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Data source: LSEG Analytics (Refinitiv)
Additional Info: Via Microsoft Excel Stockhistory function
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American Electric Power Company's stock price (AEP) correlates with...

VariableCorrelationYearsHas img?
The number of Breweries in the United Statesr=0.9621yrsNo


American Electric Power Company's stock price (AEP) also correlates with...

VariableCorrelationYearsSys. Score
Popularity of the first name Denverr=0.9721yrs431
Popularity of the first name Arthurr=0.9621yrs430
Popularity of the first name Theodorer=0.9621yrs430
Annual US household spending on home maintenancer=0.9521yrs430
Associates degrees awarded in Mathematics and statisticsr=0.9711yrs424
Associates degrees awarded in Social sciences and historyr=0.9711yrs424
Associates degrees awarded in Social sciencesr=0.9711yrs424
Gender pay gap in the U.S.r=0.9620yrs413
Wind power generated in Belgiumr=0.9620yrs412
Solar power generated in Switzerlandr=0.9620yrs412
Geothermal power generated in Turkiyer=0.9620yrs412
Google searches for 'how to learn python'r=0.9617yrs408
Google searches for 'reddit'r=0.9616yrs408
Grocery store spend in Mainer=0.9519yrs406
Grocery store spend in Rhode Islandr=0.9519yrs406
Google searches for 'avocado toast'r=0.9516yrs406
American cheese consumptionr=0.9420yrs404
American-type cheese consumptionr=0.9420yrs404
Patents granted to Dellr=0.9811yrs404
Paypal's Number of Active Registered User Accountsr=0.9613yrs403
Milk-fat consumptionr=0.9220yrs402
Popularity of the first name Malcolmr=0.9621yrs400
US per-person consumption of bottled waterr=0.9421yrs398
The distance between Neptune and Uranusr=0.9222yrs398
Annual US household spending on fresh vegetablesr=0.9421yrs398
Annual US household spending on other household productsr=0.9421yrs398
US household spending on home maintenancer=0.9421yrs398
Annual US household spending on fruits and vegetablesr=0.9221yrs395
Annual US household spending on fresh fruitsr=0.9221yrs395
Annual US household spending on housekeeping suppliesr=0.9221yrs395
Annual US household spending on healthcarer=0.9221yrs395
Annual US household spending on housingr=0.9121yrs394
Annual US household spending on rented dwellingsr=0.9121yrs394
Associates degrees awarded in Fine and studio artsr=0.9711yrs394
US Tree Nut Consumption per Personr=0.9120yrs392
The number of pharmacists in Californiar=0.9620yrs392
The number of sonographers in Georgiar=0.9620yrs392
The number of financial services sales agents in Georgiar=0.9720yrs392
Popularity of the first name Beaur=0.9621yrs390
Bachelor's degrees awarded in Mathematics and statisticsr=0.9610yrs383
Electricity generation in Cambodiar=0.9520yrs380
Popularity of the first name Blairr=0.9621yrs380
Google searches for 'instagram'r=0.9713yrs376
US Bottled Water Consumption per Personr=0.9321yrs372
Associates degrees awarded in Communicationr=0.9611yrs372
Nuclear power generation in Chinar=0.9520yrs370
Cream and Neufchatel cheese consumptionr=0.9120yrs370
Popularity of the first name Riverr=0.9621yrs370
Associates degrees awarded in Science technologiesr=0.9611yrs362
The number of industrial machinery mechanics in New Mexicor=0.9720yrs362
Wind power generated in Perur=0.9520yrs360
Popularity of the first name Xenar=0.9621yrs360
Natural cheese consumptionr=0.9220yrs354
Associates degrees awarded in Historyr=0.9611yrs352
The number of building inspectors in North Carolinar=0.9720yrs352
Popularity of the first name Emiliar=0.9621yrs350
Wind power generated in Croatiar=0.9518yrs348
Annual US household spending on health insurancer=0.9121yrs344
The number of consultants in Oregonr=0.9720yrs342
Associates degrees awarded in Psychologyr=0.9511yrs341
Portion of all US dairy skim-solids allocated to the production of dry milk products (net)r=0.9120yrs340
Popularity of the first name Winterr=0.9621yrs340
Annual US household spending on household furnishings and equipmentr=0.921yrs337
Solar power generated in Maltar=0.9713yrs336
The number of pharmacists in Pennsylvaniar=0.9620yrs332
Annual US household spending on major appliancesr=0.921yrs332
Associates degrees awarded in Music and dancer=0.9511yrs331
Popularity of the first name Maverickr=0.9621yrs330
Annual US household spending on used carsr=0.921yrs327
Wind power generated in Uruguayr=0.9614yrs326
The number of industrial engineers in South Dakotar=0.9720yrs322
Annual US household spending on medical suppliesr=0.921yrs322
Popularity of the first name Rosier=0.9621yrs320
Solar power generated in Rwandar=0.9515yrs315
The number of physician assistants in Texasr=0.9720yrs312
Popularity of the first name Ivyr=0.9521yrs308
Solar power generated in Tanzaniar=0.9512yrs302
The number of pest control workers in Washingtonr=0.9720yrs302
Popularity of the first name Aspenr=0.9521yrs298
Bachelor's degrees awarded in information sciencesr=0.9510yrs292
The number of industrial engineers in Wisconsinr=0.9720yrs292
Popularity of the first name Ezrar=0.9521yrs288
Master's degrees awarded in Biological and biomedical sciencesr=0.9510yrs282
The number of customer service representatives in Arizonar=0.9620yrs280
Popularity of the first name Catalinar=0.9521yrs278
Master's degrees awarded in Mathematics and statisticsr=0.9510yrs272
The number of medical assistants in Arkansasr=0.9620yrs270
Popularity of the first name Adar=0.9521yrs268
Associates degrees awarded in literaturer=0.9511yrs261
The number of mechanical engineers in Californiar=0.9620yrs260
Popularity of the first name Remyr=0.9521yrs258
Associates degrees awarded in Physical sciencesr=0.9511yrs251
The number of heating, air conditioning, and refrigeration mechanics and installers in Californiar=0.9620yrs250
The number of physician assistants in Floridar=0.9620yrs240
The number of veterinarians in Kentuckyr=0.9620yrs230
The number of industrial engineers in Massachusettsr=0.9620yrs220
Popularity of the first name Lorenzor=0.9521yrs218
The number of veterinary technologists and technicians in Minnesotar=0.9620yrs210
Popularity of the first name Leonr=0.9521yrs208
The number of production, planning, and expediting clerks in New Yorkr=0.9620yrs200


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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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