Top variables that correlate with The number of septic tank servicers and sewer pipe cleaners in New Hampshire

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Data source: Bureau of Larbor Statistics
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The number of septic tank servicers and sewer pipe cleaners in New Hampshire correlates with...

Variable	Correlation	Years	Has img?
Google searches for 'how to learn python'	r=0.91	16yrs	No
Solar power generated in Kenya	r=0.9	12yrs	No
Annual US household spending on alcoholic beverages	r=0.89	20yrs	Yes!

The number of septic tank servicers and sewer pipe cleaners in New Hampshire also correlates with...

Variable	Correlation	Years	Sys. Score
Google searches for 'reddit'	r=0.92	15yrs	370
US GDP per capita	r=0.92	14yrs	368
Ulta Beauty's stock price (ULTA)	r=0.91	15yrs	368
TE Connectivity's stock price (TEL)	r=0.9	15yrs	366
Total likes of The Game Theorists YouTube videos	r=0.9	14yrs	341
Discover Financial Services' stock price (DFS)	r=0.9	15yrs	336
Geothermal power generated in France	r=0.91	11yrs	335
Geothermal power generated in China	r=0.86	17yrs	334
The average number of likes on The Game Theorists YouTube videos	r=0.88	14yrs	308
Global Rice Consumption	r=0.9	14yrs	305
Capital One Financial's stock price (COF)	r=0.85	20yrs	304
Google searches for 'avocado toast'	r=0.86	15yrs	302
The average number of likes on Mark Rober YouTube videos	r=0.86	12yrs	283
Patents granted to Toyota	r=0.89	12yrs	282
Paypal's Number of Active Registered User Accounts	r=0.85	13yrs	276
Solar power generated in Rwanda	r=0.88	15yrs	274
Google searches for 'who is alexa'	r=0.85	16yrs	271
Solar power generated in Grenada	r=0.87	15yrs	263
Broadridge Financial Solutions' stock price (BR)	r=0.87	15yrs	262
Solar power generated in Nepal	r=0.87	15yrs	253
How cool MrBeast's YouTube video titles are	r=0.86	11yrs	252
Franco-Nevada's stock price (FNV)	r=0.86	15yrs	250
Google searches for 'restaurant near me'	r=0.89	12yrs	243
Solar power generated in Samoa	r=0.86	15yrs	242
American Water Works Company's stock price (AWK)	r=0.86	14yrs	239
Wind power generated in Uruguay	r=0.87	14yrs	232
Google searches for 'instagram'	r=0.85	12yrs	227
Average length of SciShow Space YouTube videos	r=0.86	9yrs	225
Total length of SciShow Space YouTube videos	r=0.86	9yrs	215
Solar power generated in Burundi	r=0.88	12yrs	202
Biomass power generated in Lebanon	r=0.9	10yrs	192
Average Cost of a 30-Second Ad Commercial during the Academy Awards	r=0.81	20yrs	192
Number of highschoolers in the US	r=0.77	20yrs	190
Annual US household spending on transportation	r=0.77	20yrs	186
Popularity of the first name Emilio	r=0.77	20yrs	185
Popularity of the first name Maia	r=0.76	20yrs	184
Popularity of the first name Samara	r=0.76	20yrs	184
Solar power generated in American Samoa	r=0.89	10yrs	181
Cheddar cheese consumption	r=0.77	19yrs	173
Popularity of the 'loss' meme	r=0.79	16yrs	173
xkcd comics published about outer space	r=0.8	15yrs	172
Solar power generated in Malta	r=0.87	13yrs	171
Associates degrees awarded in Philosophy and religious studies	r=0.85	11yrs	171
Automotive recalls issued by Volkswagen Group of America	r=0.76	20yrs	170
Average SAT score in writing	r=0.77	17yrs	168
Annual US household spending on food	r=0.76	20yrs	165
Total NBA League Revenue	r=0.75	20yrs	164
Annual US household spending on housekeeping supplies	r=0.75	20yrs	164
Annual US household spending on furniture	r=0.75	20yrs	164
xkcd comics published about engineering	r=0.74	16yrs	164
Average household spend on Christmas Gifts	r=0.69	20yrs	162
Biomass power generated in Philippines	r=0.87	13yrs	161
Biomass power generated in Morocco	r=0.88	10yrs	150
Solar power generated in Tanzania	r=0.87	12yrs	140
Google searches for 'roblox'	r=0.85	15yrs	135
The number of Breweries in the United States	r=0.71	20yrs	135
Popularity of the first name Alma	r=0.76	20yrs	134
Solar power generated in Madagascar	r=0.86	12yrs	128
Google searches for '3Blue1Brown'	r=0.84	16yrs	124
US Bottled Water Consumption per Person	r=0.71	20yrs	124
TransDigm Group's stock price (TDG)	r=0.83	16yrs	122
Popularity of the first name Lorenzo	r=0.75	20yrs	122
Solar power generated in Yemen	r=0.85	12yrs	117
Average views of Tom Scott's YouTube videos	r=0.82	14yrs	114
Popularity of the first name Julianne	r=-0.82	20yrs	112
FedEx's stock price (FDX)	r=0.78	20yrs	110
Average number of comments on Steve Mould's YouTube videos	r=0.82	14yrs	104
Popularity of the first name Georgia	r=0.75	20yrs	102
D.R. Horton's stock price (DHI)	r=0.79	20yrs	100
Google searches for 'my cat scratched me'	r=0.84	15yrs	94
How clickbait-y The Game Theorists YouTube video titles are	r=0.82	14yrs	94
Popularity of the first name Frankie	r=0.75	20yrs	92
Solar power generated in Belarus	r=0.87	8yrs	91
Lennar's stock price (LEN)	r=0.79	20yrs	90
Average length of SmarterEveryDay YouTube videos	r=0.79	16yrs	82
Popularity of the first name Emerald	r=0.75	20yrs	82
Corning's stock price (GLW)	r=0.79	20yrs	80
Google searches for 'lost my wallet'	r=0.8	16yrs	78
Average length of Steve Mould's YouTube videos	r=0.81	14yrs	72
eBay Inc.'s stock price (EBAY)	r=0.79	20yrs	70
Google searches for 'whatsapp'	r=0.8	13yrs	66
How insightful The Game Theorists YouTube video titles are	r=0.81	14yrs	62
The Allstate Corporation's stock price (ALL)	r=0.78	20yrs	58
Google searches for 'elon musk'	r=0.8	13yrs	56
Total views on Tom Scott's YouTube videos	r=0.8	14yrs	51
M&T Bank's stock price (MTB)	r=0.78	20yrs	48
Google searches for 'tetanus'	r=0.75	19yrs	44
Lennar's stock price (LEN.B)	r=0.78	19yrs	37
Total length of SmarterEveryDay YouTube videos	r=0.75	16yrs	36
Google searches for 'Rachel and Ross'	r=0.77	15yrs	33
The PNC Financial Services Group's stock price (PNC)	r=0.77	20yrs	26
Google searches for 'how to calculate a correlation'	r=0.76	16yrs	22
Cheniere Energy's stock price (LNG)	r=0.77	20yrs	16
Google searches for 'no siri'	r=0.76	16yrs	12
Gasoline pumped in Iran	r=0.81	19yrs	10
The Progressive Corporation's stock price (PGR)	r=0.76	20yrs	5
Bank of Montreal's stock price (BMO)	r=0.76	20yrs	-5
Liquefied petroleum gas used in Czechia	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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