Top variables that correlate with The number of loan officers in North Dakota

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Data source: Bureau of Larbor Statistics
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The number of loan officers in North Dakota correlates with...

Variable	Correlation	Years	Sys. Score
Associates degrees awarded in Physical sciences	r=0.97	11yrs	404
Associates degrees awarded in Physical sciences	r=0.97	11yrs	404
Bachelor's degrees awarded in Engineering	r=0.96	10yrs	403
Solar power generated in American Samoa	r=0.96	10yrs	402
Geothermal power generated in France	r=0.96	11yrs	402
Popularity of the first name Kane	r=0.94	20yrs	376
Annual US household spending on pets, toys, and hobbies	r=0.93	20yrs	376
Electricity generation in Cayman Islands	r=0.93	19yrs	376
Customer satisfaction with AT&T	r=0.93	18yrs	375
Total views on Mark Rober YouTube videos	r=0.94	12yrs	375
Google searches for 'instagram'	r=0.95	12yrs	372
Popularity of the first name Santiago	r=0.92	20yrs	372
Associates degrees awarded in Engineering	r=0.95	11yrs	371
Popularity of the first name Colt	r=0.91	20yrs	371
Customer satisfaction with T-Mobile	r=0.91	17yrs	371
Associates degrees awarded in Mathematics and statistics	r=0.95	11yrs	361
Associates degrees awarded in History	r=0.95	11yrs	351
Fossil fuel use in Cayman Islands	r=0.92	19yrs	344
American cheese consumption	r=0.88	19yrs	344
American-type cheese consumption	r=0.88	19yrs	344
Hispanic cheese consumption	r=0.88	19yrs	344
Average number of comments on Mark Rober YouTube videos	r=0.93	12yrs	344
How professional-sounding MrBeast's YouTube video titles are	r=0.94	11yrs	344
US Bottled Water Consumption per Person	r=0.87	20yrs	342
Number of Lawyers in the United States	r=0.86	20yrs	342
Number of public school students in 12th grade	r=0.89	20yrs	342
Popularity of the first name Camila	r=0.91	20yrs	341
GMO use in corn	r=0.86	20yrs	341
Ticket prices at North American movie theaters	r=0.87	20yrs	340
Annual US household spending on laundry and cleaning supplies	r=0.89	20yrs	340
Google searches for 'restaurant near me'	r=0.93	12yrs	339
US Tree Nut Consumption per Person	r=0.89	19yrs	338
The distance between Neptune and Uranus	r=0.87	20yrs	338
Economic output of Washington metro area	r=0.88	19yrs	337
Number of Registered Vehicles in the US	r=0.88	19yrs	337
U.S. direct investment abroad	r=0.86	19yrs	336
USA Population	r=0.87	20yrs	336
US per-person consumption of bottled water	r=0.87	20yrs	336
Unilever's stock price (UL)	r=0.87	20yrs	336
Annual US household spending on fresh vegetables	r=0.87	20yrs	336
Annual US household spending on property taxes	r=0.87	20yrs	336
Annual US household spending on rented dwellings	r=0.87	20yrs	336
Adidas Group's Global Net Sales	r=0.88	20yrs	335
Total employee count at Continental AG	r=0.85	20yrs	335
Becton, Dickinson and Company's stock price (BDX)	r=0.86	20yrs	335
Annual US household spending on housing	r=0.86	20yrs	335
Electricity generation in Grenada	r=0.91	19yrs	333
Popularity of the first name Lia	r=0.9	20yrs	330
Fossil fuel use in Grenada	r=0.91	19yrs	323
Biomass power generated in Nicaragua	r=0.91	19yrs	313
Average number of milk cows in the United States	r=0.88	20yrs	311
The average number of likes on Mark Rober YouTube videos	r=0.91	12yrs	310
Renewable energy production in Botswana	r=0.96	10yrs	302
Butter consumption	r=0.85	19yrs	300
Solar power generated in Botswana	r=0.96	10yrs	292
Italian-type cheese consumption	r=0.85	19yrs	290
Popularity of the first name Phoenix	r=0.9	20yrs	290
Solar power generated in Kuwait	r=0.97	9yrs	282
Average milk produced per cow in the US	r=0.87	20yrs	280
Associates degrees awarded in Communication	r=0.94	11yrs	280
Popularity of the first name Warren	r=0.89	20yrs	278
Petroluem consumption in Benin	r=0.92	19yrs	272
Associates degrees awarded in Liberal arts	r=0.94	11yrs	270
Popularity of the first name Conrad	r=0.89	20yrs	268
US production of cheese (other than cottage cheese)	r=0.88	19yrs	267
Petroluem consumption in Poland	r=0.91	20yrs	261
Associates degrees awarded in Fine and studio arts	r=0.94	11yrs	260
Popularity of the first name Rowan	r=0.89	20yrs	258
US milk fat used to produce cheese (excluding cottage cheese)	r=0.88	19yrs	257
Gasoline pumped in Cambodia	r=0.91	19yrs	250
Bachelor's degrees awarded in Agriculture	r=0.94	10yrs	250
Popularity of the first name Valentina	r=0.89	20yrs	248
US milk fat used to produce dry milk products	r=0.87	19yrs	246
Bachelor's degrees awarded in Mathematics and statistics	r=0.94	10yrs	240
Liquefied petroleum gas used in Dominican Republic	r=0.9	19yrs	238
Popularity of the first name Amira	r=0.89	20yrs	238
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.88	19yrs	236
Liquefied petroleum gas used in Maldives	r=0.9	18yrs	228
Associates degrees awarded in literature	r=0.93	11yrs	228
Popularity of the first name Delilah	r=0.89	20yrs	228
Liquefied petroleum gas used in North Macedonia	r=0.9	19yrs	218
Associates degrees awarded in Philosophy and religious studies	r=0.93	11yrs	218
Popularity of the first name Shiloh	r=0.89	20yrs	218
Petroluem consumption in Sudan	r=0.9	19yrs	208
Associates degrees awarded in Science technologies	r=0.93	11yrs	208
Popularity of the first name Akeem	r=0.89	20yrs	208
Master's degrees awarded in Health professions and related programs	r=0.93	10yrs	198
Popularity of the first name Darcy	r=0.88	20yrs	196
Associates degrees awarded in Precision production	r=0.92	11yrs	186
Popularity of the first name Camilla	r=0.88	20yrs	186
Solar power generated in Belarus	r=0.95	8yrs	178
Associates degrees awarded in Social sciences and history	r=0.92	11yrs	176
Popularity of the first name Amalia	r=0.88	20yrs	176
Associates degrees awarded in Social sciences	r=0.92	11yrs	166
Popularity of the first name Jane	r=0.87	20yrs	165
Geothermal power generated in Indonesia	r=0.9	19yrs	162
Associates degrees awarded in Music and dance	r=0.92	11yrs	156
Popularity of the first name Demi	r=0.87	20yrs	155
Total geothermal power generated globally	r=0.89	19yrs	150
Associates degrees awarded in Business administration	r=0.91	11yrs	145
Popularity of the first name Jasper	r=0.87	20yrs	145

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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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