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

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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 Massachusetts correlates with...

Variable	Correlation	Years	Sys. Score
Geothermal power generated in Russia	r=0.96	8yrs	350
Nuclear power generation in Czechia	r=0.96	7yrs	348
Biomass power generated in Taiwan	r=0.95	8yrs	348
US household spending on eggs	r=0.97	6yrs	332
Yogurt consumption	r=0.93	8yrs	321
Number of public school students in 12th grade	r=0.94	8yrs	318
GMO use in soybeans	r=0.94	6yrs	304
GMO use in soybeans	r=0.94	6yrs	304
GMO use in cotton	r=0.93	6yrs	300
Number of public school students in 11th grade	r=0.91	8yrs	298
Number of highschoolers in the US	r=0.9	8yrs	297
Frank Lampard's Premier League goal tally	r=0.95	6yrs	296
Total Federal Construction Expenditure in the United States	r=0.93	6yrs	296
Hollister retail store count worldwide	r=0.92	6yrs	295
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.94	6yrs	295
Annual US household spending on prescription drugs	r=0.92	6yrs	295
Yearly Total Gross Income of US Farms	r=0.9	6yrs	294
Number of Registered Vehicles in the US	r=0.9	8yrs	294
US average dairy skim-solid content of dry milk products (net)	r=0.93	6yrs	294
Hydopower energy generated in Estonia	r=0.95	8yrs	288
Geothermal power generated in Costa Rica	r=0.93	8yrs	275
Number of Lawyers in the United States	r=0.87	8yrs	267
Inflation in the US	r=0.9	8yrs	264
Petroluem consumption in Turkmenistan	r=0.93	8yrs	262
Number of households headed by single fathers in the United States	r=0.88	8yrs	262
Customer satisfaction with Apple	r=0.88	7yrs	262
Total Sales at Clothing and Accessories Stores	r=0.86	8yrs	261
Portion of all US dairy skim-solids allocated to the production of whey products (net)	r=0.91	6yrs	260
US household spending on property taxes	r=0.88	6yrs	259
Popularity of the first name Kennedi	r=0.87	8yrs	258
Annual US household spending on dairy products	r=0.87	6yrs	258
Annual US household spending on electricity	r=0.86	6yrs	256
Annual US household spending on medical services	r=0.86	6yrs	256
Annual US household spending on education	r=0.86	6yrs	256
Canadian Carbon Dioxide Emissions	r=0.85	6yrs	254
US average dairy skim-solid content of sour cream	r=0.91	6yrs	250
US average dairy skim-solid content of sour cream	r=0.91	6yrs	240
Fossil fuel use in Bosnia and Herzegovina	r=0.92	8yrs	238
GMO use in corn	r=0.88	6yrs	235
Number of public school students in 10th grade	r=0.88	8yrs	234
Electricity generation in Czechia	r=0.92	7yrs	228
US kids in public school	r=0.86	8yrs	221
Nuclear power generation in Romania	r=0.92	7yrs	218
Jet fuel used in Macau	r=0.94	7yrs	208
Hispanic cheese consumption	r=0.85	7yrs	203
Electricity generation in Namibia	r=0.9	7yrs	194
US milk fat used to produce sour cream	r=0.89	6yrs	190
Petroluem consumption in Turks and Caicos Islands	r=0.92	7yrs	184
US production of yogurt, nonfrozen	r=0.88	6yrs	179
Liquefied petroleum gas used in Moldova	r=0.91	7yrs	173
US dairy skim solids used to produce sour cream	r=0.89	6yrs	169
Portion of all US dairy skim-solids allocated to the production of yogurt, nonfrozen	r=0.87	6yrs	154
Annual Revenue of Walt Disney Company	r=0.82	8yrs	150
Gasoline Prices in the US	r=0.82	8yrs	150
Annual US household spending on eggs	r=0.84	6yrs	148
Annual US household spending on utilities	r=0.84	6yrs	148
Annual US household spending on laundry and cleaning supplies	r=0.84	6yrs	148
Popularity of the first name Emani	r=0.78	8yrs	140
Electricity generation in Bosnia and Herzegovina	r=0.9	8yrs	136
Automotive recalls issued by Mack Trucks	r=0.7	11yrs	136
Popularity of the first name Tayler	r=-0.96	10yrs	136
The number of movies Tom Cruise appeared in	r=0.69	9yrs	136
Customer satisfaction with Costco	r=0.8	6yrs	134
Hot days in Boston	r=0.67	12yrs	130
The number of movies Kate Beckinsale appeared in	r=0.72	7yrs	128
Electricity generation in Azerbaijan	r=0.88	8yrs	122
Biomass power generated in Hungary	r=0.88	8yrs	112
Popularity of the first name Tori	r=-0.92	12yrs	104
Number of public school students in 7th grade	r=0.84	8yrs	103
Kerosene used in Falkland Islands	r=0.89	7yrs	100
US Undergraduate Enrollment	r=0.84	6yrs	98
Annual US household spending on alcoholic beverages	r=0.83	6yrs	96
Popularity of the first name Jazzmine	r=-0.95	10yrs	94
Number of public school students in 8th grade	r=0.84	8yrs	93
Number of registered Yamaha motorcycles in the UK	r=0.83	6yrs	91
Petroluem consumption in Namibia	r=0.88	8yrs	90
Annual US household spending on transportation	r=0.82	6yrs	90
Internet Access Rate among US Citizens	r=0.81	6yrs	84
Biomass power generated in Singapore	r=0.85	8yrs	78
Popularity of the first name Tyson	r=0.67	12yrs	77
Gender pay gap in the U.S.	r=0.77	8yrs	77
Annual US household spending on property taxes	r=0.81	6yrs	74
Number of public school students in 6th grade	r=0.77	8yrs	72
Annual count of part-time employees in the United States	r=0.78	8yrs	71
Jet fuel used in Aruba	r=0.88	7yrs	68
Annual US household spending on food	r=0.8	6yrs	67
Annual US household spending on entertainment	r=0.8	6yrs	62
US Shoe Store Sales	r=0.74	8yrs	60
Afghanistan's Estimated Opium Production	r=0.73	8yrs	54
Annual US household spending on maintenance and repairs	r=0.77	6yrs	53
Milk-fat consumption	r=0.83	8yrs	46
Number of internet users	r=0.76	6yrs	44
Italian-type cheese consumption	r=0.84	7yrs	36
Mozzarella cheese consumption	r=0.83	7yrs	25
Butter consumption	r=0.79	8yrs	10
American cheese consumption	r=0.78	8yrs	-2
US milk fat used to produce yogurt	r=0.83	6yrs	-14
US average dairy skim-solid content of fluid beverage milk	r=0.84	6yrs	-25
US average milk-fat content of sour cream	r=0.83	6yrs	-36
Natural cheese consumption	r=0.81	7yrs	-46
US Bottled Water Consumption per Person	r=0.73	6yrs	-52

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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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