Top variables that correlate with Air quality in Los Angeles

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

Variable	Correlation	Years	Has img?
Total likes of Mark Rober YouTube videos	r=0.95	13yrs	No
Total likes of MrBeast's YouTube videos	r=0.94	12yrs	No
Bachelor's degrees awarded in Engineering technologies	r=0.9	10yrs	No
Associates degrees awarded in Music and dance	r=0.89	11yrs	No
Patents granted to Amazon	r=0.86	9yrs	No
Total likes of Steve Mould's YouTube videos	r=0.85	15yrs	No
Patents granted to Mitsubishi	r=0.83	12yrs	No
Popularity of the first name Reyna	r=0.8	43yrs	Yes!
Electricity generation in Austria	r=0.75	42yrs	No
Gasoline pumped in South Korea	r=0.74	43yrs	No
Ulta Beauty's stock price (ULTA)	r=0.73	16yrs	No
Total comments on Steve Mould's YouTube videos	r=0.72	15yrs	No
Average milk produced per cow in the US	r=0.67	43yrs	No
USA Population	r=0.65	43yrs	No
The number of movies Nicolas Cage appeared in	r=0.62	44yrs	No

Air quality in Los Angeles also correlates with...

Variable	Correlation	Years	Sys. Score
The number of computer user support specialists in California	r=0.87	11yrs	278
Patents granted to Samsung Electronics	r=0.87	12yrs	278
Average length of Numberphile YouTube videos	r=0.87	13yrs	276
Total likes of Extra History YouTube videos	r=0.88	12yrs	266
Associates degrees awarded in Multi/interdisciplinary studies	r=0.86	11yrs	258
Average length of LEMMiNO YouTube videos	r=0.85	12yrs	252
Automotive recalls for issues with Exterior Lighting	r=0.64	43yrs	240
Petroluem consumption in Tonga	r=0.78	42yrs	238
Renewable energy production in Chile	r=0.74	42yrs	236
Total views on Mark Rober YouTube videos	r=0.89	13yrs	228
Popularity of the first name Khalil	r=0.8	43yrs	222
US Annual Tax Revenue	r=0.65	42yrs	220
Popularity of the first name Ismael	r=0.76	43yrs	216
Automotive recalls issued by BMW of North America	r=0.6	43yrs	208
Petroluem consumption in South Korea	r=0.74	43yrs	204
Eli Lilly and Company's stock price (LLY)	r=0.74	22yrs	204
Total number of automotive recalls	r=0.58	43yrs	202
xkcd comics published about engineering	r=0.85	17yrs	202
Average number of milk cows in the United States	r=-0.67	43yrs	194
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.59	43yrs	188
Google searches for 'ice bath'	r=0.77	20yrs	188
Budget for largest movie production	r=0.6	43yrs	187
How provocative 'Be Smart' science YouTube video titles are	r=0.89	11yrs	186
Patents granted in the US	r=0.58	41yrs	186
Liquefied petroleum gas used in South Korea	r=0.74	43yrs	184
Popularity of the first name Kyler	r=0.74	43yrs	184
Number of Las Vegas Hotel Room Check-Ins	r=0.63	34yrs	182
Global count of operating nuclear power plants	r=0.58	43yrs	181
Cheniere Energy's stock price (LNG)	r=0.72	22yrs	181
The Progressive Corporation's stock price (PGR)	r=0.69	22yrs	176
Automotive recalls for issues with the Electrical System	r=0.54	43yrs	175
Gasoline pumped in Thailand	r=0.75	42yrs	174
Automotive recalls for issues with the Seats	r=0.53	43yrs	174
Total views on MrBeast's YouTube videos	r=0.86	12yrs	173
Popularity of the first name Lane	r=0.73	43yrs	172
Automotive recalls issued by Chrysler	r=0.49	43yrs	172
Automotive recalls issued by Mercedes-Benz USA	r=0.49	43yrs	172
University Lecturer salaries in the US	r=0.77	13yrs	172
The number of movies Tyrese Gibson appeared in	r=0.72	24yrs	170
Patents granted to Boeing	r=0.84	12yrs	169
Electricity generation in Belgium	r=0.72	42yrs	162
Popularity of the first name Miriam	r=0.73	43yrs	162
Patents granted in the US	r=0.56	41yrs	160
The number of cement masons and concrete finishers in California	r=0.72	20yrs	159
Electricity generation in Guam	r=0.72	42yrs	152
Popularity of the first name Emilio	r=0.73	43yrs	152
Motorola Solutions' stock price (MSI)	r=0.68	22yrs	145
Hydopower energy generated in Pakistan	r=0.72	42yrs	142
Popularity of the first name Uriel	r=0.73	43yrs	142
Elevance Health's stock price (ELV)	r=0.67	22yrs	134
Hydopower energy generated in Turkiye	r=0.72	42yrs	132
Popularity of the first name Houston	r=0.73	43yrs	132
The average number of likes on Extra History YouTube videos	r=0.85	12yrs	126
Northrop Grumman's stock price (NOC)	r=0.67	22yrs	124
Petroluem consumption in El Salvador	r=0.74	42yrs	122
Popularity of the first name Magdalena	r=0.73	43yrs	122
Fair Isaac's stock price (FICO)	r=0.67	22yrs	114
Popularity of the first name Marianna	r=0.73	43yrs	112
Electricity generation in American Samoa	r=0.71	42yrs	111
Ameren's stock price (AEE)	r=0.67	22yrs	104
Popularity of the first name Anais	r=0.73	43yrs	102
Petroluem consumption in Philippines	r=0.73	42yrs	101
Merck & Co.'s stock price (MRK)	r=0.66	22yrs	92
Liquefied petroleum gas used in Philippines	r=0.73	42yrs	91
Popularity of the first name Maia	r=0.72	43yrs	90
Total likes of The Game Theorists YouTube videos	r=0.79	15yrs	90
O'Reilly Automotive's stock price (ORLY)	r=0.66	22yrs	82
Gasoline pumped in Taiwan	r=0.73	42yrs	81
Popularity of the first name Hassan	r=0.72	43yrs	80
Arthur J. Gallagher & Co.'s stock price (AJG)	r=0.66	22yrs	72
Petroluem consumption in Tunisia	r=0.73	42yrs	71
Popularity of the first name Misael	r=0.72	43yrs	70
Total likes of 'Be Smart' science YouTube videos	r=0.79	11yrs	62
Fossil fuel use in Guam	r=0.7	42yrs	60
Popularity of the first name Zaire	r=0.72	43yrs	60
Boston Scientific's stock price (BSX)	r=0.65	22yrs	60
Electricity generation in United States	r=0.7	42yrs	50
Popularity of the first name Harley	r=0.71	43yrs	49
Average length of Computerphile YouTube videos	r=0.75	11yrs	46
Jet fuel used in Brunei	r=0.72	42yrs	40
Popularity of the first name Viviana	r=0.71	43yrs	39
Popularity of the first name Stone	r=0.71	43yrs	29
Average length of Casually Explained YouTube videos	r=0.75	9yrs	24
Popularity of the first name Reina	r=0.71	43yrs	19
The average number of likes on Mark Rober YouTube videos	r=0.71	13yrs	12
Average length of SmarterEveryDay YouTube videos	r=0.68	17yrs	1

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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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