Top variables that correlate with The number of tax examiners and collectors, and revenue agents in Vermont

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Data source: Bureau of Larbor Statistics
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The number of tax examiners and collectors, and revenue agents in Vermont correlates with...

Variable	Correlation	Years	Sys. Score
Total value of all $50 bills printed	r=0.94	12yrs	374
Tesla's stock price (TSLA)	r=0.91	12yrs	340
Marvell Technology's stock price (MRVL)	r=0.88	13yrs	301
Annual US household spending on natural gas	r=0.88	13yrs	301
NVIDIA's stock price (NVDA)	r=0.86	13yrs	281
Annual U.S. inflation rate	r=0.86	13yrs	278
NCAA Women's Softball Championship (Div I) Final Score Difference Between Winners and Runner-Up	r=0.86	13yrs	278
Gasoline pumped in France	r=0.86	13yrs	276
Quanta Services' stock price (PWR)	r=0.87	13yrs	250
Wipro's stock price (WIT)	r=0.87	13yrs	240
Albemarle's stock price (ALB)	r=0.87	13yrs	230
Popularity of the first name Cade	r=0.84	13yrs	168
Popularity of the first name Dalia	r=0.84	13yrs	168
Number of edits to the Wikipedia article for Zeus	r=0.8	13yrs	168
Google searches for 'who is elon musk'	r=0.81	13yrs	167
Annual Changes in U.S. PPI for Commodities	r=0.81	13yrs	166
Google searches for 'housing prices'	r=0.8	13yrs	166
Google searches for 'best place to work'	r=0.8	13yrs	166
Popularity of the first name Benito	r=0.81	13yrs	164
Gasoline pumped in Turkiye	r=0.81	13yrs	164
Searches for 'never gonna give you up'	r=0.79	13yrs	155
Popularity of the 'rickroll' meme	r=0.78	13yrs	154
The average number of likes on MrBeast's YouTube videos	r=0.81	11yrs	154
Number of edits to the Wikipedia article for Charles III	r=0.8	13yrs	154
The average number of likes on PBS Space Time YouTube videos	r=0.81	8yrs	152
The number of movies Ryan Reynolds appeared in	r=0.76	13yrs	150
Powerball lottery numbers	r=0.78	13yrs	149
Number of public school students in 9th grade	r=0.78	13yrs	149
Greece's annual import volume	r=0.79	13yrs	148
Annual US household spending on electricity	r=0.79	13yrs	148
Annual US household spending on maintenance and repairs	r=0.79	13yrs	148
Liquefied petroleum gas used in United States	r=0.8	13yrs	148
Average views of Steve Mould's YouTube videos	r=0.75	13yrs	148
Sales of LP/Vinyl Albums	r=0.72	13yrs	146
Lukas Podolski's yearly international goals for Germany national team	r=0.81	8yrs	146
Motor vehicle thefts	r=0.73	13yrs	146
The number of movies Marilyn Monroe appeared in	r=0.73	13yrs	146
Number of edits to the Wikipedia article for Elon Musk	r=0.75	13yrs	146
Brad Pitt's net worth	r=0.76	13yrs	144
Annual US household spending on processed fruits	r=0.77	13yrs	144
Automotive recalls for issues with Steering	r=0.76	13yrs	143
The number of movies Vin Diesel appeared in	r=0.69	13yrs	140
Global Puma Sales	r=0.73	13yrs	138
Annual US household spending on prescription drugs	r=0.73	13yrs	138
Annual US household spending on eggs	r=0.72	13yrs	137
Annual US household spending on medical services	r=0.72	13yrs	137
Annual US household spending on nonalcoholic beverages	r=0.71	13yrs	136
Total Sales at Clothing and Accessories Stores	r=0.69	13yrs	136
Annual US household spending on fresh milk and cream	r=0.71	13yrs	136
Number of times 18 was a winning Mega Millions number	r=0.68	13yrs	134
Annual US household spending on bakery products	r=0.7	13yrs	134
Popularity of the first name Walker	r=0.8	13yrs	132
Google searches for 'Tamagotchi'	r=0.78	13yrs	118
Average length of Technology Connections YouTube videos	r=0.78	8yrs	117
Infosys' stock price (INFY)	r=0.84	13yrs	110
Solar power generated in Gabon	r=0.75	10yrs	110
Popularity of the first name Daisy	r=0.8	13yrs	108
Average views of MrBeast's YouTube videos	r=0.76	11yrs	107
Google searches for 'that is sus'	r=0.75	13yrs	103
ON Semiconductor's stock price (ON)	r=0.84	13yrs	100
Electricity generation in United States	r=0.72	12yrs	98
Popularity of the first name Mari	r=0.79	13yrs	96
Average length of SciShow Space YouTube videos	r=0.76	9yrs	95
Google searches for 'elon musk'	r=0.75	13yrs	93
Morgan Stanley's stock price (MS)	r=0.83	13yrs	88
Liquefied petroleum gas used in Denmark	r=0.73	13yrs	87
Annual US household spending on tobacco products and smoking supplies	r=0.7	13yrs	84
Popularity of the first name Ismael	r=0.78	13yrs	84
How good LEMMiNO YouTube video titles are	r=0.73	11yrs	82
Google searches for 'climate change'	r=0.73	13yrs	80
HP Inc.'s stock price (HPQ)	r=0.83	13yrs	78
Hydopower energy generated in Georgia	r=0.71	12yrs	76
Popularity of the first name Tatum	r=0.78	13yrs	74
Google searches for 'how to move to europe'	r=0.69	13yrs	70
Advanced Micro Devices' stock price (AMD)	r=0.82	13yrs	67
How clickbait-y Vihart's YouTube video titles are	r=0.68	13yrs	67
Gasoline pumped in Spain	r=0.72	13yrs	66
Popularity of the first name Dario	r=0.78	13yrs	64
Applied Materials' stock price (AMAT)	r=0.82	13yrs	57
The average number of likes on Steve Mould's YouTube videos	r=0.67	13yrs	56
Google searches for 'when is new years'	r=0.7	13yrs	56
Popularity of the first name Kodi	r=0.77	13yrs	53
Nucor's stock price (NUE)	r=0.83	13yrs	47
Google searches for 'how to apply a tourniquet'	r=0.69	13yrs	44
Popularity of the first name Benny	r=0.77	13yrs	43
West Pharmaceutical Services' stock price (WST)	r=0.82	13yrs	37
Popularity of the first name Georgina	r=0.77	13yrs	33
ASML Holding's stock price (ASML)	r=0.81	13yrs	26
Popularity of the first name Chadwick	r=0.77	13yrs	23
QUALCOMM's stock price (QCOM)	r=0.81	13yrs	16
Popularity of the first name Hallie	r=0.76	13yrs	12
Synopsys' stock price (SNPS)	r=0.81	13yrs	6
Popularity of the first name Tate	r=0.76	13yrs	2
Old Dominion Freight Line's stock price (ODFL)	r=0.81	13yrs	-4
Popularity of the first name Sienna	r=0.76	13yrs	-8
Monolithic Power Systems' stock price (MPWR)	r=0.81	13yrs	-14
Popularity of the first name Samira	r=0.76	13yrs	-18
The Goldman Sachs Group's stock price (GS)	r=0.8	13yrs	-26
Popularity of the first name Jelani	r=0.74	13yrs	-32
Popularity of the first name Celeste	r=0.73	13yrs	-43
Popularity of the first name Vicente	r=0.73	13yrs	-53

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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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