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

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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 Alabama correlates with...

Variable	Correlation	Years	Has img?
Air quality in Tuscaloosa, Alabama	r=0.98	7yrs	Yes!
Popularity of the first name Princess	r=0.89	12yrs	Yes!

Votes for the Republican Presidential candidate in Alabama also correlates with...

Variable	Correlation	Years	Sys. Score
Number of public school students in 7th grade	r=0.97	8yrs	372
Number of public school students in 8th grade	r=0.97	8yrs	372
Number of highschoolers in the US	r=0.97	8yrs	372
Biomass power generated in Taiwan	r=0.98	8yrs	372
Number of public school students in 10th grade	r=0.97	8yrs	342
Annual US household spending on alcoholic beverages	r=0.96	6yrs	331
Frank Lampard's Premier League goal tally	r=0.97	6yrs	330
Jet fuel used in Macau	r=0.95	7yrs	329
Geothermal power generated in Costa Rica	r=0.93	8yrs	315
Number of Registered Vehicles in the US	r=0.93	8yrs	314
US kids in public school	r=0.95	8yrs	310
Internet Access Rate among US Citizens	r=0.92	6yrs	295
Popularity of the first name Kennedi	r=0.91	8yrs	294
Portion of all US dairy skim-solids allocated to the production of whey products (net)	r=0.92	6yrs	292
US average milk-fat content of sour cream	r=0.92	6yrs	292
US average dairy skim-solid content of sour cream	r=0.92	6yrs	292
Gasoline pumped in Namibia	r=0.95	8yrs	285
Liquefied petroleum gas used in Turkmenistan	r=0.94	8yrs	274
Number of Lawyers in the United States	r=0.89	8yrs	270
Number of public school students in 6th grade	r=0.94	8yrs	268
GMO use in soybeans	r=0.87	6yrs	264
GMO use in soybeans	r=0.87	6yrs	264
US average dairy skim-solid content of sour cream	r=0.92	6yrs	262
Total Sales at Clothing and Accessories Stores	r=0.86	8yrs	261
Number of households headed by single fathers in the United States	r=0.86	8yrs	260
Number of public school students in 11th grade	r=0.94	8yrs	258
Inflation in the US	r=0.85	8yrs	256
Electricity generation in Bosnia and Herzegovina	r=0.92	8yrs	248
Electricity generation in Czechia	r=0.92	7yrs	238
Number of public school students in 12th grade	r=0.9	8yrs	227
Jet fuel used in Aruba	r=0.93	7yrs	226
Yogurt consumption	r=0.86	8yrs	226
Geothermal power generated in Russia	r=0.9	8yrs	186
Number of public school students in 9th grade	r=0.87	8yrs	182
Number of public school students in 5th grade	r=0.86	8yrs	171
Fossil fuel use in Bosnia and Herzegovina	r=0.87	8yrs	171
Nuclear power generation in Mexico	r=0.87	8yrs	161
Annual Revenue of Walt Disney Company	r=0.83	8yrs	152
Petroluem consumption in Turkmenistan	r=0.89	8yrs	151
Popularity of the first name Emani	r=0.85	8yrs	150
Gender pay gap in the U.S.	r=0.81	8yrs	148
The number of movies Willem Dafoe appeared in	r=0.75	11yrs	147
Canadian Carbon Dioxide Emissions	r=0.83	6yrs	146
Number of registered Yamaha motorcycles in the UK	r=0.83	6yrs	146
Annual US household spending on laundry and cleaning supplies	r=0.82	6yrs	145
Average SAT score in math	r=0.76	8yrs	142
Automotive recalls for issues with Latches/Locks/Linkages	r=0.75	12yrs	140
Electricity generation in Namibia	r=0.87	7yrs	140
Budget for largest movie production	r=0.71	12yrs	138
Number of Miss World delegates	r=0.74	11yrs	138
Automotive recalls issued by Nissan North America	r=0.7	11yrs	136
USA Population	r=0.71	12yrs	134
Automotive recalls for issues with Exterior Lighting	r=0.71	12yrs	134
The number of movies Judi Dench appeared in	r=0.66	10yrs	132
Total number of automotive recalls	r=0.67	12yrs	130
UFO sightings in Alabama	r=0.63	12yrs	130
The distance between Uranus and Mercury	r=0.67	12yrs	130
Petroluem consumption in Namibia	r=0.87	8yrs	128
Gasoline pumped in Cabo Verde	r=0.87	7yrs	117
Popularity of the first name Emmanuel	r=0.79	12yrs	115
Liquefied petroleum gas used in Moldova	r=0.86	7yrs	106
Milk-fat consumption	r=0.83	8yrs	106
Popularity of the first name Chaya	r=0.78	12yrs	104
Liquefied petroleum gas used in Slovenia	r=0.86	8yrs	96
Annual count of part-time employees in the United States	r=0.8	8yrs	94
American cheese consumption	r=0.81	8yrs	93
Popularity of the first name Elise	r=0.77	12yrs	92
US Highway Vehicle Gasoline Consumption	r=0.77	8yrs	85
Liquefied petroleum gas used in Kiribati	r=0.86	6yrs	84
Popularity of the first name Ryann	r=0.77	12yrs	82
Italian-type cheese consumption	r=0.8	7yrs	80
US Shoe Store Sales	r=0.75	8yrs	76
Petroluem consumption in Palestinian Territories	r=0.85	6yrs	73
Popularity of the first name Eliezer	r=0.76	12yrs	70
Afghanistan's Estimated Opium Production	r=0.73	8yrs	69
Mozzarella cheese consumption	r=0.79	7yrs	69
Number of competing nations in the Summer Olympics	r=0.68	12yrs	62
Popularity of the first name Leah	r=0.75	12yrs	59
US Annual Tax Revenue	r=0.69	12yrs	57
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.85	6yrs	56
Global count of operating nuclear power plants	r=0.68	12yrs	50
Popularity of the first name Simon	r=0.75	12yrs	49
Number of public school students in 4th grade	r=0.8	8yrs	47
Hispanic cheese consumption	r=0.77	7yrs	46
Popularity of the first name Rylie	r=0.77	9yrs	39
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.82	6yrs	34
Popularity of the first name Kira	r=0.74	12yrs	28
Natural cheese consumption	r=0.78	7yrs	20
Popularity of the first name Alden	r=0.73	12yrs	16
Popularity of the first name Lydia	r=0.72	12yrs	4
Cheddar cheese consumption	r=0.75	7yrs	3
Popularity of the first name Jaylen	r=0.74	8yrs	-6
Cream and Neufchatel cheese consumption	r=0.73	7yrs	-10
Popularity of the first name Aileen	r=0.72	12yrs	-16
Popularity of the first name Devonta	r=-0.95	10yrs	-26
Popularity of the first name Kenna	r=0.72	12yrs	-36
Nuclear power generation in Czechia	r=0.85	7yrs	-38
Popularity of the first name Cherish	r=0.72	12yrs	-46
Popularity of the first name Zaire	r=0.72	11yrs	-56

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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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