Top variables that correlate with The number of chemists in Pennsylvania

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

Variable	Correlation	Years	Sys. Score
Google searches for 'best place to work'	r=0.91	19yrs	373
Annual US household spending on eggs	r=0.87	20yrs	336
Yearly Total Gross Income of US Farms	r=0.85	20yrs	230
Google searches for 'who is the doctor'	r=0.84	19yrs	228
Total Sales at Clothing and Accessories Stores	r=0.82	20yrs	227
Public Storage's stock price (PSA)	r=0.83	20yrs	226
Tractor Supply Company's stock price (TSCO)	r=0.83	20yrs	226
Popularity of the first name Sylvia	r=0.84	20yrs	226
Annual US household spending on maintenance and repairs	r=0.83	20yrs	226
Electricity generation in Cuba	r=0.83	19yrs	226
Diageo's stock price (DEO)	r=0.82	20yrs	224
Popularity of the first name Bruno	r=0.83	20yrs	224
Jet fuel used in Netherlands Antilles	r=0.84	19yrs	224
Gasoline pumped in Russia	r=0.84	19yrs	224
Muenster cheese consumption	r=0.79	19yrs	196
Quanta Services' stock price (PWR)	r=0.82	20yrs	194
Google searches for 'ice bath'	r=0.82	19yrs	194
US production of whey products (net)	r=0.82	19yrs	193
Liquefied petroleum gas used in Greece	r=0.82	20yrs	192
US imports of non-edible fishery product	r=0.83	17yrs	192
US dairy skim solids used to produce whey products	r=0.82	19yrs	192
Inflation in the US	r=0.8	20yrs	191
Popularity of the first name Mohammad	r=0.81	20yrs	191
Annual US household spending on transportation	r=0.8	20yrs	191
Annual comic book sales in North America	r=0.8	19yrs	190
Annual Revenue of Walt Disney Company	r=0.76	20yrs	188
Annual Revenue of the Lego Group	r=0.78	20yrs	188
Annual US household spending on food	r=0.78	20yrs	188
Annual US household spending on poultry	r=0.78	20yrs	188
Annual US household spending on medical services	r=0.78	20yrs	188
Annual US household spending on utilities	r=0.77	20yrs	186
Annual US household spending on electricity	r=0.77	20yrs	186
Annual US household spending on fresh fruits	r=0.76	20yrs	185
Albemarle's stock price (ALB)	r=0.82	20yrs	184
xkcd comics published about outer space	r=0.79	15yrs	170
Customer satisfaction with Costco	r=0.78	18yrs	168
Sales of LP/Vinyl Albums	r=0.71	20yrs	166
GMO use in corn	r=0.73	20yrs	166
Air quality in Pittsburgh	r=0.73	20yrs	166
Ticket prices at North American movie theaters	r=0.74	20yrs	165
Lionel Messi's goal count for Argentina	r=0.78	17yrs	165
Christmas Price Index in the United States	r=0.76	20yrs	165
Popularity of the first name Daphne	r=0.81	20yrs	161
US milk fat used to produce whey products (net)	r=0.8	19yrs	160
Google searches for 'highest paying jobs'	r=0.79	19yrs	160
Electricity generation in Libya	r=0.83	19yrs	156
US milk fat used to produce yogurt	r=0.8	19yrs	150
Popularity of the first name Chaim	r=0.8	20yrs	150
Fossil fuel use in Libya	r=0.83	19yrs	146
Novo Nordisk's stock price (NVO)	r=0.81	20yrs	142
US dairy skim solids used to produce yogurt, nonfrozen	r=0.8	19yrs	138
Popularity of the first name Phoebe	r=0.79	20yrs	138
Fossil fuel use in Cuba	r=0.82	19yrs	134
Oracle's stock price (ORCL)	r=0.81	20yrs	132
US average milk-fat content of whey products (net)	r=0.81	19yrs	128
Popularity of the first name Eden	r=0.79	20yrs	128
Google searches for 'cold shower'	r=0.76	19yrs	126
Renewable energy production in Cabo Verde	r=0.81	19yrs	123
Royal Bank of Canada's stock price (RY)	r=0.81	20yrs	122
US average milk-fat content of yogurt, nonfrozen	r=0.81	19yrs	118
Popularity of the first name Milan	r=0.79	20yrs	118
Google searches for 'do i need to go to the doctor'	r=0.76	19yrs	116
Petroluem consumption in Botswana	r=0.83	19yrs	113
The Toronto-Dominion Bank's stock price (TD)	r=0.81	20yrs	112
Popularity of the first name Violet	r=0.78	20yrs	106
Google searches for 'how to hide a body'	r=0.74	19yrs	106
Liquefied petroleum gas used in Qatar	r=0.83	19yrs	103
W.W. Grainger's stock price (GWW)	r=0.81	20yrs	102
Google searches for 'how to go to space'	r=0.76	19yrs	96
Popularity of the first name Aisha	r=0.77	20yrs	95
Biomass power generated in Malawi	r=0.8	19yrs	92
Eaton Corporation's stock price (ETN)	r=0.8	20yrs	91
Yogurt consumption	r=0.75	19yrs	90
Popularity of the first name Sky	r=0.77	20yrs	85
Electricity generation in Trinidad and Tobago	r=0.8	19yrs	82
McKesson's stock price (MCK)	r=0.8	20yrs	81
Popularity of the first name Ari	r=0.77	20yrs	75
Petroluem consumption in Sierra Leone	r=0.82	19yrs	72
Nucor's stock price (NUE)	r=0.81	20yrs	71
Popularity of the first name Cyrus	r=0.77	20yrs	65
Fastenal Company's stock price (FAST)	r=0.8	20yrs	61
Fossil fuel use in Brazil	r=0.79	19yrs	60
Popularity of the first name Asa	r=0.77	20yrs	55
Gartner's stock price (IT)	r=0.8	20yrs	51
Fossil fuel use in Haiti	r=0.79	19yrs	50
Popularity of the first name Shiloh	r=0.77	20yrs	45
Duke Energy's stock price (DUK)	r=0.79	20yrs	40
Electricity generation in Saint Kitts and Nevis	r=0.79	19yrs	40
Popularity of the first name Eliseo	r=0.77	20yrs	35
T. Rowe Price Group's stock price (TROW)	r=0.79	20yrs	30
Petroluem consumption in Malaysia	r=0.81	19yrs	30
Popularity of the first name Moshe	r=0.76	20yrs	24
Raymond James Financial's stock price (RJF)	r=0.79	20yrs	20
Petroluem consumption in New Caledonia	r=0.81	19yrs	20
Popularity of the first name Tatum	r=0.76	20yrs	14
Genuine Parts Company's stock price (GPC)	r=0.79	20yrs	10
Geothermal power generated in Iceland	r=0.78	19yrs	8
Popularity of the first name Fallon	r=0.76	20yrs	4
Colgate-Palmolive Company's stock price (CL)	r=0.78	20yrs	-2
Jet fuel used in Namibia	r=0.8	19yrs	-2
Popularity of the first name Lina	r=0.76	20yrs	-6

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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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