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

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

Variable	Correlation	Years	Sys. Score
Per capita consumption of margarine	r=0.99	7yrs	368
Solar power generated in Central African Republic	r=0.86	8yrs	260
US consumption of imported cheese that did not come from cows	r=0.74	19yrs	168
Popularity of the first name Robyn	r=0.71	20yrs	156
Popularity of the first name Perry	r=0.71	20yrs	156
Popularity of the first name Thalia	r=0.69	20yrs	153
Divorce rates in the United Kingdom	r=0.81	10yrs	149
How clickbait-y SciShow Space YouTube video titles are	r=0.76	9yrs	145
Amazon's shipping revenue in millions of dollars	r=0.79	11yrs	142
How nerdy The Game Theorists YouTube video titles are	r=0.71	14yrs	142
How trendy The Game Theorists YouTube video titles are	r=0.71	14yrs	142
Viewership of "The Big Bang Theory"	r=0.72	12yrs	140
Amazon's Annual Outbound Shipping Expenditure in Millions	r=0.77	11yrs	140
Number of Samsung Electronics Employees Worldwide	r=0.73	14yrs	140
Google searches for 'Practical Engineering'	r=0.7	16yrs	138
Rain in Paris	r=0.7	16yrs	138
The number of movies Tom Hanks appeared in	r=0.63	20yrs	138
The number of movies Ian Holm appeared in	r=0.68	12yrs	138
Solar power generated in Bulgaria	r=0.71	13yrs	137
Wind power generated in Dominica	r=0.71	13yrs	137
Global Apple iPhone Sales in Q3	r=0.72	12yrs	136
Car crashes in the US	r=0.74	12yrs	136
Number of Walmart stores worldwide	r=0.68	15yrs	136
Automotive recalls for issues with the Fuel System, Gasoline	r=0.66	20yrs	135
Visitors to Universal Orlando's Islands of Adventure	r=0.66	15yrs	134
Popularity of the 'starter pack' meme	r=0.62	17yrs	134
Annual sales of the U.S. auto industry	r=0.64	20yrs	132
Google searches for 'same day shipping'	r=0.64	19yrs	132
Processed cheese consumption	r=0.59	19yrs	131
Global revenue generated by Unilever Group	r=0.65	16yrs	130
Philip Morris International's stock price (PM)	r=0.67	14yrs	130
Google searches for 'matt levine'	r=0.61	19yrs	128
Baidu's stock price (BIDU)	r=0.63	17yrs	128
The distance between Neptune and Jupiter	r=0.6	20yrs	128
Popularity of the 'cicada 3301' meme	r=0.58	17yrs	128
Popularity of the 'minions' meme	r=0.58	17yrs	128
Number of liposuctions performed on women	r=0.6	20yrs	126
The distance between Jupiter and Mercury	r=0.59	20yrs	126
US household spending on vehicle purchaes	r=0.6	20yrs	126
US household spending on used cars	r=0.6	20yrs	126
Total annual sales of Ford Motors in the United States	r=0.62	19yrs	125
Number of times 3 was a winning Mega Millions number	r=0.58	18yrs	124
The distance between Uranus and Jupiter	r=0.58	20yrs	124
Rain in Paris	r=0.6	16yrs	124
Percentage of Americans with social media profiles	r=0.6	14yrs	122
Popularity of the first name Shaniqua	r=0.83	8yrs	117
How geeky The Game Theorists YouTube video titles are	r=0.71	14yrs	112
The number of movies Keanu Reeves appeared in	r=0.62	20yrs	106
Solar power generated in Slovenia	r=0.68	14yrs	104
Popularity of the first name Moesha	r=0.77	12yrs	102
How fun PBS Space Time YouTube video titles are	r=0.74	8yrs	101
Google searches for 'fbi hotline'	r=0.57	19yrs	95
Petroluem consumption in Nauru	r=0.67	19yrs	94
The distance between Jupiter and Earth	r=0.57	20yrs	93
Popularity of the 'i dont always' meme	r=0.55	17yrs	93
Popularity of the first name Courteney	r=0.81	6yrs	92
Average views of The Game Theorists YouTube videos	r=0.7	14yrs	91
Google searches for 'no siri'	r=0.61	16yrs	85
The distance between Jupiter and the moon	r=0.57	20yrs	83
The number of movies Kate Winslet appeared in	r=0.53	20yrs	83
Solar power generated in Angola	r=0.68	12yrs	82
Popularity of the 'drake' meme	r=0.54	17yrs	82
How clickbait-y The Game Theorists YouTube video titles are	r=0.69	14yrs	80
Popularity of the first name Chandler	r=0.67	20yrs	75
Google searches for 'male pattern baldness'	r=0.58	19yrs	74
Renewable energy production in British Virgin Islands	r=0.68	12yrs	72
Tiger Woods' Final Position in the US Open	r=0.54	19yrs	72
Popularity of the 'pepe' meme	r=0.54	17yrs	72
Average views of PBS Space Time YouTube videos	r=0.71	8yrs	66
Popularity of the first name Francesca	r=0.67	20yrs	65
Google searches for 'Numberphile'	r=0.6	16yrs	64
Wind power generated in Puerto Rico	r=0.68	12yrs	62
How fun The Game Theorists YouTube video titles are	r=0.67	14yrs	56
Popularity of the first name Margaret	r=0.66	20yrs	54
Solar power generated in Slovakia	r=0.67	13yrs	51
Total views on The Game Theorists YouTube videos	r=0.66	14yrs	45
Popularity of the first name Virginia	r=0.66	20yrs	44
Fossil fuel use in Sierra Leone	r=0.61	19yrs	38
Popularity of the first name Bobbi	r=0.66	20yrs	34
How insightful Tom Scott's YouTube video titles are	r=0.64	14yrs	32
Biomass power generated in Tanzania	r=0.65	13yrs	28
How provocative MinuteEarth YouTube video titles are	r=0.67	10yrs	22
Popularity of the first name Skye	r=0.64	20yrs	20
Wind power generated in British Virgin Islands	r=0.64	12yrs	16
Popularity of the first name Brittni	r=0.7	10yrs	10
How professional-sounding Tom Scott's YouTube video titles are	r=0.61	14yrs	8
Solar power generated in Libya	r=0.64	12yrs	6
Popularity of the first name Raven	r=0.62	20yrs	-2
How geeky SmarterEveryDay YouTube video titles are	r=0.6	16yrs	-2
Wind power generated in Madagascar	r=0.64	12yrs	-4
Popularity of the first name Clay	r=0.61	20yrs	-14
Solar power generated in Mali	r=0.64	12yrs	-14
The average number of likes on The Game Theorists YouTube videos	r=0.59	14yrs	-16
Popularity of the first name Talia	r=0.61	20yrs	-24
Solar power generated in Romania	r=0.64	13yrs	-24
Popularity of the first name Katerina	r=0.61	20yrs	-34
Petroluem consumption in North Korea	r=0.62	19yrs	-34
Jet fuel used in Montenegro	r=0.63	16yrs	-45
Popularity of the first name Jay	r=0.59	20yrs	-47
Popularity of the first name Roy	r=0.59	20yrs	-57
Popularity of the first name Laurel	r=0.59	20yrs	-67

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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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