Top variables that correlate with Air quality in Riverside, California

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

Variable	Correlation	Years	Sys. Score
Total likes of Mark Rober YouTube videos	r=0.94	13yrs	396
Total likes of MrBeast's YouTube videos	r=0.94	12yrs	395
The number of cement masons and concrete finishers in California	r=0.88	20yrs	338
The number of carpenters in California	r=0.87	20yrs	336
The number of drywall and ceiling tile installers in California	r=0.86	20yrs	335
Total likes of Steve Mould's YouTube videos	r=0.86	15yrs	326
The number of floral designers in California	r=0.85	20yrs	304
The number of tapers in California	r=0.85	20yrs	294
Solar power generated in Costa Rica	r=0.88	11yrs	280
Biomass power generated in Mali	r=0.87	12yrs	280
Total likes of Extra History YouTube videos	r=0.86	12yrs	273
Bachelor's degrees awarded in Engineering technologies	r=0.9	10yrs	264
Average length of Numberphile YouTube videos	r=0.85	13yrs	262
Patents granted to Amazon	r=0.86	9yrs	259
Associates degrees awarded in Music and dance	r=0.86	11yrs	258
xkcd comics published about engineering	r=0.84	17yrs	200
Total views on Mark Rober YouTube videos	r=0.86	13yrs	194
How provocative 'Be Smart' science YouTube video titles are	r=0.87	11yrs	184
Gasoline pumped in Armenia	r=0.7	30yrs	184
The number of roofers in California	r=0.83	20yrs	176
Boston Scientific's stock price (BSX)	r=0.67	22yrs	174
University Lecturer salaries in the US	r=0.75	13yrs	169
The number of automotive glass installers and repairers in California	r=0.83	20yrs	166
Total views on MrBeast's YouTube videos	r=0.85	12yrs	162
VMware's stock price (VMW)	r=0.75	13yrs	162
Ulta Beauty's stock price (ULTA)	r=0.7	16yrs	157
Number of edits to the Wikipedia article for Thomas Edison	r=0.61	22yrs	154
China's Rare Earth Element Export Volume	r=0.84	11yrs	150
Patents granted to Boeing	r=0.81	12yrs	150
The number of movies Tyrese Gibson appeared in	r=0.7	24yrs	148
Number of edits to the Wikipedia article for Benjamin Franklin	r=0.57	22yrs	148
Number of edits to the Wikipedia article for Zeus	r=0.57	22yrs	148
The average number of likes on Extra History YouTube videos	r=0.85	12yrs	146
Number of times 21 was a winning Mega Millions number	r=0.57	22yrs	146
Number of edits to the Wikipedia article for Arnold Schwarzenegger	r=0.56	22yrs	146
Patents granted to Samsung Electronics	r=0.78	12yrs	145
Annual book sales in the US	r=0.79	11yrs	144
US Motorcycle Manufacturing Industry Revenue	r=0.79	12yrs	144
Assistant Processor salaries in the US	r=0.58	13yrs	144
Patents granted to Dell	r=0.78	11yrs	144
Solar power generated in Malawi	r=0.85	12yrs	142
Patents granted to Hyundai	r=0.79	8yrs	142
Number of edits to the Wikipedia article for Nikola Tesla	r=0.53	22yrs	142
Intercountry adoptions	r=0.75	15yrs	140
US production of cream products	r=0.78	7yrs	140
Patents granted to Mitsubishi	r=0.75	12yrs	140
Number of edits to the Wikipedia article for Abraham Lincoln	r=0.52	22yrs	140
Average length of LEMMiNO YouTube videos	r=0.84	12yrs	135
Wind power generated in Kosovo	r=0.84	12yrs	130
Motorola Solutions' stock price (MSI)	r=0.65	22yrs	126
The number of professional painters in California	r=0.8	20yrs	121
Solar power generated in Namibia	r=0.84	12yrs	120
T-Mobile Us' stock price (TMUS)	r=0.68	16yrs	114
Solar power generated in Lebanon	r=0.83	12yrs	109
The number of construction equipment operators in California	r=0.76	20yrs	105
Total likes of The Game Theorists YouTube videos	r=0.8	15yrs	102
Dollar General's stock price (DG)	r=0.68	14yrs	102
Solar power generated in Hong Kong	r=0.8	13yrs	96
The Hartford Financial Services Group's stock price (HIG)	r=0.62	22yrs	91
Eli Lilly and Company's stock price (LLY)	r=0.6	22yrs	78
The number of plumbers in California	r=0.76	20yrs	76
Petroluem consumption in Armenia	r=0.64	30yrs	76
Visa Inc.'s stock price (V)	r=0.63	15yrs	66
Kerosene used in South Africa	r=0.55	42yrs	64
The number of property association managers in California	r=0.74	20yrs	62
Total length of OverSimplified YouTube videos	r=0.8	7yrs	59
Bank of America's stock price (BAC)	r=0.59	22yrs	56
Solar power generated in Belarus	r=0.84	8yrs	52
The number of librarians in California	r=0.76	16yrs	51
Total likes of 'Be Smart' science YouTube videos	r=0.76	11yrs	47
Ameren's stock price (AEE)	r=0.59	22yrs	46
Solar power generated in Laos	r=0.83	10yrs	42
The number of insurance underwriters in California	r=0.72	20yrs	39
Total comments on Steve Mould's YouTube videos	r=0.72	15yrs	35
Franco-Nevada's stock price (FNV)	r=0.62	16yrs	35
Solar power generated in Ukraine	r=0.82	12yrs	32
The number of city bus drivers in California	r=0.71	20yrs	29
Average length of Casually Explained YouTube videos	r=0.76	9yrs	25
Broadcom's stock price (AVGO)	r=0.63	14yrs	24
Gasoline pumped in Lithuania	r=0.61	31yrs	22
The number of construction laborers in California	r=0.71	20yrs	18
Total comments on OverSimplified YouTube videos	r=0.76	7yrs	13
Lululemon's stock price (LULU)	r=0.56	16yrs	12
Geothermal power generated in France	r=0.8	11yrs	8
The number of cabinetmakers in California	r=0.69	20yrs	4
The average number of likes on Mark Rober YouTube videos	r=0.7	13yrs	0
Morgan Stanley's stock price (MS)	r=0.55	22yrs	0
Renewable energy production in The Bahamas	r=0.79	12yrs	-2
The number of loan interviewers and clerks in California	r=0.68	20yrs	-7
Average length of Computerphile YouTube videos	r=0.71	11yrs	-10
Cheniere Energy's stock price (LNG)	r=0.55	22yrs	-10
Solar power generated in The Bahamas	r=0.79	12yrs	-12
The number of automotive service technicians and mechanics in California	r=0.68	20yrs	-17
American Water Works Company's stock price (AWK)	r=0.59	15yrs	-20
Wind power generated in Nepal	r=0.81	8yrs	-23
Total likes of 3Blue1Brown YouTube videos	r=0.69	9yrs	-26
The number of computer user support specialists in California	r=0.83	11yrs	-28
Solar power generated in Burkina Faso	r=0.78	12yrs	-34
The average number of likes on 'Be Smart' science YouTube videos	r=0.66	11yrs	-38
Petroluem consumption in Lithuania	r=0.57	31yrs	-44
The number of farm equipment mechanics in California	r=0.74	13yrs	-50

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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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