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

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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 Massachusetts correlates with...

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Malawi	r=0.9	19yrs	368
Popularity of the first name Julien	r=0.89	20yrs	338
Liquefied petroleum gas used in Bosnia and Herzegovina	r=0.89	19yrs	337
Biomass power generated in Austria	r=0.86	19yrs	336
Popularity of the first name Leila	r=0.86	20yrs	334
Average length of Casually Explained YouTube videos	r=0.95	8yrs	322
How professional-sounding SciShow Space YouTube video titles are	r=0.91	9yrs	318
Organic Food Sales Volume in the United States	r=0.92	10yrs	311
Renewable energy production in Bhutan	r=0.86	19yrs	306
Total views on OverSimplified YouTube videos	r=0.92	7yrs	302
Hydopower energy generated in Bhutan	r=0.86	19yrs	296
Fossil fuel use in Grenada	r=0.86	19yrs	286
Associates degrees awarded in Architecture	r=0.86	11yrs	278
Jet fuel used in Uganda	r=0.88	19yrs	276
Total likes of OverSimplified YouTube videos	r=0.92	7yrs	272
Electricity generation in Grenada	r=0.85	19yrs	264
Average number of comments on Casually Explained YouTube videos	r=0.9	8yrs	260
Petroluem consumption in Cabo Verde	r=0.86	19yrs	252
Petroluem consumption in Sudan	r=0.85	19yrs	241
Popularity of the first name Anderson	r=0.85	20yrs	227
Itaú Unibanco Holding's stock price (ITUB)	r=0.83	20yrs	226
US household spending on pets, toys, and hobbies	r=0.82	20yrs	224
Solar power generated in Kuwait	r=0.94	9yrs	218
Total comments on OverSimplified YouTube videos	r=0.88	7yrs	216
Solar power generated in Guinea-Bissau	r=0.93	8yrs	205
GMO use in corn	r=0.81	20yrs	198
GMO use in soybeans	r=0.81	20yrs	198
GMO use in soybeans	r=0.81	20yrs	198
Customer satisfaction with Nordstrom	r=0.83	18yrs	195
Total number of live births in Australia	r=0.82	20yrs	194
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.78	20yrs	194
US production of evaporated and condensed milk	r=0.82	19yrs	193
Popularity of the first name Madilyn	r=0.82	20yrs	192
Hollister retail store count worldwide	r=0.81	20yrs	192
Number of public school students in 12th grade	r=0.79	20yrs	192
Banco Bradesco's stock price (BBD)	r=0.81	20yrs	192
Rogers Communications' stock price (RCI)	r=0.81	20yrs	192
US production of butter	r=0.8	19yrs	190
US milk fat used to produce butter	r=0.8	19yrs	190
Number of public school students in 11th grade	r=0.76	20yrs	188
Customer satisfaction with AT&T	r=0.79	18yrs	169
Customer satisfaction with T-Mobile	r=0.78	17yrs	166
Total employee count at Continental AG	r=0.73	20yrs	162
GMO use in cotton	r=0.78	20yrs	161
Economic output of Washington metro area	r=0.73	19yrs	160
Annual US household spending on pets, toys, and hobbies	r=0.72	20yrs	159
US dairy skim solids used to produce butter	r=0.8	19yrs	158
Annual US household spending on electricity	r=0.71	20yrs	158
Customer satisfaction with Kroger	r=0.71	18yrs	157
U.S. direct investment abroad	r=0.7	19yrs	156
Customer satisfaction with Southwest Airlines	r=0.7	19yrs	156
Customer satisfaction with HP	r=0.7	19yrs	156
Number of Registered Vehicles in the US	r=0.7	19yrs	155
Average temperature in Boston	r=0.68	20yrs	154
Popularity of the first name Julian	r=0.81	20yrs	151
US production of sour cream	r=0.78	19yrs	147
Solar power generated in Mauritania	r=0.9	9yrs	142
Popularity of the first name Lukas	r=0.8	20yrs	140
US milk fat used to produce sour cream	r=0.78	19yrs	137
Canadian Natural Resources' stock price (CNQ)	r=0.73	20yrs	130
Popularity of the first name Liliana	r=0.79	20yrs	128
US dairy skim solids used to produce sour cream	r=0.78	19yrs	126
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.72	20yrs	119
Popularity of the first name Layla	r=0.79	20yrs	118
Geothermal power generated in Iceland	r=0.85	19yrs	109
Popularity of the first name Micah	r=0.78	20yrs	106
Chevron's stock price (CVX)	r=0.7	20yrs	106
Bulk and canned skim evaporated and condensed milk consumption	r=0.73	19yrs	97
Electricity generation in New Zealand	r=0.83	19yrs	96
Popularity of the first name Teagan	r=0.78	20yrs	96
Agnico Eagle Mines' stock price (AEM)	r=0.7	20yrs	96
How 'hip and with it' SciShow Space YouTube video titles are	r=0.83	9yrs	96
Muenster cheese consumption	r=0.73	19yrs	87
How geeky Computerphile YouTube video titles are	r=0.82	10yrs	85
Solar power generated in Belarus	r=0.89	8yrs	84
Popularity of the first name Raegan	r=0.76	20yrs	84
Hispanic cheese consumption	r=0.73	19yrs	77
Total comments on Simone Giertz's YouTube videos	r=0.82	9yrs	74
Italian-type cheese consumption	r=0.72	19yrs	66
Popularity of the first name Damon	r=-0.86	20yrs	56
Butter consumption	r=0.71	19yrs	54
Electricity generation in Barbados	r=0.83	19yrs	46
Popularity of the first name Lynsey	r=-0.87	19yrs	46
Yogurt consumption	r=0.7	19yrs	42
Renewable energy production in Brazil	r=0.83	19yrs	36
Popularity of the first name Katrina	r=-0.84	20yrs	34
US milk fat used to produce whey products (net)	r=0.74	19yrs	31
Nuclear power generation in Hungary	r=0.83	19yrs	26
Popularity of the first name Callie	r=0.76	20yrs	24
US dairy skim solids used to produce evaporated and condensed milk	r=0.75	19yrs	21
Popularity of the first name Kerry	r=-0.85	20yrs	14
Portion of all US dairy skim-solids allocated to the production of butter	r=0.76	19yrs	11
Hydopower energy generated in Brazil	r=0.82	19yrs	4
Popularity of the first name Infant	r=-0.85	19yrs	4
Mozzarella cheese consumption	r=0.69	19yrs	1
Popularity of the first name Brittanie	r=-0.88	17yrs	-6
Average number of milk cows in the United States	r=0.71	20yrs	-10
Popularity of the first name Anne	r=-0.83	20yrs	-18
US production of yogurt, nonfrozen	r=0.72	19yrs	-22
Popularity of the first name Baby	r=-0.82	20yrs	-28
US average dairy skim-solid content of cheese (other than cottage cheese)	r=0.74	19yrs	-32

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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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