Top variables that correlate with Air quality in Allentown

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Data source: Environmental Protection Agency
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Air quality in Allentown correlates with...

Variable	Correlation	Years	Sys. Score
Average milk produced per cow in the US	r=0.86	43yrs	381
Electricity generation in Libya	r=0.89	42yrs	363
Fossil fuel use in Libya	r=0.89	42yrs	363
Total number of live births in Australia	r=0.88	43yrs	361
Google searches for 'i have the flu'	r=0.89	20yrs	361
Total hydopower energy generated globally	r=0.87	42yrs	360
USA Population	r=0.86	43yrs	358
Inflation in the US	r=0.85	31yrs	344
U.S. direct investment abroad	r=0.88	22yrs	342
Number of internet users	r=0.86	24yrs	342
US milk fat used to produce whey products (net)	r=0.89	22yrs	342
US milk fat used to produce yogurt	r=0.89	22yrs	342
Popularity of the first name Callie	r=0.89	43yrs	341
Popularity of the first name Liana	r=0.88	43yrs	340
Ticket prices at North American movie theaters	r=0.85	22yrs	338
Economic output of Washington metro area	r=0.87	21yrs	338
Popularity of the first name Nolan	r=0.87	43yrs	338
Total geothermal power generated globally	r=0.87	42yrs	330
GMO use in corn	r=0.89	24yrs	330
GMO use in corn	r=0.88	24yrs	328
GMO use in cotton	r=0.88	23yrs	324
Annual US household spending on utilities	r=0.88	23yrs	321
Annual US household spending on telephone services	r=0.88	23yrs	321
Renewable energy production in Bhutan	r=0.87	42yrs	320
Annual US household spending on electricity	r=0.87	23yrs	320
US per-person consumption of bottled water	r=0.86	24yrs	319
Restaurant spending in Pennsylvania	r=0.85	24yrs	319
Annual US household spending on property taxes	r=0.86	23yrs	318
Annual US household spending on education	r=0.87	21yrs	318
Annual US household spending on pets, toys, and hobbies	r=0.85	23yrs	316
US household spending on health insurance	r=0.85	23yrs	316
US milk fat used to produce sour cream	r=0.89	22yrs	312
Hydopower energy generated in Bhutan	r=0.87	42yrs	310
Popularity of the first name Ruby	r=0.87	43yrs	308
Electricity generation in Brazil	r=0.87	42yrs	300
US dairy skim solids used to produce sour cream	r=0.89	22yrs	300
Popularity of the first name Vivian	r=0.87	43yrs	298
Renewable energy production in Cameroon	r=0.87	42yrs	290
US production of yogurt, nonfrozen	r=0.87	22yrs	288
Popularity of the first name Liliana	r=0.87	43yrs	288
Electricity generation in Colombia	r=0.87	42yrs	280
US dairy skim solids used to produce yogurt, nonfrozen	r=0.88	22yrs	278
Popularity of the first name Eden	r=0.87	43yrs	278
US Bottled Water Consumption per Person	r=0.87	24yrs	276
Fossil fuel use in Egypt	r=0.87	42yrs	270
Popularity of the first name Leonel	r=0.87	43yrs	268
US production of cheese (other than cottage cheese)	r=0.86	22yrs	267
Total number of automotive recalls	r=0.81	43yrs	267
Automotive recalls for issues with the Electrical System	r=0.78	43yrs	261
Electricity generation in Gibraltar	r=0.87	42yrs	260
Automotive recalls issued by BMW of North America	r=0.74	43yrs	260
Popularity of the first name Moshe	r=0.87	43yrs	258
US production of butter	r=0.86	22yrs	257
Automotive recalls for issues with the Power Train	r=0.75	43yrs	256
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.83	43yrs	254
Patents granted in the US	r=0.83	41yrs	254
Automotive recalls issued by Hyundai Motor America	r=0.74	37yrs	254
Customer satisfaction with Apple	r=0.81	28yrs	252
Hydopower energy generated in Guatemala	r=0.87	42yrs	250
Patents granted in the US	r=0.82	41yrs	250
US Annual Tax Revenue	r=0.84	42yrs	249
Popularity of the first name Marlee	r=0.87	43yrs	248
Automotive recalls issued by Nissan North America	r=0.66	43yrs	248
Customer satisfaction with Dillard's	r=0.79	27yrs	248
US milk fat used to produce cheese (excluding cottage cheese)	r=0.86	22yrs	247
Budget for largest movie production	r=0.8	43yrs	247
Automotive recalls issued by Mercedes-Benz USA	r=0.65	43yrs	246
Automotive recalls issued by Honda	r=0.65	43yrs	246
Dominion Energy's stock price (D)	r=0.81	22yrs	244
Rogers Communications' stock price (RCI)	r=0.81	22yrs	244
Customer satisfaction with Southwest Airlines	r=0.76	28yrs	244
Automotive recalls for issues with Exterior Lighting	r=0.66	43yrs	243
Automotive recalls issued by Volkswagen Group of America	r=0.63	43yrs	243
Electricity generation in Jordan	r=0.87	42yrs	240
US milk fat used to produce butter	r=0.86	22yrs	237
Popularity of the first name Lucas	r=0.86	43yrs	236
Electricity generation in Saint Kitts and Nevis	r=0.87	42yrs	230
US production of sour cream	r=0.85	22yrs	226
Popularity of the first name Levi	r=0.86	43yrs	226
Petroluem consumption in Algeria	r=0.89	42yrs	220
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.86	22yrs	216
Popularity of the first name Evelyn	r=0.86	43yrs	216
Fossil fuel use in Algeria	r=0.86	42yrs	208
US dairy skim solids used to produce butter	r=0.86	22yrs	206
Popularity of the first name Josiah	r=0.86	43yrs	206
Biomass power generated in Austria	r=0.86	42yrs	198
Popularity of the first name Cecilia	r=0.86	43yrs	196
Hispanic cheese consumption	r=0.88	26yrs	192
Renewable energy production in Brazil	r=0.86	42yrs	188
Popularity of the first name Genesis	r=0.86	43yrs	186
Italian-type cheese consumption	r=0.87	27yrs	181
Electricity generation in Cabo Verde	r=0.86	42yrs	178
Popularity of the first name Tucker	r=0.86	43yrs	176
Renewable energy production in Colombia	r=0.86	42yrs	168
Popularity of the first name Clara	r=0.86	43yrs	166
Natural cheese consumption	r=0.85	27yrs	160
Popularity of the first name Lucy	r=0.86	43yrs	156
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	147
Popularity of the first name Lucia	r=0.86	43yrs	146
US average milk-fat content of yogurt, nonfrozen	r=0.87	22yrs	136
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.86	22yrs	124

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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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