0.84	16yrs	164
How 'hip and with it' SmarterEveryDay YouTube video titles are	r=0.85	17yrs	156
Bachelor's degrees awarded in Mathematics and statistics	r=0.91	10yrs	156
Solar power generated in Ghana	r=0.9	9yrs	152
Google searches for 'how to immigrate to canada'	r=0.74	20yrs	148
Associates degrees awarded in Precision production	r=0.91	11yrs	145
Total likes of Tom Scott's YouTube videos	r=0.85	15yrs	140
Biomass power generated in Israel	r=0.89	14yrs	135
Associates degrees awarded in Business administration	r=0.9	11yrs	134
Total length of The Game Theorists YouTube videos	r=0.85	15yrs	130
Solar power generated in Slovenia	r=0.88	14yrs	124
Associates degrees awarded in Mathematics and statistics	r=0.9	11yrs	124
The number of logging equipment operators in New York	r=0.79	20yrs	120
Average number of comments on SmarterEveryDay YouTube videos	r=0.83	17yrs	118
How cool Mark Rober YouTube video titles are	r=0.87	13yrs	116
Solar power generated in Suriname	r=0.9	12yrs	114
Associates degrees awarded in Social sciences and history	r=0.9	11yrs	114
Total likes of SmarterEveryDay YouTube videos	r=0.83	17yrs	108
Master's degrees awarded in information sciences	r=0.9	10yrs	104
Average length of Steve Mould's YouTube videos	r=0.84	15yrs	98
Total length of Steve Mould's YouTube videos	r=0.83	15yrs	56
Total length of Tom Scott's YouTube videos	r=0.82	15yrs	35
Average number of comments on Mark Rober YouTube videos	r=0.83	13yrs	24
Average length of The Game Theorists YouTube videos	r=0.81	15yrs	14
Total comments on SmarterEveryDay YouTube videos	r=0.79	17yrs	2

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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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