Top variables that correlate with Bachelor's degrees awarded in Psychology

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Data source: National Center for Education Statistics
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Bachelor's degrees awarded in Psychology correlates with...

Variable	Correlation	Years	Has img?
The number of groundskeepers in Utah	r=0.99	10yrs	Yes!
Tractor Supply Company's stock price (TSCO)	r=0.97	10yrs	No
The number of dental assistants in Mississippi	r=0.97	10yrs	Yes!
The number of amusement park attendants in Oklahoma	r=0.96	10yrs	No
The number of biolmedical engineers in Colorado	r=0.95	7yrs	No
Solar power generated in Moldova	r=0.94	8yrs	No
Popularity of the 'red pill blue pill' meme	r=0.92	10yrs	No
Sales of LP/Vinyl Albums	r=0.9	10yrs	Yes!
Average length of Matt Parker's YouTube videos	r=0.9	10yrs	No
Average length of 'Be Smart' science YouTube videos	r=0.9	9yrs	No
NIKE, Inc.'s stock price (NKE)	r=0.89	10yrs	No
Solar power generated in Sudan	r=0.89	10yrs	No
The number of movies Angelina Jolie appeared in	r=0.78	10yrs	No
Popularity of the 'rickroll' meme	r=0.68	10yrs	No

Bachelor's degrees awarded in Psychology also correlates with...

Variable	Correlation	Years	Sys. Score
The number of compliance officers in Oklahoma	r=0.97	10yrs	382
Solar power generated in Slovenia	r=0.96	10yrs	372
Solar power generated in Luxembourg	r=0.95	10yrs	370
Toyota Motor's stock price (TM)	r=0.94	10yrs	357
Canadian Pacific Railway's stock price (CP)	r=0.93	10yrs	356
The number of human resources specialists in Minnesota	r=0.96	10yrs	340
Air quality in Williston, North Dakota	r=0.97	8yrs	332
The average number of likes on PBS Space Time YouTube videos	r=0.92	7yrs	322
US Annual Tax Revenue	r=0.93	10yrs	316
Google searches for 'how to go to space'	r=0.92	10yrs	316
Popularity of the first name Eden	r=0.94	10yrs	316
Popularity of the first name Georgia	r=0.94	10yrs	316
US household spending on major appliances	r=0.93	10yrs	316
Annual Revenue of the Lego Group	r=0.92	10yrs	314
Popularity of the first name Russell	r=0.93	10yrs	314
Global Net Sales for Walmart	r=0.91	10yrs	312
The Walt Disney Company's stock price (DIS)	r=0.92	10yrs	308
The number of forensic science technicians in California	r=0.96	10yrs	300
GMO use in soybeans	r=0.91	10yrs	298
GMO use in soybeans	r=0.91	10yrs	298
Oracle's stock price (ORCL)	r=0.91	10yrs	292
Annual US household spending on major appliances	r=0.9	10yrs	291
The number of interior designers in Florida	r=0.96	10yrs	290
Popularity of the first name Mara	r=0.93	10yrs	284
Fossil fuel use in Azerbaijan	r=0.91	10yrs	284
Automotive recalls issued by Hyundai Motor America	r=0.86	10yrs	284
Google searches for 'whatsapp'	r=0.9	10yrs	282
United Parcel Service's stock price (UPS)	r=0.91	10yrs	282
Google's Net Income	r=0.89	10yrs	280
The number of chemical equipment operators and tenders in Kentucky	r=0.96	10yrs	280
US edible fishery product imports	r=0.88	10yrs	278
Google searches for 'my cat scratched me'	r=0.87	10yrs	278
Air quality in Williston, North Dakota	r=0.93	8yrs	276
Popularity of the first name Saige	r=0.93	10yrs	274
Fossil fuel use in Somalia	r=0.91	10yrs	274
Trane Technologies' stock price (TT)	r=0.9	10yrs	271
The number of merchandise displayers and window trimmers in Colorado	r=0.95	10yrs	268
Motor vehicle thefts in Hawaii	r=0.88	10yrs	266
Solar power generated in Bosnia and Herzegovina	r=0.91	9yrs	263
Ticket prices at North American movie theaters	r=0.85	10yrs	262
PPG Industries' stock price (PPG)	r=0.9	10yrs	261
North American digital comic sales volume	r=0.86	10yrs	260
Average length of Deep Look YouTube videos	r=0.89	8yrs	258
The number of electrical engineers in Georgia	r=0.95	10yrs	258
Electricity generation in Azerbaijan	r=0.9	10yrs	252
Total length of Deep Look YouTube videos	r=0.89	8yrs	248
The number of accountants and auditors in Indiana	r=0.95	10yrs	248
Solar power generated in Ethiopia	r=0.9	10yrs	242
Popularity of the first name Annie	r=0.91	10yrs	241
The number of structural iron and steel workers in Indiana	r=0.95	10yrs	238
Average length of Mark Rober YouTube videos	r=0.86	10yrs	236
Google searches for 'do vaccines work'	r=0.87	10yrs	233
Popularity of the first name Alma	r=0.91	10yrs	231
The number of personal financial advisors in Pennsylvania	r=0.95	10yrs	228
Total likes of PBS Space Time YouTube videos	r=0.88	7yrs	226
Google searches for 'ice bath'	r=0.86	10yrs	222
Costco Wholesale's stock price (COST)	r=0.87	10yrs	221
Popularity of the first name Moshe	r=0.91	10yrs	221
The number of accountants and auditors in Rhode Island	r=0.95	10yrs	218
Average length of Technology Connections YouTube videos	r=0.88	7yrs	216
Lowe's Companies' stock price (LOW)	r=0.9	10yrs	211
Popularity of the first name Bo	r=0.91	10yrs	211
The number of automotive service technicians and mechanics in Utah	r=0.95	10yrs	208
Solar power generated in Croatia	r=0.9	10yrs	202
The TJX Companies' stock price (TJX)	r=0.9	10yrs	201
Solar power generated in Cyprus	r=0.9	10yrs	192
Eaton Corporation's stock price (ETN)	r=0.9	10yrs	191
Solar power generated in Greece	r=0.9	10yrs	182
Equifax's stock price (EFX)	r=0.9	10yrs	181
Electricity generation in Somalia	r=0.89	10yrs	171
The Procter & Gamble Company's stock price (PG)	r=0.89	10yrs	170
Popularity of the first name Shay	r=0.9	10yrs	170
Thermo Fisher Scientific's stock price (TMO)	r=0.89	10yrs	160
Popularity of the first name Naomi	r=0.89	10yrs	158
The number of optometrists in Arizona	r=0.94	10yrs	158
Danaher's stock price (DHR)	r=0.89	10yrs	150
Solar power generated in Austria	r=0.88	10yrs	150
The number of petroleum engineers in California	r=0.95	10yrs	148
Hydopower energy generated in Greenland	r=0.88	10yrs	140
The number of loan interviewers and clerks in Colorado	r=0.95	10yrs	138
BlackRock's stock price (BLK)	r=0.89	10yrs	130
Solar power generated in Indonesia	r=0.88	10yrs	130
The number of civil engineers in Connecticut	r=0.95	10yrs	128
Colgate-Palmolive Company's stock price (CL)	r=0.89	10yrs	120
Gasoline pumped in Turkiye	r=0.89	10yrs	118
Target's stock price (TGT)	r=0.89	10yrs	110
Solar power generated in Oman	r=0.88	9yrs	94
Electricity generation in Brazil	r=0.87	10yrs	83
Fossil fuel use in Saint Pierre and Miquelon	r=0.87	10yrs	73

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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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