Top variables that correlate with Annual US household spending on public transportation

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Data source: Bureau of Labor Statistics
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Annual US household spending on public transportation correlates with...

Variable	Correlation	Years	Sys. Score
Jet fuel used globally	r=0.98	22yrs	414
Jet fuel used in Portugal	r=0.98	23yrs	414
Jet fuel used in Mexico	r=0.96	23yrs	412
US hotel industry's revenue per available room	r=0.95	14yrs	400
Kerosene used in Saudi Arabia	r=0.95	22yrs	379
Number of websites on the internet	r=0.92	19yrs	378
Number of internet users	r=0.91	17yrs	372
The number of financial examiners in Alabama	r=0.94	17yrs	354
The number of merchandise displayers and window trimmers in Wyoming	r=0.93	15yrs	350
The number of biochemists and biophysicists in Maine	r=0.91	16yrs	348
Jet fuel used in Singapore	r=0.95	22yrs	339
Total Number of Successful Mount Everest Climbs	r=0.91	12yrs	338
Jet fuel used in Philippines	r=0.92	22yrs	324
Visitors to Disney Worlds Magic Kingdom	r=0.89	15yrs	324
Jet fuel used in Saudi Arabia	r=0.92	22yrs	314
Jet fuel used in Canada	r=0.9	23yrs	302
US Sales of Artificial Christmas Trees	r=0.86	15yrs	300
Yearly peak of NYSE composite index	r=0.88	13yrs	298
Javier Mascherano's International Match Count	r=0.86	14yrs	296
Air pollution in Georgetown, South Carolina	r=0.96	6yrs	294
Jet fuel used in Iran	r=0.9	22yrs	292
The number of hosts and hostesses in restaurants in Colorado	r=0.9	20yrs	291
Jet fuel used in Poland	r=0.9	23yrs	282
The number of tire repairers and changers in Arizona	r=0.89	20yrs	280
Amazon's shipping revenue in millions of dollars	r=0.89	11yrs	278
Amazon's Annual Outbound Shipping Expenditure in Millions	r=0.88	11yrs	276
The number of hosts and hostesses in restaurants in Massachusetts	r=0.88	20yrs	268
The number of bartenders in Nevada	r=0.87	20yrs	258
The number of architects in Maryland	r=0.87	20yrs	246
Air quality in Kingston, New York	r=0.87	13yrs	242
Jet fuel used in Iceland	r=0.9	23yrs	242
Votes for Libertarian Senators in Arizona	r=0.88	6yrs	240
Votes for Democratic Senators in California	r=0.87	7yrs	240
Votes for Libertarian Senators in New Jersey	r=0.87	6yrs	239
Passenger traffic at Hartsfield-Jackson Atlanta International Airport	r=0.85	23yrs	238
The number of chefs and head cooks in Nevada	r=0.87	20yrs	236
Jet fuel used in Paraguay	r=0.89	22yrs	230
Number of International Tourist Arrivals Worldwide	r=0.84	23yrs	230
Christmas Price Index in the United States	r=0.83	23yrs	228
The number of hosts and hostesses in restaurants in New Jersey	r=0.87	20yrs	226
Organic Food Sales Volume in the United States	r=0.86	13yrs	225
Total Sales at Clothing and Accessories Stores	r=0.78	23yrs	224
Jet fuel used in Sri Lanka	r=0.89	22yrs	220
The number of librarians in South Dakota	r=0.89	16yrs	216
Jet fuel used in Thailand	r=0.89	22yrs	210
The number of restaurant cooks in Vermont	r=0.87	20yrs	206
Gasoline pumped in Kuwait	r=0.88	22yrs	198
The number of flight attendants in Florida	r=0.88	17yrs	195
Global Box Office Revenue of UK Films	r=0.77	21yrs	192
Asthma attacks in American children	r=-0.86	20yrs	192
Golden State Warriors' Seasonal Total Wins	r=0.78	23yrs	191
Visitors to Disneyland	r=0.83	15yrs	190
Asthma attacks in American children	r=-0.85	20yrs	190
Visitors to Universal Orlando's Islands of Adventure	r=0.79	15yrs	189
Jet fuel used in Panama	r=0.88	22yrs	188
Budget for largest movie production	r=0.74	23yrs	188
Asthma attacks in American children	r=-0.83	20yrs	188
Air quality in Williston, North Dakota	r=0.82	20yrs	187
Air pollution in Morgan City, Louisiana	r=0.89	6yrs	184
The number of postal service mail carriers in Guam	r=0.88	16yrs	184
Customer satisfaction with NYTimes.com	r=0.73	20yrs	182
Jet fuel used in Uruguay	r=0.88	22yrs	178
EOG Resources' stock price (EOG)	r=0.69	21yrs	176
Simon Property Group's stock price (SPG)	r=0.68	21yrs	174
Automotive recalls for issues with the Seats	r=0.66	23yrs	173
Global revenue of Samsonite	r=0.81	16yrs	168
Jet fuel used in India	r=0.87	22yrs	167
Popularity of the first name Mariam	r=0.76	23yrs	166
Total viewership of the Aviva Premiership Rugby final	r=0.81	14yrs	164
Movie Releases in the US & Canada	r=0.7	23yrs	162
Points allowed by the Miami Dolphins	r=0.7	23yrs	159
Asthma attacks in American children	r=-0.82	20yrs	158
Jet fuel used in Indonesia	r=0.87	22yrs	157
Total number of automotive recalls	r=0.64	23yrs	156
Google searches for 'flights to Antarctica'	r=0.63	19yrs	156
Altria Group's stock price (MO)	r=0.66	21yrs	156
Automotive recalls issued by Keystone RV Company	r=0.61	23yrs	155
Restaurant spending in Delaware	r=0.8	21yrs	154
Restaurant spending in Hawaii	r=0.8	21yrs	154
Wins for the Los Angeles Dodgers	r=0.66	23yrs	154
Total likes of Extra History YouTube videos	r=0.67	11yrs	154
Jet fuel used in South Africa	r=0.87	22yrs	147
The number of biolmedical engineers in Ohio	r=0.86	16yrs	141
Total budget of Marvel comic-based films released	r=0.74	23yrs	133
Number of Movies Released Annually	r=0.71	23yrs	130
Total Revenue of the NFL Teams	r=0.73	20yrs	130
Air quality in Williston, North Dakota	r=0.81	20yrs	126
Texas Rangers' American League West Division finish position	r=0.74	23yrs	125
CVS stock price (CVS)	r=0.62	21yrs	123
Number of sets won by the losing team in NCAA Women's Volleyball Div III Championship finals	r=0.72	23yrs	119
Public Storage's stock price (PSA)	r=0.64	21yrs	113
The number of epidemiologists in Nebraska	r=0.85	15yrs	108
The price of gold	r=0.81	15yrs	107
US Shoe Store Sales	r=0.71	22yrs	90
UK Service Retail Price Index	r=0.73	19yrs	83
Canadian Carbon Dioxide Emissions	r=0.7	22yrs	78
Adidas Group's Global Net Sales	r=0.7	23yrs	71
The number of hosts and hostesses in restaurants in California	r=0.85	20yrs	58
The number of bartenders in Minnesota	r=0.84	20yrs	48
The number of restaurant cooks in Virginia	r=0.84	20yrs	27
The number of restaurant cooks in Washington	r=0.84	20yrs	17

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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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