Top variables that correlate with Air quality in Fresno, California

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

Variable	Correlation	Years	Has img?
Rain in San Jose	r=0.54	24yrs	No

Air quality in Fresno, California also correlates with...

Variable	Correlation	Years	Sys. Score
Total likes of Mark Rober YouTube videos	r=0.89	13yrs	328
Total likes of MrBeast's YouTube videos	r=0.89	12yrs	328
Total views on Mark Rober YouTube videos	r=0.91	13yrs	322
Patents granted to Samsung Electronics	r=0.85	12yrs	276
Total likes of Extra History YouTube videos	r=0.86	12yrs	273
Master's degrees awarded in Agriculture and natural resources	r=0.85	10yrs	242
How provocative 'Be Smart' science YouTube video titles are	r=0.89	11yrs	226
Petroluem consumption in Lithuania	r=0.71	31yrs	217
Petroluem consumption in Armenia	r=0.69	30yrs	183
Gasoline pumped in Mauritania	r=0.59	42yrs	180
McDonald's stock price (MCD)	r=0.66	22yrs	176
Aflac's stock price (AFL)	r=0.69	22yrs	176
Cigna's stock price (CI)	r=0.68	22yrs	175
Instructor salaries in the US	r=0.72	13yrs	164
Google searches for 'how to move to europe'	r=0.65	20yrs	161
Google searches for 'ice bath'	r=0.7	20yrs	158
Google searches for 'what is the FDIC'	r=0.7	20yrs	158
Rain in San Diego	r=0.54	43yrs	156
University Lecturer salaries in the US	r=0.65	13yrs	154
Internet Access Rate among US Citizens	r=0.66	23yrs	153
Customer satisfaction with United Airlines	r=0.58	28yrs	152
Rain in Los Angeles	r=0.51	43yrs	152
Number of times 24 was a winning Mega Millions number	r=0.6	22yrs	151
US milk fat used to produce sour cream	r=0.65	22yrs	150
Rain in Los Angeles	r=0.5	43yrs	150
US dairy skim solids used to produce sour cream	r=0.65	22yrs	149
The number of computer user support specialists in California	r=0.81	11yrs	148
Patents granted to Mitsubishi	r=0.8	12yrs	148
xkcd comics published about geography	r=0.71	17yrs	146
Northrop Grumman's stock price (NOC)	r=0.68	22yrs	145
Customer satisfaction with YouTube	r=0.63	12yrs	144
The number of event planners in California	r=0.77	11yrs	142
Customer satisfaction with American Airlines	r=0.51	28yrs	142
Annual US household spending on laundry and cleaning supplies	r=0.72	23yrs	142
xkcd comics published about engineering	r=0.69	17yrs	142
Patents granted to Intel	r=0.76	12yrs	142
Patents granted to Amazon	r=0.78	9yrs	142
Customer satisfaction with Verizon	r=0.49	28yrs	139
Patents granted to Boeing	r=0.74	12yrs	139
US Bottled Water Consumption per Person	r=0.65	24yrs	138
Consumption of dry whole milk products	r=0.58	32yrs	138
GMO use in cotton in California	r=0.67	23yrs	138
Automotive recalls issued by Keystone RV Company	r=0.48	25yrs	138
Patents granted to Dell	r=0.74	11yrs	138
Average SAT score in writing	r=0.54	17yrs	138
Total likes of Steve Mould's YouTube videos	r=0.76	15yrs	136
Kerosene used in Sierra Leone	r=-0.64	42yrs	136
Ticket prices at North American movie theaters	r=0.63	22yrs	136
O'Reilly Automotive's stock price (ORLY)	r=0.68	22yrs	135
Arch Capital Group's stock price (ACGL)	r=0.68	22yrs	125
Rain in San Diego	r=0.5	43yrs	120
Electricity generation in Palestinian Territories	r=0.7	21yrs	118
Average length of Numberphile YouTube videos	r=0.8	13yrs	115
Elevance Health's stock price (ELV)	r=0.67	22yrs	114
Google searches for 'restaurant near me'	r=0.75	13yrs	113
Rain in San Diego	r=0.5	43yrs	110
Hydopower energy generated in Suriname	r=0.56	42yrs	108
The average number of likes on Mark Rober YouTube videos	r=0.8	13yrs	105
The Progressive Corporation's stock price (PGR)	r=0.67	22yrs	104
Gasoline pumped in Kiribati	r=0.71	22yrs	98
Rain in Los Angeles	r=0.48	43yrs	98
Google searches for 'instagram'	r=0.71	13yrs	97
AutoZone's stock price (AZO)	r=0.67	22yrs	94
Average length of LEMMiNO YouTube videos	r=0.79	12yrs	92
Google searches for 'i have a headache'	r=0.53	20yrs	87
Gasoline pumped in Armenia	r=0.64	30yrs	86
Hot days in Paris	r=0.77	10yrs	83
UnitedHealth Group's stock price (UNH)	r=0.66	22yrs	82
The average number of likes on Extra History YouTube videos	r=0.79	12yrs	82
Gasoline pumped in Djibouti	r=0.55	42yrs	74
Humana's stock price (HUM)	r=0.66	22yrs	72
Total likes of 'Be Smart' science YouTube videos	r=0.76	11yrs	67
Centene's stock price (CNC)	r=0.66	22yrs	62
Jet fuel used in Bulgaria	r=0.6	33yrs	62
Average length of Computerphile YouTube videos	r=0.76	11yrs	57
Kerosene used in Dominican Republic	r=0.53	42yrs	51
Total likes of 3Blue1Brown YouTube videos	r=0.73	9yrs	40
Hydopower energy generated in United States	r=0.5	42yrs	40
Lockheed Martin's stock price (LMT)	r=0.65	22yrs	38
The average number of likes on 'Be Smart' science YouTube videos	r=0.71	11yrs	30
Jet fuel used in Azerbaijan	r=0.6	30yrs	30
Deere & Company's stock price (DE)	r=0.65	22yrs	26
Kerosene used in Saint Kitts and Nevis	r=0.52	42yrs	20
Average length of Casually Explained YouTube videos	r=0.72	9yrs	19
Becton, Dickinson and Company's stock price (BDX)	r=0.65	22yrs	16
Jet fuel used in Samoa	r=0.66	22yrs	10
Republic Services' stock price (RSG)	r=0.65	22yrs	6
Total views on MrBeast's YouTube videos	r=0.85	12yrs	6
Gasoline pumped in Belarus	r=0.59	30yrs	-2
Berkshire Hathaway's stock price (BRK.A)	r=0.64	22yrs	-6
Average length of SmarterEveryDay YouTube videos	r=0.63	17yrs	-6
Kerosene used in Gabon	r=0.51	42yrs	-12
Berkshire Hathaway's stock price (BRK.B)	r=0.64	22yrs	-16
Total comments on Steve Mould's YouTube videos	r=0.65	15yrs	-16
Petroluem consumption in Latvia	r=0.58	31yrs	-22
Vertex Pharmaceuticals' stock price (VRTX)	r=0.64	22yrs	-26
Total likes of The Game Theorists YouTube videos	r=0.65	15yrs	-26
Petroluem consumption in Azerbaijan	r=0.58	30yrs	-34
Chubb's stock price (CB)	r=0.64	22yrs	-36
The average number of likes on 3Blue1Brown YouTube videos	r=0.68	9yrs	-37
Gasoline pumped in Colombia	r=0.5	42yrs	-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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