Top variables that correlate with US household spending on telephone services

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

Variable	Correlation	Years	Has img?
The number of nursing assistants in Delaware	r=0.94	11yrs	No
Public Library Website Visits in the UK	r=0.93	8yrs	No
Votes for the Libertarian Presidential candidate in New Mexico	r=0.93	6yrs	No
The number of middle school special education teachers in Massachusetts	r=0.9	20yrs	No
Votes for the Libertarian Presidential candidate in California	r=0.89	6yrs	No
Total number of passenger vehicles sold in China	r=0.88	7yrs	No
Robberies in New Hampshire	r=0.72	23yrs	No

US household spending on telephone services also correlates with...

Variable	Correlation	Years	Sys. Score
The number of print binding and finishing workers in Ohio	r=0.92	13yrs	317
Votes for the Libertarian Presidential candidate in Montana	r=0.96	6yrs	314
The number of print binding and finishing workers in California	r=0.91	13yrs	286
Average number of comments on SciShow Space YouTube videos	r=0.85	9yrs	284
Votes for the Libertarian Presidential candidate in Alaska	r=0.95	6yrs	282
Votes for the Libertarian Presidential candidate in Arkansas	r=0.95	6yrs	282
The number of tax examiners and collectors, and revenue agents in Illinois	r=0.91	13yrs	276
The number of special education teachers in Minnesota	r=0.91	11yrs	264
Total views on CGP Grey YouTube videos	r=0.86	12yrs	263
Air quality in Morgan City, Louisiana	r=0.94	6yrs	261
The number of training and development managers in Wisconsin	r=0.85	19yrs	252
Votes for the Libertarian Presidential candidate in Arkansas	r=0.94	6yrs	251
Votes for the Libertarian Presidential candidate in Missouri	r=0.94	6yrs	241
Votes for the Libertarian Presidential candidate in Wyoming	r=0.94	6yrs	231
The number of computer network support specialists in Texas	r=0.91	11yrs	224
Votes for the Libertarian Presidential candidate in Alaska	r=0.93	6yrs	220
How 'hip and with it' Computerphile YouTube video titles are	r=0.86	10yrs	216
The number of childcare workers in Hawaii	r=0.9	13yrs	204
Popularity of the first name Maxwell	r=0.8	23yrs	202
How cool LockPickingLawyer YouTube video titles are	r=0.85	8yrs	202
Votes for the Libertarian Presidential candidate in Maryland	r=0.92	6yrs	198
The number of secretaries in Mississippi	r=0.89	13yrs	194
Morgan Stanley's stock price (MS)	r=-0.87	21yrs	189
Votes for the Libertarian Presidential candidate in Mississippi	r=0.92	6yrs	188
Kerosene used in Gabon	r=0.78	22yrs	188
Broadcom's stock price (AVGO)	r=-0.93	13yrs	187
Motorola Solutions' stock price (MSI)	r=-0.85	21yrs	187
Votes for the Libertarian Presidential candidate in Vermont	r=0.92	6yrs	178
Arson in Illinois	r=0.77	23yrs	177
Total comments on SciShow Space YouTube videos	r=0.84	9yrs	177
Customer satisfaction with Dillard's	r=0.68	21yrs	176
Google searches for 'facebook'	r=0.79	17yrs	168
Popularity of the first name Britton	r=0.77	23yrs	168
Votes for the Libertarian Presidential candidate in Idaho	r=0.91	6yrs	166
Popularity of the first name Annabel	r=0.75	23yrs	165
Number of internet users	r=0.75	17yrs	164
Hydopower energy generated in Papua New Guinea	r=0.72	22yrs	162
MTV VMA Viewer Count	r=0.69	23yrs	158
Petroluem consumption in Cuba	r=0.71	22yrs	158
Air quality in Greenwood, South Carolina	r=0.84	17yrs	157
Votes for the Libertarian Presidential candidate in Kansas	r=0.91	6yrs	156
Sony Group's stock price (SONY)	r=-0.84	21yrs	156
Total Digital Music Single Downloads	r=0.71	19yrs	156
Number of pirate attacks in Indonesia	r=0.65	15yrs	156
Powerball lottery numbers	r=-0.88	13yrs	155
Customer satisfaction with ABCNews.com	r=0.62	20yrs	150
Number of Public Library Members in the UK	r=0.79	12yrs	148
Global shipwrecks	r=0.74	15yrs	148
Automotive recalls for issues with Steering	r=-0.74	23yrs	148
Customer satisfaction with FOXNews.com	r=0.65	12yrs	147
Votes for the Libertarian Presidential candidate in Minnesota	r=0.91	6yrs	146
UFO sightings in Washington	r=0.7	22yrs	146
Ameren's stock price (AEE)	r=-0.83	21yrs	145
The price of gold	r=0.73	15yrs	145
Amount spent on Pet Gifts on Valentine's Day in the US	r=0.75	9yrs	144
UFO sightings in Alaska	r=0.69	22yrs	144
Votes for the Libertarian Presidential candidate in Nevada	r=0.9	6yrs	135
Votes for the Libertarian Presidential candidate in Rhode Island	r=0.9	6yrs	125
Kerosene used in Congo-Brazzaville	r=0.66	22yrs	120
Popularity of the first name Ismael	r=-0.84	23yrs	116
Votes for Republican Senators in North Dakota	r=0.9	7yrs	114
Average number of comments on Extra History YouTube videos	r=0.74	11yrs	114
Woodside Energy Group's stock price (WDS)	r=0.74	14yrs	111
The number of animal control workers in Louisiana	r=0.85	20yrs	108
Total comments on CGP Grey YouTube videos	r=0.73	12yrs	104
The number of tax examiners and collectors, and revenue agents in Colorado	r=0.89	12yrs	102
The number of dishwashers in Maryland	r=0.83	20yrs	96
Verisk Analytics' stock price (VRSK)	r=-0.89	13yrs	93
The number of nursing assistants in Mississippi	r=0.9	11yrs	92
The average number of likes on SciShow Space YouTube videos	r=0.74	9yrs	92
The number of chemical technicians in Ohio	r=0.83	20yrs	86
American Water Works Company's stock price (AWK)	r=-0.88	14yrs	83
The number of special education teachers in North Carolina	r=0.9	11yrs	82
Total likes of Computerphile YouTube videos	r=0.73	10yrs	82
The number of college mathematical science teachers in Pennsylvania	r=0.83	20yrs	76
Votes for the Libertarian Presidential candidate in Arizona	r=0.9	6yrs	75
The number of nursing assistants in Ohio	r=0.9	11yrs	72
Advanced Micro Devices' stock price (AMD)	r=-0.8	21yrs	72
The average number of likes on Steve Mould's YouTube videos	r=-0.88	14yrs	69
Votes for the Libertarian Presidential candidate in Delaware	r=0.9	6yrs	65
The number of statistical assistants in Illinois	r=0.82	20yrs	64
Dollar General's stock price (DG)	r=-0.88	13yrs	62
Total length of LEMMiNO YouTube videos	r=0.69	11yrs	56
Votes for the Libertarian Presidential candidate in Kentucky	r=0.9	6yrs	55
The number of human resources assistants in North Dakota	r=0.82	20yrs	54
T-Mobile Us' stock price (TMUS)	r=-0.85	15yrs	51
Prologis' stock price (PLD)	r=-0.79	21yrs	41
Total comments on Computerphile YouTube videos	r=0.66	10yrs	41
NVIDIA's stock price (NVDA)	r=-0.75	21yrs	30
MSCI Inc.'s stock price (MSCI)	r=-0.84	15yrs	20
ST Microelectronics' stock price (STM)	r=-0.78	21yrs	10
Applied Materials' stock price (AMAT)	r=-0.75	21yrs	-3
Marvell Technology's stock price (MRVL)	r=-0.75	21yrs	-13
Cadence Design Systems' stock price (CDNS)	r=-0.76	21yrs	-24
Cenovus Energy's stock price (CVE)	r=0.65	13yrs	-34

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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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