Top variables that correlate with Votes for the Republican Presidential candidate in South Carolina

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

Variable	Correlation	Years	Has img?
US milk fat used to produce cottage cheese	r=0.97	6yrs	No
Number of public school students in 6th grade	r=0.91	8yrs	Yes!

Votes for the Republican Presidential candidate in South Carolina also correlates with...

Variable	Correlation	Years	Sys. Score
US household spending on new cars	r=0.91	6yrs	294
Kerosene used in Eritrea	r=0.9	7yrs	292
Liquefied petroleum gas used in Slovenia	r=0.9	8yrs	292
Kerosene used in Israel	r=0.86	11yrs	274
Disney movies released	r=0.89	6yrs	268
Number of public school students in 9th grade	r=0.9	8yrs	267
Number of public school students in 7th grade	r=0.88	8yrs	264
US household spending on beef	r=0.88	6yrs	259
US household spending on furniture	r=0.88	6yrs	259
US household spending on meats, poultry, fish, and eggs	r=0.87	6yrs	258
US household spending on pork	r=0.87	6yrs	258
Liquefied petroleum gas used in Djibouti	r=0.89	8yrs	231
The number of movies Jude Law appeared in	r=0.82	6yrs	152
Popularity of the first name Celia	r=0.81	12yrs	148
US household spending on laundry and cleaning supplies	r=0.84	6yrs	148
Popularity of the first name Zaria	r=0.83	8yrs	147
US household spending on poultry	r=0.83	6yrs	146
US household spending on vehicle purchaes	r=0.83	6yrs	146
Average SAT score in math	r=0.78	8yrs	146
US household spending on alcoholic beverages	r=0.82	6yrs	145
Total annual sales of Ford Motors in the United States	r=0.81	6yrs	140
Popularity of the first name Jaylen	r=0.77	8yrs	138
US Highway Vehicle Gasoline Consumption	r=0.75	8yrs	136
US production of cottage cheese	r=0.77	6yrs	128
US household spending on fish and seafood	r=0.77	6yrs	128
Value of the Victoria's Secret Annual Fantasy Bra	r=0.76	6yrs	126
Physical album shipment volume in the United States	r=0.76	6yrs	126
The number of movies Kirsten Dunst appeared in	r=0.7	7yrs	126
Number of public school students in 5th grade	r=0.85	8yrs	124
MTV VMA Viewer Count	r=0.75	6yrs	124
US dairy skim solids used to produce cottage cheese	r=0.76	6yrs	124
Rain in Berlin	r=0.63	12yrs	124
Number of Lawyers in the United States	r=0.63	8yrs	116
Final match set count at Chennai Open	r=0.67	7yrs	114
Number of Registered Vehicles in the US	r=0.67	8yrs	114
Number of public school students in 8th grade	r=0.84	8yrs	113
Bankruptcy filings in the US	r=0.62	6yrs	111
US Barley Production Volume	r=0.66	6yrs	111
Academy Awards Ceremony Audience Size	r=0.65	6yrs	110
Total Sales at Clothing and Accessories Stores	r=0.61	8yrs	108
Frank Lampard's Premier League goal tally	r=0.66	6yrs	108
NCAA Men's Skiing champion's points	r=0.6	11yrs	107
Automotive recalls issued by Volvo Trucks North America	r=0.56	12yrs	107
Popularity of the first name Jaylin	r=0.75	8yrs	105
Biomass power generated in Taiwan	r=0.77	8yrs	101
Popularity of the first name Harlie	r=0.75	8yrs	95
US kids in public school	r=0.78	8yrs	94
US milk fat used to produce fluid beverage milk	r=0.73	6yrs	92
Liquefied petroleum gas used in Lithuania	r=0.78	8yrs	90
The number of movies Sean Astin appeared in	r=0.64	8yrs	88
Number of public school students in 10th grade	r=0.78	8yrs	84
Popularity of the first name Emani	r=0.74	8yrs	84
US average dairy skim-solid content of bulk evaporated and condensed milk	r=0.73	6yrs	78
Gasoline pumped in Namibia	r=0.77	8yrs	78
Annual US household spending on books	r=0.76	6yrs	76
The number of movies Judi Dench appeared in	r=0.61	10yrs	75
Number of public school students in 4th grade	r=0.77	8yrs	72
Popularity of the first name Elyse	r=0.7	12yrs	72
Liquefied petroleum gas used in Turkmenistan	r=0.77	8yrs	68
US household spending on household furnishings and equipment	r=0.74	6yrs	68
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.71	6yrs	66
The number of movies Laura Linney appeared in	r=0.62	8yrs	64
US household spending on books	r=0.73	6yrs	62
Number of highschoolers in the US	r=0.76	8yrs	61
Annual sales of the U.S. auto industry	r=0.64	6yrs	58
Popularity of the first name Princess	r=0.68	12yrs	58
Jet fuel used in Mauritania	r=0.74	11yrs	56
US household spending on floor coverings	r=0.7	6yrs	52
The number of movies Cate Blanchett appeared in	r=0.61	7yrs	52
US average dairy skim-solid content of dry milk products (net)	r=0.68	6yrs	51
Popularity of the first name Kenton	r=0.68	12yrs	48
US household spending on used cars	r=0.69	6yrs	45
Geothermal power generated in Costa Rica	r=0.73	8yrs	45
The number of movies Scarlett Johansson appeared in	r=0.62	6yrs	42
American cheese consumption	r=0.59	8yrs	40
US household spending on small appliances	r=0.68	6yrs	39
Nuclear power generation in Mexico	r=0.73	8yrs	35
US average milk-fat content of cottage cheese	r=0.67	6yrs	30
US household spending on shoes	r=0.65	6yrs	30
Number of public school students in 11th grade	r=0.68	8yrs	29
The number of movies Andy Serkis appeared in	r=0.59	6yrs	28
Renewable energy production in Bosnia and Herzegovina	r=0.72	8yrs	24
US household spending on food	r=0.64	6yrs	23
Popularity of the first name Kennedi	r=0.65	8yrs	20
US household spending on postage and stationery	r=0.64	6yrs	18
Milk-fat consumption	r=0.57	8yrs	17
US household spending on clothin for women	r=0.64	6yrs	13
Number of public school students in 3rd grade	r=0.62	8yrs	10
Liquefied petroleum gas used in Saint Kitts and Nevis	r=0.8	6yrs	10
Popularity of the first name Jaylan	r=0.63	8yrs	7
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.65	6yrs	6
Biomass power generated in Panama	r=0.67	11yrs	-1
Number of public school students in 12th grade	r=0.6	8yrs	-3
Liquefied petroleum gas used in Denmark	r=0.68	11yrs	-12
Electricity generation in Kyrgyzstan	r=0.7	8yrs	-30
Jet fuel used in Turkmenistan	r=0.71	8yrs	-41
Liquefied petroleum gas used in Greenland	r=0.72	6yrs	-52
Petroluem consumption in Somalia	r=0.61	11yrs	-63
Jet fuel used in Somalia	r=0.6	11yrs	-74

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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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