Top variables that correlate with The number of vending machine repairers in Pennsylvania

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Data source: Bureau of Larbor Statistics
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The number of vending machine repairers in Pennsylvania correlates with...

Variable	Correlation	Years	Has img?
Master's degrees awarded in Transportation	r=0.95	10yrs	No
Fossil fuel use in Luxembourg	r=0.93	19yrs	No
Electricity generation in Ukraine	r=0.92	19yrs	No
Bachelor's degrees awarded in Philosophy	r=0.91	10yrs	No
Hydopower energy generated in Syria	r=0.9	19yrs	No
Liquefied petroleum gas used in Belarus	r=0.9	19yrs	No
US production of fluid beverage milk	r=0.89	19yrs	No
United States' Fruit Juice Export Volume	r=0.88	13yrs	No
Cigarette Smoking Rate for US adults	r=0.87	19yrs	No
Popularity of the first name Jazzmine	r=0.86	19yrs	No
Milk consumption	r=0.86	19yrs	No
Ticket sales for Philadelphia Phillies games	r=0.79	17yrs	No
US average milk-fat content of frozen dairy products	r=0.71	19yrs	No
US Tree Nut Consumption per Person	r=-0.84	19yrs	No
Gender pay gap in the U.S.	r=-0.91	19yrs	No
How professional-sounding Casually Explained YouTube video titles are	r=-0.99	8yrs	No

The number of vending machine repairers in Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Burundi	r=0.91	19yrs	340
Associates degrees awarded in Business and management	r=0.94	11yrs	340
Bachelor's degrees awarded in gender studies	r=0.94	10yrs	340
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.9	19yrs	338
Master's degrees awarded in Social sciences and history	r=0.94	10yrs	310
Nuclear power generation in Taiwan	r=0.89	19yrs	300
Bachelor's degrees awarded in Social sciences and history	r=0.93	10yrs	298
Associates degrees awarded in Accounting	r=0.92	11yrs	286
Associates degrees awarded in Management information systems	r=0.92	11yrs	276
Kerosene used in Djibouti	r=0.88	19yrs	276
Associates degrees awarded in Engineering technologies	r=0.92	11yrs	266
Kerosene used in Eswatini	r=0.87	19yrs	264
Kerosene used in Kazakhstan	r=0.87	19yrs	254
Petroluem consumption in Belarus	r=0.86	19yrs	242
Master's degrees awarded in literature	r=0.92	10yrs	237
Jet fuel used in Belarus	r=0.86	19yrs	232
Bachelor's degrees awarded in literature	r=0.91	10yrs	226
Kerosene used in India	r=0.85	19yrs	221
Gasoline pumped in Ukraine	r=0.85	19yrs	211
Master's degrees awarded in Library science	r=0.91	10yrs	206
Brick cheese consumption	r=0.85	19yrs	205
Associates degrees awarded in Business management	r=0.91	11yrs	195
US birth rates of triplets or more	r=0.78	19yrs	194
Asthma attacks in American children	r=0.81	17yrs	194
Popularity of the first name Micayla	r=0.8	19yrs	188
Customer satisfaction with Whirlpool	r=0.78	19yrs	188
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.83	19yrs	182
Customer satisfaction with Delta Airlines	r=-0.88	19yrs	170
Customer satisfaction with American Airlines	r=-0.88	19yrs	170
Revenue of US Broadcasting Industry	r=-0.9	17yrs	168
Asthma prevalence in American children	r=0.77	17yrs	168
Median US Household Income	r=-0.86	19yrs	166
Asthma prevalence in American children	r=0.76	17yrs	166
US Annual Tax Revenue	r=-0.85	19yrs	165
Asthma prevalence in American children	r=0.75	17yrs	165
Asthma attacks in American children	r=0.75	17yrs	165
Number of Registered Vehicles in the US	r=-0.84	19yrs	164
Asthma attacks in American children	r=0.74	17yrs	164
Viewership count for Days of Our Lives	r=0.72	19yrs	162
Popularity of the first name Essence	r=0.75	20yrs	162
US household spending on gasoline	r=0.73	20yrs	160
Customer satisfaction with FedEx	r=0.71	19yrs	158
How provocative OverSimplified YouTube video titles are	r=0.84	7yrs	155
US household spending on prescription drugs	r=0.69	20yrs	154
Associates degrees awarded in Legal professions and studies	r=0.89	11yrs	152
How insightful CGP Grey YouTube video titles are	r=0.78	12yrs	151
Customer satisfaction with FOXNews.com	r=0.8	12yrs	150
Asthma attacks in American children	r=0.72	17yrs	146
Bachelor's degrees awarded in Education	r=0.89	10yrs	142
Master's degrees awarded in Liberal arts	r=0.89	10yrs	132
Popularity of the first name Nayeli	r=0.74	20yrs	130
American cheese consumption	r=-0.89	19yrs	126
Bachelor's degrees awarded in Liberal arts	r=0.88	10yrs	121
How professional-sounding CGP Grey YouTube video titles are	r=0.77	12yrs	120
Popularity of the first name Amani	r=0.73	20yrs	119
Milk-fat consumption	r=-0.89	19yrs	116
Master's degrees awarded in Education	r=0.88	10yrs	111
Popularity of the first name Dania	r=0.73	20yrs	109
American-type cheese consumption	r=-0.89	19yrs	106
U.S. intercountry adoptions	r=0.71	19yrs	106
Associates degrees awarded in Business operations	r=0.88	11yrs	100
Fossil fuel use in Lithuania	r=0.85	19yrs	99
Popularity of the first name Noemi	r=0.72	20yrs	98
Cream and Neufchatel cheese consumption	r=-0.84	19yrs	92
Associates degrees awarded in Visual and performing arts	r=0.88	11yrs	90
Fossil fuel use in North Macedonia	r=0.85	19yrs	89
Popularity of the first name Felisha	r=0.73	17yrs	86
Electricity generation in Djibouti	r=0.84	19yrs	78
Natural cheese consumption	r=-0.87	19yrs	77
Popularity of the first name Maranda	r=0.7	19yrs	74
Fossil fuel use in Djibouti	r=0.84	19yrs	68
Cottage cheese consumption	r=0.72	19yrs	66
Popularity of the first name Isis	r=0.7	20yrs	64
US milk fat used to produce dry milk products	r=-0.86	19yrs	56
Jet fuel used in French Polynesia	r=0.84	19yrs	54
Popularity of the first name Denisha	r=0.7	19yrs	54
Petroluem consumption in Yemen	r=0.84	19yrs	44
US milk fat used to produce cheese (excluding cottage cheese)	r=-0.83	19yrs	43
Portion of all US dairy skim-solids allocated to the production of dry milk products (net)	r=-0.86	19yrs	33
Sherbet consumption	r=0.7	19yrs	22
US average milk-fat content of cheese (other than cottage cheese)	r=-0.84	19yrs	11
Renewable energy production in Comoros	r=0.84	17yrs	6
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.75	19yrs	0
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.71	19yrs	-16
US average milk-fat content of cottage cheese	r=0.71	19yrs	-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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