Top variables that correlate with The number of credit counselors in Iowa

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Data source: Bureau of Larbor Statistics
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The number of credit counselors in Iowa correlates with...

Variable	Correlation	Years	Sys. Score
Average number of comments on 3Blue1Brown YouTube videos	r=0.95	8yrs	352
Popularity of the 'fidget spinner' meme	r=0.91	6yrs	301
Jet fuel used in The Bahamas	r=0.89	12yrs	300
Google searches for 'rick and morty'	r=0.89	10yrs	281
The average number of likes on 3Blue1Brown YouTube videos	r=0.88	8yrs	267
Popularity of the first name Malia	r=0.81	13yrs	164
Popularity of the 'mocking spongebob' meme	r=0.8	13yrs	156
Popularity of the 'roll safe' meme	r=0.75	13yrs	149
Master's degrees awarded in Engineering technologies	r=0.79	10yrs	148
Drenching rain in Paris	r=0.8	11yrs	148
Total likes of Extra History YouTube videos	r=0.77	11yrs	148
Kerosene used in Kiribati	r=0.8	12yrs	146
Jet fuel used in Cayman Islands	r=0.79	12yrs	145
Master's degrees awarded in Agriculture and natural resources	r=0.77	10yrs	144
Automotive recalls issued by Keystone RV Company	r=0.73	13yrs	143
Associates degrees awarded in Precision production	r=0.75	11yrs	141
Google searches for 'boujee'	r=0.77	7yrs	140
Popularity of the first name Marianna	r=0.75	13yrs	140
xkcd comics published about engineering	r=0.7	13yrs	140
The number of movies Jason Momoa appeared in	r=0.69	13yrs	140
Cheddar cheese consumption	r=0.69	12yrs	139
Popularity of the first name Magdalena	r=0.74	13yrs	138
Afghanistan's Estimated Opium Production	r=0.72	13yrs	137
The number of movies Anya Taylor-Joy appeared in	r=0.69	9yrs	136
The number of movies Tom Holland appeared in	r=0.67	11yrs	135
Internet Access Rate among US Citizens	r=0.69	13yrs	132
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.69	13yrs	132
McDonald's American Customer Satisfaction Index Score	r=0.65	13yrs	130
GMO use in cotton	r=0.65	13yrs	130
University Lecturer salaries in the US	r=0.63	12yrs	130
Google searches for 'flights to Antarctica'	r=0.63	13yrs	130
Annual US household spending on pets, toys, and hobbies	r=0.67	13yrs	130
Average household spend on Christmas Gifts	r=0.61	13yrs	128
Detroit Tigers' American League Ranking	r=0.66	13yrs	128
Number of times 11 was a winning Mega Millions number	r=0.64	13yrs	128
Instructor salaries in the US	r=0.62	12yrs	128
Number of public school students in 11th grade	r=0.64	13yrs	128
The Bank of New York Mellon Corporation's stock price (BK)	r=0.66	13yrs	128
Customer satisfaction with American Airlines	r=0.66	12yrs	128
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.67	12yrs	127
Total NBA League Revenue	r=0.65	13yrs	126
American cheese consumption	r=0.6	12yrs	126
Automotive recalls issued by Mercedes-Benz USA	r=0.62	13yrs	126
Average views of 3Blue1Brown YouTube videos	r=0.79	8yrs	118
Petroluem consumption in Tonga	r=0.79	12yrs	115
Bachelor's degrees awarded in journalism	r=0.74	10yrs	110
Popularity of the 'expanding brain' meme	r=0.69	13yrs	110
Popularity of the first name Hassan	r=0.74	13yrs	108
Total likes of 3Blue1Brown YouTube videos	r=0.78	8yrs	107
Jet fuel used in Eswatini	r=0.78	12yrs	104
The number of movies Timothee Chalamet appeared in	r=0.65	13yrs	104
Total comments on 3Blue1Brown YouTube videos	r=0.78	8yrs	97
Master's degrees awarded in Engineering	r=0.72	10yrs	97
Popularity of the first name Meredith	r=0.72	13yrs	96
Popularity of the 'pork and beans' meme	r=0.63	13yrs	91
Solar power generated in American Samoa	r=0.75	10yrs	90
Popularity of the first name Joelle	r=0.72	13yrs	86
Associates degrees awarded in Philosophy and religious studies	r=0.7	11yrs	84
Average length of MrBeast's YouTube videos	r=0.73	11yrs	82
Popularity of the 'distracted boyfriend' meme	r=0.63	13yrs	81
Electricity generation in Belize	r=0.74	12yrs	80
Popularity of the first name Marcelo	r=0.72	13yrs	76
Bachelor's degrees awarded in Parks & Recreation	r=0.7	10yrs	74
The average number of likes on Extra History YouTube videos	r=0.73	11yrs	72
Biomass power generated in Morocco	r=0.75	10yrs	70
Popularity of the 'Maps Without New Zealand' meme	r=0.62	13yrs	70
Bachelor's degrees awarded in social services	r=0.7	10yrs	64
Popularity of the first name Jolene	r=0.71	13yrs	64
Total length of MrBeast's YouTube videos	r=0.72	11yrs	61
Jet fuel used in Grenada	r=0.74	12yrs	58
Bachelor's degrees awarded in Physical sciences	r=0.69	10yrs	52
Popularity of the first name Jonah	r=-0.89	13yrs	52
Total views on 3Blue1Brown YouTube videos	r=0.73	8yrs	50
Petroluem consumption in Kiribati	r=0.74	12yrs	48
Popularity of the first name Zena	r=0.7	13yrs	42
How provocative 'Be Smart' science YouTube video titles are	r=0.72	10yrs	40
Master's degrees awarded in journalism	r=0.67	10yrs	40
Wind power generated in Somalia	r=0.73	10yrs	37
Popularity of the first name Raheem	r=0.68	13yrs	30
Bachelor's degrees awarded in Engineering	r=0.66	10yrs	28
Petroluem consumption in Czechia	r=0.73	13yrs	27
How 'hip and with it' The Game Theorists YouTube video titles are	r=0.68	13yrs	27
Master's degrees awarded in information sciences	r=0.66	10yrs	18
Popularity of the first name Regina	r=0.67	13yrs	18
Hydopower energy generated in Togo	r=0.71	12yrs	16
How provocative Numberphile YouTube video titles are	r=0.68	12yrs	16
Popularity of the first name Harry	r=0.67	13yrs	8
Jet fuel used in Serbia	r=0.73	12yrs	6
Total views on Simone Giertz's YouTube videos	r=0.68	9yrs	3
Biomass power generated in Lebanon	r=0.71	10yrs	-6
Average views of Mark Rober YouTube videos	r=0.65	12yrs	-8
Hydopower energy generated in Turkmenistan	r=0.7	12yrs	-16
The average number of likes on Mark Rober YouTube videos	r=0.65	12yrs	-18
Petroluem consumption in Hungary	r=0.71	13yrs	-26
How fun MinuteEarth YouTube video titles are	r=0.67	10yrs	-28
Kerosene used in Lesotho	r=0.72	12yrs	-36
How fun 'Be Smart' science YouTube video titles are	r=0.67	10yrs	-38
Liquefied petroleum gas used in Romania	r=0.72	12yrs	-46
Total likes of 'Be Smart' science YouTube videos	r=0.66	10yrs	-49
Electricity generation in Australia	r=0.69	12yrs	-57
Total views on Mark Rober YouTube videos	r=0.64	12yrs	-60

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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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