Top variables that correlate with Air quality in Pittsfield, Massachusetts

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Data source: Environmental Protection Agency
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Air quality in Pittsfield, Massachusetts correlates with...

Variable	Correlation	Years	Sys. Score
Votes for the Democratic Presidential candidate in Massachusetts	r=0.94	10yrs	340
Biomass power generated in United Arab Emirates	r=0.95	9yrs	319
Votes for the Democratic Presidential candidate in Massachusetts	r=0.92	10yrs	317
Biomass power generated in Qatar	r=0.92	10yrs	316
Solar power generated in Romania	r=0.89	13yrs	304
Number of active magazines in the United States	r=0.88	15yrs	302
Bachelor's degrees awarded in social services	r=0.9	10yrs	294
Petroluem consumption in Hawaiian Trade Zone	r=0.94	7yrs	258
Gasoline pumped in Hawaiian Trade Zone	r=0.94	7yrs	248
Bachelor's degrees awarded in Physical sciences	r=0.86	10yrs	243
Jet fuel used in Hawaiian Trade Zone	r=0.94	7yrs	238
Super Bowl TV viewership	r=0.74	33yrs	230
Number of Lawyers in the United States	r=0.7	34yrs	228
Annual count of part-time employees in the United States	r=0.75	33yrs	226
US milk fat used to produce whey products (net)	r=0.8	22yrs	223
Number of households headed by single fathers in the United States	r=0.72	32yrs	222
Hot days in Perth	r=0.65	40yrs	220
Yogurt consumption	r=0.74	32yrs	212
Butter consumption	r=0.73	32yrs	210
GMO use in corn	r=0.79	24yrs	210
Rogers Communications' stock price (RCI)	r=0.76	22yrs	207
Customer satisfaction with Costco	r=0.75	22yrs	207
Number of public school students in 12th grade	r=0.72	33yrs	205
Gasoline pumped in Aruba	r=0.77	36yrs	201
Number of public school students in 11th grade	r=0.69	33yrs	200
Popularity of the first name Kennedi	r=0.68	34yrs	196
Number of edits to the Wikipedia article for Thanksgiving	r=-0.94	16yrs	196
Annual Revenue of Walt Disney Company	r=0.69	32yrs	190
Economic output of Washington metro area	r=0.78	21yrs	189
Ticket prices at North American movie theaters	r=0.75	22yrs	188
Hollister retail store count worldwide	r=0.76	23yrs	188
The number of pharmacy technicians in Massachusetts	r=0.78	20yrs	188
U.S. direct investment abroad	r=0.74	22yrs	186
Number of Registered Vehicles in the US	r=0.68	32yrs	185
The number of accountants and auditors in Massachusetts	r=0.76	20yrs	185
The number of medical assistants in Massachusetts	r=0.76	20yrs	185
Fomento Econ's stock price (FMX)	r=0.73	22yrs	182
Enbridge's stock price (ENB)	r=0.73	22yrs	182
Customer satisfaction with Southwest Airlines	r=0.66	28yrs	180
Customer satisfaction with Apple	r=0.65	28yrs	178
Total likes of SciShow Space YouTube videos	r=0.84	10yrs	178
The average number of likes on CGP Grey YouTube videos	r=0.8	13yrs	175
GMO use in corn	r=0.75	24yrs	174
Automotive recalls for issues with the Air Bags	r=0.57	33yrs	170
GMO use in cotton	r=0.74	23yrs	168
US kids in public school	r=0.67	33yrs	168
The average number of likes on AsapSCIENCE YouTube videos	r=0.75	12yrs	166
Total viewership of the Aviva Premiership Rugby final	r=0.82	14yrs	165
Annual US household spending on electricity	r=0.74	23yrs	165
Annual US household spending on telephone services	r=0.74	23yrs	165
Annual US household spending on utilities	r=0.73	23yrs	164
Gasoline pumped in U.S. Pacific Islands	r=0.71	42yrs	158
US milk fat used to produce yogurt	r=0.77	22yrs	158
British American Tobacco p.l.c.'s stock price (BTI)	r=0.72	22yrs	151
US production of yogurt, nonfrozen	r=0.76	22yrs	147
Biomass power generated in Hungary	r=0.72	32yrs	142
TC Energy's stock price (TRP)	r=0.73	22yrs	141
Number of highschoolers in the US	r=0.67	33yrs	138
US milk fat used to produce sour cream	r=0.76	22yrs	137
The number of compliance officers in Massachusetts	r=0.82	13yrs	137
Inflation in the US	r=0.68	31yrs	134
Petroluem consumption in Aruba	r=0.71	36yrs	132
Delta Airlines' stock price (DAL)	r=0.74	16yrs	130
Total Sales at Clothing and Accessories Stores	r=0.65	31yrs	127
US dairy skim solids used to produce sour cream	r=0.76	22yrs	126
The number of interpreters and translators in Massachusetts	r=0.76	20yrs	125
Number of public school students in 10th grade	r=0.65	33yrs	124
Solar power generated in Aruba	r=0.89	12yrs	123
Wind power generated in New Zealand	r=0.72	30yrs	120
US Shoe Store Sales	r=0.66	30yrs	120
Kellogg's stock price (K)	r=0.71	22yrs	120
Solar power generated in Angola	r=0.88	12yrs	112
US dairy skim solids used to produce yogurt, nonfrozen	r=0.74	22yrs	112
Biomass power generated in Uruguay	r=0.7	32yrs	110
Dominion Energy's stock price (D)	r=0.7	22yrs	108
Number of Walmart stores worldwide	r=0.79	15yrs	103
Jet fuel used in U.S. Pacific Islands	r=0.65	42yrs	99
Solar power generated in North Macedonia	r=0.86	11yrs	98
RTX Corp's stock price (RTX)	r=0.69	22yrs	96
Milk-fat consumption	r=0.68	32yrs	92
Afghanistan's Estimated Opium Production	r=0.68	33yrs	91
Hydopower energy generated in Netherlands	r=0.66	37yrs	88
CVS stock price (CVS)	r=0.67	22yrs	86
American cheese consumption	r=0.67	32yrs	81
Gasoline pumped in Azerbaijan	r=0.72	30yrs	78
Edison International's stock price (EIX)	r=0.69	22yrs	76
Wind power generated in Venezuela	r=0.86	10yrs	72
Muenster cheese consumption	r=0.69	27yrs	69
Petroluem consumption in U.S. Pacific Islands	r=0.63	42yrs	66
Simon Property Group's stock price (SPG)	r=0.68	22yrs	65
Cognizant Technology Solutions' stock price (CTSH)	r=0.68	22yrs	55
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.75	22yrs	54
Royal Bank of Canada's stock price (RY)	r=0.67	22yrs	44
Portion of all US dairy skim-solids allocated to the production of whey products (net)	r=0.76	22yrs	44
Gilead Sciences' stock price (GILD)	r=0.67	22yrs	34
The number of Breweries in the United States	r=0.63	33yrs	26
EOG Resources' stock price (EOG)	r=0.67	22yrs	24
Colgate-Palmolive Company's stock price (CL)	r=0.67	22yrs	14
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.67	22yrs	4
Novartis AG's stock price (NVS)	r=0.66	22yrs	-8
Unilever's stock price (UL)	r=0.66	22yrs	-18

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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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