Top variables that correlate with Air pollution in Modesto, California

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Data source: Environmental Protection Agency
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Air pollution in Modesto, California correlates with...

Variable	Correlation	Years	Sys. Score
Kerosene used in Israel	r=0.64	43yrs	218
Popularity of the first name Brenton	r=0.66	43yrs	202
Popularity of the first name Ashely	r=0.66	43yrs	202
Popularity of the first name Roxanna	r=0.66	43yrs	202
Viewership count for Days of Our Lives	r=0.62	42yrs	190
Kerosene used in Peru	r=0.62	42yrs	184
Jet fuel used in Saint Vincent/Grenadines	r=0.73	24yrs	183
Popularity of the first name Jena	r=0.65	43yrs	170
Burglary rates in the US	r=0.58	38yrs	164
Remaining Forest Cover in the Brazilian Amazon	r=0.58	36yrs	160
Arson in United States	r=0.56	38yrs	160
Arson in California	r=0.55	38yrs	159
Popularity of the first name Vanessa	r=0.64	43yrs	158
Asthma attacks in American children	r=0.61	23yrs	155
Average number of milk cows in the United States	r=0.46	43yrs	151
Gasoline pumped in Bulgaria	r=0.59	42yrs	150
Number of edits to the Wikipedia article for Deloitte	r=0.6	19yrs	150
Popularity of the first name Krystal	r=0.64	43yrs	148
Average number of comments on AsapSCIENCE YouTube videos	r=0.63	11yrs	148
Asthma attacks in American children	r=0.55	23yrs	146
Orange's stock price (ORAN)	r=0.59	21yrs	146
Customer satisfaction with Kohl's	r=0.58	19yrs	144
xkcd comics published about the internet	r=0.71	16yrs	144
Total length of 3Blue1Brown YouTube videos	r=0.68	8yrs	142
Liquefied petroleum gas used in Denmark	r=0.58	43yrs	140
Asthma attacks in American children	r=0.51	23yrs	140
Nokia Oyj's stock price (NOK)	r=0.55	21yrs	140
xkcd comics published about sarcasm	r=0.68	16yrs	140
Popularity of the first name Shana	r=0.64	43yrs	138
Asthma prevalence in American children	r=0.54	17yrs	138
Lloyds Banking Group's stock price (LYG)	r=0.54	21yrs	138
The distance between Neptune and the Sun	r=0.55	43yrs	138
The distance between Neptune and Earth	r=0.55	43yrs	138
The distance between Neptune and Mercury	r=0.55	43yrs	138
Customer satisfaction with Frontier Communications	r=0.48	28yrs	138
Number of edits to the Wikipedia article for McKinsey & Company	r=0.52	19yrs	138
Total comments on OverSimplified YouTube videos	r=0.65	7yrs	136
The number of movies Laurence Olivier appeared in	r=0.49	43yrs	135
Google searches for 'Stand-Up Maths'	r=0.67	16yrs	134
Budget for largest movie production	r=-0.56	43yrs	133
Average milk produced per cow in the US	r=-0.55	43yrs	132
Asthma prevalence in American children	r=0.5	17yrs	132
The wind speed in San Diego	r=0.5	39yrs	132
Asthma prevalence in American children	r=0.49	17yrs	131
US Hospital Occupancy Rate	r=0.64	18yrs	130
Burglaries in California	r=0.55	38yrs	129
Highest Nielsen rating for a TV show each year	r=0.48	41yrs	129
The number of tailors, dressmakers, and custom sewers in California	r=0.62	20yrs	129
Kerosene used in Brazil	r=0.58	42yrs	128
Total number of automotive recalls	r=-0.53	43yrs	128
Popularity of the first name Ashley	r=0.63	43yrs	127
Physical album shipment volume in the United States	r=0.58	24yrs	127
Automotive recalls for issues with the Seats	r=-0.52	43yrs	126
Automotive recalls for issues with the Power Train	r=-0.5	43yrs	124
The number of postal service clerks in California	r=0.59	20yrs	124
Votes for the Republican Presidential candidate in California	r=0.63	11yrs	124
US Employment Rate	r=0.49	33yrs	122
US milk fat used to produce fluid beverage milk	r=0.56	22yrs	122
Customer satisfaction with Dillard's	r=-0.62	27yrs	122
The number of fiberglass laminators and fabricators in California	r=0.57	20yrs	121
Customer satisfaction with Apple	r=-0.59	28yrs	120
Google searches for 'desktop background'	r=0.57	16yrs	119
Kerosene used in Egypt	r=0.58	42yrs	118
Carjackings in the US	r=0.45	27yrs	118
Popularity of the first name Joanna	r=0.63	43yrs	117
Kerosene used in Macau	r=0.58	42yrs	108
The distance between Neptune and the moon	r=0.55	43yrs	108
Popularity of the first name Alicia	r=0.62	43yrs	106
AIG's stock price (AIG)	r=0.52	21yrs	105
Total likes of OverSimplified YouTube videos	r=0.64	7yrs	105
Kerosene used in Nicaragua	r=0.58	42yrs	98
Popularity of the first name Cassie	r=0.62	43yrs	96
US milk fat used to produce frozen dairy products	r=0.54	22yrs	89
Kerosene used in Romania	r=0.58	42yrs	88
How cool Computerphile YouTube video titles are	r=0.77	10yrs	88
Popularity of the first name Darnell	r=0.62	43yrs	86
AT&T Inc.'s stock price (T)	r=0.46	21yrs	86
Gasoline pumped in Somalia	r=0.58	42yrs	78
Ice cream consumption	r=0.55	32yrs	78
Popularity of the first name Kassie	r=0.62	43yrs	76
Citigroup's stock price (C)	r=0.45	21yrs	74
Average length of 3Blue1Brown YouTube videos	r=0.55	8yrs	72
Gasoline pumped in U.S. Pacific Islands	r=-0.68	42yrs	60
NatWest Group's stock price (NWG)	r=0.51	15yrs	58
How 'hip and with it' Vihart's YouTube video titles are	r=0.68	14yrs	58
Biomass power generated in Norway	r=-0.68	37yrs	48
Total comments on AsapSCIENCE YouTube videos	r=0.5	11yrs	48
Popularity of the first name Daniel	r=0.62	43yrs	36
Jet fuel used in Israel	r=-0.63	43yrs	36
Popularity of the first name Katy	r=0.62	43yrs	26
Petroluem consumption in Suriname	r=-0.64	42yrs	26
Popularity of the first name Matthew	r=0.61	43yrs	14
Petroluem consumption in U.S. Pacific Islands	r=-0.63	42yrs	14
Popularity of the first name Katie	r=0.61	43yrs	4
Petroluem consumption in Bulgaria	r=0.56	42yrs	-4
Popularity of the first name Lindsey	r=0.61	43yrs	-6
Popularity of the first name Lance	r=0.61	43yrs	-16
Jet fuel used in Afghanistan	r=0.55	42yrs	-16
Popularity of the first name Ross	r=0.61	43yrs	-26
Gasoline pumped in France	r=0.54	43yrs	-26
Hydopower energy generated in Puerto Rico	r=0.52	42yrs	-38

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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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