Top variables that correlate with Votes for Republican Senators in Kansas

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Data source: MIT Election Data and Science Lab, Harvard Dataverse
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Votes for Republican Senators in Kansas correlates with...

Variable	Correlation	Years	Has img?
Liquefied petroleum gas used in Barbados	r=0.83	14yrs	Yes!
Domino's Pizza Group's Earnings per Share	r=-0.95	6yrs	Yes!

Votes for Republican Senators in Kansas also correlates with...

Variable	Correlation	Years	Sys. Score
The number of landscape architects in Kansas	r=0.88	6yrs	259
US milk fat used to produce evaporated and condensed milk	r=0.85	7yrs	256
The number of movies Catherine Zeta-Jones appeared in	r=0.81	8yrs	153
The number of foundry mold and coremakers in Kansas	r=0.82	6yrs	145
Popularity of the first name Deion	r=0.75	15yrs	142
Popularity of the first name Yamilex	r=0.79	9yrs	142
Popularity of the first name Dangelo	r=0.72	15yrs	138
Kerosene used in Libya	r=0.73	14yrs	138
Customer satisfaction with The U.S. Postal Service	r=0.72	9yrs	134
Gasoline pumped in North Macedonia	r=0.73	10yrs	134
The Winning Score of The Northern Trust Open Golf Championship	r=0.67	11yrs	132
Google searches for 'how to build a bunker'	r=0.76	6yrs	132
The number of interior designers in Kansas	r=0.8	6yrs	132
Krispy Kreme Doughnuts store count in the US	r=0.73	6yrs	129
The number of movies John Rhys-Davies appeared in	r=0.6	14yrs	128
The number of movies Katharine Hepburn appeared in	r=0.69	8yrs	125
NCAA Women's Ice Hockey National Championship Winner's Score	r=0.75	6yrs	124
Kobe Bryant's total free throw count in NBA regular season	r=0.74	6yrs	120
Los Angeles Kings' National Hockey League standings	r=0.61	13yrs	118
Carjackings in the US	r=0.64	9yrs	118
Google searches for 'dr pepper vs mr pibb'	r=0.7	6yrs	118
US average dairy skim-solid content of bulk evaporated and condensed milk	r=0.7	7yrs	115
Bank of America's stock price (BAC)	r=0.68	7yrs	115
Ronaldo de Assis Moreira's Club Match Goal Tally	r=0.7	6yrs	114
US average dairy skim-solid content of canned milk evaporated and condensed milk	r=0.69	7yrs	113
Google searches for 'how to get to antartica'	r=0.66	6yrs	112
Customer satisfaction with Dell	r=0.64	8yrs	112
Mega millions lottery numbers	r=0.65	7yrs	110
Electronic Arts' stock price (EA)	r=0.65	7yrs	110
Kobe Bryant's Regular Season Points	r=0.66	7yrs	109
Age of Miss Teen USA	r=0.55	13yrs	108
Tiger Woods' Final Position in the US Open	r=0.59	7yrs	108
US household spending on household furnishings and equipment	r=0.63	7yrs	108
Popularity of the first name Courteney	r=0.74	11yrs	106
Customer satisfaction with UPS	r=0.6	9yrs	106
The number of books by Stephen King published	r=0.54	13yrs	104
Number of registered Honda motorcycles in the UK	r=0.61	7yrs	104
Asthma attacks in American children	r=0.58	7yrs	104
Morgan Stanley's stock price (MS)	r=0.61	7yrs	104
Customer satisfaction with FedEx	r=0.58	9yrs	104
Automotive recalls issued by Winnebago Industries	r=0.53	13yrs	103
The number of home appliance repairers in Kansas	r=0.8	6yrs	102
Liquefied petroleum gas used in Eritrea	r=0.72	9yrs	102
Customer satisfaction with Customer Shipping	r=0.57	9yrs	102
Annual US household spending on postage and stationery	r=0.59	7yrs	102
The number of movies Jessica Biel appeared in	r=0.69	7yrs	94
Popularity of the first name Moesha	r=0.8	6yrs	90
Kerosene used in Guyana	r=0.68	14yrs	90
The number of postal service mail carriers in Kansas	r=0.75	6yrs	84
The number of movies Ben Affleck appeared in	r=0.66	9yrs	82
Popularity of the first name Anfernee	r=0.72	8yrs	80
Google searches for 'how to immigrate to norway'	r=0.61	6yrs	80
Brick cheese consumption	r=0.58	8yrs	78
Liquefied petroleum gas used in Azerbaijan	r=0.68	10yrs	77
The Hartford Financial Services Group's stock price (HIG)	r=0.59	7yrs	72
The number of civil engineers in Kansas	r=0.72	6yrs	70
The number of movies Colin Farrell appeared in	r=0.64	8yrs	68
Popularity of the first name Shania	r=0.64	15yrs	66
Jet fuel used in Bulgaria	r=0.67	11yrs	66
Google searches for 'same day shipping'	r=0.62	6yrs	66
US milk fat used to produce cottage cheese	r=0.59	7yrs	62
The number of mechanical engineers in Kansas	r=0.72	6yrs	60
Popularity of the first name Jocelyne	r=0.64	15yrs	56
Google searches for 'harry potter'	r=0.62	6yrs	56
The number of industrial truck and tractor operators in Kansas	r=0.72	6yrs	50
Kerosene used in Yemen	r=0.61	14yrs	50
The number of movies Ian Holm appeared in	r=0.56	10yrs	48
Google searches for 'how to immigrate to switzerland'	r=0.58	6yrs	45
Popularity of the first name Jacky	r=0.61	15yrs	41
The number of movies Julia Roberts appeared in	r=0.55	11yrs	37
The number of ushers in Kansas	r=0.68	6yrs	36
Kerosene used in Ghana	r=0.58	14yrs	36
Google searches for 'mortgage rates'	r=0.61	6yrs	35
Popularity of the first name Malik	r=0.59	15yrs	28
The number of blender tenders in Kansas	r=0.69	6yrs	25
The number of movies Viola Davis appeared in	r=-0.92	8yrs	24
Google searches for 'how to build a lightsaber'	r=0.57	6yrs	23
Popularity of the first name Keana	r=0.59	15yrs	18
Kerosene used in Kiribati	r=0.64	7yrs	18
The number of movies Michelle Pfeiffer appeared in	r=0.55	7yrs	13
Jet fuel used in Mongolia	r=0.64	8yrs	8
Popularity of the first name Marisol	r=0.58	15yrs	6
The number of social and human service assistants in Kansas	r=0.63	6yrs	6
The number of movies Chris Evans appeared in	r=-0.92	6yrs	2
Popularity of the first name Kahlil	r=0.58	15yrs	-4
The number of cabinetmakers in Kansas	r=0.63	6yrs	-4
Biomass power generated in Eswatini	r=0.58	7yrs	-8
The number of movies Alfre Woodard appeared in	r=0.49	15yrs	-8
Popularity of the first name Zena	r=0.58	15yrs	-14
The number of forest conservation technicians in Kansas	r=0.61	6yrs	-16
The number of movies Sally Field appeared in	r=0.53	9yrs	-18
Popularity of the first name Austen	r=0.57	15yrs	-25
The number of couriers and messengers in Kansas	r=0.61	6yrs	-26
Popularity of the first name Khadijah	r=0.57	15yrs	-35
The number of loan officers in Kansas	r=0.6	6yrs	-38
Popularity of the first name Chance	r=0.55	15yrs	-48
The number of avionics technicians in Kansas	r=0.6	6yrs	-48
Popularity of the first name Tavon	r=0.55	15yrs	-58
Popularity of the first name Idalis	r=0.66	9yrs	-68
Popularity of the first name Keion	r=0.54	15yrs	-80

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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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