Top variables that correlate with Votes for Republican Senators in Arkansas

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

Variable	Correlation	Years	Has img?
Annual US household spending on small appliances	r=1	6yrs	Yes!
Age of Miss Earth Peagant winner	r=0.96	6yrs	No
Kerosene used in Comoros	r=0.94	12yrs	Yes!
Automotive recalls issued by Volkswagen Group of America	r=0.86	13yrs	No

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

Variable	Correlation	Years	Sys. Score
Electricity generation in Laos	r=0.94	12yrs	370
Electricity generation in Cambodia	r=0.94	12yrs	370
Royal Caribbean Cruises' stock price (RCL)	r=0.99	6yrs	370
Nuclear power generation in China	r=0.95	9yrs	369
Annual US household spending on major appliances	r=0.99	6yrs	350
Realty Income's stock price (O)	r=0.98	6yrs	349
US Tree Nut Consumption per Person	r=0.98	6yrs	349
NetEase's stock price (NTES)	r=0.98	6yrs	348
Hydopower energy generated in Uganda	r=0.93	12yrs	339
Popularity of the first name River	r=0.94	10yrs	336
Popularity of the first name Reina	r=0.91	13yrs	334
Popularity of the first name Lorenzo	r=0.91	13yrs	334
Number of Botox Injections Administered to Women	r=0.96	6yrs	331
Google's Annual Global Revenue	r=0.95	6yrs	330
Renewable energy production in United States	r=0.93	12yrs	329
Sales of LP/Vinyl Albums	r=0.93	8yrs	322
Butter consumption	r=0.91	9yrs	319
Centene's stock price (CNC)	r=0.97	6yrs	318
Liquefied petroleum gas used in Benin	r=0.96	9yrs	318
Average household spend on Christmas Gifts	r=0.94	6yrs	306
American-type cheese consumption	r=0.91	8yrs	303
Popularity of the first name Remington	r=0.91	11yrs	302
Annual US household spending on home maintenance	r=0.95	6yrs	300
Google's annual advertising revenue	r=0.95	6yrs	300
Google's Advertising Revenue	r=0.95	6yrs	300
Annual US household spending on household furnishings and equipment	r=0.94	6yrs	298
Annual US household spending on laundry and cleaning supplies	r=0.94	6yrs	298
Annual US household spending on housekeeping supplies	r=0.94	6yrs	298
Annual US household spending on fresh vegetables	r=0.94	6yrs	298
Total NBA League Revenue	r=0.94	6yrs	298
Liquefied petroleum gas used in Honduras	r=0.94	12yrs	298
Annual US household spending on bakery products	r=0.93	6yrs	296
Total U.S. grain export volume	r=0.93	6yrs	296
Annual US household spending on fruits and vegetables	r=0.92	6yrs	295
Annual US household spending on cereals and bakery products	r=0.91	6yrs	294
Microsoft's Worldwide Earnings	r=0.91	6yrs	294
Costco Wholesale's stock price (COST)	r=0.95	6yrs	294
US average milk-fat content of sour cream	r=0.92	6yrs	292
Popularity of the first name Astrid	r=0.9	13yrs	292
Petroluem consumption in Mali	r=0.94	12yrs	288
The Walt Disney Company's stock price (DIS)	r=0.95	6yrs	284
Popularity of the first name Eliseo	r=0.9	13yrs	282
Gasoline pumped in Mali	r=0.94	12yrs	278
Lockheed Martin's stock price (LMT)	r=0.96	6yrs	274
The number of Breweries in the United States	r=0.93	9yrs	272
Liquefied petroleum gas used in China	r=0.93	12yrs	266
US average dairy skim-solid content of frozen dairy products	r=0.92	6yrs	262
NIKE, Inc.'s stock price (NKE)	r=0.97	6yrs	262
Lowe's Companies' stock price (LOW)	r=0.97	6yrs	252
US average milk-fat content of cheese (other than cottage cheese)	r=0.9	6yrs	249
US per-person consumption of bottled water	r=0.94	6yrs	248
Annual US household spending on fresh fruits	r=0.91	6yrs	244
Popularity of the first name Alonzo	r=0.9	13yrs	242
General Dynamics' stock price (GD)	r=0.97	6yrs	242
Total employee count at Continental AG	r=0.92	6yrs	241
Solar power generated in South Africa	r=0.98	6yrs	240
Annual US household spending on housing	r=0.91	6yrs	239
US Wind Power Generation Capacity	r=0.92	6yrs	235
Annual US household spending on other household products	r=0.91	6yrs	234
US Bottled Water Consumption per Person	r=0.94	6yrs	234
Popularity of the first name Bo	r=0.9	13yrs	232
Monster Beverage's stock price (MNST)	r=0.97	6yrs	232
Biomass power generated in South Korea	r=0.96	8yrs	230
Annual US household spending on medical supplies	r=0.91	6yrs	229
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=0.91	6yrs	229
Humana's stock price (HUM)	r=0.97	6yrs	222
American cheese consumption	r=0.89	9yrs	221
Popularity of the first name Cecilia	r=0.89	13yrs	221
Wind power generated in Turkiye	r=0.95	7yrs	217
O'Reilly Automotive's stock price (ORLY)	r=0.97	6yrs	212
Milk-fat consumption	r=0.89	9yrs	211
Popularity of the first name Amir	r=0.89	13yrs	211
US Annual Tax Revenue	r=0.86	13yrs	208
Gasoline pumped in Comoros	r=0.96	7yrs	206
Constellation Brands' stock price (STZ)	r=0.97	6yrs	202
Popularity of the first name Ezequiel	r=0.89	13yrs	201
Cream and Neufchatel cheese consumption	r=0.89	8yrs	200
Brown-Forman's stock price (BF.A)	r=0.97	6yrs	192
Popularity of the first name Leonel	r=0.89	13yrs	191
Total wind power generated globally	r=0.93	12yrs	189
Vulcan Materials Company's stock price (VMC)	r=0.97	6yrs	182
Popularity of the first name Amara	r=0.89	13yrs	181
Renewable energy production in Congo-Kinshasa	r=0.93	12yrs	179
Equity Residential's stock price (EQR)	r=0.97	6yrs	172
Popularity of the first name Amalia	r=0.89	13yrs	171
Hydopower energy generated in Congo-Kinshasa	r=0.93	12yrs	169
Illumina's stock price (ILMN)	r=0.97	6yrs	162
Popularity of the first name Elena	r=0.88	13yrs	160
Hydopower energy generated in Ecuador	r=0.93	12yrs	159
HDFC Bank's stock price (HDB)	r=0.96	6yrs	151
Popularity of the first name Elias	r=0.88	13yrs	150
Fossil fuel use in Mali	r=0.93	12yrs	149
Amgen's stock price (AMGN)	r=0.96	6yrs	141
Popularity of the first name Eliza	r=0.88	13yrs	140
Popularity of the first name Walker	r=0.88	13yrs	130
Popularity of the first name Iris	r=0.88	13yrs	120
Popularity of the first name Aspen	r=0.88	13yrs	110

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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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