Top variables that correlate with The number of computer programmers in Pennsylvania

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Data source: Bureau of Larbor Statistics
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The number of computer programmers in Pennsylvania correlates with...

Variable	Correlation	Years	Has img?
Arson in Pennsylvania	r=0.94	20yrs	No

The number of computer programmers in Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
Popularity of the first name Lacey	r=0.96	20yrs	408
Popularity of the first name Brice	r=0.96	20yrs	408
Bachelor's degrees awarded in Theology and religious vocations	r=0.97	10yrs	404
Robberies in the US	r=0.95	20yrs	386
Robberies in Pennsylvania	r=0.91	20yrs	380
Milk consumption	r=0.9	19yrs	379
Popularity of the first name Alexander	r=0.95	20yrs	377
How 'hip and with it' LockPickingLawyer YouTube video titles are	r=0.97	8yrs	376
The distance between Neptune and Saturn	r=0.91	20yrs	374
Kerosene used in India	r=0.92	19yrs	372
Gasoline pumped in Ireland	r=0.92	20yrs	372
US household spending on mortgage interest and charges	r=0.9	20yrs	371
United States music album sales	r=0.92	16yrs	370
Popularity of the first name Aaron	r=0.95	20yrs	347
US birth rates of triplets or more	r=0.86	19yrs	342
Remaining Forest Cover in the Brazilian Amazon	r=0.87	20yrs	342
NASA's budget as a percentage of the total US Federal Budget	r=0.87	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
Cigarette Smoking Rate for US adults	r=0.9	19yrs	340
GMO use in cotton	r=0.87	20yrs	340
US household spending on postage and stationery	r=0.89	20yrs	340
Gasoline pumped in Sweden	r=0.9	20yrs	340
US production of fluid beverage milk	r=0.89	19yrs	338
Google searches for 'desktop background'	r=0.89	16yrs	337
Popularity of the first name Nathanael	r=0.95	20yrs	337
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.88	19yrs	336
Culinary Associates degrees awarded	r=0.92	11yrs	336
Google searches for 'how to do magic'	r=0.86	19yrs	336
US household spending on clothing	r=0.86	20yrs	335
US Tobacco Production	r=0.85	20yrs	334
Popularity of the first name Cornelius	r=0.95	20yrs	327
Total views on PBS Space Time YouTube videos	r=0.94	8yrs	321
Average length of LockPickingLawyer YouTube videos	r=0.93	8yrs	320
Burglary rates in the US	r=0.9	20yrs	318
Master's degrees awarded in gender studies	r=0.91	10yrs	316
Popularity of the first name Abigail	r=0.94	20yrs	316
The distance between Neptune and the moon	r=0.89	20yrs	311
Gasoline pumped in Finland	r=0.89	20yrs	308
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.89	19yrs	306
Popularity of the first name Derek	r=0.94	20yrs	306
Arson in United States	r=0.88	20yrs	306
Petroluem consumption in France	r=0.89	20yrs	298
The distance between Uranus and the Sun	r=0.86	20yrs	296
Popularity of the first name Bryce	r=0.94	20yrs	296
Burglaries in Pennsylvania	r=0.86	20yrs	292
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.87	19yrs	292
Gasoline pumped in Switzerland	r=0.89	20yrs	288
Average views of SciShow Space YouTube videos	r=0.91	9yrs	288
Popularity of the first name Joel	r=0.94	20yrs	286
Gasoline pumped in Ukraine	r=0.89	19yrs	277
Popularity of the first name Johnny	r=0.94	20yrs	276
Nuclear power generation in Germany	r=0.86	19yrs	266
Popularity of the first name Cara	r=0.94	20yrs	266
Popularity of the 'whip nae nae' meme	r=0.85	8yrs	264
How insightful LockPickingLawyer YouTube video titles are	r=0.92	8yrs	263
Fossil fuel use in Greece	r=0.86	19yrs	256
Popularity of the first name Terrance	r=0.94	20yrs	256
Master's degrees awarded in Architecture	r=0.89	10yrs	252
Electricity generation in United Kingdom	r=0.86	19yrs	246
Popularity of the first name Candice	r=0.94	20yrs	246
Gasoline pumped in Bosnia and Herzegovina	r=0.88	19yrs	236
Popularity of the first name Darryl	r=0.94	20yrs	236
Total length of LEMMiNO YouTube videos	r=0.87	11yrs	234
Air pollution in Pittsburgh	r=0.83	20yrs	232
Viewership count for Days of Our Lives	r=0.84	19yrs	230
Air pollution in Scranton, Pennsylvania	r=0.84	20yrs	230
US household spending on fresh milk and cream	r=0.84	20yrs	227
US household spending on natural gas	r=0.84	20yrs	227
US household spending on clothing for men	r=0.84	20yrs	227
Air pollution in Harrisburg, Pennsylvania	r=0.82	20yrs	227
Gasoline pumped in Croatia	r=0.88	19yrs	226
U.S. intercountry adoptions	r=0.84	19yrs	226
US household spending on clothin for women	r=0.83	20yrs	226
Popularity of the first name Carlee	r=0.94	20yrs	226
Gasoline pumped in Japan	r=0.88	20yrs	216
Popularity of the first name Jovan	r=0.94	20yrs	216
How insightful Technology Connections YouTube video titles are	r=0.89	8yrs	208
Gasoline pumped in Latvia	r=0.88	20yrs	206
Popularity of the first name Keila	r=0.94	20yrs	206
How geeky LockPickingLawyer YouTube video titles are	r=0.89	8yrs	198
Viewership count of American Idol Season Finale	r=0.81	20yrs	197
Kerosene used in Montserrat	r=0.88	19yrs	196
Popularity of the first name Areli	r=0.94	20yrs	196
Carjackings in the US	r=0.78	19yrs	194
Petroluem consumption in Switzerland	r=0.88	20yrs	186
Total views on Computerphile YouTube videos	r=0.86	10yrs	186
Sherbet consumption	r=0.85	19yrs	185
Popularity of the first name Daniel	r=0.93	20yrs	184
The distance between Uranus and Earth	r=0.84	20yrs	178
Gasoline pumped in Greece	r=0.87	20yrs	175
Total views on SciShow Space YouTube videos	r=0.86	9yrs	175
The distance between Uranus and the moon	r=0.84	20yrs	168
Air pollution in Philadelphia, Pennsylvania	r=0.82	20yrs	167
Petroluem consumption in Japan	r=0.87	20yrs	165
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.84	19yrs	163
Liquefied petroleum gas used in Japan	r=0.87	20yrs	155
Liquefied petroleum gas used in Eswatini	r=0.87	19yrs	144
Ice cream consumption	r=0.83	19yrs	132
Cottage cheese consumption	r=0.78	19yrs	114

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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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