Top variables that correlate with Annual US household spending on tobacco products and smoking supplies

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Data source: Bureau of Labor Statistics
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Annual US household spending on tobacco products and smoking supplies correlates with...

Variable	Correlation	Years	Has img?
Votes for Democratic Senators in Minnesota	r=0.96	8yrs	Yes!
The number of property association managers in Connecticut	r=0.88	20yrs	No
The number of postsecondary art, drama, and music teachers in Hawaii	r=0.76	19yrs	No
Kerosene used in U.S. Pacific Islands	r=0.67	22yrs	No
US bank failures	r=0.58	23yrs	No
Patents granted to Microsoft	r=-0.93	12yrs	No

Annual US household spending on tobacco products and smoking supplies also correlates with...

Variable	Correlation	Years	Sys. Score
The number of dietetic technicians in West Virginia	r=0.87	19yrs	316
The number of blender tenders in Montana	r=0.87	17yrs	314
Snow days in Nashville	r=0.87	11yrs	259
Votes for Democratic Senators in Minnesota	r=0.89	8yrs	244
Fossil fuel use in Norway	r=0.76	22yrs	188
Liquefied petroleum gas used in Gambia	r=0.75	22yrs	184
Petroluem consumption in Kuwait	r=0.74	22yrs	182
The number of hazardous materials removal workers in Massachusetts	r=0.85	20yrs	178
The number of security and fire alarm systems installers in Florida	r=0.83	20yrs	166
Budget for largest movie production	r=0.7	23yrs	162
Total likes of AsapSCIENCE YouTube videos	r=0.73	11yrs	162
The number of postsecondary art, drama, and music teachers in Montana	r=0.85	18yrs	156
Customer satisfaction with Southwest Airlines	r=0.62	22yrs	152
Number of edits to the Wikipedia article for Confirmation bias	r=0.6	21yrs	152
Asthma prevalence in American children	r=0.62	17yrs	150
New York Times Fiction Best Sellers	r=0.75	15yrs	148
Air pollution in Ukiah, California	r=0.74	23yrs	148
Tesla's stock price (TSLA)	r=0.62	12yrs	147
Customer satisfaction with Kroger	r=0.59	21yrs	147
Number of edits to the Wikipedia article for O.J. Simpson	r=0.59	18yrs	147
Number of edits to the Wikipedia article for bromance	r=0.59	18yrs	147
The number of university cultural studies teachers in North Carolina	r=0.83	20yrs	146
Nucor's stock price (NUE)	r=0.6	21yrs	146
HP Inc.'s stock price (HPQ)	r=0.57	21yrs	142
Customer satisfaction with Publix	r=0.55	21yrs	141
Google searches for 'what is love'	r=0.69	19yrs	140
Popularity of the 'im on a boat' meme	r=0.66	17yrs	140
Number of edits to the Wikipedia article for Persephone	r=0.52	22yrs	140
Customer satisfaction with Apple	r=0.53	22yrs	139
Average number of comments on Casually Explained YouTube videos	r=-0.94	8yrs	139
Number of Las Vegas Hotel Room Check-Ins	r=0.7	14yrs	138
Average milk produced per cow in the US	r=0.49	23yrs	136
Customer satisfaction with Nordstrom	r=0.52	21yrs	136
Total Federal Construction Expenditure in the United States	r=0.63	23yrs	134
Crocodile Attacks in South-East Asia & Australia	r=0.68	14yrs	134
Google searches for 'can texas secede from the union'	r=0.49	18yrs	134
Popularity of the first name Malia	r=0.68	23yrs	134
Number of edits to the Wikipedia article for Goldman Sachs	r=0.49	20yrs	134
Popularity of the first name Micah	r=0.66	23yrs	132
Ticket sales for Oakland Athletics games	r=-0.79	20yrs	132
Customer satisfaction with HP	r=0.48	22yrs	132
Google searches for 'why do i have green poop'	r=0.62	19yrs	131
Petroluem consumption in Togo	r=0.72	22yrs	130
Total number of live births in Australia	r=0.61	23yrs	130
Domino's Pizza Group's Earnings per Share	r=0.63	20yrs	130
London Gold Prices	r=0.69	13yrs	130
Popularity of the first name Liliana	r=0.65	23yrs	130
US average milk-fat content of canned milk evaporated and condensed milk	r=0.66	22yrs	129
US production of evaporated and condensed milk	r=0.6	22yrs	128
Votes for Republican Senators in Illinois	r=0.82	7yrs	128
Annual count of part-time employees in the United States	r=0.58	23yrs	126
Organic Food Sales Volume in the United States	r=0.67	13yrs	126
Customer satisfaction with USATODAY.com	r=0.45	20yrs	125
Kerosene used in France	r=0.71	23yrs	119
Canadian Natural Resources' stock price (CNQ)	r=0.56	21yrs	111
Petroluem consumption in Afghanistan	r=0.71	22yrs	108
The number of crane operators in Wyoming	r=0.79	20yrs	100
Wipro's stock price (WIT)	r=0.55	21yrs	100
Popularity of the first name Lila	r=0.65	23yrs	100
Votes for Democratic Senators in Mississippi	r=0.82	7yrs	98
Gasoline pumped in Afghanistan	r=0.7	22yrs	96
Google searches for 'how to immigrate to norway'	r=-0.7	19yrs	96
The number of highway maintenance workers in Iowa	r=0.77	20yrs	86
Petroluem consumption in Bosnia and Herzegovina	r=0.7	22yrs	86
Agnico Eagle Mines' stock price (AEM)	r=0.53	21yrs	86
The number of veterinary assistants in South Dakota	r=0.77	20yrs	76
Global shipwrecks	r=0.59	15yrs	76
Electricity generation in British Virgin Islands	r=0.67	22yrs	75
Southern Copper's stock price (SCCO)	r=0.5	21yrs	72
Hollister retail store count worldwide	r=0.57	23yrs	69
The number of security and fire alarm systems installers in Utah	r=0.77	20yrs	66
Fossil fuel use in British Virgin Islands	r=0.67	22yrs	65
América Móvil's stock price (AMX)	r=0.48	21yrs	59
The number of medical equipment repairers in Wisconsin	r=0.76	20yrs	55
Jet fuel used in Gambia	r=0.69	22yrs	55
Archer-Daniels-Midland Company's stock price (ADM)	r=0.48	21yrs	49
Jet fuel used in Botswana	r=0.68	22yrs	44
Quanta Services' stock price (PWR)	r=0.48	21yrs	39
Liquefied petroleum gas used in Congo-Brazzaville	r=0.68	22yrs	34
BHP Group's stock price (BHP)	r=0.47	21yrs	28
The number of chefs and head cooks in District of Columbia	r=0.77	19yrs	26
Petroluem consumption in Hong Kong	r=0.68	22yrs	24
Infosys' stock price (INFY)	r=0.46	21yrs	16
The number of rehabilitation counselors in Mississippi	r=0.76	20yrs	15
Liquefied petroleum gas used in Bosnia and Herzegovina	r=0.67	22yrs	12
Albemarle's stock price (ALB)	r=0.46	21yrs	6
The number of nuclear medicine technologists in Florida	r=0.75	20yrs	4
The number of tax preparers in Mississippi	r=0.75	20yrs	-6
Gasoline pumped in Togo	r=0.66	22yrs	-10
The number of property association managers in New Hampshire	r=0.75	20yrs	-16
The number of detectives and criminal investigators in North Carolina	r=0.75	20yrs	-26
Biomass power generated in Rwanda	r=0.65	22yrs	-33
The number of college mathematical science teachers in Delaware	r=0.79	15yrs	-36
Nuclear power generation in Romania	r=0.64	22yrs	-44
Nuclear power generation in Hungary	r=0.63	22yrs	-56

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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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