Top variables that correlate with Air pollution in Kalamazoo, Michigan

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Data source: Environmental Protection Agency
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Air pollution in Kalamazoo, Michigan correlates with...

Variable	Correlation	Years	Has img?
Popularity of the 'McKayla Maroney' meme	r=0.98	16yrs	No
Customer satisfaction with Apple	r=-0.77	28yrs	No

Air pollution in Kalamazoo, Michigan also correlates with...

Variable	Correlation	Years	Sys. Score
Google searches for 'titanic'	r=0.87	20yrs	338
How provocative MinuteEarth YouTube video titles are	r=0.86	11yrs	262
Arson in Michigan	r=0.77	32yrs	236
Kerosene used in Seychelles	r=0.75	31yrs	223
Kerosene used in Peru	r=0.74	31yrs	222
Kerosene used in Belgium	r=0.72	32yrs	220
Popularity of the first name Cierra	r=0.74	32yrs	202
Popularity of the first name Infant	r=0.74	31yrs	202
Popularity of the first name Jacinda	r=0.74	32yrs	202
Jet fuel used in Sierra Leone	r=0.73	31yrs	190
Motor vehicle thefts in Michigan	r=0.64	32yrs	186
Remaining Forest Cover in the Brazilian Amazon	r=0.64	32yrs	185
Viewership count for Days of Our Lives	r=0.64	31yrs	182
Customer satisfaction with Frontier Communications	r=0.65	28yrs	178
Kerosene used in South Korea	r=0.71	32yrs	178
Total likes of 'Be Smart' science YouTube videos	r=0.82	11yrs	176
Automotive recalls for issues with Vehicle Speed Control	r=0.61	32yrs	174
Popularity of the first name Spencer	r=0.73	32yrs	171
The average number of likes on Extra History YouTube videos	r=0.76	12yrs	168
Ice cream consumption	r=0.65	31yrs	167
Kerosene used in Philippines	r=0.71	31yrs	167
Google searches for 'ice bath'	r=0.76	20yrs	166
The number of movies Gregory Peck appeared in	r=0.63	32yrs	165
Google searches for 'Titanic'	r=0.76	16yrs	162
Arson in United States	r=0.61	32yrs	162
Number of edits to the Wikipedia article for Taylor Swift	r=0.7	17yrs	162
Popularity of the first name Kaela	r=0.73	32yrs	161
Carjackings in the US	r=0.63	27yrs	160
Customer satisfaction with Kohl's	r=0.68	19yrs	158
US Hospital Occupancy Rate	r=0.72	18yrs	157
NASA's budget as a percentage of the total US Federal Budget	r=0.58	33yrs	157
Kerosene used in Syria	r=0.71	31yrs	157
Popularity of the first name Monet	r=0.73	32yrs	151
Johnson Controls International's stock price (JCI)	r=0.61	22yrs	150
Emmy Awards Ceremony viewership	r=0.57	32yrs	148
Total number of automotive recalls	r=-0.64	32yrs	148
Customer satisfaction with Dillard's	r=-0.68	27yrs	148
US Employment Rate	r=0.56	32yrs	147
Processed cheese consumption	r=0.67	27yrs	146
Gasoline pumped in Germany	r=0.7	32yrs	146
Customer satisfaction with gas stations	r=0.53	27yrs	144
Customer satisfaction with Verizon	r=0.52	28yrs	144
The number of movies Christopher Walken appeared in	r=0.63	30yrs	143
The marriage rate in Michigan	r=0.55	23yrs	142
Popularity of the first name Armand	r=0.73	32yrs	141
Global sales revenue of elevators and escalators	r=0.77	7yrs	140
Milk consumption	r=0.58	31yrs	138
Global revenue from elevator and escalator sales	r=0.77	7yrs	136
The number of telecommunications line installers and repairers in Michigan	r=0.67	20yrs	136
Gasoline pumped in Italy	r=0.7	32yrs	136
Customer satisfaction with Walmart	r=0.47	27yrs	135
xkcd comics published about engineering	r=0.64	17yrs	135
Career regular season goals scored by Sidney Crosby	r=0.65	21yrs	134
Master's degrees awarded in Education	r=0.83	10yrs	134
The number of microbiologists in Michigan	r=0.66	18yrs	134
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=-0.64	32yrs	133
Total likes of Mark Rober YouTube videos	r=0.71	13yrs	132
Gasoline Prices in the US	r=-0.66	32yrs	132
The number of boiler operators in Michigan	r=0.64	20yrs	132
The divorce rate in Michigan	r=0.47	23yrs	131
The distance between Neptune and the Sun	r=0.56	33yrs	130
The distance between Neptune and Earth	r=0.56	33yrs	130
The distance between Neptune and the moon	r=0.56	33yrs	130
Popularity of the first name Kacie	r=0.72	32yrs	130
Total likes of Extra History YouTube videos	r=0.72	12yrs	122
Motor vehicle thefts	r=0.58	32yrs	118
Popularity of the first name Jared	r=0.71	32yrs	118
Google searches for 'how to move to europe'	r=0.53	20yrs	113
Popularity of the first name Sierra	r=0.71	32yrs	108
Sherbet consumption	r=0.58	31yrs	106
Violent crime rates	r=0.53	32yrs	105
Total likes of MrBeast's YouTube videos	r=0.67	12yrs	104
Popularity of the first name Claudia	r=0.71	32yrs	98
Nuclear power generation in United Kingdom	r=0.69	31yrs	97
Total likes of 3Blue1Brown YouTube videos	r=0.69	9yrs	94
Popularity of the first name Katlyn	r=0.71	32yrs	88
Kerosene used in Dominica	r=0.7	31yrs	86
Total likes of Steve Mould's YouTube videos	r=0.63	15yrs	82
Number of active magazines in the United States	r=-0.85	15yrs	80
Popularity of the first name Tommy	r=0.71	32yrs	78
Petroluem consumption in Nauru	r=0.7	31yrs	76
Burglary rates in the US	r=0.51	32yrs	72
Popularity of the first name Tatyana	r=0.71	32yrs	68
Liquefied petroleum gas used in Luxembourg	r=0.69	32yrs	65
Average length of LEMMiNO YouTube videos	r=0.6	12yrs	64
Popularity of the first name Jarrett	r=0.71	32yrs	58
Jet fuel used in Bosnia and Herzegovina	r=0.7	30yrs	54
Popularity of the first name Yasmeen	r=0.71	32yrs	48
Liquefied petroleum gas used in Japan	r=0.68	32yrs	44
Average length of Technology Connections YouTube videos	r=0.6	9yrs	41
Popularity of the first name Lisette	r=0.71	32yrs	38
Kerosene used in Mauritius	r=0.69	31yrs	34
Popularity of the first name Corrina	r=0.71	32yrs	28
Kerosene used in Norway	r=0.68	32yrs	24
Popularity of the first name Kaytlyn	r=0.71	32yrs	18
Jet fuel used in Saint Vincent/Grenadines	r=0.74	24yrs	14
Popularity of the first name Trevor	r=0.7	32yrs	6
Gasoline pumped in Spain	r=0.68	32yrs	4
Petroluem consumption in Denmark	r=0.67	32yrs	-8

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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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