Top variables that correlate with US household spending on housing

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

Variable	Correlation	Years	Has img?
Votes for the Democratic Presidential candidate in Georgia	r=0.96	6yrs	No
Votes for the Democratic Presidential candidate in Utah	r=0.94	6yrs	Yes!
Votes for the Democratic Presidential candidate in Kansas	r=0.87	6yrs	No

US household spending on housing also correlates with...

Variable	Correlation	Years	Sys. Score
Average length of 3Blue1Brown YouTube videos	r=0.95	8yrs	342
Votes for the Democratic Presidential candidate in Connecticut	r=0.97	6yrs	316
Votes for the Democratic Presidential candidate in New York	r=0.96	6yrs	314
Total length of MinuteEarth YouTube videos	r=0.88	10yrs	304
Votes for the Democratic Presidential candidate in Nebraska	r=0.95	6yrs	252
Votes for the Democratic Presidential candidate in Kansas	r=0.94	6yrs	241
Votes for the Democratic Presidential candidate in New Jersey	r=0.94	6yrs	231
Air pollution in Springfield, Missouri	r=0.87	8yrs	222
Number of edits to the Wikipedia article for PwC	r=0.78	21yrs	214
Votes for the Democratic Presidential candidate in Delaware	r=0.93	6yrs	210
The number of court and municipal clerks in New Jersey	r=0.84	20yrs	207
Votes for the Democratic Presidential candidate in Utah	r=0.93	6yrs	200
Votes for the Democratic Presidential candidate in Texas	r=0.93	6yrs	190
Short fiction books published by Stephen King	r=0.73	23yrs	188
Average length of MinuteEarth YouTube videos	r=0.85	10yrs	180
Number of edits to the Wikipedia article for Confirmation bias	r=0.69	21yrs	180
Number of edits to the Wikipedia article for Goldman Sachs	r=0.7	20yrs	180
Votes for the Democratic Presidential candidate in Idaho	r=0.91	6yrs	176
Agnico Eagle Mines' stock price (AEM)	r=0.68	21yrs	174
Votes for the Democratic Presidential candidate in Alabama	r=0.9	6yrs	165
The number of biochemists and biophysicists in Pennsylvania	r=0.76	20yrs	165
Hydopower energy generated in El Salvador	r=0.71	22yrs	161
Asthma prevalence in American children	r=0.68	17yrs	160
Number of edits to the Wikipedia article for Persephone	r=0.65	22yrs	160
Visitors to Universal Orlando's Islands of Adventure	r=-0.88	15yrs	158
Kerosene used in Ireland	r=0.68	23yrs	154
Number of edits to the Wikipedia article for Dionysus	r=0.61	21yrs	153
Total Number of Successful Mount Everest Climbs	r=0.81	12yrs	152
Liquefied petroleum gas used in Congo-Brazzaville	r=0.67	22yrs	152
Number of edits to the Wikipedia article for Harvard University	r=0.59	22yrs	151
Asthma prevalence in American children	r=0.62	17yrs	150
Number of edits to the Wikipedia article for Aaron Burr	r=0.59	21yrs	150
Asthma prevalence in American children	r=0.61	17yrs	149
Asthma prevalence in American children	r=0.61	17yrs	149
Number of times 25 was a winning Mega Millions number	r=0.59	21yrs	148
Number of edits to the Wikipedia article for Big Bird	r=0.58	21yrs	148
Number of edits to the Wikipedia article for Equivocation	r=0.58	21yrs	148
The number of music directors and composers in Alabama	r=0.8	16yrs	147
Customer satisfaction with Cox	r=0.61	16yrs	145
Petróleo Brasileiro S.A. - Petrobras' stock price (PBR)	r=0.58	21yrs	144
Petróleo Brasileiro S.A. - Petrobras' stock price (PBR.A)	r=0.58	21yrs	144
Number of edits to the Wikipedia article for influenza	r=0.55	21yrs	144
US bank failures	r=0.5	23yrs	143
Asthma prevalence in American children	r=0.55	17yrs	140
Popularity of the first name Natalia	r=0.72	23yrs	140
Asthma prevalence in American children	r=0.54	17yrs	138
Total likes of LockPickingLawyer YouTube videos	r=0.78	8yrs	137
Total comments on LockPickingLawyer YouTube videos	r=0.78	8yrs	127
Votes for the Democratic Presidential candidate in California	r=0.9	6yrs	125
Kerosene used in U.S. Pacific Islands	r=0.66	22yrs	120
Total length of PBS Space Time YouTube videos	r=0.77	8yrs	116
The number of budget analysts in Kansas	r=0.79	17yrs	116
Votes for the Democratic Presidential candidate in Georgia	r=0.9	6yrs	115
Entergy's stock price (ETR)	r=0.58	21yrs	114
Votes for the Democratic Presidential candidate in Texas	r=0.9	6yrs	105
Total length of 3Blue1Brown YouTube videos	r=0.76	8yrs	104
The number of detectives and criminal investigators in Arkansas	r=0.76	19yrs	104
Cia Paranaense De Energia Copel's stock price (ELP)	r=0.57	21yrs	102
Solar power generated in Oman	r=0.76	9yrs	100
Votes for the Democratic Presidential candidate in Washington	r=0.89	6yrs	94
The number of transportation inspectors in District of Columbia	r=0.77	17yrs	94
Number of edits to the Wikipedia article for Tetris	r=0.54	22yrs	94
Average length of AsapSCIENCE YouTube videos	r=0.72	11yrs	91
FirstEnergy's stock price (FE)	r=0.56	21yrs	91
Number of edits to the Wikipedia article for Dwayne Johnson	r=0.54	21yrs	87
The number of logging equipment operators in South Dakota	r=0.75	20yrs	84
Votes for the Democratic Presidential candidate in Illinois	r=0.88	6yrs	82
Number of edits to the Wikipedia article for correlation	r=0.53	21yrs	81
Average number of comments on LockPickingLawyer YouTube videos	r=0.73	8yrs	80
Number of edits to the Wikipedia article for McKinsey & Company	r=0.54	19yrs	75
The number of chefs and head cooks in Ohio	r=-0.82	20yrs	73
Votes for the Democratic Presidential candidate in Rhode Island	r=0.88	6yrs	72
Number of edits to the Wikipedia article for Deloitte	r=0.54	19yrs	70
Average number of comments on minutephysics YouTube videos	r=0.7	12yrs	69
Number of edits to the Wikipedia article for Hades	r=0.51	22yrs	64
The number of fish and game wardens in Connecticut	r=0.78	15yrs	63
Votes for the Democratic Presidential candidate in South Carolina	r=0.88	6yrs	62
Average length of Deep Look YouTube videos	r=0.72	9yrs	59
Votes for the Democratic Presidential candidate in Virginia	r=0.88	6yrs	52
The number of public relations specialists in Colorado	r=0.74	20yrs	52
The average number of likes on LockPickingLawyer YouTube videos	r=0.72	8yrs	48
The number of biological technicians in Montana	r=0.75	19yrs	42
The number of architects in Iowa	r=0.73	20yrs	30
Average number of comments on LEMMiNO YouTube videos	r=0.64	11yrs	29
The number of college sociology teachers in Louisiana	r=0.75	16yrs	20
Total length of Mark Rober YouTube videos	r=0.62	12yrs	17
The number of college administrators in Montana	r=0.75	17yrs	10
The average number of likes on LEMMiNO YouTube videos	r=0.61	11yrs	4
The number of insurance claims and policy processing clerks in Nebraska	r=0.73	20yrs	0
Average length of PBS Space Time YouTube videos	r=0.68	8yrs	-8
The number of cartographers in Oklahoma	r=0.71	20yrs	-11
Total comments on Technology Connections YouTube videos	r=0.68	8yrs	-18
The number of public relations specialists in Alabama	r=0.71	20yrs	-22
The average number of likes on minutephysics YouTube videos	r=0.58	12yrs	-29
The number of university fitness studies teachers in Mississippi	r=0.71	20yrs	-32
Total length of OverSimplified YouTube videos	r=0.68	7yrs	-39
The number of network systems administrators in Ohio	r=0.73	18yrs	-42
The average number of likes on Technology Connections YouTube videos	r=0.67	8yrs	-50
The number of university physics teachers in Virginia	r=0.71	20yrs	-52

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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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