Top variables that correlate with Air pollution in Roanoke, Virginia

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Data source: Environmental Protection Agency
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Air pollution in Roanoke, Virginia correlates with...

Variable	Correlation	Years	Has img?
Number of edits to the Wikipedia article for Thanksgiving	r=0.87	16yrs	No

Air pollution in Roanoke, Virginia also correlates with...

Variable	Correlation	Years	Sys. Score
The average number of likes on Extra History YouTube videos	r=0.93	12yrs	364
Total likes of Mark Rober YouTube videos	r=0.87	13yrs	326
Total likes of Extra History YouTube videos	r=0.89	12yrs	308
Jet fuel used in Saint Vincent/Grenadines	r=0.84	24yrs	230
Jet fuel used in Sierra Leone	r=0.7	42yrs	226
How provocative MinuteEarth YouTube video titles are	r=0.86	11yrs	222
Popularity of the first name Nautica	r=0.74	31yrs	202
Popularity of the first name Jailene	r=0.73	31yrs	200
Total annual sales of Ford Motors in the United States	r=0.75	23yrs	184
Customer satisfaction with Apple	r=-0.74	28yrs	184
The marriage rate in Virginia	r=0.71	23yrs	180
Johnson Controls International's stock price (JCI)	r=0.67	22yrs	174
US household spending on books	r=0.74	23yrs	165
US household spending on processed fruits	r=0.73	23yrs	164
Total likes of MrBeast's YouTube videos	r=0.83	12yrs	164
US household spending on used cars	r=0.72	23yrs	162
Physical album shipment volume in the United States	r=0.7	24yrs	160
US Hospital Occupancy Rate	r=0.71	18yrs	156
Popularity of the first name Roxanna	r=0.56	43yrs	156
Kerosene used in Peru	r=0.55	42yrs	154
Customer satisfaction with Kohl's	r=0.64	19yrs	152
The divorce rate in Virginia	r=0.6	23yrs	150
US average dairy skim-solid content of sour cream	r=-0.89	22yrs	149
US average dairy skim-solid content of sour cream	r=-0.89	22yrs	149
Portion of all US dairy skim-solids allocated to the production of sour cream	r=-0.83	22yrs	143
Annual US household spending on books	r=0.71	23yrs	140
US household spending on pork	r=0.7	23yrs	139
US household spending on transportation	r=0.69	23yrs	138
Total likes of Steve Mould's YouTube videos	r=0.77	15yrs	138
Ulta Beauty's stock price (ULTA)	r=0.56	16yrs	136
US household spending on meats, poultry, fish, and eggs	r=0.68	23yrs	136
US household spending on poultry	r=0.68	23yrs	136
US household spending on vehicle purchaes	r=0.68	23yrs	136
xkcd comics published about engineering	r=0.65	17yrs	136
Rain in Sydney	r=0.66	20yrs	136
Customer satisfaction with gas stations	r=0.47	27yrs	135
Disney movies released	r=0.58	23yrs	134
Google searches for 'ice bath'	r=0.64	20yrs	134
Customer satisfaction with Whirlpool	r=0.46	28yrs	134
Viewership count for Days of Our Lives	r=0.47	42yrs	133
Career regular season goals scored by Sidney Crosby	r=0.64	21yrs	133
T-Mobile Us' stock price (TMUS)	r=0.54	16yrs	133
US household spending on beef	r=0.66	23yrs	133
Hollister retail store count worldwide	r=-0.78	23yrs	132
Remaining Forest Cover in the Brazilian Amazon	r=0.49	36yrs	132
Number of active magazines in the United States	r=-0.85	15yrs	130
Annual Email Spam Rates	r=-0.75	22yrs	128
Number of registered Yamaha motorcycles in the UK	r=-0.75	22yrs	128
US Employment Rate	r=0.52	33yrs	127
The number of food service managers in Virginia	r=0.6	20yrs	126
The number of sewing machine operators in Virginia	r=0.6	20yrs	126
Customer satisfaction with Costco	r=-0.67	22yrs	122
Liquefied petroleum gas used in Greenland	r=0.65	22yrs	119
Total likes of 'Be Smart' science YouTube videos	r=0.82	11yrs	116
Hydopower energy generated in Turkmenistan	r=0.57	30yrs	108
Popularity of the first name Nadine	r=0.54	43yrs	104
Average length of LEMMiNO YouTube videos	r=0.79	12yrs	102
US milk fat used to produce fluid beverage milk	r=0.63	22yrs	102
Dollar General's stock price (DG)	r=0.54	14yrs	101
Kerosene used in Romania	r=0.51	42yrs	98
Popularity of the first name Kendra	r=0.53	43yrs	92
AIG's stock price (AIG)	r=0.47	22yrs	88
US milk fat used to produce sour cream	r=-0.74	22yrs	87
Kerosene used in Syria	r=0.49	42yrs	85
Popularity of the first name Janay	r=0.53	43yrs	82
Lloyds Banking Group's stock price (LYG)	r=0.46	22yrs	77
US dairy skim solids used to produce sour cream	r=-0.74	22yrs	76
Total likes of 3Blue1Brown YouTube videos	r=0.69	9yrs	74
Popularity of the first name Leann	r=0.52	43yrs	70
US milk fat used to produce frozen dairy products	r=0.57	22yrs	63
Total likes of The Game Theorists YouTube videos	r=0.63	15yrs	62
Hydopower energy generated in Denmark	r=0.48	42yrs	62
Popularity of the first name Bryant	r=0.51	43yrs	59
Average length of Numberphile YouTube videos	r=0.64	13yrs	51
Gasoline pumped in Eritrea	r=0.58	28yrs	50
Popularity of the first name Spenser	r=0.51	43yrs	49
Kerosene used in Mali	r=-0.58	42yrs	40
Popularity of the first name Justin	r=0.5	43yrs	38
Popularity of the first name Kassie	r=0.5	43yrs	28
Geothermal power generated in Guatemala	r=-0.72	24yrs	28
Average length of Technology Connections YouTube videos	r=0.6	9yrs	21
Popularity of the first name Malique	r=0.56	34yrs	18
Kerosene used in Germany	r=0.54	32yrs	18
Average length of Casually Explained YouTube videos	r=0.59	9yrs	10
Gasoline pumped in Saint Pierre and Miquelon	r=-0.76	22yrs	8
Popularity of the first name Dajah	r=0.57	32yrs	7
Kerosene used in Seychelles	r=0.48	42yrs	-2
Average length of Computerphile YouTube videos	r=0.57	11yrs	-2
Popularity of the first name Shemar	r=0.59	29yrs	-3
Gasoline pumped in U.S. Pacific Islands	r=-0.56	42yrs	-12
The average number of likes on 'Be Smart' science YouTube videos	r=0.56	11yrs	-13
Popularity of the first name Jaimie	r=0.49	43yrs	-14
Kerosene used in Macau	r=0.47	42yrs	-23
The average number of likes on MrBeast's YouTube videos	r=0.55	12yrs	-24
Popularity of the first name Lynsey	r=0.49	42yrs	-25
Kerosene used in Nicaragua	r=0.47	42yrs	-33
How provocative 'Be Smart' science YouTube video titles are	r=0.74	11yrs	-36
Kerosene used in Puerto Rico	r=0.47	42yrs	-43
Hydopower energy generated in Ukraine	r=0.52	30yrs	-54
Kerosene used in Czechia	r=0.54	30yrs	-64

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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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