Top variables that correlate with Air pollution in Lima, Ohio

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Data source: Environmental Protection Agency
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Air pollution in Lima, Ohio correlates with...

Variable	Correlation	Years	Sys. Score
The average number of likes on Extra History YouTube videos	r=0.87	12yrs	304
Customer satisfaction with Frontier Communications	r=0.74	28yrs	242
How provocative MinuteEarth YouTube video titles are	r=0.86	11yrs	232
Motor vehicle thefts in Ohio	r=0.68	38yrs	228
Kerosene used in Philippines	r=0.72	40yrs	228
Remaining Forest Cover in the Brazilian Amazon	r=0.69	36yrs	226
Motor vehicle thefts	r=0.66	38yrs	226
Gasoline pumped in Germany	r=0.76	32yrs	226
Gasoline pumped in Spain	r=0.7	41yrs	226
NASA's budget as a percentage of the total US Federal Budget	r=0.63	42yrs	224
Popularity of the first name Corrina	r=0.75	41yrs	213
The number of movies Gregory Peck appeared in	r=0.68	41yrs	212
Violent crime rates	r=0.63	38yrs	211
Popularity of the first name Kayla	r=0.73	41yrs	210
Popularity of the first name Baby	r=0.73	41yrs	210
Automotive recalls for issues with Vehicle Speed Control	r=0.6	41yrs	202
Gasoline pumped in Italy	r=0.69	41yrs	194
The number of purchasing managers in Ohio	r=0.82	20yrs	194
Total likes of Extra History YouTube videos	r=0.83	12yrs	194
Total likes of Mark Rober YouTube videos	r=0.82	13yrs	193
The number of advertising and promotions managers in Ohio	r=0.8	20yrs	191
The number of couriers and messengers in Ohio	r=0.79	20yrs	190
Kerosene used in Tunisia	r=0.7	40yrs	184
Career regular season goals scored by Sidney Crosby	r=0.75	21yrs	184
Emmy Awards Ceremony viewership	r=0.65	36yrs	184
Customer satisfaction with Apple	r=-0.73	28yrs	184
Popularity of the first name Kaitlin	r=0.72	41yrs	178
Customer satisfaction with Verizon	r=0.65	28yrs	178
Processed cheese consumption	r=0.73	27yrs	175
Ice cream consumption	r=0.69	32yrs	174
Customer satisfaction with Walmart	r=0.63	27yrs	174
The marriage rate in Ohio	r=0.66	23yrs	173
Gasoline pumped in United Kingdom	r=0.67	41yrs	171
Frozen yogurt consumption	r=0.67	32yrs	171
Number of Lawyers in the United States	r=-0.68	34yrs	170
Johnson Controls International's stock price (JCI)	r=0.65	22yrs	170
Popularity of the first name Kirsten	r=0.72	41yrs	168
Number of active magazines in the United States	r=-0.93	15yrs	168
Number of edits to the Wikipedia article for Thanksgiving	r=0.74	16yrs	168
Gasoline Prices in the US	r=-0.7	33yrs	167
US Hospital Occupancy Rate	r=0.78	18yrs	166
Number of Registered Vehicles in the US	r=-0.7	32yrs	163
Carjackings in the US	r=0.65	27yrs	163
NASA's budget appropriation	r=0.54	42yrs	160
Fossil fuel use in Greenland	r=0.64	40yrs	158
Popularity of the first name Cinthia	r=0.72	41yrs	158
The number of sheet metal workers in Ohio	r=0.78	20yrs	158
The divorce rate in Ohio	r=0.62	23yrs	154
Customer satisfaction with Kohl's	r=0.65	19yrs	154
Physical album shipment volume in the United States	r=0.65	24yrs	152
Petroluem consumption in Germany	r=0.71	32yrs	148
Popularity of the first name Tiarra	r=0.72	40yrs	148
The number of brickmasons in Ohio	r=0.77	20yrs	146
Milk consumption	r=0.65	32yrs	140
Kerosene used in Japan	r=0.65	41yrs	138
Popularity of the first name Monet	r=0.72	41yrs	138
The number of crane operators in Ohio	r=0.77	20yrs	136
Total likes of 'Be Smart' science YouTube videos	r=0.82	11yrs	136
Robberies in the US	r=0.58	38yrs	134
Kerosene used in Syria	r=0.66	40yrs	128
Popularity of the first name Zachary	r=0.71	41yrs	127
The number of heat treating equipment setters, operators, and tenders, metal and plastic in Ohio	r=0.76	20yrs	125
Total likes of MrBeast's YouTube videos	r=0.77	12yrs	120
Popularity of the first name Trevor	r=0.71	41yrs	117
Petroluem consumption in Italy	r=0.64	41yrs	116
Arson in United States	r=0.57	38yrs	112
Yogurt consumption	r=-0.72	32yrs	112
Popularity of the first name Angelica	r=0.71	41yrs	107
Petroluem consumption in Japan	r=0.63	41yrs	105
Average length of LEMMiNO YouTube videos	r=0.72	12yrs	102
Arson in Ohio	r=0.55	38yrs	99
Popularity of the first name Kaila	r=0.71	41yrs	97
The number of CEOs in Ohio	r=0.74	20yrs	94
Arson in Ohio	r=0.55	38yrs	89
Total likes of Steve Mould's YouTube videos	r=0.68	15yrs	89
Popularity of the first name Katelin	r=0.71	41yrs	87
The number of switchboard operators in Ohio	r=0.73	20yrs	80
Robberies in Ohio	r=0.54	38yrs	78
Popularity of the first name Kaela	r=0.71	41yrs	77
Total likes of 3Blue1Brown YouTube videos	r=0.69	9yrs	74
The number of typists in Ohio	r=0.72	20yrs	69
Electricity generation in U.S. Virgin Islands	r=0.64	40yrs	68
Popularity of the first name Mitchel	r=0.71	41yrs	67
The number of cutters and trimmers, hand in Ohio	r=0.72	20yrs	59
Popularity of the first name Trever	r=0.71	41yrs	57
Fossil fuel use in U.S. Virgin Islands	r=0.63	40yrs	57
The number of laundry and dry-cleaning workers in Ohio	r=0.71	20yrs	48
Popularity of the first name Heriberto	r=0.71	41yrs	47
Gasoline pumped in Slovenia	r=0.7	31yrs	46
The number of compensation and benefits managers in Ohio	r=0.72	19yrs	38
Popularity of the first name Schuyler	r=0.71	41yrs	37
Fossil fuel use in Denmark	r=0.61	40yrs	34
Popularity of the first name Mitchell	r=0.7	41yrs	26
The number of floral designers in Ohio	r=0.7	20yrs	26
Fossil fuel use in Sweden	r=0.61	40yrs	24
Popularity of the first name Devon	r=0.7	41yrs	16
The number of millwrights in Ohio	r=0.7	20yrs	16
Kerosene used in Belgium	r=0.64	39yrs	14
Kerosene used in Chile	r=0.62	41yrs	4
The number of sewing machine operators in Ohio	r=0.68	20yrs	3
Gasoline pumped in Norway	r=0.62	41yrs	-6

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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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