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

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

Variable	Correlation	Years	Sys. Score
Popularity of the first name Talia	r=0.89	20yrs	338
Geothermal power generated in Italy	r=0.86	19yrs	336
Cardinal Health's stock price (CAH)	r=0.85	20yrs	334
Solar power generated in Romania	r=0.88	13yrs	302
US Motorcycle Manufacturing Industry Revenue	r=0.9	10yrs	278
Solar power generated in Angola	r=0.85	12yrs	277
Votes for Republican Senators in Indiana	r=0.85	6yrs	256
Kroger's stock price (KR)	r=0.85	20yrs	230
Regeneron Pharmaceuticals' stock price (REGN)	r=0.84	20yrs	227
Popularity of the first name Franklin	r=0.85	20yrs	227
Popularity of the first name Francis	r=0.84	20yrs	226
Texas Rangers' American League West Division finish position	r=0.82	20yrs	224
Automotive recalls for issues with Suspension	r=0.82	20yrs	224
Air quality in Indianapolis, Indiana	r=0.82	20yrs	197
Popularity of the first name Bernadette	r=0.84	20yrs	196
US consumption of imported cheese that did not come from cows	r=0.79	19yrs	196
Automotive recalls issued by Hyundai Motor America	r=0.8	20yrs	196
Total number of automotive recalls	r=0.8	20yrs	192
Automotive recalls issued by Chrysler	r=0.77	20yrs	191
Air quality in Lafayette, Indiana	r=0.78	20yrs	191
Popularity of the first name Edith	r=0.82	20yrs	182
Total views on The Game Theorists YouTube videos	r=0.83	14yrs	176
Popularity of the 'minions' meme	r=0.79	17yrs	174
Popularity of the 'starter pack' meme	r=0.78	17yrs	172
Total length of Tom Scott's YouTube videos	r=0.8	14yrs	171
Air quality in Fort Wayne	r=0.74	20yrs	168
Popularity of the 'pepe' meme	r=0.75	17yrs	168
Automotive recalls issued by Ford Motor Company	r=0.74	20yrs	166
CVS stock price (CVS)	r=0.8	20yrs	164
Automotive recalls issued by Volkswagen Group of America	r=0.72	20yrs	164
Kerosene used in Croatia	r=0.83	19yrs	163
Number of times 4 was a winning Mega Millions number	r=0.73	18yrs	162
Google searches for 'matt levine'	r=0.74	19yrs	162
Annual US household spending on small appliances	r=0.74	20yrs	162
Google searches for 'spurious correlations'	r=0.73	19yrs	161
Automotive recalls for issues with the Air Bags	r=0.73	20yrs	160
US Shoe Store Sales	r=0.72	19yrs	158
Google searches for 'luke skywalker'	r=0.71	19yrs	158
Annual US household spending on furniture	r=0.71	20yrs	158
Golden State Warriors' Seasonal Total Wins	r=0.7	20yrs	156
Annual US household spending on vehicle purchaes	r=0.7	20yrs	156
How clickbait-y The Game Theorists YouTube video titles are	r=0.78	14yrs	153
Bristol-Myers Squibb's stock price (BMY)	r=0.81	20yrs	152
Electricity generation in Benin	r=0.79	19yrs	150
Amazon's shipping revenue in millions of dollars	r=0.82	11yrs	147
Car crashes in the US	r=0.8	12yrs	145
Number of Walmart stores worldwide	r=0.73	15yrs	144
Milk-fat consumption	r=0.68	19yrs	144
McKesson's stock price (MCK)	r=0.81	20yrs	142
Popularity of the first name Kori	r=0.82	20yrs	142
Liquefied petroleum gas used in Greece	r=0.8	20yrs	140
Popularity of the first name Laurel	r=0.81	20yrs	131
Gilead Sciences' stock price (GILD)	r=0.79	20yrs	130
Air quality in Columbus, Indiana	r=0.71	20yrs	130
Fossil fuel use in Benin	r=0.78	19yrs	128
Annual US household spending on used cars	r=0.69	20yrs	124
The average number of likes on The Game Theorists YouTube videos	r=0.77	14yrs	122
Popularity of the first name Amaris	r=0.81	20yrs	121
Ryanair Holdings' stock price (RYAAY)	r=0.78	20yrs	118
Liquefied petroleum gas used in Pakistan	r=0.8	19yrs	118
Air quality in Columbus, Indiana	r=0.69	20yrs	118
Popularity of the first name Francesca	r=0.8	20yrs	110
The average number of likes on CGP Grey YouTube videos	r=0.76	12yrs	108
Mondelez International's stock price (MDLZ)	r=0.77	20yrs	106
Liquefied petroleum gas used in Bulgaria	r=0.78	19yrs	106
Air pollution in Columbus, Indiana	r=0.68	20yrs	106
Popularity of the first name Sylvia	r=0.8	20yrs	100
Total likes of The Game Theorists YouTube videos	r=0.74	14yrs	97
Kimberly-Clark's stock price (KMB)	r=0.77	20yrs	96
Petroluem consumption in Macau	r=0.78	19yrs	96
Popularity of the first name Tobias	r=0.8	20yrs	90
Gasoline pumped in Madagascar	r=0.78	19yrs	86
How clickbait-y SciShow Space YouTube video titles are	r=0.75	9yrs	84
Popularity of the first name Lewis	r=0.79	20yrs	78
Jet fuel used in Turkiye	r=0.78	20yrs	76
Popularity of the first name Annie	r=0.78	20yrs	66
FedEx's stock price (FDX)	r=0.76	20yrs	66
Petroluem consumption in Turkiye	r=0.76	20yrs	64
Popularity of the first name Frances	r=0.78	20yrs	56
Cheniere Energy's stock price (LNG)	r=0.76	20yrs	55
Popularity of the first name Amina	r=0.78	20yrs	46
PPG Industries' stock price (PPG)	r=0.75	20yrs	44
Solar power generated in Aruba	r=0.84	12yrs	40
Popularity of the first name Augustus	r=0.78	20yrs	36
Discover Financial Services' stock price (DFS)	r=0.78	15yrs	33
Solar power generated in Guinea	r=0.82	13yrs	28
Popularity of the first name Aisha	r=0.77	20yrs	25
The Walt Disney Company's stock price (DIS)	r=0.71	20yrs	22
Renewable energy production in Benin	r=0.76	19yrs	16
Popularity of the first name Thaddeus	r=0.77	20yrs	15
General Mills' stock price (GIS)	r=0.73	20yrs	12
Solar power generated in Ecuador	r=0.78	17yrs	6
Popularity of the first name Loretta	r=0.77	20yrs	5
Prudential's stock price (PUK)	r=0.74	20yrs	2
Popularity of the first name Anastasia	r=0.76	20yrs	-6
Electricity generation in Azerbaijan	r=0.75	19yrs	-6
Alnylam Pharmaceuticals' stock price (ALNY)	r=0.75	18yrs	-8
Wind power generated in Faroe Islands	r=0.75	19yrs	-16
United Parcel Service's stock price (UPS)	r=0.73	20yrs	-20
Hydopower energy generated in Equatorial Guinea	r=0.74	19yrs	-28
Public Storage's stock price (PSA)	r=0.73	20yrs	-30

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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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