Top variables that correlate with Air quality in Williamsport, Pennsylvania

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Data source: Environmental Protection Agency
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Air quality in Williamsport, Pennsylvania correlates with...

Variable	Correlation	Years	Sys. Score
How fun SciShow Space YouTube video titles are	r=0.95	10yrs	354
The number of economists in Pennsylvania	r=0.86	20yrs	335
Customer satisfaction with TJ Maxx	r=0.86	14yrs	320
Master's degrees awarded in Physical sciences	r=0.88	10yrs	261
How geeky SciShow Space YouTube video titles are	r=0.87	10yrs	248
Biomass power generated in Rwanda	r=0.82	22yrs	228
Total Revenue of the NFL Teams	r=0.84	20yrs	227
Google searches for 'headache remedies'	r=0.83	20yrs	227
The number of security guards in Pennsylvania	r=0.84	20yrs	227
Biomass power generated in India	r=0.81	23yrs	227
The distance between Saturn and the Sun	r=0.8	44yrs	226
The distance between Saturn and Earth	r=0.8	44yrs	226
The distance between Saturn and the moon	r=0.8	44yrs	226
Wind power generated in Czechia	r=0.8	22yrs	224
Muenster cheese consumption	r=0.82	27yrs	218
Google searches for 'i have the flu'	r=0.79	20yrs	211
Fomento Econ's stock price (FMX)	r=0.77	22yrs	208
British American Tobacco p.l.c.'s stock price (BTI)	r=0.76	22yrs	207
Simon Property Group's stock price (SPG)	r=0.76	22yrs	207
Blue cheese consumption	r=0.74	27yrs	206
Popularity of the first name Dexter	r=0.69	43yrs	206
Customer satisfaction with Southwest Airlines	r=0.7	28yrs	206
US household spending on rented dwellings	r=0.8	23yrs	204
Popularity of the first name Marshall	r=0.66	43yrs	202
Popularity of the first name Roland	r=0.65	43yrs	200
Google searches for 'best schools'	r=0.82	20yrs	196
The distance between Saturn and Mercury	r=0.79	44yrs	195
Gasoline pumped in Argentina	r=0.68	42yrs	194
Average number of comments on CGP Grey YouTube videos	r=0.82	13yrs	193
Total annual sales revenue of Ford Motors in Canada	r=0.8	19yrs	192
US milk fat used to produce whey products (net)	r=0.79	22yrs	192
China's Annual Passenger Car Production	r=0.8	18yrs	189
The number of library science teachers in Pennsylvania	r=0.78	20yrs	188
U.S. direct investment abroad	r=0.75	22yrs	187
Economic output of Washington metro area	r=0.76	21yrs	186
Total employee count at Continental AG	r=0.73	24yrs	186
Adidas Group's Global Net Sales	r=0.73	23yrs	180
Petroluem consumption in Russia	r=0.73	30yrs	179
Enbridge's stock price (ENB)	r=0.75	22yrs	176
Customer satisfaction with Costco	r=0.67	22yrs	175
The distance between Saturn and Venus	r=0.72	44yrs	174
GMO use in corn	r=0.74	24yrs	172
The number of movies Elizabeth Olsen appeared in	r=0.68	31yrs	172
GMO use in cotton	r=0.76	23yrs	171
Customer satisfaction with Kroger	r=0.61	27yrs	171
Customer satisfaction with Nordstrom	r=0.6	27yrs	170
Customer satisfaction with Twitter	r=0.81	10yrs	169
Petroluem consumption in Kazakhstan	r=0.72	30yrs	168
Popularity of the first name Wesley	r=0.64	43yrs	168
US household spending on healthcare	r=0.76	23yrs	168
US household spending on health insurance	r=0.76	23yrs	168
Popularity of the 'friday friday friday' meme	r=0.74	18yrs	168
The number of movies Oscar Isaac appeared in	r=0.68	28yrs	168
Restaurant spending in Pennsylvania	r=0.73	24yrs	166
U.S. intercountry adoptions	r=-0.81	23yrs	165
US imports of non-edible fishery product	r=0.78	17yrs	165
Annual US household spending on telephone services	r=0.74	23yrs	165
Google searches for 'how to make baby'	r=0.81	20yrs	164
Ticket prices at North American movie theaters	r=0.72	22yrs	164
US milk fat used to produce yogurt	r=0.78	22yrs	160
Petroluem consumption in Sierra Leone	r=0.64	42yrs	158
Popularity of the first name Warren	r=0.64	43yrs	158
Google searches for 'how to make baby'	r=0.8	20yrs	152
US dairy skim solids used to produce yogurt, nonfrozen	r=0.77	22yrs	147
Liquefied petroleum gas used in Ethiopia	r=0.63	42yrs	146
AIG's stock price (AIG)	r=-0.8	22yrs	143
Google searches for 'scooby doo where are you'	r=0.78	20yrs	140
Total comments on SciShow Space YouTube videos	r=0.77	10yrs	138
US production of whey products (net)	r=0.75	22yrs	136
The number of petroleum engineers in Pennsylvania	r=0.75	20yrs	134
Coterra Energy's stock price (CTRA)	r=0.71	22yrs	130
Google searches for 'google'	r=0.77	20yrs	128
US production of butter	r=0.74	22yrs	124
The number of physical therapists in Pennsylvania	r=0.75	20yrs	124
RTX Corp's stock price (RTX)	r=0.7	22yrs	118
US milk fat used to produce butter	r=0.74	22yrs	114
Popularity of the first name Kendrick	r=0.61	43yrs	114
The number of hotel desk clerks in Pennsylvania	r=0.75	20yrs	114
Wind power generated in Falkland Islands	r=0.78	22yrs	112
Altria Group's stock price (MO)	r=0.69	22yrs	106
US dairy skim solids used to produce whey products	r=0.75	22yrs	104
Biomass power generated in Papua New Guinea	r=0.78	22yrs	102
Rogers Communications' stock price (RCI)	r=0.69	22yrs	96
Google searches for 'two day shipping'	r=0.75	20yrs	95
Biomass power generated in Zambia	r=0.78	22yrs	92
US dairy skim solids used to produce butter	r=0.74	22yrs	92
Dominion Energy's stock price (D)	r=0.68	22yrs	85
Gasoline pumped in Timor-Leste	r=0.81	19yrs	80
Wells Fargo & Company's stock price (WFC)	r=0.66	22yrs	72
Wind power generated in Taiwan	r=0.76	22yrs	68
US average milk-fat content of yogurt, nonfrozen	r=0.77	22yrs	66
TC Energy's stock price (TRP)	r=0.67	22yrs	62
Gasoline pumped in Micronesia	r=0.78	22yrs	58
US average dairy skim-solid content of yogurt, nonfrozen	r=0.77	22yrs	56
Jet fuel used in Saint Kitts and Nevis	r=0.78	22yrs	48
US average dairy skim-solid content of yogurt, nonfrozen	r=0.76	22yrs	44
Gasoline pumped in Palestinian Territories	r=0.75	25yrs	37
Jet fuel used in Timor-Leste	r=0.79	19yrs	27
Solar power generated in Czechia	r=0.7	29yrs	16
Hydopower energy generated in Greenland	r=0.74	23yrs	6
Biomass power generated in Slovenia	r=0.74	23yrs	-4

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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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