Top variables that correlate with Air quality in Merced, California

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

Variable	Correlation	Years	Sys. Score
The average number of likes on Simone Giertz's YouTube videos	r=0.91	9yrs	338
Average number of comments on Simone Giertz's YouTube videos	r=0.91	9yrs	338
Total comments on MrBeast's YouTube videos	r=0.86	11yrs	302
Biomass power generated in Mali	r=0.86	12yrs	278
Average length of CGP Grey YouTube videos	r=0.85	12yrs	272
Associates degrees awarded in Music and dance	r=0.85	11yrs	256
Petroluem consumption in Romania	r=0.71	31yrs	217
How geeky MinuteEarth YouTube video titles are	r=0.88	10yrs	214
The number of stonemasons in California	r=0.79	20yrs	190
The number of drywall and ceiling tile installers in California	r=0.77	20yrs	186
Number of edits to the Wikipedia article for Britney Spears	r=0.68	22yrs	180
Number of edits to the Wikipedia article for Tetris	r=0.66	22yrs	176
Patents granted to Samsung Electronics	r=0.84	12yrs	169
The number of construction laborers in California	r=0.73	20yrs	160
Number of edits to the Wikipedia article for Thomas Edison	r=0.64	22yrs	158
Solar power generated in Costa Rica	r=0.85	11yrs	156
Average number of comments on Mark Rober YouTube videos	r=0.83	12yrs	154
Violent crime rates	r=0.52	32yrs	154
China's Rare Earth Element Export Volume	r=0.85	11yrs	152
Number of edits to the Wikipedia article for Arnold Schwarzenegger	r=0.59	22yrs	151
Number of edits to the Wikipedia article for Benjamin Franklin	r=0.58	22yrs	150
Number of edits to the Wikipedia article for Hades	r=0.58	22yrs	150
University Lecturer salaries in the US	r=0.61	13yrs	148
Activision Blizzard's stock price (ATVI)	r=0.66	13yrs	148
Sumitomo Mitsui Financial Group's stock price (SMFG)	r=0.63	19yrs	148
Patents granted to Mitsubishi	r=0.8	12yrs	148
Number of edits to the Wikipedia article for Zeus	r=0.57	22yrs	148
Number of edits to the Wikipedia article for Harvard University	r=0.57	22yrs	148
Number of edits to the Wikipedia article for influenza	r=0.56	21yrs	146
Number of edits to the Wikipedia article for Nikola Tesla	r=0.56	22yrs	146
Instructor salaries in the US	r=0.59	13yrs	145
Google searches for 'restaurant near me'	r=0.77	12yrs	145
Patents granted to Amazon	r=0.8	9yrs	145
Customer satisfaction with YouTube	r=0.63	12yrs	144
Patents granted to Dell	r=0.78	11yrs	144
Cleansheets Achieved by Golden Glove Winners in the English Premier League	r=0.7	18yrs	142
Google searches for 'instagram'	r=0.75	12yrs	142
Bank of America's stock price (BAC)	r=0.57	21yrs	142
Popularity of the first name Camille	r=-0.7	32yrs	142
Patents granted to Boeing	r=0.76	12yrs	142
Number of Grand Slam Finals played by Roger Federer	r=0.73	13yrs	140
Number of times 21 was a winning Mega Millions number	r=0.53	21yrs	140
Patents granted to Toyota	r=0.75	12yrs	140
Google searches for 'how to treat a snake bite'	r=0.67	19yrs	137
Bachelor's degrees awarded in Business	r=0.84	10yrs	135
Patents granted to LG Electronics	r=0.71	12yrs	134
Patents granted to Intel	r=0.71	12yrs	134
The number of loan officers in California	r=0.72	20yrs	129
Solar power generated in Mauritania	r=0.85	9yrs	124
Average length of Simone Giertz's YouTube videos	r=0.84	9yrs	117
The number of cement masons and concrete finishers in California	r=0.69	20yrs	114
Solar power generated in Kuwait	r=0.84	9yrs	112
ORIX Corporation's stock price (IX)	r=0.56	21yrs	111
The average number of likes on Mark Rober YouTube videos	r=0.81	12yrs	106
The number of loan interviewers and clerks in California	r=0.68	20yrs	103
Solar power generated in Lebanon	r=0.82	12yrs	102
UBS Group AG's stock price (UBS)	r=0.55	21yrs	100
Total likes of Simone Giertz's YouTube videos	r=0.83	9yrs	96
Number of edits to the Wikipedia article for George Washington	r=0.54	22yrs	94
Petroluem consumption in Bulgaria	r=0.61	31yrs	92
VMware's stock price (VMW)	r=0.6	13yrs	89
Number of edits to the Wikipedia article for Abraham Lincoln	r=0.53	22yrs	87
Total likes of Mark Rober YouTube videos	r=0.79	12yrs	82
Solar power generated in Ghana	r=0.83	9yrs	81
Number of edits to the Wikipedia article for Dwayne Johnson	r=0.53	21yrs	81
The number of skincare specialists in California	r=0.74	13yrs	80
The Hartford Financial Services Group's stock price (HIG)	r=0.54	21yrs	78
Number of edits to the Wikipedia article for Alexander Hamilton	r=0.52	21yrs	75
Biomass power generated in Moldova	r=0.83	9yrs	71
Total likes of MrBeast's YouTube videos	r=0.78	11yrs	70
Number of edits to the Wikipedia article for begging the question	r=0.52	22yrs	70
The number of computer user support specialists in California	r=0.74	11yrs	68
ING Groep's stock price (ING)	r=0.53	21yrs	66
Number of edits to the Wikipedia article for Morgan Stanley	r=0.52	21yrs	65
Solar power generated in Namibia	r=0.81	12yrs	61
Number of edits to the Wikipedia article for Pluto	r=0.51	22yrs	59
Total length of Extra History YouTube videos	r=0.77	11yrs	58
The number of motorboat mechanics in California	r=0.72	13yrs	57
Exelon's stock price (EXC)	r=0.52	21yrs	55
Solar power generated in Burkina Faso	r=0.8	12yrs	50
Total comments on Mark Rober YouTube videos	r=0.75	12yrs	46
The number of carpenters in California	r=0.67	20yrs	46
Solar power generated in Belarus	r=0.82	8yrs	38
The number of event planners in California	r=0.73	11yrs	36
Average length of Numberphile YouTube videos	r=0.74	12yrs	35
Solar power generated in Iraq	r=0.81	9yrs	28
Total likes of Deep Look YouTube videos	r=0.75	9yrs	24
The number of construction equipment operators in California	r=0.65	20yrs	24
Wind power generated in Kosovo	r=0.79	12yrs	18
The number of compliance officers in California	r=0.7	13yrs	14
The average number of likes on Deep Look YouTube videos	r=0.74	9yrs	12
Solar power generated in Laos	r=0.8	10yrs	8
Total comments on Deep Look YouTube videos	r=0.73	9yrs	0
Solar power generated in Malawi	r=0.79	12yrs	-2
Solar power generated in Yemen	r=0.79	12yrs	-12
Total length of CGP Grey YouTube videos	r=0.68	12yrs	-14
Gasoline pumped in Lithuania	r=0.58	31yrs	-22
Average number of comments on Deep Look YouTube videos	r=0.7	9yrs	-24
Solar power generated in Niger	r=0.79	10yrs	-34
Average number of comments on MrBeast's YouTube videos	r=0.68	11yrs	-35
Solar power generated in Panama	r=0.79	10yrs	-44

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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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