Top variables that correlate with Automotive recalls for issues with Exterior Lighting

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Data source: US DOT
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Automotive recalls for issues with Exterior Lighting correlates with...

Variable	Correlation	Years	Has img?
Votes for Republican Senators in Alabama	r=0.94	15yrs	No
Votes for the Republican Presidential candidate in Minnesota	r=0.91	12yrs	Yes!
Votes for Democratic Senators in North Carolina	r=0.88	15yrs	Yes!
Popularity of the first name Logan	r=0.62	48yrs	No
The number of movies Nicolas Cage appeared in	r=0.57	43yrs	No

Automotive recalls for issues with Exterior Lighting also correlates with...

Variable	Correlation	Years	Sys. Score
Highway diesel consumption in US	r=0.91	20yrs	390
Popularity of the first name Nasir	r=0.89	47yrs	385
Popularity of the first name Samara	r=0.88	48yrs	384
Popularity of the first name Reina	r=0.87	48yrs	383
Biomass power generated in Argentina	r=0.86	42yrs	358
Renewable energy production in Bolivia	r=0.86	42yrs	358
Fossil fuel use in Sudan	r=0.86	42yrs	358
Popularity of the first name Treasure	r=0.87	48yrs	353
Votes for Democratic Senators in Oregon	r=0.93	15yrs	352
Votes for Republican Senators in Idaho	r=0.9	15yrs	348
Popularity of the first name Zaire	r=0.86	48yrs	342
Popularity of the first name Xiomara	r=0.86	48yrs	332
Gasoline pumped in Haiti	r=0.87	42yrs	327
Popularity of the first name Amari	r=0.85	48yrs	320
Average number of comments on Mark Rober YouTube videos	r=0.9	12yrs	319
Liquefied petroleum gas used in El Salvador	r=0.86	42yrs	316
The number of tax examiners and collectors, and revenue agents in Rhode Island	r=0.9	12yrs	313
Popularity of the first name Amara	r=0.85	48yrs	310
Gasoline pumped in Iran	r=0.86	42yrs	306
Jet fuel used in Luxembourg	r=0.85	43yrs	295
Votes for the Democratic Presidential candidate in Florida	r=0.91	12yrs	288
Petroluem consumption in Comoros	r=0.85	42yrs	284
Votes for the Republican Presidential candidate in Georgia	r=0.91	12yrs	278
Gasoline pumped in Seychelles	r=0.85	42yrs	274
Votes for the Republican Presidential candidate in Kentucky	r=0.91	12yrs	268
Milk-fat consumption	r=0.83	32yrs	265
American cheese consumption	r=0.82	32yrs	264
Cheddar cheese consumption	r=0.84	27yrs	262
US average milk-fat content of cream products	r=0.91	7yrs	262
The number of movies Willem Dafoe appeared in	r=0.7	43yrs	256
The number of Breweries in the United States	r=0.75	33yrs	254
Number of highschoolers in the US	r=0.77	33yrs	252
US Annual Tax Revenue	r=0.82	47yrs	251
Number of public school students in 11th grade	r=0.76	33yrs	251
Number of public school students in 8th grade	r=0.75	33yrs	250
The number of movies Meryl Streep appeared in	r=0.62	48yrs	250
Biomass power generated in Mali	r=0.92	12yrs	248
USA Population	r=0.79	48yrs	248
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.78	44yrs	248
Patents granted in the US	r=0.76	46yrs	248
Votes for the Republican Presidential candidate in Nevada	r=0.91	12yrs	248
Patents granted in the US	r=0.75	46yrs	244
The distance between Uranus and Mercury	r=0.61	48yrs	242
Budget for largest movie production	r=0.73	47yrs	240
The distance between Uranus and Saturn	r=0.6	48yrs	240
Air quality in Santa Maria, California	r=0.75	43yrs	240
Median US Household Income	r=0.84	32yrs	239
Votes for the Democratic Presidential candidate in New York	r=0.91	12yrs	238
Gender pay gap in the U.S.	r=0.81	32yrs	238
Total Number of Successful Mount Everest Climbs	r=0.78	37yrs	238
Air quality in Los Angeles	r=0.72	43yrs	238
Air quality in Washington, D.C.	r=0.72	43yrs	238
Solar power generated in Burkina Faso	r=0.9	12yrs	234
Annual Revenue of Walt Disney Company	r=0.79	32yrs	234
Number of Registered Vehicles in the US	r=0.81	32yrs	234
Number of Lawyers in the United States	r=0.74	34yrs	234
Votes for the Democratic Presidential candidate in Oregon	r=0.91	12yrs	228
Solar power generated in Yemen	r=0.9	12yrs	224
Cream and Neufchatel cheese consumption	r=0.77	27yrs	221
Number of public school students in 10th grade	r=0.75	33yrs	220
Votes for the Democratic Presidential candidate in Pennsylvania	r=0.91	12yrs	218
American-type cheese consumption	r=0.76	27yrs	210
Number of public school students in 12th grade	r=0.75	33yrs	210
Votes for the Republican Presidential candidate in Colorado	r=0.9	12yrs	206
Air pollution in Farmington, New Mexico	r=0.72	43yrs	205
Votes for the Democratic Presidential candidate in Delaware	r=0.9	12yrs	196
Popularity of the first name Georgia	r=0.85	48yrs	195
Air quality in Oxnard, California	r=0.72	43yrs	195
US kids in public school	r=0.7	33yrs	192
Votes for the Democratic Presidential candidate in Maine	r=0.9	12yrs	186
Popularity of the first name Amira	r=0.85	48yrs	185
Air quality in Philadelphia, Pennsylvania	r=0.72	43yrs	185
Natural cheese consumption	r=0.76	27yrs	182
Number of public school students in 7th grade	r=0.7	33yrs	182
Votes for the Republican Presidential candidate in Oregon	r=0.9	12yrs	176
Air quality in Trenton, New Jersey	r=0.72	43yrs	175
Popularity of the first name Josephine	r=0.84	48yrs	174
Votes for the Republican Presidential candidate in Tennessee	r=0.9	12yrs	166
Popularity of the first name Eliza	r=0.84	48yrs	164
Air quality in Atlantic City, New Jersey	r=0.71	43yrs	164
Votes for the Republican Presidential candidate in Texas	r=0.9	12yrs	156
Popularity of the first name Aspen	r=0.84	48yrs	154
Air pollution in Carlsbad, New Mexico	r=0.75	37yrs	154
Votes for Democratic Senators in Colorado	r=0.89	15yrs	146
Popularity of the first name Ezequiel	r=0.84	48yrs	144
Popularity of the first name Leilani	r=0.84	48yrs	134
Fossil fuel use in Guatemala	r=0.85	42yrs	132
Popularity of the first name Rayna	r=0.84	48yrs	124
Hydopower energy generated in Bolivia	r=0.84	42yrs	120
Popularity of the first name Alden	r=0.84	48yrs	114
Electricity generation in Guatemala	r=0.84	42yrs	110
Popularity of the first name Marcelo	r=0.84	48yrs	104
Electricity generation in Nepal	r=0.84	42yrs	100
Popularity of the first name Elena	r=0.83	48yrs	92
Hydopower energy generated in Nepal	r=0.84	42yrs	90
Popularity of the first name Josie	r=0.83	48yrs	82
Hydopower energy generated in Peru	r=0.84	42yrs	80
Petroluem consumption in Poland	r=0.85	43yrs	70
Electricity generation in Comoros	r=0.83	42yrs	59

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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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