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

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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 Texas correlates with...

Variable	Correlation	Years	Has img?
Annual US household spending on pets, toys, and hobbies	r=0.98	6yrs	No
Annual US household spending on housing	r=0.96	6yrs	No
Hydopower energy generated in Nicaragua	r=0.89	11yrs	Yes!
US Tree Nut Consumption per Person	r=0.85	6yrs	No
US household spending on health insurance	r=0.82	6yrs	No
The number of Breweries in the United States	r=0.72	8yrs	No

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

Variable	Correlation	Years	Sys. Score
Jet fuel used in Cayman Islands	r=0.9	9yrs	308
Automotive recalls issued by Keystone RV Company	r=0.93	6yrs	301
US Bottled Water Consumption per Person	r=0.91	6yrs	300
Annual US household spending on property taxes	r=0.95	6yrs	300
Annual US household spending on eggs	r=0.94	6yrs	298
Annual US household spending on dairy products	r=0.94	6yrs	298
Annual US household spending on utilities	r=0.94	6yrs	298
US household spending on pets, toys, and hobbies	r=0.94	6yrs	298
Biomass power generated in Malawi	r=0.93	6yrs	298
Gasoline pumped in Kiribati	r=0.95	6yrs	298
Total employee count at Continental AG	r=0.92	6yrs	296
Annual US household spending on transportation	r=0.93	6yrs	296
US household spending on housing	r=0.93	6yrs	296
Annual US household spending on fresh vegetables	r=0.92	6yrs	295
US per-person consumption of bottled water	r=0.91	6yrs	294
US production of butter	r=0.91	6yrs	294
US production of dry milk products (net)	r=0.91	6yrs	294
US milk fat used to produce butter	r=0.91	6yrs	294
Grocery store spend in Texas	r=0.91	6yrs	292
GMO use in corn	r=0.9	6yrs	268
The number of movies James Stewart appeared in	r=0.87	8yrs	267
Geothermal power generated in Guatemala	r=0.92	6yrs	266
US dairy skim solids used to produce butter	r=0.91	6yrs	262
GMO use in corn	r=0.86	6yrs	262
U.S. direct investment abroad	r=0.87	6yrs	259
Food spending in Texas	r=0.89	6yrs	259
Customer satisfaction with Southwest Airlines	r=0.85	7yrs	257
Wind power generated in Czechia	r=0.91	6yrs	255
US dairy skim solids used to produce dry milk products	r=0.91	6yrs	252
Annual US household spending on electricity	r=0.92	6yrs	245
Annual US household spending on other household products	r=0.92	6yrs	240
Annual US household spending on fruits and vegetables	r=0.91	6yrs	234
Annual US household spending on housekeeping supplies	r=0.91	6yrs	229
Annual US household spending on entertainment	r=0.91	6yrs	224
US household spending on property taxes	r=0.91	6yrs	219
Annual US household spending on bakery products	r=0.9	6yrs	212
US production of cheese (other than cottage cheese)	r=0.89	6yrs	210
US production of sour cream	r=0.89	6yrs	200
Renewable energy production in Burkina Faso	r=0.86	8yrs	200
US milk fat used to produce cheese (excluding cottage cheese)	r=0.89	6yrs	190
Liquefied petroleum gas used in Germany	r=0.88	8yrs	190
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.89	6yrs	179
Biomass power generated in Slovenia	r=0.87	6yrs	179
Annual US household spending on food	r=0.9	6yrs	177
Annual US household spending on fresh fruits	r=0.9	6yrs	172
US average milk-fat content of dry milk products (net)	r=0.9	6yrs	169
Wind power generated in Taiwan	r=0.86	6yrs	168
Annual US household spending on cereals and bakery products	r=0.89	6yrs	165
Annual US household spending on processed vegetables	r=0.89	6yrs	160
US milk fat used to produce sour cream	r=0.86	6yrs	156
Biomass power generated in India	r=0.85	6yrs	156
Annual US household spending on home maintenance	r=0.89	6yrs	155
GMO use in cotton	r=0.85	6yrs	152
Restaurant spending in Texas	r=0.85	6yrs	151
Total Federal Construction Expenditure in the United States	r=0.85	6yrs	150
US Wind Power Generation Capacity	r=0.85	6yrs	150
Air quality in Victoria, Texas	r=0.82	8yrs	150
Annual US household spending on poultry	r=0.88	6yrs	149
Yearly Total Gross Income of US Farms	r=0.83	6yrs	148
The number of movies Humphrey Bogart appeared in	r=0.78	7yrs	148
Adidas Group's Global Net Sales	r=0.85	6yrs	146
Air quality in Victoria, Texas	r=0.79	8yrs	146
Annual US household spending on small appliances	r=0.88	6yrs	144
US dairy skim solids used to produce sour cream	r=0.86	6yrs	144
Jet fuel used in Mongolia	r=0.86	6yrs	144
Air quality in Beaumont, Texas	r=0.74	11yrs	141
Gender pay gap in the U.S.	r=0.75	8yrs	140
The number of movies Glenn Close appeared in	r=0.71	9yrs	139
Annual US household spending on rented dwellings	r=0.87	6yrs	138
Jet fuel used in Sao Tome and Principe	r=0.86	6yrs	134
Annual US household spending on telephone services	r=0.86	6yrs	131
Annual US household spending on maintenance and repairs	r=0.86	6yrs	126
GMO use in cotton in Texas	r=0.85	6yrs	122
Annual US household spending on healthcare	r=0.86	6yrs	121
Annual US household spending on health insurance	r=0.86	6yrs	116
GMO use in cotton in Texas	r=0.84	6yrs	111
GMO use in cotton	r=0.82	6yrs	98
Muenster cheese consumption	r=0.8	7yrs	30
US production of evaporated and condensed milk	r=0.84	6yrs	18
Jet fuel used in Gambia	r=0.85	6yrs	18
Solar power generated in Eritrea	r=0.82	6yrs	6
US production of yogurt, nonfrozen	r=0.82	6yrs	5
Annual US household spending on nonalcoholic beverages	r=0.82	6yrs	0
US dairy skim solids used to produce evaporated and condensed milk	r=0.83	6yrs	-5
Annual US household spending on laundry and cleaning supplies	r=0.82	6yrs	-5
Solar power generated in Bangladesh	r=0.81	6yrs	-5
Annual US household spending on medical services	r=0.82	6yrs	-10
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.84	6yrs	-15
Biomass power generated in Slovakia	r=0.81	6yrs	-15
US dairy skim solids used to produce yogurt, nonfrozen	r=0.82	6yrs	-26
Biomass power generated in Japan	r=0.78	10yrs	-26
US average dairy skim-solid content of fluid beverage milk	r=0.83	6yrs	-36
Gasoline pumped in Comoros	r=0.81	6yrs	-38
US average milk-fat content of cheese (other than cottage cheese)	r=0.82	6yrs	-48
Jet fuel used in Samoa	r=0.81	6yrs	-48

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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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