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Data source: American Customer Satisfaction Index
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Customer satisfaction with AT&T correlates with...

VariableCorrelationYearsHas img?
Bachelor's degrees awarded in Businessr=0.9610yrsYes!
Associates degrees awarded in Music and dancer=0.9611yrsNo
Votes for Democratic Senators in Texasr=0.96yrsNo
How good Mark Rober YouTube video titles arer=0.8711yrsYes!
Air quality in Jacksonr=0.8518yrsNo
The number of movies Margot Robbie appeared inr=0.6314yrsNo



Customer satisfaction with AT&T also correlates with...

VariableCorrelationYearsSys. Score
How professional-sounding MrBeast's YouTube video titles arer=0.9810yrs429
Associates degrees awarded in Physical sciencesr=0.9611yrs422
Solar power generated in Uruguayr=0.9710yrs403
Number of public school students in 12th grader=0.9218yrs395
Annual US household spending on pets, toys, and hobbiesr=0.9218yrs392
Associates degrees awarded in Liberal artsr=0.9511yrs391
Popularity of the first name Delilahr=0.9218yrs390
Popularity of the first name Shilohr=0.9218yrs390
Popularity of the first name Camilar=0.9218yrs390
The number of pharmacists in Kentuckyr=0.9618yrs390
The number of ophthalmic medical technicians in Indianar=0.9810yrs383
The number of phlebotomists in Kentuckyr=0.9710yrs383
Electricity generation in Cayman Islandsr=0.9218yrs374
Total views on Technology Connections YouTube videosr=0.977yrs374
Fossil fuel use in Cayman Islandsr=0.9118yrs372
Inflation in the USr=0.918yrs369
Grocery store spend in Marylandr=0.9117yrs368
Grocery store spend in North Dakotar=0.917yrs366
Hispanic cheese consumptionr=0.8818yrs364
Butter consumptionr=0.8718yrs362
Italian-type cheese consumptionr=0.8718yrs362
US Bottled Water Consumption per Personr=0.8718yrs360
GMO use in cornr=0.8718yrs360
Average views of Tom Scott's YouTube videosr=0.913yrs360
Popularity of the first name Kaner=0.9118yrs359
The distance between Neptune and Uranusr=0.8918yrs359
Annual US household spending on housingr=0.8918yrs358
Annual US household spending on property taxesr=0.8918yrs358
Annual US household spending on utilitiesr=0.8918yrs358
US Tree Nut Consumption per Personr=0.8918yrs358
US per-person consumption of bottled waterr=0.8818yrs356
Annual US household spending on eggsr=0.8818yrs356
Annual US household spending on fresh fruitsr=0.8818yrs356
Annual US household spending on fresh vegetablesr=0.8818yrs356
GMO use in cottonr=0.8518yrs354
The number of ophthalmic medical technicians in Wisconsinr=0.9710yrs352
Associates degrees awarded in Physical sciencesr=0.9511yrs351
Popularity of the first name Santiagor=0.918yrs348
Electricity generation in Costa Ricar=0.9118yrs342
The number of computer user support specialists in Floridar=0.9610yrs340
Popularity of the first name Arir=0.918yrs338
Electricity generation in Jordanr=0.9118yrs332
Muenster cheese consumptionr=0.8718yrs332
The number of human resources specialists in Marylandr=0.9610yrs330
Total views on Mark Rober YouTube videosr=0.9111yrs330
Biomass power generated in Philippinesr=0.9413yrs322
The number of market research analysts in Montanar=0.9610yrs320
Mozzarella cheese consumptionr=0.8618yrs320
Total length of SciShow Space YouTube videosr=0.988yrs317
Electricity generation in Solomon Islandsr=0.9118yrs312
Associates degrees awarded in Multi/interdisciplinary studiesr=0.9511yrs311
Natural cheese consumptionr=0.8718yrs304
Fossil fuel use in Solomon Islandsr=0.9118yrs302
Associates degrees awarded in Communicationr=0.9411yrs300
Popularity of the first name Darcyr=0.918yrs298
Average number of milk cows in the United Statesr=0.9118yrs294
Solar power generated in Guinea-Bissaur=0.978yrs291
Associates degrees awarded in Engineeringr=0.9411yrs290
Popularity of the first name Janer=0.8918yrs286
The number of industrial engineers in Mainer=0.9518yrs286
Solar power generated in Maltar=0.9313yrs280
Associates degrees awarded in Science technologiesr=0.9411yrs280
Popularity of the first name Coltr=0.8918yrs276
The number of conservation scientists in Colorador=0.9418yrs275
Biomass power generated in Nicaraguar=0.918yrs270
Associates degrees awarded in Historyr=0.9411yrs270
Popularity of the first name Phoenixr=0.8918yrs266
The number of pharmacists in Ohior=0.9318yrs265
Electricity generation in Russiar=0.918yrs260
Bachelor's degrees awarded in Engineeringr=0.9410yrs260
Popularity of the first name Amirar=0.8918yrs256
The number of insurance sales agents in Oklahomar=0.9418yrs255
Gasoline pumped in Cambodiar=0.9218yrs250
Bachelor's degrees awarded in Mathematics and statisticsr=0.9410yrs250
The number of graphic designers in Washingtonr=0.9318yrs245
Popularity of the first name Naomir=0.8818yrs244
Master's degrees awarded in Mathematics and statisticsr=0.9410yrs240
Solar power generated in Kuwaitr=0.959yrs239
The number of logisticians in Texasr=0.9418yrs235
Popularity of the first name Luciar=0.8818yrs234
Petroluem consumption in Beninr=0.9118yrs229
Associates degrees awarded in literaturer=0.9311yrs228
Popularity of the first name Rowanr=0.8818yrs224
The number of industrial machinery mechanics in Alabamar=0.9318yrs224
Liquefied petroleum gas used in Dominican Republicr=0.9118yrs219
Associates degrees awarded in Mathematics and statisticsr=0.9311yrs218
Popularity of the first name Elianar=0.8818yrs214
Gasoline pumped in Equatorial Guinear=0.9118yrs209
Associates degrees awarded in Social sciences and historyr=0.9311yrs208
Popularity of the first name Marcelor=0.8818yrs204
Kerosene used in Sao Tome and Principer=0.9118yrs199
Associates degrees awarded in Social sciencesr=0.9311yrs198
Popularity of the first name Lucianor=0.8818yrs194
Master's degrees awarded in Health professions and related programsr=0.9310yrs188
Solar power generated in Rwandar=0.915yrs188
Popularity of the first name Camillar=0.8818yrs184
Jet fuel used in Ethiopiar=0.918yrs178
Associates degrees awarded in Philosophy and religious studiesr=0.9211yrs176
Associates degrees awarded in Fine and studio artsr=0.9211yrs166


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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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