Top variables that correlate with Air quality in Modesto, California

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Data source: Environmental Protection Agency
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Air quality in Modesto, California correlates with...

Variable	Correlation	Years	Sys. Score
Average length of Numberphile YouTube videos	r=0.92	13yrs	363
Total likes of MrBeast's YouTube videos	r=0.88	12yrs	306
Total views on Mark Rober YouTube videos	r=0.88	13yrs	287
Google searches for 'instagram'	r=0.86	13yrs	280
The number of computer user support specialists in California	r=0.87	11yrs	278
The number of phlebotomists in California	r=0.86	11yrs	278
Renewable energy production in U.S. Virgin Islands	r=0.86	11yrs	278
Master's degrees awarded in Public administration	r=0.88	10yrs	261
Associates degrees awarded in Physical sciences	r=0.86	11yrs	258
Total views on MrBeast's YouTube videos	r=0.88	12yrs	236
Liquefied petroleum gas used in Suriname	r=0.63	42yrs	216
Boston Scientific's stock price (BSX)	r=0.79	22yrs	212
How professional-sounding Numberphile YouTube video titles are	r=0.85	13yrs	212
Ulta Beauty's stock price (ULTA)	r=0.79	16yrs	186
AstraZeneca's stock price (AZN)	r=0.73	22yrs	182
Gasoline pumped in Poland	r=0.58	43yrs	180
Automotive recalls issued by Chrysler	r=0.52	43yrs	176
Automotive recalls for issues with the Seats	r=0.52	43yrs	172
Google searches for 'reddit'	r=0.82	16yrs	172
University Lecturer salaries in the US	r=0.74	13yrs	168
Google searches for 'restaurant near me'	r=0.82	13yrs	168
Popularity of the first name Laken	r=0.64	39yrs	164
Popularity of the 'spiderman pointing' meme	r=0.72	18yrs	164
Customer satisfaction with LinkedIn	r=0.74	10yrs	158
Assistant Processor salaries in the US	r=0.67	13yrs	157
Popularity of the first name Quincy	r=0.56	43yrs	156
Popularity of the first name Magdalena	r=0.56	43yrs	156
The average number of likes on Mark Rober YouTube videos	r=0.82	13yrs	153
Cheniere Energy's stock price (LNG)	r=0.73	22yrs	152
Customer satisfaction with YouTube	r=0.68	12yrs	152
Patents granted to Dell	r=0.82	11yrs	150
Hot days in Paris	r=0.81	10yrs	149
Automotive recalls for issues with the Electrical System	r=0.46	43yrs	148
Patents granted to LG Electronics	r=0.8	12yrs	148
Patents granted to Mitsubishi	r=0.8	12yrs	148
Instructor salaries in the US	r=0.6	13yrs	146
xkcd comics published about engineering	r=0.71	17yrs	146
Popularity of the 'this is fine' meme	r=0.69	18yrs	145
Number of times 25 was a winning Mega Millions number	r=0.55	22yrs	144
The number of human resources specialists in California	r=0.78	11yrs	144
Popularity of the 'this is fine' meme	r=0.68	18yrs	144
Patents granted to Samsung Electronics	r=0.77	12yrs	144
Patents granted to Toyota	r=0.77	12yrs	144
D.R. Horton's stock price (DHI)	r=0.73	22yrs	142
Google searches for 'how to learn python'	r=0.77	17yrs	135
Total likes of Mark Rober YouTube videos	r=0.81	13yrs	132
Waste Connections' stock price (WCN)	r=0.75	18yrs	132
Google searches for 'how to move to europe'	r=0.67	20yrs	124
Solar power generated in Costa Rica	r=0.84	11yrs	124
Average length of LEMMiNO YouTube videos	r=0.82	12yrs	122
Elevance Health's stock price (ELV)	r=0.72	22yrs	121
Petroluem consumption in Fiji	r=0.55	42yrs	114
Popularity of the first name Roxanna	r=-0.62	43yrs	114
The number of skincare specialists in California	r=0.76	13yrs	113
Google searches for 'my cat scratched me'	r=0.76	16yrs	112
Average length of SmarterEveryDay YouTube videos	r=0.78	17yrs	111
The Progressive Corporation's stock price (PGR)	r=0.72	22yrs	111
Google searches for 'why do i have a migraine'	r=0.73	20yrs	102
Jet fuel used in Israel	r=0.53	43yrs	102
Lennar's stock price (LEN)	r=0.72	22yrs	101
Total likes of The Game Theorists YouTube videos	r=0.79	15yrs	100
Petroluem consumption in Philippines	r=0.54	42yrs	92
Eli Lilly and Company's stock price (LLY)	r=0.71	22yrs	90
Google searches for 'tetanus'	r=0.7	20yrs	88
UnitedHealth Group's stock price (UNH)	r=0.71	22yrs	80
Electricity generation in Guinea-Bissau	r=0.5	42yrs	80
Total likes of Steve Mould's YouTube videos	r=0.76	15yrs	71
Centene's stock price (CNC)	r=0.71	22yrs	70
Fossil fuel use in Guinea-Bissau	r=0.5	42yrs	70
Google searches for 'roblox'	r=0.74	16yrs	64
The average number of likes on MrBeast's YouTube videos	r=0.78	12yrs	61
Petroluem consumption in South Sudan	r=0.84	10yrs	60
Mastercard's stock price (MA)	r=0.73	17yrs	58
Google searches for 'climate change'	r=0.73	16yrs	53
Total likes of Extra History YouTube videos	r=0.78	12yrs	51
O'Reilly Automotive's stock price (ORLY)	r=0.7	22yrs	48
Wind power generated in Honduras	r=0.79	11yrs	47
Google searches for 'white house hotline'	r=0.54	20yrs	42
Total comments on Steve Mould's YouTube videos	r=0.75	15yrs	40
TransDigm Group's stock price (TDG)	r=0.73	17yrs	38
Solar power generated in North Macedonia	r=0.79	11yrs	37
Google searches for '3Blue1Brown'	r=0.72	17yrs	32
The Allstate Corporation's stock price (ALL)	r=0.7	22yrs	28
Renewable energy production in Botswana	r=0.79	10yrs	26
Google searches for 'how to calculate a correlation'	r=0.72	17yrs	22
Average length of SciShow Space YouTube videos	r=0.72	10yrs	20
Alnylam Pharmaceuticals' stock price (ALNY)	r=0.72	19yrs	18
Solar power generated in Botswana	r=0.79	10yrs	16
Average length of Computerphile YouTube videos	r=0.71	11yrs	10
Ameriprise Financial's stock price (AMP)	r=0.72	18yrs	7
Fossil fuel use in South Sudan	r=0.79	10yrs	6
The average number of likes on Steve Mould's YouTube videos	r=0.68	15yrs	-1
Amgen's stock price (AMGN)	r=0.69	22yrs	-4
Liquefied petroleum gas used in Bermuda	r=0.5	42yrs	-4
Total length of Steve Mould's YouTube videos	r=0.68	15yrs	-11
Northrop Grumman's stock price (NOC)	r=0.69	22yrs	-14
Jet fuel used in South Sudan	r=0.81	10yrs	-14
Average length of Technology Connections YouTube videos	r=0.71	9yrs	-22
Gasoline pumped in U.S. Pacific Islands	r=0.5	42yrs	-24
The average number of likes on Extra History YouTube videos	r=0.68	12yrs	-34
Kerosene used in Guinea	r=0.49	42yrs	-35

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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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