Top variables that correlate with The number of plumbers in Iowa

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

Variable	Correlation	Years	Sys. Score
The average number of likes on PBS Space Time YouTube videos	r=0.97	8yrs	376
Average views of Steve Mould's YouTube videos	r=0.91	14yrs	372
Tesla's stock price (TSLA)	r=0.93	12yrs	344
Total likes of PBS Space Time YouTube videos	r=0.93	8yrs	320
Bachelor's degrees awarded in Psychology	r=0.91	10yrs	316
Verisk Analytics' stock price (VRSK)	r=0.9	13yrs	304
Google searches for 'whatsapp'	r=0.88	13yrs	302
Dollar General's stock price (DG)	r=0.89	13yrs	302
Powerball lottery numbers	r=0.87	13yrs	282
Google searches for 'elon musk'	r=0.87	13yrs	281
Solar power generated in Eswatini	r=0.86	12yrs	278
Total views on Steve Mould's YouTube videos	r=0.86	14yrs	275
Solar power generated in Gabon	r=0.86	10yrs	262
Average length of Technology Connections YouTube videos	r=0.9	8yrs	260
Number of Automotive Franchise Establishments in the US	r=0.89	8yrs	260
Fortinet's stock price (FTNT)	r=0.87	13yrs	250
Broadcom's stock price (AVGO)	r=0.85	13yrs	236
Annual US household spending on natural gas	r=0.8	20yrs	191
Popularity of the first name Ismael	r=0.8	20yrs	190
Popularity of the first name Benny	r=0.79	20yrs	188
Popularity of the first name Benito	r=0.77	20yrs	185
Solar power generated in Albania	r=0.83	12yrs	169
Automotive recalls for issues with Steering	r=0.74	20yrs	162
Number of registered Honda motorcycles in the UK	r=0.72	19yrs	158
Popularity of the first name Dolores	r=0.77	20yrs	155
Annual U.S. inflation rate	r=0.69	20yrs	154
US Motorcycle Manufacturing Industry Revenue	r=0.85	10yrs	150
Paypal's Number of Active Registered User Accounts	r=0.8	13yrs	149
Master's degrees awarded in Psychology	r=0.8	10yrs	149
US GDP per capita	r=0.77	14yrs	146
Worldwide revenue from Harley Davidson motorcycles	r=0.81	11yrs	146
Annual book sales in the US	r=0.8	10yrs	144
Number of Grand Slam Finals played by Roger Federer	r=0.75	13yrs	143
Motorola Solutions' stock price (MSI)	r=0.81	20yrs	142
Global Rice Consumption	r=0.75	14yrs	142
Google searches for 'Bratz Dolls'	r=0.73	15yrs	142
Solar power generated in Estonia	r=0.82	13yrs	138
Associates degrees awarded in gender studies	r=0.73	11yrs	138
Number of public school students in 9th grade	r=0.66	20yrs	138
US Rice Consumption	r=0.69	14yrs	134
xkcd comics published about outer space	r=0.65	15yrs	134
Morgan Stanley's stock price (MS)	r=0.79	20yrs	130
The average number of likes on Steve Mould's YouTube videos	r=0.85	14yrs	128
Popularity of the first name Rafael	r=0.74	20yrs	120
Gasoline pumped in Turkiye	r=0.74	20yrs	120
Average length of Matt Parker's YouTube videos	r=0.84	12yrs	115
Popularity of the first name Magdalena	r=0.74	20yrs	110
Associates degrees awarded in Homeland security	r=0.73	11yrs	108
Google searches for 'download ringtones'	r=-0.87	16yrs	106
Solar power generated in Mozambique	r=0.85	10yrs	105
Average length of Vihart's YouTube videos	r=0.81	14yrs	102
Popularity of the first name Santos	r=0.74	20yrs	100
Charter Communications' stock price (CHTR)	r=0.84	13yrs	98
Bachelor's degrees awarded in Transportation	r=0.72	10yrs	97
Google searches for 'dr pepper vs mr pibb'	r=0.65	19yrs	94
Total likes of Steve Mould's YouTube videos	r=0.79	14yrs	90
American Water Works Company's stock price (AWK)	r=0.82	14yrs	88
Popularity of the first name Junior	r=0.72	20yrs	88
Solar power generated in Moldova	r=0.82	8yrs	88
Associates degrees awarded in Biological sciences	r=0.71	11yrs	85
Popularity of the first name Hugo	r=0.71	20yrs	76
Solar power generated in Afghanistan	r=0.76	12yrs	74
Bachelor's degrees awarded in Military technologies	r=0.7	10yrs	74
Bank of America's stock price (BAC)	r=0.74	20yrs	72
The average number of likes on MrBeast's YouTube videos	r=0.84	11yrs	69
Popularity of the first name Stone	r=0.71	20yrs	66
The Hartford Financial Services Group's stock price (HIG)	r=0.74	20yrs	62
Renewable energy production in Barbados	r=0.73	12yrs	59
Popularity of the first name Misael	r=0.71	20yrs	56
Average views of MrBeast's YouTube videos	r=0.82	11yrs	56
Sun Life Financial's stock price (SLF)	r=0.72	20yrs	49
Solar power generated in Barbados	r=0.73	12yrs	49
Popularity of the first name Kacey	r=0.69	20yrs	43
Average number of comments on Steve Mould's YouTube videos	r=0.78	14yrs	43
Solar power generated in Israel	r=0.72	13yrs	38
Advanced Micro Devices' stock price (AMD)	r=0.68	20yrs	33
How good LEMMiNO YouTube video titles are	r=0.79	11yrs	32
Solar power generated in Oman	r=0.74	9yrs	28
The average number of likes on Matt Parker's YouTube videos	r=0.78	12yrs	21
Visa Inc.'s stock price (V)	r=0.77	14yrs	16
Solar power generated in Bosnia and Herzegovina	r=0.73	9yrs	16
Popularity of the first name Beverly	r=0.67	20yrs	15
Solar power generated in Croatia	r=0.72	10yrs	6
Lululemon's stock price (LULU)	r=0.72	15yrs	5
How clickbait-y CGP Grey YouTube video titles are	r=0.74	12yrs	5
Popularity of the first name Alma	r=0.66	20yrs	4
Solar power generated in Ireland	r=0.7	13yrs	-4
MSCI Inc.'s stock price (MSCI)	r=0.75	15yrs	-6
Average length of LEMMiNO YouTube videos	r=0.74	11yrs	-6
Wind power generated in Dominican Republic	r=0.69	13yrs	-16
Average length of 'Be Smart' science YouTube videos	r=0.73	10yrs	-18
T-Mobile Us' stock price (TMUS)	r=0.73	15yrs	-20
Solar power generated in Saudi Arabia	r=0.71	10yrs	-26
Total comments on Steve Mould's YouTube videos	r=0.7	14yrs	-29
MercadoLibre's stock price (MELI)	r=0.74	15yrs	-30
Renewable energy production in The Bahamas	r=0.7	12yrs	-36
Average length of Mark Rober YouTube videos	r=0.7	12yrs	-41
Sony Group's stock price (SONY)	r=0.67	20yrs	-44
Solar power generated in The Bahamas	r=0.7	12yrs	-46
Total length of Deep Look YouTube videos	r=0.71	9yrs	-52
ST Microelectronics' stock price (STM)	r=0.67	20yrs	-54

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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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