Top variables that correlate with Air quality in Allentown

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Data source: Environmental Protection Agency
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Air quality in Allentown correlates with...

Variable	Correlation	Years	Sys. Score
Popularity of the 'spiderman pointing' meme	r=0.91	18yrs	378
Google searches for '3Blue1Brown'	r=0.91	17yrs	371
Boeing's stock price (BA)	r=0.88	22yrs	362
Becton, Dickinson and Company's stock price (BDX)	r=0.88	22yrs	360
CME Group's stock price (CME)	r=0.88	21yrs	359
Total comments on Technology Connections YouTube videos	r=0.95	9yrs	344
Total likes of Technology Connections YouTube videos	r=0.94	9yrs	342
The number of cardiovascular technicians in Pennsylvania	r=0.89	20yrs	340
The average number of likes on Technology Connections YouTube videos	r=0.92	9yrs	339
Solar power generated in Namibia	r=0.92	12yrs	338
Solar power generated in Peru	r=0.86	22yrs	338
Google searches for 'no cap'	r=0.87	20yrs	338
Wind power generated in Kosovo	r=0.91	12yrs	336
Google searches for 'who is alexa'	r=0.87	17yrs	335
HDFC Bank's stock price (HDB)	r=0.87	22yrs	328
Annual US household spending on other household products	r=0.9	23yrs	324
Annual US household spending on housekeeping supplies	r=0.88	23yrs	321
Associates degrees awarded in linguistics	r=0.94	11yrs	320
Annual US household spending on home maintenance	r=0.86	23yrs	318
Fiserv's stock price (FI)	r=0.87	22yrs	318
Annual US household spending on fish and seafood	r=0.85	23yrs	316
American Electric Power Company's stock price (AEP)	r=0.87	22yrs	308
Wind power generated in Namibia	r=0.88	16yrs	306
The average number of likes on Tom Scott's YouTube videos	r=0.88	15yrs	299
JPMorgan Chase & Co.'s stock price (JPM)	r=0.86	22yrs	297
Bachelor's degrees awarded in interdisciplinary studies	r=0.91	10yrs	296
Total comments on MrBeast's YouTube videos	r=0.89	12yrs	288
SAP SE's stock price (SAP)	r=0.86	22yrs	287
American Tower's stock price (AMT)	r=0.86	22yrs	277
Total likes of Tom Scott's YouTube videos	r=0.86	15yrs	276
Paypal's Number of Active Registered User Accounts	r=0.85	13yrs	276
Biomass power generated in Chad	r=0.91	10yrs	274
Marriott International's stock price (MAR)	r=0.86	22yrs	267
Total length of Steve Mould's YouTube videos	r=0.86	15yrs	266
Solar power generated in Costa Rica	r=0.9	11yrs	264
Aflac's stock price (AFL)	r=0.86	22yrs	257
Solar power generated in Iraq	r=0.91	9yrs	253
Yum! Brands' stock price (YUM)	r=0.86	22yrs	247
Solar power generated in Laos	r=0.9	10yrs	242
The number of event planners in Pennsylvania	r=0.88	11yrs	239
Centene's stock price (CNC)	r=0.86	22yrs	237
Solar power generated in Niger	r=0.9	10yrs	232
Average views of Technology Connections YouTube videos	r=0.92	9yrs	229
US Wind Power Generation Capacity	r=0.82	23yrs	227
The number of pharmacists in Pennsylvania	r=0.83	20yrs	227
Brown-Forman's stock price (BF.B)	r=0.86	22yrs	227
Google's Advertising Revenue	r=0.82	22yrs	226
Google's annual advertising revenue	r=0.82	22yrs	226
Microsoft's Worldwide Earnings	r=0.83	21yrs	226
The number of clergy in Pennsylvania	r=0.83	20yrs	226
The number of nurse practitioners in Pennsylvania	r=0.86	11yrs	226
Total NBA League Revenue	r=0.82	21yrs	225
Google's Annual Global Revenue	r=0.81	21yrs	224
US milk fat used to produce cheese (excluding cottage cheese)	r=0.8	22yrs	223
Google searches for 'instagram'	r=0.86	13yrs	220
How clickbait-y LockPickingLawyer YouTube video titles are	r=0.91	9yrs	218
CGI Inc.'s stock price (GIB)	r=0.86	22yrs	217
Wind power generated in Kenya	r=0.86	17yrs	214
Annual US household spending on fresh vegetables	r=0.85	23yrs	212
US household spending on home maintenance	r=0.85	23yrs	212
Annual US household spending on housing	r=0.84	23yrs	210
Annual US household spending on fruits and vegetables	r=0.83	23yrs	208
Annual US household spending on processed vegetables	r=0.83	23yrs	208
Annual US household spending on property taxes	r=0.83	23yrs	208
Consumption of dry whole milk products	r=0.71	32yrs	207
Number of times 22 was a winning Mega Millions number	r=0.74	22yrs	207
McCormick & Company's stock price (MKC)	r=0.86	22yrs	207
US per-person consumption of bottled water	r=0.8	24yrs	205
Biomass power generated in Mali	r=0.9	12yrs	204
Total length of Technology Connections YouTube videos	r=0.89	9yrs	200
Google searches for 'sushi near me'	r=0.84	20yrs	198
The number of transportation workers in Pennsylvania	r=0.83	20yrs	196
Vertex Pharmaceuticals' stock price (VRTX)	r=0.85	22yrs	196
Solar power generated in Burkina Faso	r=0.89	12yrs	193
Total length of OverSimplified YouTube videos	r=0.89	7yrs	188
Google searches for 'dollar store near me'	r=0.83	20yrs	187
Ross Stores' stock price (ROST)	r=0.85	22yrs	186
Solar power generated in Malawi	r=0.89	12yrs	183
Average number of comments on Technology Connections YouTube videos	r=0.88	9yrs	178
WEC Energy Group's stock price (WEC)	r=0.85	22yrs	176
The average number of likes on LockPickingLawyer YouTube videos	r=0.88	9yrs	168
US Bottled Water Consumption per Person	r=0.78	24yrs	168
VeriSign's stock price (VRSN)	r=0.85	22yrs	166
Google searches for 'i have a headache'	r=0.81	20yrs	164
Annual US household spending on medical supplies	r=0.83	23yrs	158
Annual US household spending on cereals and bakery products	r=0.81	23yrs	151
Average number of comments on LockPickingLawyer YouTube videos	r=0.87	9yrs	146
Annual US household spending on bakery products	r=0.81	23yrs	146
Annual US household spending on dairy products	r=0.81	23yrs	141
Annual US household spending on fresh fruits	r=0.81	23yrs	136
Average length of PBS Space Time YouTube videos	r=0.86	9yrs	135
Annual US household spending on rented dwellings	r=0.81	23yrs	131
Annual US household spending on healthcare	r=0.81	23yrs	126
Solar power generated in Cuba	r=0.83	23yrs	100
Solar power generated in Morocco	r=0.85	20yrs	90
Average length of SmarterEveryDay YouTube videos	r=0.81	17yrs	86
Solar power generated in Senegal	r=0.84	22yrs	80
Wind power generated in Morocco	r=0.82	22yrs	68
Solar power generated in Nicaragua	r=0.82	22yrs	58
Solar power generated in Taiwan	r=0.81	22yrs	46
Petroluem consumption in Lithuania	r=0.77	31yrs	36

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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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