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

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

Variable	Correlation	Years	Sys. Score
Burglary rates in the US	r=0.91	20yrs	380
The distance between Neptune and Saturn	r=0.92	20yrs	376
The distance between Uranus and the Sun	r=0.91	20yrs	374
The distance between Uranus and Earth	r=0.91	20yrs	374
Popularity of the first name Makenna	r=0.93	20yrs	374
Popularity of the first name Zoie	r=0.93	20yrs	374
Pirate attacks globally	r=0.92	14yrs	372
Popularity of the first name Keaton	r=0.92	20yrs	372
Gasoline pumped in Japan	r=0.91	20yrs	371
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.9	19yrs	368
Burglaries in Iowa	r=0.89	20yrs	347
The distance between Uranus and the moon	r=0.91	20yrs	344
Popularity of the first name Ashlynn	r=0.92	20yrs	342
Milk consumption	r=0.85	19yrs	342
Associates degrees awarded in Management information systems	r=0.94	11yrs	340
Liquefied petroleum gas used in Australia	r=0.9	20yrs	340
US production of fluid beverage milk	r=0.89	19yrs	338
Bachelor's degrees awarded in Liberal arts	r=0.93	10yrs	338
Fossil fuel use in Luxembourg	r=0.88	19yrs	338
GMO use in cotton	r=0.85	20yrs	336
Associates degrees awarded in Engineering technologies	r=0.92	11yrs	336
Google searches for 'shook'	r=0.86	19yrs	336
Google searches for 'xkcd'	r=0.88	16yrs	336
Google searches for 'Matt Parker'	r=0.88	16yrs	336
US household spending on tobacco products and smoking supplies	r=0.86	20yrs	335
Popularity of the first name Joslyn	r=0.92	20yrs	332
Cigarette Smoking Rate for US adults	r=0.85	19yrs	332
Popularity of the first name Adrianne	r=0.92	20yrs	322
Number of articles Matt Levine published on Bloomberg on Fridays	r=0.92	9yrs	313
Popularity of the first name Adrianna	r=0.91	20yrs	311
Electricity generation in United Kingdom	r=0.88	19yrs	308
Asthma attacks in American children	r=0.86	17yrs	306
Google searches for 'oprah winfrey'	r=0.85	19yrs	304
Woodside Energy Group's stock price (WDS)	r=0.89	14yrs	304
Popularity of the first name Dwayne	r=0.91	20yrs	301
Petroluem consumption in Switzerland	r=0.89	20yrs	298
The distance between Uranus and Mercury	r=0.86	20yrs	296
Popularity of the first name Kinsey	r=0.91	20yrs	291
Fossil fuel use in United States	r=0.86	19yrs	286
Master's degrees awarded in gender studies	r=0.91	10yrs	286
Average views of Numberphile YouTube videos	r=0.88	12yrs	286
Popularity of the first name Kylee	r=0.9	20yrs	280
Petroluem consumption in Netherlands	r=0.86	20yrs	274
Popularity of the first name Drake	r=0.9	20yrs	270
How cool LockPickingLawyer YouTube video titles are	r=0.89	8yrs	268
How good LockPickingLawyer YouTube video titles are	r=0.87	8yrs	266
Kerosene used in India	r=0.86	19yrs	262
Popularity of the first name Destin	r=0.9	20yrs	260
Gasoline pumped in Ireland	r=0.85	20yrs	252
Associates degrees awarded in Accounting	r=0.9	11yrs	244
How fun Deep Look YouTube video titles are	r=0.86	9yrs	235
Master's degrees awarded in linguistics	r=0.9	10yrs	234
Robberies in the US	r=0.83	20yrs	233
National Lacrosse Champions' Final Point	r=0.85	20yrs	228
Customer satisfaction with FedEx	r=0.84	19yrs	228
US household spending on mortgage interest and charges	r=0.84	20yrs	227
US household spending on clothin for women	r=0.84	20yrs	227
Academy Awards Ceremony Audience Size	r=0.83	20yrs	226
Bachelor's degrees awarded in literature	r=0.88	10yrs	221
Popularity of the first name Kaylee	r=0.9	20yrs	220
Master's degrees awarded in Architecture	r=0.88	10yrs	211
Popularity of the first name Abbigail	r=0.9	20yrs	210
Master's degrees awarded in Liberal arts	r=0.88	10yrs	201
Popularity of the first name Gabriel	r=0.89	20yrs	198
Number of Slot Machines in Nevada	r=0.8	20yrs	198
Asthma prevalence in American children	r=0.84	17yrs	198
Air pollution in Des Moines	r=0.8	20yrs	197
GMO use in cotton	r=0.8	20yrs	194
BP's stock price (BP)	r=0.8	20yrs	194
Customer satisfaction with Customer Shipping	r=0.82	19yrs	194
US household spending on clothing	r=0.81	20yrs	192
Associates degrees awarded in Business operations	r=0.88	11yrs	190
Popularity of the first name Evan	r=0.89	20yrs	188
Popularity of the first name Molly	r=0.89	20yrs	178
The distance between Uranus and Saturn	r=0.84	20yrs	178
Associates degrees awarded in Business and management	r=0.86	11yrs	178
Popularity of the first name Troy	r=0.89	20yrs	168
Arson in United States	r=0.77	20yrs	164
Popularity of the first name Kaleb	r=0.89	20yrs	158
Bachelor's degrees awarded in linguistics	r=0.87	10yrs	154
Google searches for 'how to do magic'	r=0.82	19yrs	154
Arson in Iowa	r=0.77	20yrs	154
Popularity of the first name Allyson	r=0.89	20yrs	148
Master's degrees awarded in literature	r=0.87	10yrs	144
Google searches for 'xbox'	r=0.81	19yrs	143
Gasoline pumped in Australia	r=0.84	20yrs	136
The distance between Neptune and the Sun	r=0.81	20yrs	134
Google searches for 'life insurance quotes'	r=0.8	19yrs	132
Liquefied petroleum gas used in Syria	r=0.84	19yrs	124
The distance between Neptune and Earth	r=0.81	20yrs	124
Gasoline pumped in Ukraine	r=0.84	19yrs	114
The distance between Neptune and Mercury	r=0.81	20yrs	114
The distance between Neptune and the moon	r=0.81	20yrs	104
Gasoline pumped in Greece	r=0.82	20yrs	102
Liquefied petroleum gas used in Japan	r=0.82	20yrs	92
Liquefied petroleum gas used in Lithuania	r=0.82	20yrs	82
Gasoline pumped in Switzerland	r=0.82	20yrs	72
Electricity generation in Bermuda	r=0.82	19yrs	34
Fossil fuel use in Bermuda	r=0.82	19yrs	24
Renewable energy production in Comoros	r=0.83	17yrs	14
Hydopower energy generated in Comoros	r=0.83	17yrs	4

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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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