Top variables that correlate with Air pollution in Altoona, Pennsylvania

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Data source: Environmental Protection Agency
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Air pollution in Altoona, Pennsylvania correlates with...

Variable	Correlation	Years	Sys. Score
Associates degrees awarded in Education	r=0.92	11yrs	316
Google searches for 'Titanic'	r=0.87	16yrs	304
Master's degrees awarded in Education	r=0.91	10yrs	296
Associates degrees awarded in Business and management	r=0.91	11yrs	295
Votes for Republican Senators in Pennsylvania	r=0.86	13yrs	280
The number of farm equipment mechanics in Pennsylvania	r=0.86	13yrs	278
Kerosene used in Peru	r=0.8	41yrs	240
Viewership count for Days of Our Lives	r=0.73	41yrs	236
Jet fuel used in Sierra Leone	r=0.77	41yrs	236
Kerosene used in Syria	r=0.76	41yrs	234
Remaining Forest Cover in the Brazilian Amazon	r=0.72	36yrs	231
Arson in United States	r=0.69	38yrs	230
Associates degrees awarded in Business management	r=0.88	11yrs	230
NASA's budget as a percentage of the total US Federal Budget	r=0.66	43yrs	229
Burglary rates in the US	r=0.67	38yrs	227
The number of computer hardware engineers in Pennsylvania	r=0.83	20yrs	226
Burglaries in Pennsylvania	r=0.66	38yrs	226
Popularity of the first name Johnna	r=0.77	42yrs	217
Ice cream consumption	r=0.76	32yrs	214
Popularity of the first name Jacques	r=0.75	42yrs	214
Popularity of the first name Justen	r=0.75	42yrs	214
Customer satisfaction with Kohl's	r=0.8	19yrs	212
Milk consumption	r=0.72	32yrs	210
The distance between Neptune and the Sun	r=0.69	43yrs	209
The distance between Neptune and Earth	r=0.69	43yrs	209
The distance between Neptune and the moon	r=0.69	43yrs	209
Customer satisfaction with Frontier Communications	r=0.69	28yrs	204
Petroluem consumption in Germany	r=0.8	32yrs	202
Motor vehicle thefts in Pennsylvania	r=0.66	38yrs	196
Average milk produced per cow in the US	r=-0.7	42yrs	196
Total number of automotive recalls	r=-0.72	42yrs	196
Customer satisfaction with Apple	r=-0.81	28yrs	192
Gasoline pumped in Germany	r=0.79	32yrs	190
Automotive recalls issued by BMW of North America	r=-0.63	42yrs	190
Automotive recalls for issues with the Electrical System	r=-0.65	42yrs	188
Google searches for 'titanic'	r=0.76	20yrs	186
Physical album shipment volume in the United States	r=0.73	24yrs	184
Popularity of the first name Jared	r=0.74	42yrs	182
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=-0.72	42yrs	181
Gasoline pumped in France	r=0.71	42yrs	178
The distance between Neptune and Mercury	r=0.67	43yrs	176
Budget for largest movie production	r=-0.68	42yrs	174
USA Population	r=-0.71	42yrs	174
Patents granted in the US	r=-0.66	40yrs	174
The divorce rate in Pennsylvania	r=0.66	23yrs	174
Popularity of the first name Bethany	r=0.74	42yrs	172
Total number of live births in Australia	r=-0.69	42yrs	172
Customer satisfaction with Walmart	r=0.62	27yrs	172
Customer satisfaction with Verizon	r=0.61	28yrs	172
US Annual Tax Revenue	r=-0.69	41yrs	171
Annual Revenue of Walt Disney Company	r=-0.74	32yrs	170
Patents granted in the US	r=-0.65	40yrs	170
Customer satisfaction with Whirlpool	r=0.59	28yrs	169
Kerosene used in Macau	r=0.72	41yrs	168
Violent crime rates	r=0.61	38yrs	168
Total Sales at Clothing and Accessories Stores	r=-0.73	31yrs	168
Number of households headed by single fathers in the United States	r=-0.73	32yrs	168
Automotive recalls for issues with Vehicle Speed Control	r=0.5	42yrs	168
UEFA European Cup and Champions League Top Scorer's Goal Count	r=-0.64	42yrs	167
US household spending on processed fruits	r=0.75	23yrs	166
US household spending on prescription drugs	r=0.75	23yrs	166
US household spending on books	r=0.74	23yrs	165
Carjackings in the US	r=0.65	27yrs	163
Popularity of the first name Justin	r=0.73	42yrs	161
Gasoline pumped in Slovenia	r=0.78	31yrs	158
The distance between Neptune and Venus	r=0.62	43yrs	158
Popularity of the first name Tommy	r=0.73	42yrs	151
Hydopower energy generated in Denmark	r=0.69	41yrs	147
Motor vehicle thefts	r=0.65	38yrs	144
Popularity of the first name Chasity	r=0.73	42yrs	141
Sherbet consumption	r=0.66	32yrs	140
Kerosene used in Seychelles	r=0.71	41yrs	137
Popularity of the first name Salvatore	r=0.73	42yrs	131
Arson in Pennsylvania	r=0.62	38yrs	130
Petroluem consumption in Denmark	r=0.7	42yrs	126
Popularity of the first name Sarah	r=0.72	42yrs	120
Robberies in the US	r=0.61	38yrs	118
Gender pay gap in the U.S.	r=-0.72	32yrs	118
Gasoline pumped in Norway	r=0.7	42yrs	116
Number of Registered Vehicles in the US	r=-0.75	32yrs	113
Popularity of the first name Jonathan	r=0.72	42yrs	110
Inflation in the US	r=-0.75	31yrs	107
Gasoline pumped in United Kingdom	r=0.7	42yrs	106
Gasoline Prices in the US	r=-0.7	33yrs	102
Popularity of the first name Rachel	r=0.72	42yrs	100
Intel Corporation's annual revenue	r=-0.68	36yrs	95
Gasoline pumped in Austria	r=0.68	42yrs	94
Popularity of the first name Vanessa	r=0.72	42yrs	90
Petroluem consumption in Nauru	r=0.69	41yrs	84
Popularity of the first name Jacqueline	r=0.72	42yrs	80
Fossil fuel use in Slovakia	r=0.74	29yrs	72
Popularity of the first name Cindy	r=0.72	42yrs	70
Kerosene used globally	r=0.68	41yrs	62
Popularity of the first name Raquel	r=0.72	42yrs	60
Kerosene used in China	r=0.68	41yrs	52
Popularity of the first name Jarred	r=0.72	42yrs	50
Kerosene used in Egypt	r=0.68	41yrs	42
Popularity of the first name Kacie	r=0.72	42yrs	40
Kerosene used in Thailand	r=0.67	41yrs	31
Popularity of the first name Monika	r=0.72	42yrs	30
Popularity of the first name Dayna	r=0.72	42yrs	20

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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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