Top variables that correlate with The number of tax preparers in Oregon

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Data source: Bureau of Larbor Statistics
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The number of tax preparers in Oregon correlates with...

Variable	Correlation	Years	Sys. Score
Zimmer Biomet Holdings' stock price (ZBH)	r=0.87	20yrs	336
Bristol-Myers Squibb's stock price (BMY)	r=0.85	20yrs	334
The average number of likes on SmarterEveryDay YouTube videos	r=0.86	16yrs	307
Solar power generated in Ethiopia	r=0.87	14yrs	302
Amazon's shipping revenue in millions of dollars	r=0.89	11yrs	278
Solar power generated in Romania	r=0.85	13yrs	278
Renewable energy production in Vanuatu	r=0.86	12yrs	278
Novartis AG's stock price (NVS)	r=0.85	20yrs	228
Popularity of the first name Edith	r=0.85	20yrs	227
Popularity of the first name Francis	r=0.83	20yrs	224
Popularity of the first name Franklin	r=0.83	20yrs	224
Kimberly-Clark's stock price (KMB)	r=0.85	20yrs	198
Number of times 4 was a winning Mega Millions number	r=0.84	18yrs	198
Automotive recalls issued by Ford Motor Company	r=0.8	20yrs	196
Popularity of the first name Lewis	r=0.83	20yrs	194
Google searches for 'luke skywalker'	r=0.8	19yrs	192
Total number of automotive recalls	r=0.79	20yrs	191
Automotive recalls issued by Hyundai Motor America	r=0.77	20yrs	191
Annual US household spending on small appliances	r=0.78	20yrs	188
Annual US household spending on used cars	r=0.78	20yrs	188
Amgen's stock price (AMGN)	r=0.83	20yrs	186
Annual US household spending on vehicle purchaes	r=0.77	20yrs	186
Automotive recalls for issues with the Electrical System	r=0.76	20yrs	185
Automotive recalls for issues with Suspension	r=0.76	20yrs	185
Average number of comments on SmarterEveryDay YouTube videos	r=0.82	16yrs	176
Total length of Tom Scott's YouTube videos	r=0.82	14yrs	174
Regeneron Pharmaceuticals' stock price (REGN)	r=0.82	20yrs	174
Cream and Neufchatel cheese consumption	r=0.77	19yrs	173
Popularity of the 'pepe' meme	r=0.77	17yrs	171
Milk-fat consumption	r=0.74	19yrs	168
Google searches for 'spurious correlations'	r=0.77	19yrs	167
Amazon's Annual Outbound Shipping Expenditure in Millions	r=0.85	11yrs	166
North American digital comic sales volume	r=0.81	13yrs	166
Number of Walmart stores worldwide	r=0.78	15yrs	166
US Annual Tax Revenue	r=0.77	19yrs	166
Popularity of the 'drake' meme	r=0.74	17yrs	166
Popularity of the 'cicada 3301' meme	r=0.73	17yrs	165
Google searches for 'my cat scratched me'	r=0.78	15yrs	164
Customer satisfaction with Delta Airlines	r=0.75	19yrs	164
Annual US household spending on major appliances	r=0.75	20yrs	164
Electricity generation in Azerbaijan	r=0.82	19yrs	164
Gender pay gap in the U.S.	r=0.73	19yrs	162
Annual US household spending on health insurance	r=0.74	20yrs	162
Median US Household Income	r=0.74	19yrs	161
Annual Revenue of the Lego Group	r=0.73	20yrs	160
Popularity of the first name Talia	r=0.82	20yrs	152
Fossil fuel use in Azerbaijan	r=0.8	19yrs	152
Hydopower energy generated in Equatorial Guinea	r=0.8	19yrs	142
Popularity of the first name Georgia	r=0.81	20yrs	141
Average views of SmarterEveryDay YouTube videos	r=0.77	16yrs	138
The Walt Disney Company's stock price (DIS)	r=0.8	20yrs	136
Google searches for 'Smores'	r=0.76	15yrs	132
Popularity of the first name Loretta	r=0.81	20yrs	131
Renewable energy production in Benin	r=0.79	19yrs	130
Total likes of SmarterEveryDay YouTube videos	r=0.77	16yrs	128
Medtronic's stock price (MDT)	r=0.82	20yrs	124
Google searches for 'buy a house'	r=0.72	19yrs	120
Popularity of the first name Cecilia	r=0.8	20yrs	120
Liquefied petroleum gas used in Turkmenistan	r=0.81	19yrs	120
The average number of likes on The Game Theorists YouTube videos	r=0.78	14yrs	118
US Bottled Water Consumption per Person	r=0.72	20yrs	115
PPG Industries' stock price (PPG)	r=0.82	20yrs	114
Google searches for 'funny cat videos'	r=0.72	19yrs	110
Popularity of the first name Kori	r=0.8	20yrs	110
US per-person consumption of bottled water	r=0.72	20yrs	109
Solar power generated in Canada	r=0.78	19yrs	108
How geeky SmarterEveryDay YouTube video titles are	r=0.75	16yrs	106
The number of Breweries in the United States	r=0.71	20yrs	105
CVS stock price (CVS)	r=0.79	20yrs	102
Popularity of the first name Bernadette	r=0.8	20yrs	100
Solar power generated in Luxembourg	r=0.78	19yrs	98
McKesson's stock price (MCK)	r=0.8	20yrs	91
Gasoline pumped in Madagascar	r=0.8	19yrs	88
Popularity of the first name Robin	r=0.78	20yrs	86
Biogen's stock price (BIIB)	r=0.8	20yrs	81
Gasoline pumped in Zambia	r=0.8	19yrs	78
Popularity of the first name Frances	r=0.78	20yrs	76
Gilead Sciences' stock price (GILD)	r=0.79	20yrs	70
Petroluem consumption in Cote d'Ivoire	r=0.79	19yrs	67
Popularity of the first name Aisha	r=0.78	20yrs	66
Sempra's stock price (SRE)	r=0.79	20yrs	60
Jet fuel used in Cote d'Ivoire	r=0.79	19yrs	57
Popularity of the first name Tobias	r=0.78	20yrs	56
Cheniere Energy's stock price (LNG)	r=0.79	20yrs	50
Popularity of the first name Amaris	r=0.78	20yrs	46
Liquefied petroleum gas used in Cameroon	r=0.78	19yrs	46
Kroger's stock price (KR)	r=0.78	20yrs	40
Popularity of the first name Clyde	r=0.78	20yrs	36
Gasoline pumped in Cote d'Ivoire	r=0.78	19yrs	36
Mondelez International's stock price (MDLZ)	r=0.78	20yrs	28
Liquefied petroleum gas used in Pakistan	r=0.78	19yrs	26
Popularity of the first name Harrison	r=0.77	20yrs	25
Vertex Pharmaceuticals' stock price (VRTX)	r=0.78	20yrs	18
Gasoline pumped in Tajikistan	r=0.78	19yrs	16
Popularity of the first name Sterling	r=0.77	20yrs	15
The Hershey Company's stock price (HSY)	r=0.78	20yrs	8
Liquefied petroleum gas used in Vietnam	r=0.78	19yrs	6
Popularity of the first name August	r=0.77	20yrs	5
Genuine Parts Company's stock price (GPC)	r=0.78	20yrs	-2
Liquefied petroleum gas used in Zimbabwe	r=0.78	19yrs	-4
Popularity of the first name Santana	r=0.77	20yrs	-5

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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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