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

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

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Dominica	r=1	15yrs	410
Liquefied petroleum gas used in Djibouti	r=1	14yrs	408
Liquefied petroleum gas used in Mali	r=0.99	15yrs	408
Liquefied petroleum gas used in Seychelles	r=0.99	14yrs	377
Number of websites on the internet	r=0.95	12yrs	375
Wind power generated in New Zealand	r=0.98	11yrs	366
Renewable energy production in Benin	r=1	7yrs	354
Gasoline pumped in Cabo Verde	r=0.99	9yrs	342
Number of Botox Injections Administered to Women	r=0.95	6yrs	330
Popularity of the first name Angie	r=0.87	23yrs	318
Number of internet users	r=0.91	10yrs	316
Wind power generated in Canada	r=0.95	11yrs	301
Number of liposuctions performed on women	r=0.93	6yrs	296
Petroluem consumption in Turks and Caicos Islands	r=0.98	8yrs	290
Mozzarella cheese consumption	r=0.9	8yrs	282
Gasoline Prices in the US	r=0.85	13yrs	280
Wind power generated in Italy	r=0.91	14yrs	278
Biomass power generated in Taiwan	r=0.91	14yrs	268
Number of International Tourist Arrivals Worldwide	r=0.87	8yrs	260
Jet fuel used in Former Czechoslovakia	r=0.94	13yrs	258
Kobe Bryant's Regular Season Points	r=0.88	6yrs	256
Italian-type cheese consumption	r=0.89	8yrs	250
Hispanic cheese consumption	r=0.89	7yrs	249
Kerosene used in New Caledonia	r=0.9	15yrs	244
Popularity of the first name Jaylen	r=0.88	12yrs	218
Petroluem consumption in Netherlands Antilles	r=0.89	23yrs	211
Natural cheese consumption	r=0.88	8yrs	211
Popularity of the first name Toby	r=0.82	23yrs	206
Automotive recalls for issues with the Tires	r=0.73	23yrs	204
Popularity of the first name Leslie	r=0.81	23yrs	204
Biomass power generated in Russia	r=0.94	11yrs	200
Automotive recalls issued by Hyundai Motor America	r=0.8	17yrs	192
Jet fuel used in Albania	r=0.95	10yrs	187
The number of movies Matt Damon appeared in	r=0.84	15yrs	180
Petroluem consumption in Kiribati	r=0.86	23yrs	176
Popularity of the first name Chris	r=0.79	23yrs	171
Asthma attacks in American children	r=0.83	6yrs	171
Asthma attacks in American children	r=0.83	6yrs	171
The distance between Neptune and Uranus	r=0.76	23yrs	170
Liquefied petroleum gas used in Lithuania	r=0.94	11yrs	166
Number of Registered Vehicles in the US	r=0.81	13yrs	166
Automotive recalls for issues with the Air Bags	r=0.76	13yrs	163
Average SAT score in math	r=0.7	13yrs	158
Petroluem consumption in Turkmenistan	r=0.94	11yrs	156
Total private high school enrollment in the United States	r=0.68	23yrs	156
Asthma attacks in American children	r=0.78	6yrs	154
The number of movies Vin Diesel appeared in	r=0.77	19yrs	153
Total Sales at Clothing and Accessories Stores	r=0.81	11yrs	152
Sewage sludge used for fertilizer in the US	r=0.71	17yrs	148
Customer satisfaction with Dell	r=0.75	6yrs	146
Gasoline pumped in Turkmenistan	r=0.94	11yrs	146
Asthma attacks in American children	r=0.72	6yrs	144
Number of public school students in 5th grade	r=0.8	13yrs	132
Customer satisfaction with Verizon	r=-0.91	9yrs	132
Number of goals scored by winners in NCAA Field Hockey Div II finals	r=0.61	22yrs	131
Restaurant spending in New York	r=0.85	6yrs	131
Number of public school students in 6th grade	r=0.79	13yrs	130
Boston Celtics' annual draft pick count	r=0.58	23yrs	126
Asthma attacks in American children	r=0.6	6yrs	126
Number of public school students in 12th grade	r=0.76	13yrs	126
The number of movies Don Cheadle appeared in	r=0.7	18yrs	126
Food spending in New York	r=0.82	6yrs	124
Kobe Bryant's total free throw count in NBA regular season	r=0.76	6yrs	123
Popularity of the first name Madyson	r=0.83	18yrs	122
Customer satisfaction with GE Appliances	r=0.53	9yrs	116
Popularity of the first name Madisyn	r=0.82	17yrs	110
Inflation in the US	r=0.8	11yrs	97
Popularity of the first name Jeremiah	r=0.76	23yrs	96
Milk-fat consumption	r=0.78	13yrs	94
Number of public school students in 7th grade	r=0.74	13yrs	93
Gender pay gap in the U.S.	r=0.76	13yrs	91
The number of movies John Noble appeared in	r=0.68	15yrs	90
Popularity of the first name Gwendolyn	r=0.74	23yrs	84
Value of the Victoria's Secret Annual Fantasy Bra	r=0.79	7yrs	82
Number of public school students in 11th grade	r=0.73	13yrs	82
American cheese consumption	r=0.76	13yrs	80
Number of households headed by single fathers in the United States	r=0.73	13yrs	75
Popularity of the first name Josh	r=0.74	23yrs	74
American-type cheese consumption	r=0.79	8yrs	70
Number of public school students in 4th grade	r=0.7	13yrs	67
Number of Lawyers in the United States	r=0.65	14yrs	65
Popularity of the first name Pearl	r=0.73	23yrs	62
Total budget of Marvel comic-based films released	r=0.66	15yrs	58
Yogurt consumption	r=0.74	13yrs	58
Number of highschoolers in the US	r=0.7	13yrs	57
Number of Slot Machines in Nevada	r=0.56	19yrs	47
Popularity of the first name Shayna	r=-0.9	23yrs	42
US Shoe Store Sales	r=0.66	11yrs	41
Annual Revenue of Walt Disney Company	r=0.62	12yrs	34
Popularity of the first name Allison	r=-0.88	23yrs	30
Intel Corporation's annual revenue	r=0.6	16yrs	27
US Highway Vehicle Gasoline Consumption	r=0.76	11yrs	21
Popularity of the first name Dominique	r=-0.86	23yrs	18
Median US Household Income	r=0.58	13yrs	11
Popularity of the first name Tyrell	r=-0.86	23yrs	8
Dried manure used for fertilizer in the US	r=0.48	17yrs	4
Popularity of the first name Maegan	r=-0.85	23yrs	-2
Popularity of the first name Domonique	r=-0.85	23yrs	-12
Popularity of the first name Kyle	r=-0.83	23yrs	-24
Popularity of the first name Brandan	r=-0.83	23yrs	-34
Popularity of the first name Branden	r=-0.81	23yrs	-46

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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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