Top variables that correlate with Air quality in Vineland, New Jersey

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Data source: Environmental Protection Agency
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Air quality in Vineland, New Jersey correlates with...

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.98	10yrs	404
Customer satisfaction with Dillard's	r=0.85	27yrs	362
Number of Lawyers in the United States	r=0.86	34yrs	356
Liquefied petroleum gas used in Chile	r=0.85	39yrs	351
Number of households headed by single fathers in the United States	r=0.86	32yrs	348
US milk fat used to produce yogurt	r=0.89	22yrs	342
Petroluem consumption in Turks and Caicos Islands	r=0.87	27yrs	342
US milk fat used to produce whey products (net)	r=0.88	22yrs	340
U.S. direct investment abroad	r=0.86	22yrs	338
US production of yogurt, nonfrozen	r=0.86	22yrs	337
Economic output of Washington metro area	r=0.86	21yrs	336
Number of public school students in 12th grade	r=0.85	33yrs	330
GMO use in corn	r=0.87	24yrs	326
Customer satisfaction with TJ Maxx	r=0.9	14yrs	326
GMO use in corn	r=0.85	24yrs	324
Food spending in New Jersey	r=0.9	24yrs	324
GMO use in cotton	r=0.87	23yrs	322
Grocery store spend in New Jersey	r=0.88	24yrs	320
Annual US household spending on telephone services	r=0.86	23yrs	318
Wind power generated in Latvia	r=0.85	26yrs	311
US milk fat used to produce sour cream	r=0.86	22yrs	307
Kerosene used in Falkland Islands	r=0.86	26yrs	300
Total viewership of the Aviva Premiership Rugby final	r=0.87	14yrs	298
US dairy skim solids used to produce yogurt, nonfrozen	r=0.87	22yrs	297
Petroluem consumption in Palestinian Territories	r=0.87	25yrs	290
US dairy skim solids used to produce sour cream	r=0.86	22yrs	286
Wind power generated in Czechia	r=0.86	22yrs	278
Yogurt consumption	r=0.85	32yrs	273
Biomass power generated in Slovenia	r=0.85	23yrs	268
Hispanic cheese consumption	r=0.87	26yrs	260
Jet fuel used in Sao Tome and Principe	r=0.88	22yrs	258
Customer satisfaction with Apple	r=0.85	28yrs	258
Italian-type cheese consumption	r=0.85	27yrs	248
Google searches for 'i have the flu'	r=0.84	20yrs	248
Jet fuel used in Samoa	r=0.87	22yrs	247
Intel Corporation's annual revenue	r=0.84	36yrs	243
Automotive recalls issued by Hyundai Motor America	r=0.67	37yrs	243
Fomento Econ's stock price (FMX)	r=0.8	22yrs	243
Kellogg's stock price (K)	r=0.8	22yrs	243
Annual count of part-time employees in the United States	r=0.83	33yrs	238
Number of Registered Vehicles in the US	r=0.83	32yrs	238
Gender pay gap in the U.S.	r=0.8	32yrs	236
Annual Revenue of Walt Disney Company	r=0.8	32yrs	236
Inflation in the US	r=0.82	31yrs	235
Gasoline pumped in Timor-Leste	r=0.87	19yrs	234
Ticket prices at North American movie theaters	r=0.84	22yrs	232
Yearly Total Gross Income of US Farms	r=0.82	23yrs	228
Google searches for 'headache remedies'	r=0.84	20yrs	228
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	22yrs	227
Google searches for 'scooby doo where are you'	r=0.83	20yrs	227
The number of physical therapists in New Jersey	r=0.84	20yrs	227
The number of receptionists in New Jersey	r=0.83	20yrs	227
Total Revenue of the NFL Teams	r=0.83	20yrs	226
The number of marketing managers in New Jersey	r=0.83	20yrs	226
Popularity of the first name Saige	r=0.83	39yrs	223
Number of public school students in 11th grade	r=0.83	33yrs	222
Popularity of the first name Armani	r=0.84	37yrs	222
Popularity of the first name Rylie	r=0.81	40yrs	221
Average temperature in Sydney	r=0.64	41yrs	220
Liquefied petroleum gas used in Maldives	r=0.85	18yrs	220
Number of highschoolers in the US	r=0.81	33yrs	218
US average milk-fat content of yogurt, nonfrozen	r=0.87	22yrs	216
Annual US household spending on electricity	r=0.85	23yrs	212
Restaurant spending in New Jersey	r=0.83	24yrs	211
Automotive recalls issued by Keystone RV Company	r=0.73	25yrs	210
Enbridge's stock price (ENB)	r=0.78	22yrs	210
Customer satisfaction with Motorola	r=0.8	18yrs	210
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.85	22yrs	202
Google searches for 'how to make baby'	r=0.82	20yrs	196
Popularity of the first name Kennedi	r=0.85	34yrs	191
Number of public school students in 10th grade	r=0.81	33yrs	188
Total Sales at Clothing and Accessories Stores	r=0.79	31yrs	184
Popularity of the first name Maddison	r=0.8	38yrs	178
US kids in public school	r=0.8	33yrs	177
Number of internet users	r=0.82	24yrs	176
Global count of operating nuclear power plants	r=0.71	43yrs	170
Popularity of the first name Ashtyn	r=0.76	39yrs	162
Hollister retail store count worldwide	r=0.81	23yrs	161
Total budget of Marvel comic-based films released	r=0.71	35yrs	156
China's Annual Passenger Car Production	r=0.85	18yrs	151
Gasoline Prices in the US	r=0.73	33yrs	146
US Shoe Store Sales	r=0.76	30yrs	140
Total employee count at Continental AG	r=0.79	24yrs	135
Super Bowl TV viewership	r=0.71	33yrs	130
Hydopower energy generated in French Polynesia	r=0.8	39yrs	122
Adidas Group's Global Net Sales	r=0.8	23yrs	121
Electricity generation in Aruba	r=0.81	36yrs	110
US production of cheese (other than cottage cheese)	r=0.83	22yrs	108
Biomass power generated in Singapore	r=0.83	32yrs	99
US milk fat used to produce cheese (excluding cottage cheese)	r=0.83	22yrs	98
Biomass power generated in Hungary	r=0.82	32yrs	88
US production of sour cream	r=0.82	22yrs	86
Biomass power generated in Norway	r=0.79	37yrs	78
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.83	22yrs	76
Electricity generation in Bosnia and Herzegovina	r=0.83	30yrs	67
US production of butter	r=0.81	22yrs	64
Fossil fuel use in Bosnia and Herzegovina	r=0.83	30yrs	57
US milk fat used to produce butter	r=0.81	22yrs	54
Wind power generated in New Zealand	r=0.82	30yrs	46
US dairy skim solids used to produce evaporated and condensed milk	r=0.82	22yrs	44
US dairy skim solids used to produce butter	r=0.81	22yrs	33

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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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