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

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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 Rhode Island correlates with...

Variable	Correlation	Years	Sys. Score
Associates degrees awarded in Physical sciences	r=0.96	11yrs	402
Solar power generated in Costa Rica	r=0.95	11yrs	401
Average number of comments on Simone Giertz's YouTube videos	r=0.96	8yrs	354
Total views on Mark Rober YouTube videos	r=0.94	11yrs	344
Average number of comments on Mark Rober YouTube videos	r=0.93	11yrs	342
Associates degrees awarded in Liberal arts	r=0.94	11yrs	340
Associates degrees awarded in Physical sciences	r=0.94	11yrs	340
Google searches for 'instagram'	r=0.93	11yrs	338
Biomass power generated in Sri Lanka	r=0.92	12yrs	338
Google searches for 'restaurant near me'	r=0.92	11yrs	336
Fossil fuel use in Belarus	r=0.91	12yrs	336
Patents granted to Mitsubishi	r=0.93	11yrs	336
Patents granted to Boeing	r=0.92	11yrs	335
Patents granted to Dell	r=0.91	11yrs	334
Automotive recalls for issues with Exterior Lighting	r=0.9	12yrs	333
Popularity of the first name Iman	r=0.91	12yrs	333
Popularity of the first name Nasir	r=0.91	12yrs	333
Popularity of the first name Dara	r=0.9	12yrs	332
US average dairy skim-solid content of dry milk products (net)	r=0.9	12yrs	330
How professional-sounding MrBeast's YouTube video titles are	r=0.93	10yrs	312
Patents granted to Samsung Electronics	r=0.9	11yrs	312
Patents granted to International Business Machines	r=0.9	11yrs	312
Associates degrees awarded in Music and dance	r=0.94	11yrs	310
Wind power generated in Honduras	r=0.92	11yrs	306
Customer satisfaction with AT&T	r=0.9	12yrs	304
Air quality in Providence, Rhode Island	r=0.89	12yrs	304
Google searches for 'climate change'	r=0.89	12yrs	303
The average number of likes on Mark Rober YouTube videos	r=0.92	11yrs	301
Hot days in Paris	r=0.93	7yrs	299
Associates degrees awarded in Mathematics and statistics	r=0.93	11yrs	298
Gasoline pumped in Belgium	r=0.91	12yrs	293
Cheddar cheese consumption	r=0.89	12yrs	289
Associates degrees awarded in History	r=0.93	11yrs	288
American cheese consumption	r=0.87	12yrs	286
Popularity of the 'we live in a society' meme	r=0.86	12yrs	284
Popularity of the 'surprised pikachu' meme	r=0.85	12yrs	283
Petroluem consumption in Romania	r=0.91	12yrs	283
Patents granted to Toyota	r=0.9	11yrs	282
Annual Revenue of Walt Disney Company	r=0.86	12yrs	280
Automotive recalls issued by BMW of North America	r=0.85	12yrs	280
CME Group's stock price (CME)	r=0.87	12yrs	278
Customer satisfaction with T-Mobile	r=0.86	12yrs	278
Annual US household spending on laundry and cleaning supplies	r=0.87	12yrs	278
Median US Household Income	r=0.86	12yrs	277
Internet Access Rate among US Citizens	r=0.86	12yrs	277
Cisco Systems' stock price (CSCO)	r=0.87	12yrs	277
Centene's stock price (CNC)	r=0.86	12yrs	277
Associates degrees awarded in Communication	r=0.92	11yrs	276
Gasoline pumped in Hungary	r=0.9	12yrs	272
Total comments on MrBeast's YouTube videos	r=0.93	10yrs	272
Associates degrees awarded in Engineering	r=0.92	11yrs	266
Gasoline pumped in Seychelles	r=0.9	12yrs	262
How cool MrBeast's YouTube video titles are	r=0.92	10yrs	260
American-type cheese consumption	r=0.87	12yrs	256
Associates degrees awarded in Multi/interdisciplinary studies	r=0.92	11yrs	256
Google searches for 'dollar store near me'	r=0.87	12yrs	250
Popularity of the first name Santiago	r=0.89	12yrs	250
Total likes of MrBeast's YouTube videos	r=0.92	10yrs	250
Mozzarella cheese consumption	r=0.87	12yrs	246
Cigna's stock price (CI)	r=0.85	12yrs	246
Associates degrees awarded in Fine and studio arts	r=0.91	11yrs	245
Popularity of the first name Colt	r=0.89	12yrs	240
Total views on MrBeast's YouTube videos	r=0.91	10yrs	238
Solar power generated in Kuwait	r=0.92	9yrs	234
Popularity of the first name Eliza	r=0.87	12yrs	227
How good MrBeast's YouTube video titles are	r=0.9	10yrs	227
US average milk-fat content of cheese (other than cottage cheese)	r=0.87	12yrs	226
Solar power generated in Niger	r=0.91	10yrs	224
Popularity of the first name Quincy	r=0.87	12yrs	217
Natural cheese consumption	r=0.85	12yrs	216
Bachelor's degrees awarded in Engineering	r=0.91	10yrs	216
Solar power generated in Mauritania	r=0.91	9yrs	213
Popularity of the first name Reina	r=0.87	12yrs	207
Associates degrees awarded in literature	r=0.9	11yrs	204
Solar power generated in Uruguay	r=0.9	10yrs	202
The average number of likes on Simone Giertz's YouTube videos	r=0.91	8yrs	202
Popularity of the first name Amara	r=0.87	12yrs	197
Associates degrees awarded in Social sciences and history	r=0.9	11yrs	194
Popularity of the first name Houston	r=0.86	12yrs	186
Renewable energy production in Burkina Faso	r=0.9	12yrs	184
Average length of Numberphile YouTube videos	r=0.89	11yrs	176
Popularity of the first name Jasper	r=0.86	12yrs	176
Fossil fuel use in Vietnam	r=0.89	12yrs	173
Popularity of the first name Emilia	r=0.86	12yrs	166
How cool Mark Rober YouTube video titles are	r=0.88	11yrs	165
Petroluem consumption in Hungary	r=0.9	12yrs	162
Average length of CGP Grey YouTube videos	r=0.88	11yrs	155
Associates degrees awarded in Parks & Recreation	r=0.9	11yrs	154
Gasoline pumped in Malawi	r=0.9	12yrs	152
Associates degrees awarded in Social sciences	r=0.9	11yrs	144
How insightful Mark Rober YouTube video titles are	r=0.87	11yrs	144
Petroluem consumption in Guatemala	r=0.89	12yrs	140
Total likes of Mark Rober YouTube videos	r=0.87	11yrs	134
Associates degrees awarded in Business administration	r=0.89	11yrs	132
Associates degrees awarded in linguistics	r=0.89	11yrs	122
Renewable energy production in Cook Islands	r=0.89	12yrs	113
Bachelor's degrees awarded in Agriculture	r=0.89	10yrs	112
Solar power generated in Cook Islands	r=0.89	12yrs	103
Bachelor's degrees awarded in Business	r=0.89	10yrs	102
Biomass power generated in Mali	r=0.89	12yrs	93
Bachelor's degrees awarded in Mathematics and statistics	r=0.89	10yrs	92

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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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