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
Total likes of MrBeast's YouTube videos	r=0.92	12yrs	362
Total likes of Extra History YouTube videos	r=0.92	12yrs	362
Total likes of Mark Rober YouTube videos	r=0.9	13yrs	330
The number of computer user support specialists in California	r=0.9	11yrs	282
The average number of likes on Extra History YouTube videos	r=0.89	12yrs	278
Rain in San Jose	r=0.8	25yrs	228
How provocative 'Be Smart' science YouTube video titles are	r=0.9	11yrs	228
Petroluem consumption in Antarctica	r=0.69	42yrs	225
US milk fat used to produce cottage cheese	r=0.81	22yrs	224
Kerosene used in Cameroon	r=0.67	42yrs	222
Gasoline pumped in Germany	r=0.74	32yrs	222
xkcd comics published about engineering	r=0.85	17yrs	202
Popularity of the first name Maria	r=0.65	43yrs	200
Popularity of the first name Kaytlyn	r=0.68	38yrs	200
Popularity of the first name Diana	r=0.64	43yrs	198
Kerosene used in Jordan	r=0.67	42yrs	192
Rain in San Jose	r=0.74	24yrs	188
US Employment Rate	r=0.68	33yrs	186
Kerosene used in Dominica	r=0.66	42yrs	180
Customer satisfaction with Walmart	r=0.63	27yrs	174
Total number of live births in Australia	r=-0.66	43yrs	170
Kerosene used in Central African Republic	r=0.69	35yrs	168
Popularity of the first name Claudia	r=0.64	43yrs	168
The price of gold	r=-0.68	35yrs	168
Number of internet users	r=-0.78	24yrs	166
The number of carpet installers in California	r=0.74	20yrs	164
The number of automotive glass installers and repairers in California	r=0.75	20yrs	164
University Lecturer salaries in the US	r=0.7	13yrs	162
The wind speed in Los Angeles	r=0.71	22yrs	161
Carjackings in the US	r=0.63	27yrs	160
Petroluem consumption in Germany	r=0.71	32yrs	158
Popularity of the first name Tia	r=0.64	43yrs	158
Assistant Processor salaries in the US	r=0.68	13yrs	158
Car crashes in the US	r=0.7	24yrs	157
Ulta Beauty's stock price (ULTA)	r=0.7	16yrs	157
Career regular season goals scored by Sidney Crosby	r=0.68	21yrs	154
Instructor salaries in the US	r=0.63	13yrs	151
Boston Scientific's stock price (BSX)	r=0.62	22yrs	151
Emmy Awards Ceremony viewership	r=0.55	36yrs	150
Divorce rates in the United Kingdom	r=0.56	33yrs	150
Customer satisfaction with Verizon	r=0.56	28yrs	150
Violent crime rates	r=0.46	38yrs	150
Petroluem consumption in Uzbekistan	r=0.72	30yrs	148
Total annual sales of Ford Motors in the United States	r=0.65	23yrs	148
Popularity of the first name Garett	r=0.63	43yrs	147
NBA Season MVP's Age	r=0.56	32yrs	147
Google searches for 'white house hotline'	r=0.57	20yrs	146
xkcd comics published about geography	r=0.71	17yrs	146
Ice cream consumption	r=0.63	32yrs	145
Average length of Numberphile YouTube videos	r=0.83	13yrs	144
xkcd comics published about physics	r=0.7	17yrs	144
Google searches for 'attacked by a squirrel'	r=0.55	20yrs	143
Sherbet consumption	r=0.61	32yrs	142
Kerosene used in El Salvador	r=0.63	42yrs	136
Popularity of the first name Rebekah	r=0.62	43yrs	136
Rain in Los Angeles	r=0.56	43yrs	130
The number of tapers in California	r=0.72	20yrs	129
Gasoline pumped in Italy	r=0.62	43yrs	126
Popularity of the first name Marisa	r=0.62	43yrs	126
Total likes of Steve Mould's YouTube videos	r=0.76	15yrs	126
Professor salaries in the US	r=0.62	13yrs	120
Kerosene used in Seychelles	r=0.63	42yrs	116
Popularity of the first name Rhiannon	r=0.62	43yrs	116
Rain in Los Angeles	r=0.53	43yrs	115
The number of carpenters in California	r=0.68	20yrs	113
Popularity of the first name Nakia	r=0.62	43yrs	106
Associate Professor salaries in the US	r=0.6	13yrs	106
Average length of LEMMiNO YouTube videos	r=0.8	12yrs	104
The number of reinforcing iron and rebar workers in California	r=0.68	20yrs	103
Annual Rainy Days in San Francisco	r=0.51	43yrs	100
Total likes of 'Be Smart' science YouTube videos	r=0.79	11yrs	92
Hot days in Paris	r=0.8	10yrs	88
The number of event planners in California	r=0.76	11yrs	81
Fossil fuel use in Slovakia	r=0.69	29yrs	75
Total likes of The Game Theorists YouTube videos	r=0.72	15yrs	75
Kerosene used globally	r=0.62	42yrs	64
Popularity of the first name Lexus	r=0.68	33yrs	64
Total likes of 3Blue1Brown YouTube videos	r=0.75	9yrs	64
Kerosene used in Japan	r=0.61	43yrs	54
Popularity of the first name Rodolfo	r=0.61	43yrs	54
Total views on Mark Rober YouTube videos	r=0.85	13yrs	48
Kerosene used in Syria	r=0.62	42yrs	44
Popularity of the first name Judith	r=0.61	43yrs	44
Popularity of the first name Lourdes	r=0.61	43yrs	34
The average number of likes on Mark Rober YouTube videos	r=0.66	13yrs	34
Kerosene used in Philippines	r=0.61	42yrs	33
Popularity of the first name Sommer	r=0.61	43yrs	24
Petroluem consumption in Eritrea	r=0.7	28yrs	22
Average length of Casually Explained YouTube videos	r=0.67	9yrs	22
Popularity of the first name Gregorio	r=0.61	43yrs	14
Kerosene used in Indonesia	r=0.6	42yrs	12
Average length of SmarterEveryDay YouTube videos	r=0.61	17yrs	10
Popularity of the first name Sabrina	r=0.6	43yrs	2
Jet fuel used in Central African Republic	r=0.59	42yrs	0
The average number of likes on MrBeast's YouTube videos	r=0.62	12yrs	-3
Popularity of the first name Brenda	r=0.6	43yrs	-8
Petroluem consumption in Italy	r=0.58	43yrs	-10
Total comments on Steve Mould's YouTube videos	r=0.58	15yrs	-16
Popularity of the first name Tamera	r=0.6	43yrs	-18
Average length of Computerphile YouTube videos	r=0.61	11yrs	-26
Popularity of the first name Nathanial	r=0.6	43yrs	-28

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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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