Top variables that correlate with The number of bill collectors in Michigan

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Data source: Bureau of Larbor Statistics
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The number of bill collectors in Michigan correlates with...

Variable	Correlation	Years	Sys. Score
Popularity of the first name Nathanael	r=0.96	20yrs	408
Popularity of the first name Brice	r=0.96	20yrs	408
Popularity of the first name Kate	r=0.95	20yrs	407
Robberies in the US	r=0.92	20yrs	382
Robberies in Michigan	r=0.91	20yrs	380
Total views on PBS Space Time YouTube videos	r=0.97	8yrs	376
United States music album sales	r=0.93	16yrs	372
US household spending on postage and stationery	r=0.91	20yrs	372
Gasoline pumped in Ireland	r=0.92	20yrs	372
Liquefied petroleum gas used in Lithuania	r=0.91	20yrs	371
Gasoline pumped in Finland	r=0.9	20yrs	370
How 'hip and with it' LockPickingLawyer YouTube video titles are	r=0.96	8yrs	354
Milk consumption	r=0.89	19yrs	348
Popularity of the first name Amy	r=0.95	20yrs	347
Burglary rates in the US	r=0.88	20yrs	346
Sherbet consumption	r=0.88	19yrs	344
US birth rates of triplets or more	r=0.86	19yrs	342
Bachelor's degrees awarded in Communications technologies	r=0.95	10yrs	342
The distance between Neptune and Saturn	r=0.9	20yrs	342
The distance between Neptune and the Sun	r=0.89	20yrs	341
The distance between Neptune and Earth	r=0.89	20yrs	341
Air pollution in Niles, Michigan	r=0.88	20yrs	341
Gasoline pumped in Sweden	r=0.9	20yrs	340
GMO use in cotton	r=0.87	20yrs	340
Google searches for 'panama canal'	r=0.89	19yrs	340
Cigarette Smoking Rate for US adults	r=0.89	19yrs	338
Associates degrees awarded in social services	r=0.93	11yrs	338
Bachelor's degrees awarded in Visual and performing arts	r=0.93	10yrs	338
Google searches for 'Panama Canal'	r=0.88	19yrs	338
US household spending on fresh milk and cream	r=0.88	20yrs	338
US household spending on mortgage interest and charges	r=0.88	20yrs	338
U.S. intercountry adoptions	r=0.88	19yrs	337
Popularity of the first name Andy	r=0.94	20yrs	336
US production of fluid beverage milk	r=0.87	19yrs	336
Google searches for 'desktop background'	r=0.88	16yrs	336
Popularity of the first name Kaylie	r=0.94	20yrs	326
Popularity of the first name Clinton	r=0.94	20yrs	316
Arson in United States	r=0.87	20yrs	314
The distance between Neptune and the moon	r=0.89	20yrs	311
US household spending on clothing for men	r=0.88	20yrs	308
Popularity of the first name Carlee	r=0.94	20yrs	306
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.89	19yrs	306
Culinary Associates degrees awarded	r=0.92	11yrs	306
Popularity of the 'whip nae nae' meme	r=0.91	8yrs	303
Petroluem consumption in Japan	r=0.9	20yrs	300
Average views of PBS Space Time YouTube videos	r=0.9	8yrs	300
Popularity of the first name Jovan	r=0.94	20yrs	296
US household spending on clothing	r=0.87	20yrs	296
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.86	19yrs	292
Liquefied petroleum gas used in Australia	r=0.89	20yrs	288
Popularity of the first name America	r=0.94	20yrs	286
US household spending on natural gas	r=0.86	20yrs	285
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.85	19yrs	280
Liquefied petroleum gas used in Botswana	r=0.9	19yrs	278
Bachelor's degrees awarded in linguistics	r=0.92	10yrs	277
Popularity of the first name Daniel	r=0.93	20yrs	274
US household spending on clothin for women	r=0.85	20yrs	274
Petroluem consumption in France	r=0.89	20yrs	268
Bachelor's degrees awarded in Theology and religious vocations	r=0.92	10yrs	267
Popularity of the first name Kevin	r=0.93	20yrs	264
Kerosene used in India	r=0.9	19yrs	258
Popularity of the first name Nathan	r=0.93	20yrs	254
Associates degrees awarded in law enforcement	r=0.9	11yrs	254
Total views on Numberphile YouTube videos	r=0.87	12yrs	254
Liquefied petroleum gas used in Japan	r=0.89	20yrs	248
Popularity of the first name Kimberly	r=0.93	20yrs	244
Bachelor's degrees awarded in literature	r=0.9	10yrs	244
Gasoline pumped in Switzerland	r=0.89	20yrs	238
Popularity of the first name Natalie	r=0.93	20yrs	234
Remaining Forest Cover in the Brazilian Amazon	r=0.85	20yrs	234
NASA's budget as a percentage of the total US Federal Budget	r=0.83	20yrs	232
Air pollution in Muskegon, Michigan	r=0.85	20yrs	232
Air pollution in Holland, Michigan	r=0.84	20yrs	230
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.85	20yrs	228
Nuclear power generation in Germany	r=0.87	19yrs	227
HSBC Holdings' stock price (HSBC)	r=0.84	20yrs	227
National Lacrosse Champions' Final Point	r=0.83	20yrs	226
The divorce rate in Michigan	r=0.83	19yrs	226
Popularity of the first name Ethan	r=0.93	20yrs	224
Physical album shipment volume in the United States	r=0.82	20yrs	224
US Tobacco Production	r=0.82	20yrs	224
Kerosene used in Eswatini	r=0.89	19yrs	217
Popularity of the first name Miranda	r=0.93	20yrs	214
Jet fuel used in Sierra Leone	r=0.89	19yrs	207
Popularity of the first name Marcus	r=0.93	20yrs	204
Associates degrees awarded in Health professions	r=0.9	11yrs	204
Gasoline pumped in Ukraine	r=0.89	19yrs	197
Google searches for 'oprah winfrey'	r=0.83	19yrs	196
Popularity of the first name Johnny	r=0.93	20yrs	194
Burglaries in Michigan	r=0.84	20yrs	194
Associates degrees awarded in Visual and performing arts	r=0.89	11yrs	192
The distance between Uranus and the Sun	r=0.83	20yrs	187
Fossil fuel use in Greece	r=0.86	19yrs	186
Popularity of the first name Ricky	r=0.93	20yrs	184
Master's degrees awarded in gender studies	r=0.89	10yrs	182
Fossil fuel use in United States	r=0.86	19yrs	176
Master's degrees awarded in literature	r=0.88	10yrs	171
Gasoline pumped in Japan	r=0.88	20yrs	166
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.83	19yrs	162
Gasoline pumped in Latvia	r=0.87	20yrs	155
Petroluem consumption in Netherlands	r=0.87	20yrs	145

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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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