Top variables that correlate with US household spending on used cars

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Data source: Bureau of Labor Statistics
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US household spending on used cars correlates with...

Variable	Correlation	Years	Has img?
Solar power generated in Indonesia	r=0.96	14yrs	No

US household spending on used cars also correlates with...

Variable	Correlation	Years	Sys. Score
Solar power generated in Slovenia	r=0.96	14yrs	406
Renewable energy production in The Bahamas	r=0.96	12yrs	404
Average number of comments on SmarterEveryDay YouTube videos	r=0.92	16yrs	396
Total likes of SmarterEveryDay YouTube videos	r=0.92	16yrs	396
Total comments on SmarterEveryDay YouTube videos	r=0.92	16yrs	396
Solar power generated in The Bahamas	r=0.96	12yrs	374
Google searches for 'Rachel and Ross'	r=0.93	15yrs	372
Percentage of Americans with social media profiles	r=0.91	14yrs	368
Average length of The Game Theorists YouTube videos	r=0.93	14yrs	366
The average number of likes on SmarterEveryDay YouTube videos	r=0.91	16yrs	354
Popularity of the first name Margaret	r=0.91	23yrs	354
Popularity of the first name Clay	r=0.91	23yrs	354
Number of Walmart stores worldwide	r=0.9	15yrs	339
Solar power generated in Sudan	r=0.94	13yrs	332
Solar power generated in Ethiopia	r=0.93	14yrs	321
Associates degrees awarded in Multi/interdisciplinary studies	r=0.95	11yrs	321
Associates degrees awarded in Parks & Recreation	r=0.94	11yrs	320
Master's degrees awarded in Public administration	r=0.94	10yrs	320
Popularity of the first name Perry	r=0.87	23yrs	318
The number of construction equipment operators in District of Columbia	r=0.86	20yrs	315
The number of university biological science teachers in Puerto Rico	r=0.86	20yrs	315
The number of exercise physiologists in Tennessee	r=0.92	11yrs	315
Patents granted to Dell	r=0.9	11yrs	312
Solar power generated in Malta	r=0.92	13yrs	308
North American digital comic sales volume	r=0.9	13yrs	304
Google searches for 'Smores'	r=0.85	15yrs	300
Per capita consumption of margarine	r=0.93	10yrs	292
Associates degrees awarded in Business administration	r=0.93	11yrs	288
Popularity of the first name Raven	r=0.86	23yrs	286
The number of colelge chemistry teachers in Puerto Rico	r=0.85	19yrs	282
Total length of The Game Theorists YouTube videos	r=0.9	14yrs	281
Associates degrees awarded in Communication	r=0.93	11yrs	278
Patents granted to Apple	r=0.87	12yrs	278
Patents granted to Boeing	r=0.86	12yrs	277
Popularity of the first name Robyn	r=0.86	23yrs	276
Solar power generated in Afghanistan	r=0.92	12yrs	268
Average length of Tom Scott's YouTube videos	r=0.87	14yrs	266
Associates degrees awarded in Liberal arts	r=0.92	11yrs	266
Air pollution in Kingston, New York	r=0.89	13yrs	266
Air pollution in Seneca, South Carolina	r=0.86	17yrs	265
Popularity of the first name Moesha	r=0.89	15yrs	263
Solar power generated in Kenya	r=0.92	12yrs	258
Associates degrees awarded in Music and dance	r=0.92	11yrs	256
Solar power generated in Madagascar	r=0.92	12yrs	248
Associates degrees awarded in Psychology	r=0.91	11yrs	245
The number of secretaries in Georgia	r=0.89	13yrs	244
Solar power generated in Bulgaria	r=0.9	13yrs	236
Associates degrees awarded in Social sciences and history	r=0.91	11yrs	235
The average number of likes on The Game Theorists YouTube videos	r=0.85	14yrs	234
Popularity of the first name Shaniqua	r=0.91	11yrs	232
The number of middle school teachers in Alabama	r=0.89	13yrs	232
Solar power generated in Burundi	r=0.91	12yrs	226
Associates degrees awarded in Social sciences	r=0.91	11yrs	225
Average length of AsapSCIENCE YouTube videos	r=0.86	11yrs	222
The number of first-line supervisors of police and detectives in Connecticut	r=0.89	13yrs	222
The average age of batters for the Arizona Diamondbacks	r=0.79	23yrs	221
Solar power generated in Grenada	r=0.89	15yrs	216
Popularity of the first name Katlin	r=0.87	16yrs	211
The number of truck drivers in Michigan	r=0.88	13yrs	211
Motor vehicle thefts in Iowa	r=0.79	23yrs	210
Solar power generated in Suriname	r=0.91	12yrs	206
The average number of likes on Casually Explained YouTube videos	r=0.88	8yrs	197
Renewable energy production in Vanuatu	r=0.91	12yrs	196
Bachelor's degrees awarded in Agriculture	r=0.91	10yrs	196
Google searches for 'same day shipping'	r=0.81	19yrs	193
Bachelor's degrees awarded in biomedical sciences	r=0.91	10yrs	186
Kerosene used in Mexico	r=0.86	20yrs	184
Average number of comments on Casually Explained YouTube videos	r=0.85	8yrs	182
Bachelor's degrees awarded in Mathematics and statistics	r=0.91	10yrs	176
Master's degrees awarded in Biological and biomedical sciences	r=0.91	10yrs	166
Associates degrees awarded in Engineering	r=0.9	11yrs	154
Electricity generation in Kosovo	r=0.9	14yrs	146
Associates degrees awarded in Physical sciences	r=0.9	11yrs	144
Wind power generated in Uruguay	r=0.89	14yrs	135
Bachelor's degrees awarded in Health professions	r=0.9	10yrs	134
The number of lawyers in Minnesota	r=0.84	20yrs	128
Popularity of the first name Kari	r=0.83	23yrs	127
Solar power generated in Guinea	r=0.89	13yrs	124
Master's degrees awarded in Health professions and related programs	r=0.9	10yrs	124
Popularity of the first name Anfernee	r=0.83	23yrs	117
The number of purchasing managers in Colorado	r=0.83	20yrs	116
Solar power generated in Tanzania	r=0.9	12yrs	114
Popularity of the first name Chandler	r=0.82	23yrs	106
The number of correctional officers and jailers in Illinois	r=0.83	20yrs	106
Popularity of the first name Juwan	r=0.82	23yrs	96
The number of computer hardware engineers in Indiana	r=0.83	20yrs	96
The number of social and human service assistants in Vermont	r=0.83	20yrs	86
Total likes of The Game Theorists YouTube videos	r=0.83	14yrs	86
Popularity of the first name Virginia	r=0.81	23yrs	84
Associates degrees awarded in Physical sciences	r=0.9	11yrs	84
Popularity of the first name Devante	r=0.81	23yrs	74
The number of welders in Michigan	r=0.82	20yrs	74
Bachelor's degrees awarded in information sciences	r=0.9	10yrs	74
Popularity of the first name Bobbi	r=0.81	23yrs	64
The number of loan interviewers and clerks in New Hampshire	r=0.82	20yrs	64
The number of training and development managers in Tennessee	r=0.83	19yrs	54
Popularity of the first name Russell	r=0.8	23yrs	52
Popularity of the first name Tariq	r=0.8	23yrs	42
Popularity of the first name Liza	r=0.79	23yrs	31
Popularity of the first name Ricki	r=0.79	23yrs	21

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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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