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

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

Variable	Correlation	Years	Sys. Score
Number of websites on the internet	r=0.93	16yrs	376
Altria Group's stock price (MO)	r=0.92	20yrs	374
Trip.com Group's stock price (TCOM)	r=0.92	19yrs	373
Fossil fuel use in Bosnia and Herzegovina	r=0.91	19yrs	373
Jet fuel used in Tanzania	r=0.93	19yrs	373
Popularity of the first name Adeline	r=0.92	20yrs	372
Petroluem consumption in Laos	r=0.92	19yrs	372
Popularity of the first name Killian	r=0.9	20yrs	370
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.91	19yrs	368
Petroluem consumption in Panama	r=0.92	19yrs	342
Muenster cheese consumption	r=0.86	19yrs	342
Automotive recalls for issues with the Air Bags	r=0.89	20yrs	340
Popularity of the first name Akeem	r=0.9	20yrs	340
Number of Las Vegas Hotel Room Check-Ins	r=0.92	11yrs	338
Annual US household spending on education	r=0.89	18yrs	338
Google searches for 'two day shipping'	r=0.87	19yrs	337
US Shoe Store Sales	r=0.87	19yrs	336
Total Revenue of the NFL Teams	r=0.88	18yrs	336
China's Annual Passenger Car Production	r=0.88	18yrs	336
The distance between Saturn and Mercury	r=0.86	20yrs	336
Kellogg's stock price (K)	r=0.86	20yrs	335
The distance between Saturn and the Sun	r=0.85	20yrs	335
The distance between Saturn and Earth	r=0.85	20yrs	335
U.S. direct investment abroad	r=0.85	19yrs	334
Number of Public Library Members in the UK	r=0.9	12yrs	334
Portion of all US dairy skim-solids allocated to the production of cheese (other than cottage cheese)	r=0.87	19yrs	334
Restaurant spending in Oklahoma	r=0.85	18yrs	333
Gasoline pumped in Benin	r=0.91	19yrs	330
Gasoline pumped in Bolivia	r=0.91	19yrs	320
Organic Food Sales Volume in the United States	r=0.92	10yrs	311
Petroluem consumption in Mozambique	r=0.91	19yrs	310
Amazon's Annual Outbound Shipping Expenditure in Millions	r=0.9	11yrs	309
Popularity of the first name Quinn	r=0.89	20yrs	308
Number of internet users	r=0.9	14yrs	308
The distance between Saturn and the moon	r=0.85	20yrs	305
US average milk-fat content of cheese (other than cottage cheese)	r=0.86	19yrs	301
Gasoline pumped in Costa Rica	r=0.9	19yrs	298
Popularity of the first name Evelyn	r=0.88	20yrs	296
Petroluem consumption in Eswatini	r=0.9	19yrs	288
Popularity of the first name Grayson	r=0.88	20yrs	286
Jet fuel used in Nepal	r=0.9	19yrs	278
Popularity of the first name Joy	r=0.88	20yrs	276
Total viewership of the Aviva Premiership Rugby final	r=0.86	12yrs	274
Popularity of the first name Sawyer	r=0.88	20yrs	266
Master's degrees awarded in Engineering	r=0.86	10yrs	263
Popularity of the first name Myra	r=0.88	20yrs	256
Popularity of the first name Ibrahim	r=0.88	20yrs	246
Electricity generation in Gambia	r=0.9	19yrs	242
Popularity of the first name Orion	r=0.88	20yrs	236
Number of Lawyers in the United States	r=0.84	20yrs	234
Fossil fuel use in Gambia	r=0.9	19yrs	232
GMO use in corn	r=0.82	20yrs	230
Popularity of the first name Greyson	r=0.88	20yrs	226
US household spending on rented dwellings	r=0.83	20yrs	226
US household spending on health insurance	r=0.83	20yrs	226
Annual US household spending on telephone services	r=0.82	20yrs	224
The price of gold	r=0.87	12yrs	223
Fossil fuel use in Bolivia	r=0.89	19yrs	220
Popularity of the first name Paxton	r=0.88	20yrs	216
Amazon's shipping revenue in millions of dollars	r=0.9	11yrs	214
Fossil fuel use in Cuba	r=0.89	19yrs	210
Popularity of the first name Lincoln	r=0.88	20yrs	206
Hydopower energy generated in Vietnam	r=0.89	19yrs	200
General Mills' stock price (GIS)	r=0.83	20yrs	197
Popularity of the 'starter pack' meme	r=0.81	17yrs	197
GMO use in cotton	r=0.81	20yrs	196
Number of public school students in 12th grade	r=0.81	20yrs	196
Google searches for 'cat memes'	r=0.81	19yrs	196
Google searches for 'flights to Antarctica'	r=0.8	19yrs	196
Popularity of the first name Sebastian	r=0.87	20yrs	195
Italian-type cheese consumption	r=0.84	19yrs	194
US kids in public school	r=0.8	20yrs	194
Electricity generation in Cuba	r=0.88	19yrs	188
British American Tobacco p.l.c.'s stock price (BTI)	r=0.83	20yrs	186
Popularity of the first name Eve	r=0.87	20yrs	185
Fossil fuel use in Lebanon	r=0.88	19yrs	178
Average number of milk cows in the United States	r=0.82	20yrs	177
Total employee count at Continental AG	r=0.82	20yrs	176
Popularity of the first name Lucas	r=0.86	20yrs	174
Adidas Group's Global Net Sales	r=0.84	20yrs	169
Fossil fuel use in Maldives	r=0.88	19yrs	168
US production of cheese (other than cottage cheese)	r=0.84	19yrs	166
Popularity of the first name Calvin	r=0.86	20yrs	164
Google searches for 'smol'	r=0.81	19yrs	163
Gasoline pumped globally	r=0.9	19yrs	158
US milk fat used to produce cheese (excluding cottage cheese)	r=0.84	19yrs	156
Popularity of the first name Josiah	r=0.86	20yrs	154
Gasoline pumped in Paraguay	r=0.9	19yrs	148
Popularity of the first name Arielle	r=0.86	20yrs	144
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.84	19yrs	144
EOG Resources' stock price (EOG)	r=0.82	20yrs	144
Economic output of Washington metro area	r=0.82	19yrs	123
Mozzarella cheese consumption	r=0.8	19yrs	108
American cheese consumption	r=0.79	19yrs	96
American-type cheese consumption	r=0.79	19yrs	86
Milk-fat consumption	r=0.78	19yrs	74
US production of sour cream	r=0.82	19yrs	63
US milk fat used to produce dry milk products	r=0.82	19yrs	53
US milk fat used to produce sour cream	r=0.82	19yrs	43
US Bottled Water Consumption per Person	r=0.77	20yrs	42
Natural cheese consumption	r=0.82	19yrs	33

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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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