Top variables that correlate with Air quality in Scranton, Pennsylvania

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Data source: Environmental Protection Agency
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Air quality in Scranton, Pennsylvania correlates with...

Variable	Correlation	Years	Has img?
Google searches for 'flights to Antarctica'	r=0.84	20yrs	Yes!

Air quality in Scranton, Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
Total length of Steve Mould's YouTube videos	r=0.91	15yrs	394
Ticket prices at North American movie theaters	r=0.93	22yrs	380
Popularity of the 'this is fine' meme	r=0.92	18yrs	380
U.S. direct investment abroad	r=0.93	22yrs	379
US production of sour cream	r=0.94	22yrs	379
US milk fat used to produce butter	r=0.94	22yrs	379
Wind power generated in Czechia	r=0.93	22yrs	379
Wind power generated in Taiwan	r=0.93	22yrs	379
Economic output of Washington metro area	r=0.94	21yrs	378
US production of cheese (other than cottage cheese)	r=0.93	22yrs	378
Adidas Group's Global Net Sales	r=0.93	23yrs	376
Biomass power generated in India	r=0.9	23yrs	376
The number of logisticians in Pennsylvania	r=0.92	19yrs	373
The number of OSHA specialists in Pennsylvania	r=0.92	19yrs	373
The number of occupational therapists in Pennsylvania	r=0.91	20yrs	372
Google searches for 'avocado toast'	r=0.91	16yrs	370
Organic Food Sales Volume in the United States	r=0.93	13yrs	366
GMO use in corn	r=0.92	24yrs	364
Unilever's stock price (UL)	r=0.89	22yrs	362
Realty Income's stock price (O)	r=0.89	22yrs	362
Rogers Communications' stock price (RCI)	r=0.89	22yrs	362
GMO use in cotton	r=0.92	23yrs	360
US per-person consumption of bottled water	r=0.92	24yrs	358
Customer satisfaction with AT&T	r=0.88	18yrs	358
Annual US household spending on property taxes	r=0.93	23yrs	358
Annual US household spending on telephone services	r=0.93	23yrs	358
Annual US household spending on pets, toys, and hobbies	r=0.93	23yrs	358
Annual US household spending on fresh vegetables	r=0.92	23yrs	357
Annual US household spending on rented dwellings	r=0.92	23yrs	357
US Tree Nut Consumption per Person	r=0.92	22yrs	356
Google searches for 'i have a headache'	r=0.86	20yrs	356
Annual US household spending on fruits and vegetables	r=0.91	23yrs	356
Annual US household spending on fresh fruits	r=0.91	23yrs	356
Annual US household spending on housing	r=0.91	23yrs	356
Annual US household spending on utilities	r=0.91	23yrs	356
Annual US household spending on healthcare	r=0.91	23yrs	356
US production of butter	r=0.93	22yrs	348
Jet fuel used in Sao Tome and Principe	r=0.93	22yrs	346
Total employee count at Continental AG	r=0.89	24yrs	345
US Wind Power Generation Capacity	r=0.9	23yrs	344
Popularity of the 'this is fine' meme	r=0.87	18yrs	342
The number of clergy in Pennsylvania	r=0.9	20yrs	341
Google searches for 'tummy ache'	r=0.89	20yrs	341
Total Revenue of the NFL Teams	r=0.89	20yrs	340
US milk fat used to produce cheese (excluding cottage cheese)	r=0.93	22yrs	338
Global annual electricity generation	r=0.89	18yrs	338
Hot days in Paris	r=0.94	10yrs	338
Total NBA League Revenue	r=0.86	21yrs	336
Global revenue generated by Adidas	r=0.88	17yrs	335
Gasoline pumped in Kiribati	r=0.92	22yrs	334
McDonald's stock price (MCD)	r=0.85	22yrs	330
US dairy skim solids used to produce butter	r=0.94	22yrs	328
US Bottled Water Consumption per Person	r=0.92	24yrs	324
Cognizant Technology Solutions' stock price (CTSH)	r=0.87	22yrs	318
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.93	22yrs	316
Google searches for 'no cap'	r=0.87	20yrs	308
Becton, Dickinson and Company's stock price (BDX)	r=0.86	22yrs	307
US milk fat used to produce sour cream	r=0.91	22yrs	304
Annual US household spending on laundry and cleaning supplies	r=0.9	23yrs	304
The number of pharmacists in Pennsylvania	r=0.9	20yrs	302
Annual US household spending on health insurance	r=0.9	23yrs	299
Hormel Foods' stock price (HRL)	r=0.86	22yrs	297
Google searches for '3Blue1Brown'	r=0.88	17yrs	296
Hydopower energy generated in Greenland	r=0.89	23yrs	294
US milk fat used to produce whey products (net)	r=0.9	22yrs	293
The number of social workers in Pennsylvania	r=0.9	20yrs	291
Cost to send a letter via the USPS	r=0.86	17yrs	288
SAP SE's stock price (SAP)	r=0.85	22yrs	286
Google searches for 'i am dizzy'	r=0.85	20yrs	285
US dairy skim solids used to produce sour cream	r=0.91	22yrs	283
Jet fuel used in Samoa	r=0.9	22yrs	282
The number of customer service representatives in Pennsylvania	r=0.88	20yrs	278
WEC Energy Group's stock price (WEC)	r=0.85	22yrs	276
Google searches for 'who is alexa'	r=0.86	17yrs	274
Biomass power generated in Zambia	r=0.87	22yrs	270
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.85	22yrs	266
The number of criminal justice and law enforcement teachers in Pennsylvania	r=0.87	20yrs	266
Gasoline pumped in Cook Islands	r=0.89	22yrs	260
Eversource Energy's stock price (ES)	r=0.85	22yrs	256
The number of dietitians and nutritionists in Pennsylvania	r=0.86	20yrs	255
US average milk-fat content of cheese (other than cottage cheese)	r=0.92	22yrs	253
Wind power generated in Lithuania	r=0.89	18yrs	249
The number of respiratory therapists in Pennsylvania	r=0.86	20yrs	245
Chunghwa Telecom Co.'s stock price (CHT)	r=0.85	20yrs	244
US average dairy skim-solid content of fluid beverage milk	r=0.92	22yrs	243
Biomass power generated in Lithuania	r=0.86	21yrs	238
The number of pharmacy technicians in Pennsylvania	r=0.86	20yrs	235
Digital Realty Trust's stock price (DLR)	r=0.85	19yrs	232
Hydopower energy generated in Sierra Leone	r=0.86	22yrs	228
The number of physical therapists in Pennsylvania	r=0.85	20yrs	224
US production of dry milk products (net)	r=0.88	22yrs	220
Biomass power generated in Malawi	r=0.85	22yrs	217
The number of veterinarians in Pennsylvania	r=0.85	20yrs	214
US milk fat used to produce yogurt	r=0.88	22yrs	210
Liquefied petroleum gas used in Maldives	r=0.89	18yrs	206
The number of highway maintenance workers in Pennsylvania	r=0.85	20yrs	204
US dairy skim solids used to produce dry milk products	r=0.88	22yrs	198
Biomass power generated in Sri Lanka	r=0.87	17yrs	195
US dairy skim solids used to produce yogurt, nonfrozen	r=0.88	22yrs	188
Wind power generated in Jamaica	r=0.86	18yrs	184
US production of yogurt, nonfrozen	r=0.86	22yrs	177

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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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