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

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

Variable	Correlation	Years	Sys. Score
Robberies in the US	r=0.95	20yrs	416
Popularity of the first name Isaiah	r=0.98	20yrs	412
Popularity of the first name Kaylie	r=0.97	20yrs	410
Popularity of the first name Kaden	r=0.97	20yrs	410
Gasoline pumped in Ireland	r=0.95	20yrs	407
United States music album sales	r=0.95	16yrs	404
Robberies in Virginia	r=0.93	20yrs	383
Burglaries in Virginia	r=0.92	20yrs	382
Milk consumption	r=0.91	19yrs	380
Sherbet consumption	r=0.92	19yrs	380
Popularity of the first name Natalie	r=0.96	20yrs	378
The distance between Neptune and Saturn	r=0.93	20yrs	377
US household spending on mortgage interest and charges	r=0.94	20yrs	377
Liquefied petroleum gas used in Lithuania	r=0.94	20yrs	376
Petroluem consumption in Netherlands	r=0.94	20yrs	376
Google searches for 'desktop background'	r=0.94	16yrs	374
US household spending on postage and stationery	r=0.9	20yrs	371
US production of fluid beverage milk	r=0.9	19yrs	370
Popularity of the first name Marcus	r=0.96	20yrs	368
Popularity of the first name Andy	r=0.96	20yrs	358
Popularity of the first name Melinda	r=0.96	20yrs	348
Burglary rates in the US	r=0.9	20yrs	348
Fossil fuel use in Spain	r=0.92	19yrs	344
The distance between Neptune and the Sun	r=0.9	20yrs	342
The distance between Neptune and the moon	r=0.9	20yrs	342
Air pollution in Virginia Beach, Virginia	r=0.89	20yrs	342
GMO use in cotton	r=0.88	20yrs	341
BP's stock price (BP)	r=0.88	20yrs	341
Popularity of the first name Nigel	r=0.96	20yrs	338
Cigarette Smoking Rate for US adults	r=0.89	19yrs	338
GMO use in cotton	r=0.86	20yrs	338
Google searches for 'shook'	r=0.88	19yrs	338
Google searches for 'oprah winfrey'	r=0.88	19yrs	338
HSBC Holdings' stock price (HSBC)	r=0.88	20yrs	338
U.S. intercountry adoptions	r=0.88	19yrs	337
National Lacrosse Champions' Final Point	r=0.87	20yrs	336
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=0.87	20yrs	336
US household spending on natural gas	r=0.87	20yrs	336
US household spending on clothin for women	r=0.86	20yrs	335
US household spending on clothing	r=0.85	20yrs	334
US household spending on clothing for men	r=0.85	20yrs	334
Gasoline pumped in Finland	r=0.93	20yrs	334
Popularity of the first name Gracie	r=0.96	20yrs	328
Gasoline pumped in Latvia	r=0.93	20yrs	324
Popularity of the first name Mariah	r=0.95	20yrs	317
Master's degrees awarded in gender studies	r=0.91	10yrs	316
Associates degrees awarded in Visual and performing arts	r=0.9	11yrs	314
Bachelor's degrees awarded in linguistics	r=0.9	10yrs	314
Gasoline pumped in Ukraine	r=0.94	19yrs	314
The distance between Neptune and Earth	r=0.89	20yrs	311
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.9	19yrs	308
Popularity of the first name Kate	r=0.95	20yrs	307
Arson in United States	r=0.89	20yrs	307
Pirate attacks globally	r=0.88	14yrs	306
xkcd comics published about existentialism	r=0.85	16yrs	306
Banco Bilbao Vizcaya Argentaria's stock price (BBVA)	r=0.85	20yrs	304
Gasoline pumped in Bosnia and Herzegovina	r=0.92	19yrs	302
The distance between Uranus and the Sun	r=0.88	20yrs	300
Popularity of the first name Rickey	r=0.95	20yrs	297
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.89	19yrs	296
Liquefied petroleum gas used in Botswana	r=0.92	19yrs	292
Popularity of the first name Jacey	r=0.95	20yrs	287
The distance between Uranus and Earth	r=0.86	20yrs	286
Bachelor's degrees awarded in Theology and religious vocations	r=0.9	10yrs	284
US average milk-fat content of cottage cheese	r=0.87	19yrs	282
Gasoline pumped in Greece	r=0.91	20yrs	281
Popularity of the first name Brayan	r=0.95	20yrs	277
The distance between Uranus and the moon	r=0.86	20yrs	276
Gasoline pumped in Sweden	r=0.91	20yrs	271
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.85	19yrs	270
Popularity of the first name America	r=0.95	20yrs	267
Gasoline pumped in Japan	r=0.9	20yrs	260
Liquefied petroleum gas used in Croatia	r=0.9	19yrs	248
Gasoline pumped in Kosovo	r=0.92	14yrs	236
US birth rates of triplets or more	r=0.84	19yrs	234
Viewership count of American Idol Season Finale	r=0.84	20yrs	232
Remaining Forest Cover in the Brazilian Amazon	r=0.82	20yrs	230
Air pollution in Roanoke, Virginia	r=0.84	20yrs	230
Air pollution in Lynchburg, Virginia	r=0.84	20yrs	230
The divorce rate in Virginia	r=0.84	19yrs	228
Customer satisfaction with FedEx	r=0.84	19yrs	228
Popularity of the first name Alexander	r=0.95	20yrs	227
US household spending on fresh milk and cream	r=0.83	20yrs	226
Popularity of the first name Adriana	r=0.95	20yrs	217
Popularity of the first name Shaun	r=0.95	20yrs	207
Nuclear power generation in Germany	r=0.9	19yrs	202
Google searches for 'panama canal'	r=0.84	19yrs	198
Air pollution in Richmond, Virginia	r=0.83	20yrs	198
Popularity of the first name Kiera	r=0.95	20yrs	197
Fossil fuel use in New Zealand	r=0.89	19yrs	190
Banco Santander's stock price (SAN)	r=0.84	20yrs	187
Popularity of the first name Heaven	r=0.95	20yrs	187
Google searches for 'learn spanish'	r=0.83	19yrs	186
Electricity generation in United Kingdom	r=0.89	19yrs	180
Orange's stock price (ORAN)	r=0.82	20yrs	174
Fossil fuel use in Greece	r=0.88	19yrs	168
Ice cream consumption	r=0.85	19yrs	165
Fossil fuel use in Luxembourg	r=0.88	19yrs	158
The distance between Neptune and Mercury	r=0.83	20yrs	157
Cottage cheese consumption	r=0.84	19yrs	154
Fossil fuel use in United States	r=0.88	19yrs	148

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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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