Top variables that correlate with Customer satisfaction with AT&T

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

Variable	Correlation	Years	Has img?
Bachelor's degrees awarded in Business	r=0.96	10yrs	Yes!
Associates degrees awarded in Music and dance	r=0.96	11yrs	No
How cool MrBeast's YouTube video titles are	r=0.93	10yrs	No
Votes for Democratic Senators in Texas	r=0.9	6yrs	No
The number of accountants and auditors in South Carolina	r=0.89	18yrs	No
How good Mark Rober YouTube video titles are	r=0.87	11yrs	Yes!
Air quality in Jackson	r=0.85	18yrs	No
Votes for Democratic Senators in Georgia	r=0.76	7yrs	No
The number of movies Margot Robbie appeared in	r=0.63	14yrs	No

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

Variable	Correlation	Years	Sys. Score
How professional-sounding MrBeast's YouTube video titles are	r=0.98	10yrs	429
Associates degrees awarded in Physical sciences	r=0.96	11yrs	422
Solar power generated in Uruguay	r=0.97	10yrs	403
Number of public school students in 12th grade	r=0.92	18yrs	395
Annual US household spending on pets, toys, and hobbies	r=0.92	18yrs	392
Associates degrees awarded in Liberal arts	r=0.95	11yrs	391
Popularity of the first name Delilah	r=0.92	18yrs	390
Popularity of the first name Shiloh	r=0.92	18yrs	390
Popularity of the first name Camila	r=0.92	18yrs	390
The number of pharmacists in Kentucky	r=0.96	18yrs	390
The number of ophthalmic medical technicians in Indiana	r=0.98	10yrs	383
The number of phlebotomists in Kentucky	r=0.97	10yrs	383
Electricity generation in Cayman Islands	r=0.92	18yrs	374
Total views on Technology Connections YouTube videos	r=0.97	7yrs	374
Fossil fuel use in Cayman Islands	r=0.91	18yrs	372
Inflation in the US	r=0.9	18yrs	369
Grocery store spend in Maryland	r=0.91	17yrs	368
Grocery store spend in North Dakota	r=0.9	17yrs	366
Hispanic cheese consumption	r=0.88	18yrs	364
Butter consumption	r=0.87	18yrs	362
Italian-type cheese consumption	r=0.87	18yrs	362
US Bottled Water Consumption per Person	r=0.87	18yrs	360
GMO use in corn	r=0.87	18yrs	360
Average views of Tom Scott's YouTube videos	r=0.9	13yrs	360
Popularity of the first name Kane	r=0.91	18yrs	359
The distance between Neptune and Uranus	r=0.89	18yrs	359
Annual US household spending on housing	r=0.89	18yrs	358
Annual US household spending on property taxes	r=0.89	18yrs	358
Annual US household spending on utilities	r=0.89	18yrs	358
US Tree Nut Consumption per Person	r=0.89	18yrs	358
US per-person consumption of bottled water	r=0.88	18yrs	356
Annual US household spending on eggs	r=0.88	18yrs	356
Annual US household spending on fresh fruits	r=0.88	18yrs	356
Annual US household spending on fresh vegetables	r=0.88	18yrs	356
GMO use in cotton	r=0.85	18yrs	354
The number of ophthalmic medical technicians in Wisconsin	r=0.97	10yrs	352
Associates degrees awarded in Physical sciences	r=0.95	11yrs	351
Popularity of the first name Santiago	r=0.9	18yrs	348
Electricity generation in Costa Rica	r=0.91	18yrs	342
The number of computer user support specialists in Florida	r=0.96	10yrs	340
Popularity of the first name Ari	r=0.9	18yrs	338
Electricity generation in Jordan	r=0.91	18yrs	332
Muenster cheese consumption	r=0.87	18yrs	332
The number of human resources specialists in Maryland	r=0.96	10yrs	330
Total views on Mark Rober YouTube videos	r=0.91	11yrs	330
Biomass power generated in Philippines	r=0.94	13yrs	322
The number of market research analysts in Montana	r=0.96	10yrs	320
Mozzarella cheese consumption	r=0.86	18yrs	320
Total length of SciShow Space YouTube videos	r=0.98	8yrs	317
Electricity generation in Solomon Islands	r=0.91	18yrs	312
Associates degrees awarded in Multi/interdisciplinary studies	r=0.95	11yrs	311
Natural cheese consumption	r=0.87	18yrs	304
Fossil fuel use in Solomon Islands	r=0.91	18yrs	302
Associates degrees awarded in Communication	r=0.94	11yrs	300
Popularity of the first name Darcy	r=0.9	18yrs	298
Average number of milk cows in the United States	r=0.91	18yrs	294
Solar power generated in Guinea-Bissau	r=0.97	8yrs	291
Associates degrees awarded in Engineering	r=0.94	11yrs	290
Popularity of the first name Jane	r=0.89	18yrs	286
The number of industrial engineers in Maine	r=0.95	18yrs	286
Solar power generated in Malta	r=0.93	13yrs	280
Associates degrees awarded in Science technologies	r=0.94	11yrs	280
Popularity of the first name Colt	r=0.89	18yrs	276
The number of conservation scientists in Colorado	r=0.94	18yrs	275
Biomass power generated in Nicaragua	r=0.9	18yrs	270
Associates degrees awarded in History	r=0.94	11yrs	270
Popularity of the first name Phoenix	r=0.89	18yrs	266
The number of pharmacists in Ohio	r=0.93	18yrs	265
Electricity generation in Russia	r=0.9	18yrs	260
Bachelor's degrees awarded in Engineering	r=0.94	10yrs	260
Popularity of the first name Amira	r=0.89	18yrs	256
The number of insurance sales agents in Oklahoma	r=0.94	18yrs	255
Gasoline pumped in Cambodia	r=0.92	18yrs	250
Bachelor's degrees awarded in Mathematics and statistics	r=0.94	10yrs	250
The number of graphic designers in Washington	r=0.93	18yrs	245
Popularity of the first name Naomi	r=0.88	18yrs	244
Master's degrees awarded in Mathematics and statistics	r=0.94	10yrs	240
Solar power generated in Kuwait	r=0.95	9yrs	239
The number of logisticians in Texas	r=0.94	18yrs	235
Popularity of the first name Lucia	r=0.88	18yrs	234
Petroluem consumption in Benin	r=0.91	18yrs	229
Associates degrees awarded in literature	r=0.93	11yrs	228
Popularity of the first name Rowan	r=0.88	18yrs	224
The number of industrial machinery mechanics in Alabama	r=0.93	18yrs	224
Liquefied petroleum gas used in Dominican Republic	r=0.91	18yrs	219
Associates degrees awarded in Mathematics and statistics	r=0.93	11yrs	218
Popularity of the first name Eliana	r=0.88	18yrs	214
Gasoline pumped in Equatorial Guinea	r=0.91	18yrs	209
Associates degrees awarded in Social sciences and history	r=0.93	11yrs	208
Popularity of the first name Marcelo	r=0.88	18yrs	204
Kerosene used in Sao Tome and Principe	r=0.91	18yrs	199
Associates degrees awarded in Social sciences	r=0.93	11yrs	198
Popularity of the first name Luciano	r=0.88	18yrs	194
Master's degrees awarded in Health professions and related programs	r=0.93	10yrs	188
Solar power generated in Rwanda	r=0.9	15yrs	188
Popularity of the first name Camilla	r=0.88	18yrs	184
Jet fuel used in Ethiopia	r=0.9	18yrs	178
Associates degrees awarded in Philosophy and religious studies	r=0.92	11yrs	176
Associates degrees awarded in Fine and studio arts	r=0.92	11yrs	166

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<< Back to discover a correlation

^{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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