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Data source: Statista
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Gender pay gap in the U.S. correlates with...

VariableCorrelationYearsHas img?
Bachelor's degrees awarded in biomedical sciencesr=0.9910yrsNo
Bachelor's degrees awarded in Health professionsr=0.9910yrsNo
Associates degrees awarded in Communicationr=0.9911yrsNo
Master's degrees awarded in Health professions and related programsr=0.9910yrsNo
Bachelor's degrees awarded in Mathematics and statisticsr=0.9810yrsNo
Master's degrees awarded in Biological and biomedical sciencesr=0.9810yrsNo
Associates degrees awarded in Business administrationr=0.9811yrsNo
Master's degrees awarded in law enforcement and firefightingr=0.9810yrsYes!
Johnson & Johnson's stock price (JNJ)r=0.9820yrsNo
Associates degrees awarded in Psychologyr=0.9811yrsNo
Geothermal power generated in Germanyr=0.9818yrsNo
Total likes of The Game Theorists YouTube videosr=0.9813yrsNo
Ulta Beauty's stock price (ULTA)r=0.9814yrsNo
The number of compliance officers in Utahr=0.9812yrsNo
Associates degrees awarded in Social sciencesr=0.9711yrsNo
Berkshire Hathaway's stock price (BRK.A)r=0.9720yrsNo
Berkshire Hathaway's stock price (BRK.B)r=0.9720yrsNo
Solar power generated in Kenyar=0.9712yrsYes!
Bachelor's degrees awarded in Engineeringr=0.9710yrsYes!
Comcast's stock price (CMCSA)r=0.9720yrsNo
Solar power generated in Surinamer=0.9712yrsYes!
Associates degrees awarded in Philosophy and religious studiesr=0.9711yrsNo
Annual Revenue of Walt Disney Companyr=0.9731yrsNo
The Walt Disney Company's stock price (DIS)r=0.9720yrsNo
Lockheed Martin's stock price (LMT)r=0.9720yrsNo
Associates degrees awarded in Physical sciencesr=0.9711yrsNo
Google searches for 'how to learn python'r=0.9715yrsNo
PepsiCo's stock price (PEP)r=0.9720yrsNo
Natural cheese consumptionr=0.9727yrsNo
The number of dentists in Floridar=0.9618yrsNo
Associates degrees awarded in Engineeringr=0.9611yrsNo
Patents granted to Boeingr=0.9611yrsNo
Solar power generated in Ghanar=0.969yrsNo
AutoZone's stock price (AZO)r=0.9620yrsNo
Google searches for 'smol'r=0.9618yrsNo
Google searches for 'avocado toast'r=0.9614yrsNo
US GDP per capitar=0.9613yrsNo
American cheese consumptionr=0.9632yrsNo
Average length of Tom Scott's YouTube videosr=0.9613yrsNo
Popularity of the first name Kair=0.9632yrsNo
JPMorgan Chase & Co.'s stock price (JPM)r=0.9620yrsNo
Votes for the Republican Presidential candidate in Nevadar=0.968yrsNo
Aon's stock price (AON)r=0.9620yrsNo
Master's degrees awarded in journalismr=0.9610yrsYes!
USA Populationr=0.9632yrsNo
Roper Technologies' stock price (ROP)r=0.9620yrsNo
Popularity of the first name Elizar=0.9632yrsNo
Fossil fuel use in Sri Lankar=0.9632yrsNo
Popularity of the first name Josier=0.9632yrsNo
Average milk produced per cow in the USr=0.9532yrsNo
Solar power generated in Philippinesr=0.9517yrsNo
Xcel Energy's stock price (XEL)r=0.9520yrsNo
Milk-fat consumptionr=0.9532yrsNo
Mozzarella cheese consumptionr=0.9527yrsNo
Electricity generation in Nepalr=0.9532yrsNo
Votes for the Democratic Presidential candidate in Californiar=0.958yrsNo
Inflation in the USr=0.9530yrsNo
Ryanair Holdings' stock price (RYAAY)r=0.9420yrsNo
Popularity of the 'this is fine' memer=0.9416yrsNo
The distance between Neptune and Uranusr=0.9432yrsNo
Petroluem consumption in Nicaraguar=0.9432yrsNo
Popularity of the first name Brunor=0.9432yrsNo
Votes for the Democratic Presidential candidate in Georgiar=0.938yrsNo
Popularity of the 'this is fine' memer=0.9316yrsNo
BlackRock's stock price (BLK)r=0.9320yrsNo
Hotdogs consumed by Nathan's Hot Dog Eating Competition Championr=0.9332yrsNo
General Dynamics' stock price (GD)r=0.9320yrsNo
The number of civil engineers in Illinoisr=0.9219yrsNo
Number of public school students in 11th grader=0.9232yrsNo
Average views of Tom Scott's YouTube videosr=0.9213yrsNo
The number of marketing managers in Michiganr=0.9219yrsNo
The number of accountants and auditors in New Yorkr=0.9219yrsNo
3M Company's stock price (MMM)r=0.9120yrsNo
AstraZeneca's stock price (AZN)r=0.920yrsNo
Boeing's stock price (BA)r=0.920yrsNo
Average length of The Game Theorists YouTube videosr=0.913yrsNo
Popularity of the first name Lucasr=0.932yrsNo
Popularity of the first name Taliar=0.8832yrsNo
Popularity of the first name Kieranr=0.8832yrsNo
Popularity of the first name Oliviar=0.8832yrsNo
Popularity of the first name Lanar=0.8632yrsNo
Microsoft's stock price (MSFT)r=0.8620yrsNo
Cheddar cheese consumptionr=0.8627yrsNo
Popularity of the first name Julienr=0.8632yrsNo
Electricity generation in United Statesr=0.8632yrsNo
Electricity generation in Austriar=0.8532yrsNo
Average SAT score in mathr=0.8432yrsNo
The number of fashion designers in Washingtonr=0.8219yrsNo
Number of public school students in 5th grader=0.7932yrsNo
Total budget of Marvel comic-based films releasedr=0.7832yrsNo
Popularity of the first name Mayar=0.7732yrsNo
Votes for the Republican Presidential candidate in Floridar=0.728yrsNo
Afghanistan's Estimated Opium Productionr=0.7132yrsNo
UFO sightings in Wyomingr=0.732yrsNo
Average temperature in Phoenixr=0.6832yrsNo
The number of movies Nicolas Cage appeared inr=0.5832yrsNo
Total minutes of Doctor Who airedr=0.5732yrsNo
The wind speed in New Yorkr=0.4732yrsNo
The number of vending machine repairers in Pennsylvaniar=-0.9119yrsNo



Gender pay gap in the U.S. also correlates with...

VariableCorrelationYearsSys. Score
Total geothermal power generated globallyr=0.9732yrs425
Renewable energy production in Costa Ricar=0.9732yrs425
Electricity generation in Guatemalar=0.9732yrs425
Number of Registered Vehicles in the USr=0.9632yrs422
US Annual Tax Revenuer=0.9632yrs422
Popularity of the first name Cyrusr=0.9732yrs422
Popularity of the first name Emilior=0.9632yrs420
US per-person consumption of bottled waterr=0.9623yrs413
Annual US household spending on home maintenancer=0.9622yrs412
Google's Advertising Revenuer=0.9621yrs411
Google's annual advertising revenuer=0.9621yrs411
Google searches for 'dollar store near me'r=0.9718yrs411
Google searches for 'sushi near me'r=0.9618yrs410
Total views on Mark Rober YouTube videosr=0.9511yrs406
Geothermal power generated in Indonesiar=0.9732yrs395
Popularity of the first name Josephiner=0.9632yrs390
US Bottled Water Consumption per Personr=0.9623yrs389
Hydopower energy generated in Perur=0.9732yrs385
Gartner's stock price (IT)r=0.9820yrs383
Google searches for 'cold shower'r=0.9518yrs378
Electricity generation in Samoar=0.9732yrs375
Electricity generation in Costa Ricar=0.9632yrs364
Popularity of the first name Amarir=0.9632yrs360
Google searches for 'reddit'r=0.9814yrs358
Electricity generation in Hondurasr=0.9632yrs354
The Home Depot's stock price (HD)r=0.9720yrs352
Popularity of the first name Phoenixr=0.9632yrs350
Associates degrees awarded in Social sciences and historyr=0.9811yrs346
Electricity generation in Lebanonr=0.9632yrs344
Popularity of the first name Leilanir=0.9632yrs340
Google searches for 'instagram'r=0.9811yrs336
Bachelor's degrees awarded in Agriculturer=0.9810yrs336
Fossil fuel use in Lebanonr=0.9632yrs334
Popularity of the first name Amirar=0.9632yrs330
Electricity generation in Senegalr=0.9632yrs324
Amgen's stock price (AMGN)r=0.9720yrs322
Popularity of the first name Minar=0.9632yrs320
Electricity generation in Solomon Islandsr=0.9632yrs314
Cigna's stock price (CI)r=0.9720yrs312
Popularity of the first name Leonardor=0.9532yrs309
Master's degrees awarded in information sciencesr=0.9810yrs306
Fossil fuel use in Solomon Islandsr=0.9632yrs304
Becton, Dickinson and Company's stock price (BDX)r=0.9720yrs302
Popularity of the first name Ezequielr=0.9532yrs299
Northrop Grumman's stock price (NOC)r=0.9720yrs292
Popularity of the first name Havenr=0.9532yrs289
Associates degrees awarded in Mathematics and statisticsr=0.9711yrs284
Electricity generation in Tunisiar=0.9632yrs284
O'Reilly Automotive's stock price (ORLY)r=0.9720yrs282
Popularity of the first name Saiger=0.9532yrs279
Electricity generation in Bahrainr=0.9532yrs272
Ross Stores' stock price (ROST)r=0.9720yrs272
Popularity of the first name Treasurer=0.9532yrs269
Fossil fuel use in Bahrainr=0.9532yrs262
Fidelity National Information Services' stock price (FIS)r=0.9720yrs262
Associates degrees awarded in Science technologiesr=0.9711yrs254
Renewable energy production in Cameroonr=0.9532yrs252
CGI Inc.'s stock price (GIB)r=0.9720yrs252
Renewable energy production in Chiler=0.9532yrs242
Raymond James Financial's stock price (RJF)r=0.9720yrs242
Associates degrees awarded in Historyr=0.9711yrs234
Wind power generated in Denmarkr=0.9532yrs232
DTE Energy Company's stock price (DTE)r=0.9720yrs232
Hormel Foods' stock price (HRL)r=0.9720yrs222


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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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