Top variables that correlate with Air quality in Johnstown, Pennsylvania

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

Variable	Correlation	Years	Has img?
Google searches for 'i have the flu'	r=0.76	20yrs	No

Air quality in Johnstown, Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
Biomass power generated in Qatar	r=0.97	10yrs	403
Solar power generated in Angola	r=0.95	12yrs	402
Solar power generated in North Macedonia	r=0.96	11yrs	402
Number of active magazines in the United States	r=0.9	15yrs	364
Customer satisfaction with Apple	r=0.85	28yrs	363
How insightful Mark Rober YouTube video titles are	r=0.92	13yrs	353
Bachelor's degrees awarded in social services	r=0.95	10yrs	352
Hollister retail store count worldwide	r=0.87	23yrs	340
US milk fat used to produce sour cream	r=0.88	22yrs	340
US dairy skim solids used to produce sour cream	r=0.88	22yrs	338
Total likes of SciShow Space YouTube videos	r=0.9	10yrs	337
The number of compliance officers in Pennsylvania	r=0.91	13yrs	336
Patents granted to LG Electronics	r=0.9	12yrs	333
GMO use in corn	r=0.88	24yrs	328
Associates degrees awarded in Theology	r=0.92	11yrs	316
Kerosene used in Falkland Islands	r=0.87	26yrs	311
The average number of likes on CGP Grey YouTube videos	r=0.86	13yrs	304
Solar power generated in Aruba	r=0.92	12yrs	298
Bachelor's degrees awarded in Physical sciences	r=0.93	10yrs	298
Renewable energy production in British Virgin Islands	r=0.91	12yrs	286
US average dairy skim-solid content of sour cream	r=0.86	22yrs	284
Patents granted to Apple	r=0.87	12yrs	278
Solar power generated in Libya	r=0.9	12yrs	274
US average dairy skim-solid content of sour cream	r=0.86	22yrs	274
Bachelor's degrees awarded in journalism	r=0.91	10yrs	266
How cool The Game Theorists YouTube video titles are	r=0.85	15yrs	254
Customer satisfaction with Dillard's	r=0.82	27yrs	252
Average milk produced per cow in the US	r=0.69	43yrs	250
Wind power generated in Slovenia	r=0.94	9yrs	248
Customer satisfaction with Southwest Airlines	r=0.77	28yrs	246
Total number of automotive recalls	r=0.66	43yrs	244
Wind power generated in Bangladesh	r=0.93	9yrs	236
Total number of live births in Australia	r=0.75	43yrs	236
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.69	43yrs	234
USA Population	r=0.7	43yrs	229
The number of clergy in Pennsylvania	r=0.83	20yrs	226
U.S. direct investment abroad	r=0.8	22yrs	224
Patents granted in the US	r=0.63	41yrs	224
The number of surgical technologists in Pennsylvania	r=0.82	20yrs	224
Budget for largest movie production	r=0.63	43yrs	222
Inflation in the US	r=0.73	31yrs	222
Annual Revenue of Walt Disney Company	r=0.71	32yrs	222
Gasoline Prices in the US	r=0.7	33yrs	222
US Annual Tax Revenue	r=0.66	42yrs	222
Movie Releases in the US & Canada	r=0.62	43yrs	220
Intel Corporation's annual revenue	r=0.67	36yrs	218
Number of Movies Released Annually	r=0.62	43yrs	217
GMO use in cotton	r=0.84	23yrs	213
GMO use in soybeans	r=0.82	23yrs	213
Popularity of the first name Callie	r=0.73	43yrs	212
Popularity of the first name Marlee	r=0.73	43yrs	212
Popularity of the first name Liana	r=0.73	43yrs	212
Automotive recalls issued by Keystone RV Company	r=0.73	25yrs	210
Customer satisfaction with AT&T	r=0.8	18yrs	210
Customer satisfaction with Costco	r=0.76	22yrs	208
Annual US household spending on utilities	r=0.83	23yrs	208
Annual US household spending on electricity	r=0.83	23yrs	208
Automotive recalls issued by BMW of North America	r=0.59	43yrs	207
GMO use in soybeans	r=0.82	23yrs	183
Popularity of the first name Ruby	r=0.72	43yrs	180
US production of yogurt, nonfrozen	r=0.84	22yrs	179
GMO use in corn	r=0.81	24yrs	172
Popularity of the first name Liliana	r=0.72	43yrs	170
US milk fat used to produce whey products (net)	r=0.83	22yrs	168
Popularity of the first name Anderson	r=0.72	43yrs	160
US milk fat used to produce yogurt	r=0.83	22yrs	158
GMO use in cotton	r=0.8	23yrs	157
Electricity generation in Kazakhstan	r=0.85	30yrs	150
Popularity of the first name Elle	r=0.72	43yrs	150
Solar power generated in Madagascar	r=0.9	12yrs	144
US production of evaporated and condensed milk	r=0.8	22yrs	143
Popularity of the first name Julian	r=0.71	43yrs	139
Electricity generation in Russia	r=0.84	30yrs	138
US dairy skim solids used to produce yogurt, nonfrozen	r=0.8	22yrs	132
Popularity of the first name Josiah	r=0.71	43yrs	129
Electricity generation in Libya	r=0.75	42yrs	127
Popularity of the first name Genesis	r=0.71	43yrs	119
Fossil fuel use in Libya	r=0.75	42yrs	117
Italian-type cheese consumption	r=0.8	27yrs	116
US Bottled Water Consumption per Person	r=0.79	24yrs	110
Popularity of the first name Lucy	r=0.71	43yrs	109
Gasoline pumped in Kazakhstan	r=0.84	30yrs	106
Hispanic cheese consumption	r=0.81	26yrs	106
Popularity of the first name Lukas	r=0.71	43yrs	99
Hydopower energy generated in Congo-Kinshasa	r=0.73	42yrs	94
Mozzarella cheese consumption	r=0.79	27yrs	94
Popularity of the first name Alina	r=0.71	43yrs	89
Biomass power generated in Hungary	r=0.8	32yrs	84
Yogurt consumption	r=0.75	32yrs	83
Popularity of the first name Eden	r=0.71	43yrs	79
Popularity of the first name Moshe	r=0.71	43yrs	69
Butter consumption	r=0.71	32yrs	67
Petroluem consumption in Turks and Caicos Islands	r=0.85	27yrs	64
Popularity of the first name Alessandra	r=0.71	43yrs	59
Milk-fat consumption	r=0.7	32yrs	56
Nuclear power generation in Czechia	r=0.81	29yrs	53
Popularity of the first name Layla	r=0.71	43yrs	49
Biomass power generated in Austria	r=0.72	42yrs	42
Popularity of the first name Presley	r=0.71	43yrs	39
Popularity of the first name Chaim	r=0.71	43yrs	29
Popularity of the first name Eliezer	r=0.71	43yrs	19

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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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