Top variables that correlate with Votes for the Democratic Presidential candidate in Arkansas

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Data source: MIT Election Data and Science Lab, Harvard Dataverse
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Votes for the Democratic Presidential candidate in Arkansas correlates with...

Variable	Correlation	Years	Has img?
Gasoline pumped in Germany	r=0.97	8yrs	Yes!
US Barley Production Volume	r=0.96	6yrs	No
Kerosene used in Philippines	r=0.92	11yrs	Yes!

Votes for the Democratic Presidential candidate in Arkansas also correlates with...

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Greenland	r=0.99	6yrs	369
Kerosene used in Belgium	r=0.95	10yrs	367
Processed cheese consumption	r=0.96	7yrs	354
Physical album shipment volume in the United States	r=0.99	6yrs	350
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.98	6yrs	346
Popularity of the first name Tayler	r=0.95	10yrs	337
Popularity of the first name Jazzmine	r=0.94	10yrs	336
Popularity of the first name Rosario	r=0.9	12yrs	332
US household spending on poultry	r=0.97	6yrs	332
US household spending on laundry and cleaning supplies	r=0.97	6yrs	332
US average milk-fat content of frozen dairy products	r=0.97	6yrs	330
Carjackings in the US	r=0.95	7yrs	308
GMO use in cotton	r=0.93	6yrs	300
US household spending on processed fruits	r=0.95	6yrs	300
Customer satisfaction with Verizon	r=0.93	7yrs	299
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.96	6yrs	298
MTV VMA Viewer Count	r=0.94	6yrs	298
US household spending on beef	r=0.94	6yrs	298
US household spending on clothin for women	r=0.94	6yrs	298
GMO use in cotton in Arkansas	r=0.91	6yrs	296
The marriage rate in Arkansas	r=0.93	6yrs	296
The divorce rate in Arkansas	r=0.92	6yrs	296
US household spending on meats, poultry, fish, and eggs	r=0.93	6yrs	296
US household spending on floor coverings	r=0.93	6yrs	296
US household spending on books	r=0.93	6yrs	296
US household spending on pork	r=0.92	6yrs	295
US household spending on postage and stationery	r=0.92	6yrs	295
Gasoline pumped in Italy	r=0.91	11yrs	292
Milk consumption	r=0.94	8yrs	284
Popularity of the first name Siera	r=0.92	10yrs	282
Popularity of the first name Infant	r=0.91	9yrs	270
The number of movies Andy Serkis appeared in	r=0.89	6yrs	268
Motor vehicle thefts	r=0.85	9yrs	265
Violent crime rates	r=0.85	9yrs	265
Petroluem consumption in Germany	r=0.94	8yrs	264
U.S. intercountry adoptions	r=0.9	6yrs	262
Emmy Awards Ceremony viewership	r=0.86	9yrs	259
Popularity of the first name Ciarra	r=0.9	9yrs	258
US Tobacco Production	r=0.85	6yrs	254
Frozen yogurt consumption	r=0.91	8yrs	253
US household spending on transportation	r=0.92	6yrs	245
Popularity of the first name Mike	r=0.9	12yrs	242
US household spending on clothing	r=0.91	6yrs	239
US milk fat used to produce fluid beverage milk	r=0.94	6yrs	238
Gasoline pumped in Lithuania	r=0.92	8yrs	236
US household spending on prescription drugs	r=0.91	6yrs	234
Popularity of the first name Zhane	r=0.95	7yrs	229
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.94	6yrs	225
Fossil fuel use in Slovakia	r=0.9	7yrs	224
US average milk-fat content of cottage cheese	r=0.93	6yrs	214
Popularity of the first name Idalis	r=0.92	7yrs	214
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.92	6yrs	202
Fossil fuel use in Denmark	r=0.86	11yrs	198
US household spending on alcoholic beverages	r=0.9	6yrs	197
US average dairy skim-solid content of bulk evaporated and condensed milk	r=0.91	6yrs	190
US household spending on food	r=0.89	6yrs	190
Popularity of the first name Dion	r=0.88	12yrs	188
Gasoline pumped in Spain	r=0.87	11yrs	186
US household spending on fresh milk and cream	r=0.88	6yrs	184
US household spending on clothing for men	r=0.88	6yrs	179
Popularity of the first name Aric	r=0.87	12yrs	177
Kerosene used in Chile	r=0.86	11yrs	174
Popularity of the first name Celena	r=0.87	12yrs	167
Petroluem consumption in Djibouti	r=0.86	11yrs	164
Sherbet consumption	r=0.88	8yrs	158
NASA's budget as a percentage of the total US Federal Budget	r=0.82	12yrs	157
Popularity of the first name Tania	r=0.85	12yrs	154
Disney movies released	r=0.83	6yrs	154
Bankruptcy filings in the US	r=0.82	6yrs	151
Cottage cheese consumption	r=0.87	8yrs	147
Remaining Forest Cover in the Brazilian Amazon	r=0.77	9yrs	146
Kerosene used in Congo-Brazzaville	r=0.9	8yrs	142
Ice cream consumption	r=0.86	8yrs	136
Popularity of the first name Kaytlyn	r=0.9	9yrs	134
Petroluem consumption in Uzbekistan	r=0.89	8yrs	131
Robberies in Arkansas	r=0.82	9yrs	126
Popularity of the first name Raekwon	r=0.89	7yrs	120
Gasoline pumped in Latvia	r=0.88	8yrs	120
Portion of all US dairy skim-solids allocated to the production of evaporated and condensed milk	r=0.87	6yrs	114
Robberies in the US	r=0.81	9yrs	114
Popularity of the first name Devonta	r=0.87	10yrs	110
Kerosene used in Sudan	r=0.86	10yrs	108
Portion of all US dairy skim-solids allocated to the production of cottage cheese	r=0.86	6yrs	103
Arson in United States	r=0.8	9yrs	102
Popularity of the first name Shaniah	r=0.89	7yrs	100
Popularity of the first name Katlin	r=0.87	8yrs	88
Arson in Arkansas	r=0.77	9yrs	88
Popularity of the first name Alanis	r=0.88	7yrs	78
Popularity of the first name Katlynn	r=0.85	10yrs	67
Annual US household spending on books	r=0.85	6yrs	65
US household spending on personal care products and services	r=0.85	6yrs	60
US household spending on dairy products	r=0.83	6yrs	51
Fossil fuel use in Bosnia and Herzegovina	r=-0.99	8yrs	10
Petroluem consumption in Namibia	r=-0.98	8yrs	-4
US production of cottage cheese	r=0.84	6yrs	-12
US dairy skim solids used to produce cottage cheese	r=0.84	6yrs	-24
Kerosene used in Mauritius	r=0.84	11yrs	-28
Kerosene used in Central African Republic	r=0.85	9yrs	-39

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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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