Top variables that correlate with Automotive recalls issued by Toyota

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Data source: US DOT
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Automotive recalls issued by Toyota correlates with...

Variable	Correlation	Years	Has img?
Air quality in Grand Rapids, Michigan	r=0.71	23yrs	No
Number of Scooby Doo direct-to-video films released	r=0.7	23yrs	No
Yogurt consumption	r=0.67	22yrs	No
The number of movies Chris Pratt appeared in	r=0.63	23yrs	No
The number of movies Benedict Cumberbatch appeared in	r=0.47	21yrs	No

Automotive recalls issued by Toyota also correlates with...

Variable	Correlation	Years	Sys. Score
Votes for Libertarian Senators in New York	r=0.99	6yrs	352
US average milk-fat content of cream products	r=0.94	7yrs	316
The number of coaches and scouts in Delaware	r=0.85	18yrs	312
Votes for the Republican Presidential candidate in Kentucky	r=0.94	6yrs	281
Votes for the Republican Presidential candidate in Missouri	r=0.94	6yrs	281
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.88	7yrs	277
Votes for the Libertarian Presidential candidate in Montana	r=0.92	6yrs	248
Popularity of the first name Bronson	r=0.82	23yrs	246
Popularity of the first name Mariam	r=0.81	23yrs	244
Popularity of the first name Abel	r=0.79	23yrs	241
Votes for the Libertarian Presidential candidate in Alaska	r=0.91	6yrs	236
Biomass power generated in Uganda	r=0.82	22yrs	228
Liquefied petroleum gas used in Panama	r=0.84	22yrs	228
Votes for the Libertarian Presidential candidate in Pennsylvania	r=0.91	6yrs	226
Gasoline pumped in Bahrain	r=0.83	22yrs	226
Blue cheese consumption	r=0.77	22yrs	216
Votes for the Libertarian Presidential candidate in Missouri	r=0.9	6yrs	215
Popularity of the first name Mckinley	r=0.79	23yrs	211
US kids in public school	r=0.75	23yrs	210
The number of environmental engineers in Oregon	r=0.84	20yrs	207
US production of cream products	r=0.85	7yrs	206
The distance between Saturn and the Sun	r=0.72	23yrs	204
The distance between Saturn and Earth	r=0.72	23yrs	204
The distance between Saturn and the moon	r=0.72	23yrs	204
Popularity of the first name Abdullah	r=0.78	23yrs	200
Number of internet users	r=0.82	17yrs	194
Renewable energy production in Bulgaria	r=0.8	22yrs	194
Restaurant spending in Delaware	r=0.78	21yrs	190
Air quality in Visalia, California	r=0.75	23yrs	190
GMO use in cotton in North Carolina	r=0.74	23yrs	188
Food spending in Nevada	r=0.78	21yrs	188
Restaurant spending in Arkansas	r=0.76	21yrs	188
Air quality in San Jose, California	r=0.74	23yrs	188
Air quality in Bakersfield, California	r=0.72	23yrs	185
The number of movies Oscar Isaac appeared in	r=0.69	23yrs	185
Jet fuel used in Indonesia	r=0.82	22yrs	184
Annual US household spending on education	r=0.74	21yrs	183
Annual count of part-time employees in the United States	r=0.72	23yrs	182
GMO use in corn	r=0.68	23yrs	182
GMO use in cotton	r=0.7	23yrs	182
The number of movies Emma Thompson appeared in	r=0.67	23yrs	182
US household spending on healthcare	r=0.71	23yrs	180
US household spending on rented dwellings	r=0.7	23yrs	179
US household spending on health insurance	r=0.7	23yrs	179
Annual US household spending on telephone services	r=0.69	23yrs	178
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.76	22yrs	176
Votes for the Libertarian Presidential candidate in Alaska	r=0.9	6yrs	175
Gasoline pumped in Sierra Leone	r=0.8	22yrs	172
Votes for the Libertarian Presidential candidate in Kansas	r=0.9	6yrs	165
Petroluem consumption in Thailand	r=0.8	22yrs	162
US average milk-fat content of yogurt, nonfrozen	r=0.74	22yrs	161
Popularity of the first name Carter	r=0.78	23yrs	160
Restaurant spending in Tennessee	r=0.76	21yrs	158
Air quality in Prineville, Oregon	r=0.72	23yrs	155
The distance between Saturn and Mercury	r=0.71	23yrs	152
Popularity of the first name Reid	r=0.78	23yrs	150
Food spending in Arizona	r=0.77	21yrs	146
Popularity of the first name Easton	r=0.78	23yrs	140
The distance between Saturn and Venus	r=0.7	23yrs	140
Restaurant spending in Alabama	r=0.75	21yrs	136
Popularity of the first name Titus	r=0.78	23yrs	130
Restaurant spending in Florida	r=0.75	21yrs	126
Biomass power generated in Italy	r=0.77	22yrs	120
Popularity of the first name Vivian	r=0.77	23yrs	118
Restaurant spending in Kentucky	r=0.75	21yrs	116
Biomass power generated in Rwanda	r=0.77	22yrs	110
Popularity of the first name Ali	r=0.77	23yrs	108
Restaurant spending in Mississippi	r=0.75	21yrs	106
US average milk-fat content of whey products (net)	r=0.71	22yrs	106
Biomass power generated in Singapore	r=0.77	22yrs	100
Popularity of the first name Piper	r=0.77	23yrs	98
Restaurant spending in Nevada	r=0.75	21yrs	96
US average dairy skim-solid content of yogurt, nonfrozen	r=0.7	22yrs	95
Biomass power generated in United States	r=0.77	22yrs	90
Popularity of the first name Hadley	r=0.77	23yrs	88
Restaurant spending in North Dakota	r=0.75	21yrs	86
Kerosene used in Saint Lucia	r=0.79	22yrs	80
Popularity of the first name Arielle	r=0.76	23yrs	76
Restaurant spending in Ohio	r=0.75	21yrs	76
Petroluem consumption in Saint Pierre and Miquelon	r=0.79	22yrs	70
Popularity of the first name Maximilian	r=0.76	23yrs	66
Food spending in Arkansas	r=0.76	21yrs	64
Biomass power generated in Zambia	r=0.76	22yrs	58
Popularity of the first name Juliet	r=0.76	23yrs	56
Food spending in Colorado	r=0.76	21yrs	54
Gasoline pumped in Algeria	r=0.78	22yrs	48
Popularity of the first name Gunner	r=0.76	23yrs	46
Food spending in Florida	r=0.76	21yrs	44
Petroluem consumption in Laos	r=0.78	22yrs	38
Popularity of the first name Pearl	r=0.76	23yrs	36
Food spending in Ohio	r=0.75	21yrs	33
Gasoline pumped in Namibia	r=0.78	22yrs	28
Popularity of the first name Harper	r=0.76	23yrs	26
Food spending in Tennessee	r=0.75	21yrs	23
Gasoline pumped in Oman	r=0.78	22yrs	18
Popularity of the first name Lydia	r=0.75	23yrs	15
Grocery store spend in Arizona	r=0.75	21yrs	13
Jet fuel used in South Korea	r=0.77	23yrs	8
Grocery store spend in Colorado	r=0.75	21yrs	3
Electricity generation in Nigeria	r=0.75	22yrs	-3

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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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