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
Total views on MinuteEarth YouTube videos	r=0.88	11yrs	265
Popularity of the first name Roxanna	r=0.62	43yrs	196
Kerosene used in Israel	r=0.61	43yrs	184
Fossil fuel use in Bulgaria	r=0.59	42yrs	183
xkcd comics published about the internet	r=0.8	17yrs	174
Total likes of Computerphile YouTube videos	r=0.79	11yrs	172
Total comments on MinuteEarth YouTube videos	r=0.78	11yrs	170
Liquefied petroleum gas used in Suriname	r=-0.63	42yrs	164
Total Digital Music Single Downloads	r=0.75	19yrs	162
Popularity of the first name Brenton	r=0.57	43yrs	158
Burglary rates in the US	r=0.54	38yrs	158
Boston Scientific's stock price (BSX)	r=-0.79	22yrs	152
Vodafone Group's stock price (VOD)	r=0.63	22yrs	152
Number of edits to the Wikipedia article for Deloitte	r=0.59	20yrs	149
xkcd comics published about sarcasm	r=0.72	17yrs	147
Asthma prevalence in American children	r=0.58	17yrs	144
Asthma prevalence in American children	r=0.56	17yrs	142
Ecopetrol's stock price (EC)	r=0.6	15yrs	141
Google searches for 'Barack Obama'	r=0.68	20yrs	140
The number of adhesive bonding machine operators in California	r=0.74	13yrs	140
The number of labor relations specialists in California	r=0.75	11yrs	140
Asthma prevalence in American children	r=0.54	17yrs	138
Asthma prevalence in American children	r=0.53	17yrs	137
Total comments on minutephysics YouTube videos	r=0.74	13yrs	136
Popularity of the first name Ashely	r=0.56	43yrs	136
Master's degrees awarded in Liberal arts	r=0.84	10yrs	135
Google searches for 'xkcd'	r=0.67	17yrs	135
The number of electronics engineers in California	r=0.65	20yrs	134
Burglaries in California	r=0.48	38yrs	134
Patents granted to Toshiba	r=0.71	12yrs	134
Associates degrees awarded in Business management	r=0.83	11yrs	133
Associates degrees awarded in Accounting	r=0.83	11yrs	133
Customer satisfaction with Kohl's	r=0.51	19yrs	133
Asthma prevalence in American children	r=0.5	17yrs	132
Number of edits to the Wikipedia article for McKinsey & Company	r=0.48	20yrs	132
United States' Fruit Juice Export Volume	r=0.68	13yrs	131
Asthma attacks in American children	r=0.45	23yrs	131
Automotive recalls issued by Chrysler	r=-0.52	43yrs	130
Google searches for 'Britney Spears'	r=0.64	16yrs	130
Justin Upton's yearly run total	r=0.64	16yrs	128
United States music album sales	r=0.64	16yrs	128
Popularity of the 'gangnam style' meme	r=0.62	12yrs	128
Hydopower energy generated in Puerto Rico	r=0.55	42yrs	127
Total comments on Computerphile YouTube videos	r=0.75	11yrs	126
Automotive recalls for issues with the Seats	r=-0.52	43yrs	126
Average length of Numberphile YouTube videos	r=-0.92	13yrs	112
Electricity generation in Romania	r=0.51	42yrs	111
Cenovus Energy's stock price (CVE)	r=0.59	14yrs	108
Popularity of the first name Pierre	r=0.55	43yrs	105
The number of orderlies in California	r=0.71	11yrs	104
Average number of comments on Extra History YouTube videos	r=0.72	12yrs	102
Associates degrees awarded in Legal professions and studies	r=0.82	11yrs	102
Google searches for 'desktop background'	r=0.63	17yrs	99
Wind power generated in Seychelles	r=0.8	9yrs	96
AT&T Inc.'s stock price (T)	r=0.51	22yrs	94
Popularity of the first name Elyse	r=0.54	43yrs	94
Associates degrees awarded in Business operations	r=0.81	11yrs	90
The number of first-line retail sales supervisors in California	r=0.67	13yrs	90
The average number of likes on SciShow Space YouTube videos	r=0.71	10yrs	88
Baker Hughes Company's stock price (BKR)	r=0.51	22yrs	84
Popularity of the first name Sasha	r=0.53	43yrs	82
Gasoline pumped in Germany, East	r=0.76	11yrs	80
Associates degrees awarded in Education	r=0.81	11yrs	80
Total comments on SciShow Space YouTube videos	r=0.71	10yrs	78
Telefónica's stock price (TEF)	r=0.5	22yrs	73
Popularity of the first name Dane	r=0.53	43yrs	72
Liquefied petroleum gas used in Germany, West	r=0.76	11yrs	70
Associates degrees awarded in health assistance	r=0.81	11yrs	70
Average number of comments on Numberphile YouTube videos	r=0.68	13yrs	67
Popularity of the first name Julianne	r=0.53	43yrs	62
Associates degrees awarded in Criminal justice and corrections	r=0.81	11yrs	60
General Electric's stock price (GE)	r=0.46	22yrs	60
Total likes of minutephysics YouTube videos	r=0.68	13yrs	57
Jet fuel used in Germany, West	r=0.71	11yrs	52
Popularity of the first name Krystal	r=0.52	43yrs	50
Master's degrees awarded in Transportation	r=0.8	10yrs	49
Total likes of SciShow Space YouTube videos	r=0.7	10yrs	47
Popularity of the first name Darnell	r=0.52	43yrs	40
Gasoline pumped in Poland	r=-0.58	43yrs	40
Associates degrees awarded in Business	r=0.8	11yrs	38
Average number of comments on SciShow Space YouTube videos	r=0.69	10yrs	36
Popularity of the first name Roxanne	r=0.52	43yrs	30
Associates degrees awarded in Business and management	r=0.8	11yrs	28
Liquefied petroleum gas used in Serbia	r=0.65	16yrs	28
The average number of likes on Computerphile YouTube videos	r=0.69	11yrs	26
Popularity of the first name Katy	r=0.52	43yrs	20
Gasoline pumped in Somalia	r=0.48	42yrs	18
The average number of likes on MinuteEarth YouTube videos	r=0.68	11yrs	15
Popularity of the first name Janelle	r=0.51	43yrs	9
Total length of minutephysics YouTube videos	r=0.66	13yrs	4
Popularity of the first name Byron	r=0.51	43yrs	-1
Average number of comments on MinuteEarth YouTube videos	r=0.67	11yrs	-6
Popularity of the first name Antoine	r=0.51	43yrs	-11
Total views on minutephysics YouTube videos	r=0.82	13yrs	-17
Popularity of the first name Jena	r=0.51	43yrs	-21
The average number of likes on Numberphile YouTube videos	r=0.65	13yrs	-28
Popularity of the first name Jamar	r=0.51	43yrs	-31
Total comments on CGP Grey YouTube videos	r=0.64	13yrs	-39
Popularity of the first name Ashley	r=0.5	43yrs	-42
Popularity of the first name Joel	r=0.5	43yrs	-52
Popularity of the first name Kendra	r=0.5	43yrs	-62

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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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