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

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

Variable	Correlation	Years	Sys. Score
Solar power generated in Aruba	r=0.92	12yrs	338
Patents granted to Intel	r=0.93	12yrs	338
Solar power generated in Madagascar	r=0.91	12yrs	336
Solar power generated in Burundi	r=0.9	12yrs	334
Patents granted to LG Electronics	r=0.9	12yrs	333
Patents granted to Mitsubishi	r=0.9	12yrs	333
Bachelor's degrees awarded in journalism	r=0.94	10yrs	320
Associates degrees awarded in Precision production	r=0.92	11yrs	316
Assistant Processor salaries in the US	r=0.86	13yrs	306
The number of social workers in Indiana	r=0.89	13yrs	302
Bachelor's degrees awarded in Physical sciences	r=0.93	10yrs	298
Total views on Tom Scott's YouTube videos	r=0.87	15yrs	288
Patents granted to Boeing	r=0.88	12yrs	280
The number of computer network architects in Indiana	r=0.87	11yrs	278
Biomass power generated in Pakistan	r=0.88	13yrs	272
Bachelor's degrees awarded in Parks & Recreation	r=0.89	10yrs	232
Master's degrees awarded in Agriculture and natural resources	r=0.89	10yrs	222
Highest Nielsen rating for a TV show each year	r=0.67	41yrs	222
Total length of Tom Scott's YouTube videos	r=0.85	15yrs	220
Delta Airlines' stock price (DAL)	r=0.84	16yrs	214
Popularity of the first name Louis	r=0.73	43yrs	212
Popularity of the first name Francis	r=0.73	43yrs	212
Popularity of the first name Cori	r=0.72	43yrs	210
Associates degrees awarded in Engineering	r=0.86	11yrs	208
Associates degrees awarded in Physical sciences	r=0.86	11yrs	198
University Lecturer salaries in the US	r=0.84	13yrs	198
Average length of Tom Scott's YouTube videos	r=0.82	15yrs	195
Associates degrees awarded in Theology	r=0.86	11yrs	188
Jet fuel used in Central African Republic	r=0.71	42yrs	188
Viewership count for Days of Our Lives	r=0.58	42yrs	184
Divorce rates in the United Kingdom	r=0.66	33yrs	184
Violent crime rates	r=0.58	38yrs	184
The number of movies Lupita Nyong'o appeared in	r=0.83	16yrs	179
Popularity of the first name Franklin	r=0.71	43yrs	179
New York Times Fiction Best Sellers	r=-0.77	35yrs	178
Royal Caribbean Cruises' stock price (RCL)	r=0.7	22yrs	178
Associates degrees awarded in Physical sciences	r=0.85	11yrs	176
Number of Las Vegas Hotel Room Check-Ins	r=-0.78	34yrs	176
UFO sightings in Indiana	r=-0.65	42yrs	176
Gasoline pumped in Belgium	r=0.69	43yrs	176
Average number of milk cows in the United States	r=0.52	43yrs	175
Intel's stock price (INTC)	r=0.68	22yrs	175
Professor salaries in the US	r=0.77	13yrs	172
Customer satisfaction with United Airlines	r=0.6	28yrs	170
Total Number of Successful Mount Everest Climbs	r=-0.73	32yrs	169
The number of compliance officers in Indiana	r=0.83	13yrs	168
Popularity of the first name Perry	r=0.7	43yrs	168
Gasoline pumped in Nauru	r=0.7	42yrs	166
Google searches for 'same day shipping'	r=0.72	20yrs	160
The average number of likes on The Game Theorists YouTube videos	r=0.78	15yrs	159
Motor vehicle thefts	r=0.55	38yrs	159
Jet fuel used in Nauru	r=0.7	42yrs	156
Popularity of the first name Frances	r=0.69	43yrs	156
Master's degrees awarded in Engineering	r=0.87	10yrs	154
Average length of Steve Mould's YouTube videos	r=0.76	15yrs	146
Popularity of the first name Laurel	r=0.69	43yrs	146
U.S. Bancorp's stock price (USB)	r=0.67	22yrs	144
Bachelor's degrees awarded in social services	r=0.86	10yrs	143
Jet fuel used in Afghanistan	r=0.65	42yrs	139
Popularity of the first name Mickey	r=0.69	43yrs	136
The average number of likes on SmarterEveryDay YouTube videos	r=0.74	17yrs	135
Master's degrees awarded in Legal professions and studies	r=0.86	10yrs	133
M&T Bank's stock price (MTB)	r=0.66	22yrs	132
Solar power generated in Guinea	r=0.87	13yrs	131
Kerosene used in Argentina	r=0.65	42yrs	129
Popularity of the first name Jamila	r=0.69	43yrs	126
Solar power generated in Romania	r=0.87	13yrs	121
The Bank of New York Mellon Corporation's stock price (BK)	r=0.65	22yrs	120
Gasoline pumped in Cuba	r=0.65	42yrs	119
Popularity of the first name Gordon	r=0.68	43yrs	114
Total likes of Simone Giertz's YouTube videos	r=0.8	10yrs	112
Kerosene used in Cuba	r=0.64	42yrs	108
Solar power generated in Kenya	r=0.86	12yrs	108
Popularity of the first name Margaret	r=0.67	43yrs	103
Total comments on Deep Look YouTube videos	r=0.8	10yrs	102
Petroluem consumption in Romania	r=0.64	42yrs	98
Popularity of the first name Valencia	r=0.67	43yrs	93
Total likes of Tom Scott's YouTube videos	r=0.76	15yrs	91
Gasoline pumped in Djibouti	r=0.63	42yrs	86
Renewable energy production in Botswana	r=0.86	10yrs	82
Popularity of the first name Walter	r=0.66	43yrs	82
Total length of The Game Theorists YouTube videos	r=0.75	15yrs	80
Gasoline pumped in France	r=0.62	43yrs	76
Solar power generated in Botswana	r=0.86	10yrs	72
Popularity of the first name Alma	r=0.66	43yrs	72
Average number of comments on Deep Look YouTube videos	r=0.79	10yrs	70
Popularity of the first name Hans	r=0.66	43yrs	62
Average number of comments on Mark Rober YouTube videos	r=0.75	13yrs	58
Popularity of the first name Elaine	r=0.65	43yrs	50
Total comments on The Game Theorists YouTube videos	r=0.74	15yrs	48
The average number of likes on Deep Look YouTube videos	r=0.77	10yrs	38
Popularity of the first name Casey	r=0.64	43yrs	38
Popularity of the first name George	r=0.64	43yrs	28
Total length of Computerphile YouTube videos	r=0.76	11yrs	27
Popularity of the first name Chantelle	r=0.64	43yrs	18
Total length of Steve Mould's YouTube videos	r=0.72	15yrs	15
Popularity of the first name Dara	r=0.64	43yrs	8
Total likes of SmarterEveryDay YouTube videos	r=0.7	17yrs	4
Average length of The Game Theorists YouTube videos	r=0.71	15yrs	-6
Average number of comments on SmarterEveryDay YouTube videos	r=0.68	17yrs	-19
Average number of comments on 3Blue1Brown YouTube videos	r=0.72	9yrs	-31

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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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