Top variables that correlate with Air pollution in South Bend, Indiana

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Data source: Environmental Protection Agency
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Air pollution in South Bend, Indiana correlates with...

Variable	Correlation	Years	Sys. Score
Bachelor's degrees awarded in Education	r=0.94	10yrs	320
Customer satisfaction with Dollar General	r=0.86	14yrs	320
Associates degrees awarded in information sciences	r=0.92	11yrs	316
Master's degrees awarded in Library science	r=0.92	10yrs	297
Total sales of commercial vehicles in China	r=0.91	7yrs	292
The number of midwives in Indiana	r=0.86	11yrs	276
Bachelor's degrees awarded in Social sciences and history	r=0.91	10yrs	266
How fun Extra History YouTube video titles are	r=0.87	12yrs	264
How 'hip and with it' Extra History YouTube video titles are	r=0.86	12yrs	263
Bachelor's degrees awarded in Philosophy	r=0.9	10yrs	254
Electricity generation in Yemen	r=0.76	42yrs	238
Liquefied petroleum gas used in Burundi	r=0.78	42yrs	238
Kerosene used in Ethiopia	r=0.78	42yrs	238
New York Times Fiction Best Sellers	r=0.77	35yrs	236
Number of Las Vegas Hotel Room Check-Ins	r=0.78	34yrs	235
UFO sightings in Indiana	r=0.65	42yrs	228
Total Number of Successful Mount Everest Climbs	r=0.73	32yrs	226
Popularity of the first name Kyleigh	r=0.78	43yrs	220
Popularity of the first name Dominik	r=0.78	43yrs	220
Popularity of the first name Gabriel	r=0.77	43yrs	218
The distance between Uranus and Saturn	r=0.72	44yrs	214
Associates degrees awarded in Health professions	r=0.9	11yrs	214
The distance between Neptune and Saturn	r=0.69	44yrs	210
Associates degrees awarded in Practical nursing	r=0.9	11yrs	204
Automotive recalls for issues with the Engine And Engine Cooling	r=0.59	43yrs	202
The distance between Uranus and Earth	r=0.62	44yrs	200
Electricity generation in Bermuda	r=0.69	42yrs	198
Associates degrees awarded in Education	r=0.89	11yrs	192
Cenovus Energy's stock price (CVE)	r=0.83	14yrs	190
Fossil fuel use in Bermuda	r=0.69	42yrs	188
Popularity of the first name Lexie	r=0.77	43yrs	188
Number of Slot Machines in Nevada	r=0.6	39yrs	188
Associates degrees awarded in Legal professions and studies	r=0.89	11yrs	182
The price of gold	r=0.61	35yrs	182
Fossil fuel use in El Salvador	r=0.69	42yrs	178
Popularity of the first name Aldo	r=0.77	43yrs	178
London Gold Prices	r=0.63	33yrs	176
Automotive recalls issued by Nissan North America	r=0.52	43yrs	176
Average milk produced per cow in the US	r=0.51	43yrs	174
Master's degrees awarded in Education	r=0.88	10yrs	171
The distance between Uranus and Mercury	r=0.62	44yrs	170
The number of executive administrative assistants in Indiana	r=0.84	13yrs	170
Highest Nielsen rating for a TV show each year	r=-0.67	41yrs	169
Automotive recalls for issues with Service Brakes, Air	r=0.5	43yrs	169
Petroluem consumption in Equatorial Guinea	r=0.71	42yrs	168
Popularity of the first name Mya	r=0.77	43yrs	168
The number of movies Morgan Freeman appeared in	r=0.57	44yrs	168
The number of movies Susan Sarandon appeared in	r=0.57	44yrs	168
The number of movies Timothy Spall appeared in	r=0.57	44yrs	168
Asthma prevalence in American children	r=0.72	17yrs	166
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.56	43yrs	164
Woodside Energy Group's stock price (WDS)	r=0.74	15yrs	162
The number of college history teachers in Indiana	r=0.74	20yrs	162
The distance between Uranus and the moon	r=0.62	44yrs	160
Associates degrees awarded in law enforcement	r=0.88	11yrs	160
Petroluem consumption in Kuwait	r=0.71	42yrs	158
Google searches for 'download firefox'	r=0.7	20yrs	158
Total length of Tom Scott's YouTube videos	r=-0.85	15yrs	157
Popularity of the first name Chloe	r=0.76	43yrs	156
Number of seasons Manchester United won matches	r=0.55	43yrs	156
Total Digital Music Single Downloads	r=0.7	19yrs	155
Ecopetrol's stock price (EC)	r=0.68	15yrs	153
Associates degrees awarded in Criminal justice and corrections	r=0.88	11yrs	150
Petroluem consumption in Libya	r=0.71	42yrs	148
Popularity of the first name Makenzie	r=0.76	43yrs	146
Bachelor's degrees awarded in Architecture	r=0.87	10yrs	140
Liquefied petroleum gas used in Syria	r=0.71	42yrs	138
Popularity of the first name Ashlynn	r=0.76	43yrs	136
Associates degrees awarded in Visual and performing arts	r=0.87	11yrs	129
Gasoline pumped in Venezuela	r=0.71	42yrs	128
The number of air traffic controllers in Indiana	r=0.71	18yrs	127
Popularity of the first name Joslyn	r=0.76	43yrs	126
Average number of comments on Numberphile YouTube videos	r=0.67	13yrs	126
Delta Airlines' stock price (DAL)	r=-0.84	16yrs	122
The distance between Uranus and the Sun	r=0.61	44yrs	118
Electricity generation in Venezuela	r=0.68	42yrs	116
Popularity of the first name Gavin	r=0.75	43yrs	115
How nerdy Tom Scott's YouTube video titles are	r=0.81	15yrs	114
The number of library assistants in Indiana	r=0.68	20yrs	113
Kerosene used in Equatorial Guinea	r=0.7	42yrs	106
Popularity of the first name Arianna	r=0.75	43yrs	105
Master's degrees awarded in Transportation	r=0.87	10yrs	104
Total likes of Vihart's YouTube videos	r=0.65	15yrs	104
Global shipwrecks	r=0.54	35yrs	103
The distance between Uranus and Venus	r=0.57	44yrs	102
Liquefied petroleum gas used in Israel	r=0.69	43yrs	96
Popularity of the first name Jordyn	r=0.75	43yrs	95
Master's degrees awarded in literature	r=0.86	10yrs	93
Petroluem consumption in Solomon Islands	r=0.7	42yrs	86
Popularity of the first name Jayson	r=0.75	43yrs	85
Petroluem consumption in Venezuela	r=0.7	42yrs	76
Popularity of the first name Keagan	r=0.75	43yrs	75
Electricity generation in Greece	r=0.67	42yrs	65
Popularity of the first name Zoie	r=0.75	43yrs	65
Fossil fuel use in Luxembourg	r=0.67	42yrs	55
Popularity of the first name Jayda	r=0.75	43yrs	55
Fossil fuel use in United States	r=0.67	42yrs	45
Popularity of the first name Bryn	r=0.75	43yrs	45
Renewable energy production in Venezuela	r=0.67	42yrs	35
Popularity of the first name Semaj	r=0.75	43yrs	35
Popularity of the first name Kaylee	r=0.74	43yrs	24

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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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