Top variables that correlate with Air quality in Visalia, California

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

Variable	Correlation	Years	Sys. Score
Total likes of MrBeast's YouTube videos	r=0.85	12yrs	302
How provocative 'Be Smart' science YouTube video titles are	r=0.9	11yrs	298
Viewership count for Days of Our Lives	r=0.74	42yrs	238
Hydopower energy generated in Turkmenistan	r=0.82	30yrs	236
Kerosene used in Jamaica	r=0.76	42yrs	236
Petroluem consumption in Nauru	r=0.76	42yrs	236
Popularity of the first name Kia	r=0.77	43yrs	218
Popularity of the first name Monica	r=0.75	43yrs	215
Popularity of the first name Marlena	r=0.75	43yrs	215
Violent crime rates	r=0.65	38yrs	214
Average number of milk cows in the United States	r=0.58	43yrs	204
Customer satisfaction with Verizon	r=0.69	28yrs	204
Gasoline pumped in Nauru	r=0.75	42yrs	204
Ticket sales for San Francisco Giants games	r=-0.8	40yrs	202
Total likes of Mark Rober YouTube videos	r=0.84	13yrs	196
Average milk produced per cow in the US	r=-0.67	43yrs	194
Total number of automotive recalls	r=-0.67	43yrs	192
Kerosene used in Gabon	r=0.74	42yrs	192
Google searches for 'ice bath'	r=0.78	20yrs	190
Automotive recalls for issues with the Engine And Engine Cooling	r=-0.64	43yrs	188
Ticket sales for Los Angeles Angels games	r=-0.65	40yrs	188
Robberies in California	r=0.6	38yrs	186
NASA's budget as a percentage of the total US Federal Budget	r=0.56	44yrs	185
Popularity of the first name Rebecca	r=0.74	43yrs	184
UFO sightings in California	r=-0.74	42yrs	184
Rain in Los Angeles	r=0.59	43yrs	184
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=-0.73	43yrs	183
The wind speed in San Diego	r=0.61	39yrs	183
Rain in San Diego	r=0.58	43yrs	182
Jet fuel used in Zimbabwe	r=0.74	42yrs	182
Aflac's stock price (AFL)	r=0.68	22yrs	175
Popularity of the first name Tiffani	r=0.74	43yrs	174
Consumption of dry whole milk products	r=0.69	32yrs	174
O'Reilly Automotive's stock price (ORLY)	r=0.67	22yrs	174
AutoZone's stock price (AZO)	r=0.67	22yrs	174
USA Population	r=-0.67	43yrs	171
Jet fuel used in Central African Republic	r=0.73	42yrs	171
xkcd comics published about engineering	r=0.76	17yrs	168
Points scored by the San Francisco 49ers	r=0.48	44yrs	167
The distance between Neptune and Mercury	r=0.6	44yrs	166
Total likes of Extra History YouTube videos	r=0.84	12yrs	165
Arson in California	r=0.59	38yrs	165
Popularity of the first name Cynthia	r=0.73	43yrs	162
Remaining Forest Cover in the Brazilian Amazon	r=0.59	36yrs	162
Carjackings in the US	r=0.64	27yrs	162
The distance between Neptune and Earth	r=0.57	44yrs	162
The distance between Neptune and the moon	r=0.57	44yrs	162
Kerosene used in China	r=0.73	42yrs	161
Google searches for 'what is the FDIC'	r=0.71	20yrs	159
Automotive recalls issued by Honda	r=-0.59	43yrs	158
Automotive recalls issued by Nissan North America	r=-0.6	43yrs	158
Google searches for 'how to move to europe'	r=0.62	20yrs	156
Popularity of the first name Brandi	r=0.73	43yrs	152
Kerosene used in Dominica	r=0.73	42yrs	151
Archer-Daniels-Midland Company's stock price (ADM)	r=0.67	22yrs	144
Popularity of the first name Nakia	r=0.73	43yrs	142
Kerosene used in Uruguay	r=0.73	42yrs	141
Frozen yogurt consumption	r=0.64	32yrs	136
Nucor's stock price (NUE)	r=0.68	22yrs	134
The average number of likes on Extra History YouTube videos	r=0.8	12yrs	134
Popularity of the first name Mickey	r=0.73	43yrs	132
The distance between Neptune and the Sun	r=0.56	44yrs	130
Kerosene used in Puerto Rico	r=0.72	42yrs	130
Rain in San Diego	r=0.55	43yrs	128
Popularity of the first name Consuelo	r=0.73	43yrs	122
Deere & Company's stock price (DE)	r=0.66	22yrs	122
Arson in United States	r=0.56	38yrs	120
Kerosene used in Australia	r=0.71	43yrs	119
Total likes of 3Blue1Brown YouTube videos	r=0.78	9yrs	118
Northrop Grumman's stock price (NOC)	r=0.66	22yrs	112
Popularity of the first name Erin	r=0.72	43yrs	110
Robberies in the US	r=0.56	38yrs	110
Kerosene used in Argentina	r=0.71	42yrs	108
Total likes of 'Be Smart' science YouTube videos	r=0.75	11yrs	106
Arch Capital Group's stock price (ACGL)	r=0.66	22yrs	102
Popularity of the first name Shannon	r=0.72	43yrs	100
Motor vehicle thefts	r=0.55	38yrs	99
Gasoline pumped in Belgium	r=0.7	43yrs	98
Total likes of Steve Mould's YouTube videos	r=0.7	15yrs	92
Popularity of the first name Deanna	r=0.72	43yrs	90
Cigna's stock price (CI)	r=0.65	22yrs	90
Jet fuel used in Nauru	r=0.71	42yrs	88
Popularity of the first name Eboni	r=0.72	43yrs	80
Quanta Services' stock price (PWR)	r=0.65	22yrs	80
Average length of LEMMiNO YouTube videos	r=0.7	12yrs	79
Kerosene used in Saint Kitts and Nevis	r=0.71	42yrs	78
Popularity of the first name Tia	r=0.71	43yrs	69
Average length of Numberphile YouTube videos	r=0.69	13yrs	68
Jet fuel used in Bosnia and Herzegovina	r=0.78	30yrs	66
Popularity of the first name Colleen	r=0.71	43yrs	59
McDonald's stock price (MCD)	r=0.63	22yrs	57
The average number of likes on 3Blue1Brown YouTube videos	r=0.7	9yrs	56
Gasoline pumped in France	r=0.69	43yrs	56
Popularity of the first name Bobbi	r=0.71	43yrs	49
Eli Lilly and Company's stock price (LLY)	r=0.65	22yrs	46
Petroluem consumption in Armenia	r=0.76	30yrs	44
Popularity of the first name Annemarie	r=0.71	43yrs	39
Elevance Health's stock price (ELV)	r=0.65	22yrs	36
Kerosene used in Thailand	r=0.68	42yrs	34
Popularity of the first name Cedrick	r=0.71	43yrs	29
Popularity of the first name Bertha	r=0.71	43yrs	19

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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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