Top variables that correlate with Air pollution in State College, Pennsylvania

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

Variable	Correlation	Years	Sys. Score
US birth rates of triplets or more	r=0.9	20yrs	378
The number of counter and rental clerks in Pennsylvania	r=0.92	20yrs	374
The number of telemarketers in Pennsylvania	r=0.9	20yrs	372
The number of prepress technicians and workers in Pennsylvania	r=0.91	20yrs	372
The number of cashiers in Pennsylvania	r=0.9	20yrs	341
Cigarette Smoking Rate for US adults	r=0.87	21yrs	338
Popularity of the first name Aracely	r=0.87	33yrs	328
Popularity of the first name Ian	r=0.86	33yrs	326
Popularity of the first name Perla	r=0.86	33yrs	326
The number of legislators in Pennsylvania	r=0.88	20yrs	300
The number of bill collectors in Pennsylvania	r=0.88	20yrs	290
The number of psychiatric aides in Pennsylvania	r=0.88	20yrs	278
The number of switchboard operators in Pennsylvania	r=0.88	20yrs	268
The number of file clerks in Pennsylvania	r=0.88	20yrs	258
The number of postmasters in Pennsylvania	r=0.87	20yrs	246
Petroluem consumption in Puerto Rico	r=0.84	32yrs	238
The number of floral designers in Pennsylvania	r=0.87	20yrs	236
Fossil fuel use in Greece	r=0.8	32yrs	234
Electricity generation in United Kingdom	r=0.8	32yrs	234
Viewership count of American Idol Season Finale	r=0.81	21yrs	228
U.S. intercountry adoptions	r=0.83	23yrs	228
Google searches for 'shook'	r=0.84	20yrs	228
Google searches for 'oprah winfrey'	r=0.84	20yrs	228
Google searches for 'panama canal'	r=0.83	20yrs	227
The number of data entry keyers in Pennsylvania	r=0.87	20yrs	226
US production of cottage cheese	r=0.81	22yrs	224
US dairy skim solids used to produce cottage cheese	r=0.81	22yrs	223
The number of sewing machine operators in Pennsylvania	r=0.87	20yrs	216
GMO use in cotton	r=0.84	23yrs	213
AIG's stock price (AIG)	r=0.77	22yrs	208
Lloyds Banking Group's stock price (LYG)	r=0.76	22yrs	207
US household spending on prescription drugs	r=0.81	23yrs	206
The number of travel agents in Pennsylvania	r=0.86	20yrs	205
Gasoline pumped in Ireland	r=0.81	33yrs	204
Citigroup's stock price (C)	r=0.74	22yrs	204
The distance between Neptune and Saturn	r=0.72	34yrs	204
US household spending on postage and stationery	r=0.8	23yrs	204
US household spending on mortgage interest and charges	r=0.78	23yrs	201
US household spending on vehicle insurance	r=0.78	23yrs	201
US average milk-fat content of cottage cheese	r=0.8	22yrs	200
Google searches for 'report UFO sighting'	r=0.8	20yrs	198
Google searches for 'learn spanish'	r=0.83	20yrs	197
The number of postal service machine operators in Pennsylvania	r=0.86	20yrs	195
Petroluem consumption in U.S. Virgin Islands	r=0.81	32yrs	193
United States music album sales	r=0.84	16yrs	193
Popularity of the first name Camron	r=0.84	33yrs	188
Google searches for 'snoop dog'	r=0.83	20yrs	187
Gasoline pumped in Japan	r=0.79	33yrs	181
Popularity of the first name Yahaira	r=0.84	33yrs	178
Gasoline pumped in Greece	r=0.78	33yrs	170
Popularity of the first name Donovan	r=0.83	33yrs	167
The Walt Disney Company's stock price (DIS)	r=-0.86	22yrs	164
Fossil fuel use in Austria	r=0.76	32yrs	158
Popularity of the first name Braden	r=0.83	33yrs	157
The Coca-Cola Company's stock price (KO)	r=-0.85	22yrs	152
Fossil fuel use in New Zealand	r=0.76	32yrs	148
Popularity of the first name Kyla	r=0.83	33yrs	147
Google searches for 'Panama Canal'	r=0.81	20yrs	144
Novartis AG's stock price (NVS)	r=-0.89	22yrs	142
Kerosene used in Sierra Leone	r=0.77	32yrs	137
Popularity of the first name Noe	r=0.83	33yrs	137
SAP SE's stock price (SAP)	r=-0.89	22yrs	132
Google searches for 'matt parker'	r=0.79	20yrs	131
Fossil fuel use in Croatia	r=0.76	30yrs	126
Popularity of the first name Ashlyn	r=0.82	33yrs	126
Google searches for 'black holes'	r=0.79	20yrs	121
Unilever's stock price (UL)	r=-0.88	22yrs	121
Fossil fuel use in Czechia	r=0.76	29yrs	116
Popularity of the first name Angelina	r=0.82	33yrs	116
Colgate-Palmolive Company's stock price (CL)	r=-0.88	22yrs	111
Google searches for 'i have a headache'	r=-0.87	20yrs	110
Fossil fuel use in Luxembourg	r=0.74	32yrs	106
Popularity of the first name Braeden	r=0.82	33yrs	106
Realty Income's stock price (O)	r=-0.88	22yrs	101
Popularity of the first name Makaila	r=0.82	33yrs	96
Gasoline pumped in Australia	r=0.74	33yrs	94
Cognizant Technology Solutions' stock price (CTSH)	r=-0.88	22yrs	91
Petroluem consumption in Greece	r=0.74	33yrs	84
Popularity of the first name Aidan	r=0.81	33yrs	84
McDonald's stock price (MCD)	r=-0.83	22yrs	80
The number of musicians in Pennsylvania	r=0.85	20yrs	78
Liquefied petroleum gas used in Lithuania	r=0.76	31yrs	74
Popularity of the first name Dominick	r=0.81	33yrs	74
Ecolab's stock price (ECL)	r=-0.87	22yrs	70
The number of typists in Pennsylvania	r=0.85	20yrs	68
Petroluem consumption in Spain	r=0.74	33yrs	64
Popularity of the first name Macy	r=0.81	33yrs	64
Sempra's stock price (SRE)	r=-0.87	22yrs	60
The number of forging machine setters, operators, and tenders, metal and plastic in Pennsylvania	r=0.85	20yrs	58
Popularity of the first name Kailey	r=0.81	33yrs	54
Fossil fuel use in Spain	r=0.7	32yrs	50
Crown Castle's stock price (CCI)	r=-0.87	22yrs	50
The number of recreational therapists in Pennsylvania	r=0.84	20yrs	47
Popularity of the first name Shaylee	r=0.81	33yrs	44
Liquefied petroleum gas used in Botswana	r=0.72	32yrs	40
Eversource Energy's stock price (ES)	r=-0.87	22yrs	40
The number of janitors and cleaners in Pennsylvania	r=0.84	20yrs	37
Popularity of the first name Josh	r=0.81	33yrs	34
Gasoline pumped in Czechia	r=0.74	30yrs	30
Novo Nordisk's stock price (NVO)	r=-0.86	22yrs	29
Popularity of the first name America	r=0.81	33yrs	24

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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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