Top variables that correlate with The number of actuaries in Pennsylvania

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

Variable	Correlation	Years	Has img?
Sales of LP/Vinyl Albums	r=0.86	20yrs	No

The number of actuaries in Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
Total Sales at Clothing and Accessories Stores	r=0.88	20yrs	341
The Walt Disney Company's stock price (DIS)	r=0.87	20yrs	341
FedEx's stock price (FDX)	r=0.89	20yrs	341
Annual comic book sales in North America	r=0.89	19yrs	338
US Annual Tax Revenue	r=0.89	19yrs	338
Canadian National Railway Company's stock price (CNI)	r=0.88	20yrs	338
Popularity of the first name Bo	r=0.89	20yrs	338
Solar power generated in Gabon	r=0.94	10yrs	338
Solar power generated in Luxembourg	r=0.87	19yrs	337
Apple's annual net income	r=0.88	18yrs	336
Google's Net Income	r=0.87	19yrs	336
Popularity of the first name Sylvia	r=0.88	20yrs	336
Popularity of the first name Georgia	r=0.88	20yrs	336
Annual US household spending on transportation	r=0.87	20yrs	336
Biomass power generated in New Zealand	r=0.86	19yrs	336
Annual Revenue of the Lego Group	r=0.86	20yrs	335
Total number of automotive recalls	r=0.85	20yrs	335
Annual US household spending on medical services	r=0.86	20yrs	335
Google's Advertising Revenue	r=0.85	20yrs	334
Google's annual advertising revenue	r=0.85	20yrs	334
Annual US household spending on major appliances	r=0.85	20yrs	334
Canadian Pacific Railway's stock price (CP)	r=0.88	20yrs	308
Popularity of the first name Daphne	r=0.88	20yrs	306
Average length of Vihart's YouTube videos	r=0.86	14yrs	305
Solar power generated in Eswatini	r=0.9	12yrs	304
Google searches for 'my cat scratched me'	r=0.88	15yrs	304
Global Rice Consumption	r=0.86	14yrs	299
Cognizant Technology Solutions' stock price (CTSH)	r=0.88	20yrs	298
Popularity of the first name Cecilia	r=0.87	20yrs	295
Renewable energy production in Zambia	r=0.85	19yrs	294
Starbucks' stock price (SBUX)	r=0.87	20yrs	286
Popularity of the first name Amos	r=0.87	20yrs	285
Average length of Matt Parker's YouTube videos	r=0.86	12yrs	283
Liquefied petroleum gas used in Oman	r=0.86	19yrs	282
Viewership of "The Big Bang Theory"	r=0.86	12yrs	282
Colgate-Palmolive Company's stock price (CL)	r=0.87	20yrs	276
Popularity of the first name Ivy	r=0.86	20yrs	274
Petroluem consumption in Bangladesh	r=0.85	19yrs	271
Monster Beverage's stock price (MNST)	r=0.87	20yrs	266
Popularity of the first name August	r=0.86	20yrs	264
Comcast's stock price (CMCSA)	r=0.86	20yrs	255
Popularity of the first name Fallon	r=0.86	20yrs	254
United Parcel Service's stock price (UPS)	r=0.86	20yrs	245
Popularity of the first name Mina	r=0.86	20yrs	244
Honeywell International's stock price (HON)	r=0.86	20yrs	235
Automotive recalls issued by Ford Motor Company	r=0.85	20yrs	233
Popularity of the first name Felix	r=0.85	20yrs	232
Solar power generated in Slovenia	r=0.87	14yrs	232
Ticket prices at North American movie theaters	r=0.83	20yrs	228
US Shoe Store Sales	r=0.85	19yrs	228
Google searches for 'how to go to space'	r=0.84	19yrs	228
Microsoft's Worldwide Earnings	r=0.84	20yrs	227
Annual US household spending on fresh fruits	r=0.84	20yrs	227
Annual US household spending on entertainment	r=0.84	20yrs	227
The distance between Neptune and Uranus	r=0.82	20yrs	226
Annual US household spending on food	r=0.83	20yrs	226
Annual US household spending on fruits and vegetables	r=0.83	20yrs	226
Annual US household spending on housing	r=0.83	20yrs	226
Annual US household spending on rented dwellings	r=0.83	20yrs	226
Annual US household spending on healthcare	r=0.83	20yrs	226
QUALCOMM's stock price (QCOM)	r=0.86	20yrs	225
Popularity of the first name Loretta	r=0.85	20yrs	222
BlackRock's stock price (BLK)	r=0.86	20yrs	215
US hotel industry's revenue per available room	r=0.88	12yrs	207
Duke Energy's stock price (DUK)	r=0.86	20yrs	205
Italian-type cheese consumption	r=0.79	19yrs	196
Mozzarella cheese consumption	r=0.79	19yrs	196
Average milk produced per cow in the US	r=0.81	20yrs	196
Number of times 5 was a winning Mega Millions number	r=0.83	18yrs	196
Google searches for 'ice bath'	r=0.83	19yrs	196
Parker-Hannifin's stock price (PH)	r=0.86	20yrs	195
The Hershey Company's stock price (HSY)	r=0.86	20yrs	185
Google's Annual Global Revenue	r=0.84	20yrs	177
W.W. Grainger's stock price (GWW)	r=0.86	20yrs	175
Annual US household spending on furniture	r=0.82	20yrs	174
Inflation in the US	r=0.84	20yrs	172
US Wind Power Generation Capacity	r=0.83	20yrs	166
Cummins' stock price (CMI)	r=0.86	20yrs	165
US per-person consumption of bottled water	r=0.83	20yrs	161
PPG Industries' stock price (PPG)	r=0.86	20yrs	155
US Bottled Water Consumption per Person	r=0.83	20yrs	152
Hydopower energy generated in Zambia	r=0.85	19yrs	149
Fastenal Company's stock price (FAST)	r=0.86	20yrs	145
Electricity generation in Taiwan	r=0.84	19yrs	138
Electricity generation in Zambia	r=0.84	19yrs	128
Annual Revenue of Walt Disney Company	r=0.82	20yrs	117
Electricity generation in Kiribati	r=0.83	19yrs	116
Popularity of the first name Wesley	r=0.85	20yrs	107
Popularity of the first name Ruth	r=0.85	20yrs	97
Popularity of the first name Emilio	r=0.85	20yrs	87
Popularity of the first name Lucia	r=0.85	20yrs	77
Solar power generated in Austria	r=0.83	19yrs	76
Popularity of the first name Cyrus	r=0.85	20yrs	67
Fossil fuel use in Brazil	r=0.83	19yrs	66
Popularity of the first name Josephine	r=0.84	20yrs	56
Electricity generation in Costa Rica	r=0.83	19yrs	56
The number of Breweries in the United States	r=0.79	20yrs	47
Popularity of the first name Kai	r=0.84	20yrs	46
Solar power generated in Cyprus	r=0.84	17yrs	46
Popularity of the first name River	r=0.84	20yrs	36

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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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