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

VariableCorrelationYearsSys. Score
Associates degrees awarded in Health professionsr=0.9811yrs406
Associates degrees awarded in law enforcementr=0.9811yrs406
Bachelor's degrees awarded in literaturer=0.9810yrs406
Associates degrees awarded in Legal professions and studiesr=0.9711yrs374
Kerosene used in Eswatinir=0.9119yrs370
Cenovus Energy's stock price (CVE)r=0.9213yrs367
Bachelor's degrees awarded in linguisticsr=0.9710yrs364
Master's degrees awarded in literaturer=0.9710yrs354
Associates degrees awarded in Business operationsr=0.9611yrs342
Milk consumptionr=0.8519yrs342
Kerosene used in Indiar=0.8919yrs337
Cigarette Smoking Rate for US adultsr=0.8719yrs336
US Tobacco Productionr=0.8720yrs336
Popularity of the first name Baileyr=0.8820yrs336
Popularity of the first name Keltonr=0.8820yrs336
US household spending on fresh milk and creamr=0.8720yrs336
Popularity of the first name Calebr=0.8720yrs335
United States music album salesr=0.8816yrs334
US production of fluid beverage milkr=0.8619yrs334
The marriage rate in Iowar=0.8619yrs334
Liquefied petroleum gas used in Eswatinir=0.8719yrs334
Associates degrees awarded in health assistancer=0.9611yrs332
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milkr=0.8619yrs332
Associates degrees awarded in Criminal justice and correctionsr=0.9611yrs322
Associates degrees awarded in Visual and performing artsr=0.9611yrs312
Popularity of the first name Alisonr=0.8720yrs305
Jet fuel used in French Polynesiar=0.8719yrs304
Popularity of the first name Clintonr=0.8720yrs295
Liquefied petroleum gas used in Japanr=0.8620yrs294
Popularity of the first name Kolbyr=0.8720yrs285
Liquefied petroleum gas used in Yemenr=0.8719yrs284
Total views on minutephysics YouTube videosr=0.8612yrs283
United States' Fruit Juice Export Volumer=0.8613yrs278
Popularity of the first name Gager=0.8620yrs274
Master's degrees awarded in Liberal artsr=0.9510yrs272
Liquefied petroleum gas used in Belarusr=0.8619yrs272
Popularity of the first name Allysonr=0.8620yrs264
Master's degrees awarded in Transportationr=0.9510yrs262
Liquefied petroleum gas used in Djiboutir=0.8619yrs262
Bloomberg Money Stuff articles about the SECr=0.879yrs260
Popularity of the first name Kyleer=0.8620yrs254
Liquefied petroleum gas used in French Polynesiar=0.8619yrs252
Popularity of the first name Jaysonr=0.8620yrs244
Kerosene used in Kazakhstanr=0.8519yrs241
Popularity of the first name Katyr=0.8620yrs234
Burglary rates in the USr=0.8420yrs234
The distance between Neptune and Saturnr=0.8220yrs226
Popularity of the first name Dwightr=0.8620yrs224
Bachelor's degrees awarded in Philosophyr=0.9510yrs222
Popularity of the first name Lamontr=0.8620yrs214
Associates degrees awarded in Accountingr=0.9411yrs210
Popularity of the first name Isisr=0.8620yrs204
US birth rates of triplets or morer=0.8219yrs200
Associates degrees awarded in Fire control and safetyr=0.9311yrs198
Viewership count for Days of Our Livesr=0.8219yrs198
Robberies in the USr=0.7920yrs197
Google searches for 'desktop background'r=0.8416yrs194
Google searches for 'how to do magic'r=0.8219yrs194
Popularity of the first name Arelir=0.8620yrs194
US music album salesr=0.8416yrs193
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milkr=0.8419yrs193
GMO use in cottonr=0.7920yrs192
The distance between Neptune and the Sunr=0.820yrs192
The distance between Neptune and Earthr=0.820yrs192
US household spending on processed fruitsr=0.7920yrs190
The yearly batting average of the New York Yankeesr=0.7820yrs188
Customer satisfaction with Whirlpoolr=0.7819yrs188
US household spending on postage and stationeryr=0.7820yrs188
US household spending on prescription drugsr=0.7820yrs188
Associates degrees awarded in social servicesr=0.9311yrs188
US household spending on dairy productsr=0.7720yrs186
US household spending on mortgage interest and chargesr=0.7720yrs186
US household spending on clothingr=0.7720yrs186
Vodafone Group's stock price (VOD)r=0.7620yrs185
US household spending on clothin for womenr=0.7620yrs185
Popularity of the first name Mollyr=0.8520yrs182
Bachelor's degrees awarded in Social sciences and historyr=0.9310yrs178
Popularity of the 'this is fine' memer=-0.917yrs176
Popularity of the first name Johnnyr=0.8520yrs172
Master's degrees awarded in Social sciences and historyr=0.9310yrs168
The distance between Neptune and the moonr=0.820yrs162
Associates degrees awarded in Practical nursingr=0.9211yrs156
The distance between Uranus and the Sunr=0.7720yrs148
Associates degrees awarded in Businessr=0.9111yrs145
Milk-fat consumptionr=-0.919yrs138
American-type cheese consumptionr=-0.919yrs128
Petroluem consumption in Djiboutir=0.8419yrs124
American cheese consumptionr=-0.8919yrs116
Petroluem consumption in Yemenr=0.8419yrs114
Hispanic cheese consumptionr=-0.8819yrs106
Liquefied petroleum gas used in Australiar=0.8220yrs102
Fossil fuel use in Germanyr=0.8219yrs64
Popularity of the first name Ethanr=0.8520yrs57
Fossil fuel use in Greecer=0.8219yrs54
Popularity of the first name Derekr=0.8520yrs47
Fossil fuel use in Luxembourgr=0.8119yrs43
Popularity of the first name Kendallr=0.8520yrs37
Fossil fuel use in U.S. Virgin Islandsr=0.8119yrs33
Electricity generation in Ukrainer=0.8119yrs23
Kerosene used in Djiboutir=0.8319yrs13
Nuclear power generation in Taiwanr=0.819yrs2


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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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