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

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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 California correlates with...

Variable	Correlation	Years	Has img?
Annual US household spending on pets, toys, and hobbies	r=1	6yrs	No
Hydopower energy generated in Brazil	r=0.98	11yrs	No
Number of Lawyers in the United States	r=0.98	8yrs	No
Electricity generation in Australia	r=0.98	11yrs	Yes!
US household spending on pets, toys, and hobbies	r=0.98	6yrs	No
Inflation in the US	r=0.97	8yrs	No
Average milk produced per cow in the US	r=0.97	11yrs	No
Petroluem consumption in Chile	r=0.95	11yrs	No
Popularity of the first name Moshe	r=0.93	12yrs	No
US Annual Tax Revenue	r=0.92	12yrs	No
American cheese consumption	r=0.9	8yrs	No

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

Variable	Correlation	Years	Sys. Score
Renewable energy production in Canada	r=0.98	11yrs	406
Air pollution in Hanford, California	r=0.95	11yrs	402
Popularity of the first name Noor	r=0.96	11yrs	400
Renewable energy production in Colombia	r=0.98	11yrs	376
Number of public school students in 11th grade	r=0.98	8yrs	374
Number of public school students in 12th grade	r=0.98	8yrs	374
Number of Registered Vehicles in the US	r=0.98	8yrs	371
Popularity of the first name Giovanni	r=0.94	12yrs	368
Popularity of the first name Phoebe	r=0.94	12yrs	368
Hydopower energy generated in Colombia	r=0.98	11yrs	366
Electricity generation in New Zealand	r=0.98	11yrs	356
Yogurt consumption	r=0.96	8yrs	356
Hispanic cheese consumption	r=0.95	7yrs	353
Number of households headed by single fathers in the United States	r=0.96	8yrs	350
Number of highschoolers in the US	r=0.95	8yrs	350
Annual US household spending on utilities	r=0.98	6yrs	349
Annual US household spending on electricity	r=0.98	6yrs	349
Nuclear power generation in South Korea	r=0.98	11yrs	346
Air quality in Los Angeles	r=0.92	11yrs	341
Air quality in Riverside, California	r=0.94	11yrs	341
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.91	11yrs	340
Popularity of the first name Julien	r=0.94	12yrs	338
GMO use in corn	r=0.96	6yrs	337
GMO use in corn	r=0.96	6yrs	337
USA Population	r=0.92	12yrs	336
Total number of automotive recalls	r=0.9	12yrs	334
Electricity generation in Austria	r=0.97	11yrs	334
Total employee count at Continental AG	r=0.96	6yrs	332
Annual US household spending on entertainment	r=0.97	6yrs	332
Annual US household spending on eggs	r=0.96	6yrs	331
Annual US household spending on housing	r=0.96	6yrs	331
Annual US household spending on property taxes	r=0.96	6yrs	331
Annual US household spending on transportation	r=0.96	6yrs	331
Annual US household spending on food	r=0.95	6yrs	330
Popularity of the first name Madilyn	r=0.96	9yrs	328
Electricity generation in Brunei	r=0.97	11yrs	324
Annual Revenue of Walt Disney Company	r=0.95	8yrs	320
Popularity of the first name Julian	r=0.93	12yrs	316
Intel Corporation's annual revenue	r=0.93	9yrs	314
Renewable energy production in Cameroon	r=0.97	11yrs	314
Air pollution in Chico, California	r=0.92	11yrs	308
Popularity of the first name Armani	r=0.95	9yrs	306
Electricity generation in Cayman Islands	r=0.97	11yrs	304
US production of butter	r=0.95	6yrs	300
Yearly Total Gross Income of US Farms	r=0.93	6yrs	298
GMO use in cotton	r=0.92	6yrs	298
Air quality in Oxnard, California	r=0.91	11yrs	296
Fossil fuel use in Cayman Islands	r=0.97	11yrs	294
US production of evaporated and condensed milk	r=0.95	6yrs	290
Number of public school students in 10th grade	r=0.94	8yrs	288
Electricity generation in Grenada	r=0.97	11yrs	284
US milk fat used to produce butter	r=0.95	6yrs	280
US kids in public school	r=0.93	8yrs	276
Fossil fuel use in Grenada	r=0.97	11yrs	274
US dairy skim solids used to produce butter	r=0.95	6yrs	268
GMO use in cotton	r=0.92	6yrs	268
Popularity of the first name Parker	r=0.93	12yrs	266
Electricity generation in Saint Vincent/Grenadines	r=0.97	11yrs	264
Popularity of the first name Emilio	r=0.93	12yrs	256
Electricity generation in Singapore	r=0.97	11yrs	254
Gender pay gap in the U.S.	r=0.91	8yrs	248
Air quality in Merced, California	r=0.9	8yrs	247
Popularity of the first name Lukas	r=0.93	12yrs	246
Annual US household spending on dairy products	r=0.93	6yrs	246
Fossil fuel use in Singapore	r=0.97	11yrs	244
U.S. direct investment abroad	r=0.92	6yrs	241
Annual US household spending on maintenance and repairs	r=0.93	6yrs	241
Popularity of the first name Kolton	r=0.94	10yrs	236
Italian-type cheese consumption	r=0.94	7yrs	236
Number of internet users	r=0.9	6yrs	235
Annual US household spending on telephone services	r=0.92	6yrs	235
Electricity generation in Taiwan	r=0.97	11yrs	234
Popularity of the first name Pierce	r=0.93	12yrs	226
Mozzarella cheese consumption	r=0.93	7yrs	225
Total geothermal power generated globally	r=0.96	11yrs	222
Popularity of the first name Isaias	r=0.93	12yrs	216
Milk-fat consumption	r=0.92	8yrs	214
Electricity generation in Barbados	r=0.96	11yrs	212
US Bottled Water Consumption per Person	r=0.91	6yrs	210
Popularity of the first name Maximilian	r=0.93	12yrs	206
US production of sour cream	r=0.94	6yrs	188
Popularity of the first name Sky	r=0.93	12yrs	186
Popularity of the first name Chaim	r=0.93	12yrs	176
US production of yogurt, nonfrozen	r=0.93	6yrs	176
Popularity of the first name Mika	r=0.93	12yrs	166
US milk fat used to produce sour cream	r=0.93	6yrs	166
Popularity of the first name Menachem	r=0.93	12yrs	156
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.95	6yrs	156
Popularity of the first name Sami	r=0.93	12yrs	146
Natural cheese consumption	r=0.92	7yrs	146
US dairy skim solids used to produce sour cream	r=0.93	6yrs	135

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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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