Top variables that correlate with Customer satisfaction with LinkedIn

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Data source: American Customer Satisfaction Index
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Customer satisfaction with LinkedIn correlates with...

Variable	Correlation	Years	Sys. Score
The number of building inspectors in Delaware	r=0.96	10yrs	350
The number of agricultural sciences teachers in Michigan	r=0.96	10yrs	350
The number of urban planners in New Jersey	r=0.93	10yrs	316
GMO use in cotton in Texas	r=0.9	10yrs	314
GMO use in cotton	r=0.88	10yrs	301
The number of event planners in Connecticut	r=0.93	10yrs	286
Renewable energy production in Bahrain	r=0.89	10yrs	281
Solar power generated in Bahrain	r=0.89	10yrs	281
Renewable energy production in Vanuatu	r=0.89	10yrs	281
Popularity of the first name Montana	r=0.87	10yrs	280
Popularity of the first name Alina	r=0.87	10yrs	280
Popularity of the first name Levi	r=0.85	10yrs	277
The number of event planners in Kentucky	r=0.93	10yrs	276
Air quality in Fresno, California	r=0.86	10yrs	263
Air quality in Deming, New Mexico	r=0.85	10yrs	262
Cheniere Energy's stock price (LNG)	r=0.89	10yrs	260
Popularity of the first name Liza	r=0.85	10yrs	247
The number of social workers in Nebraska	r=0.93	10yrs	246
Total length of 'Be Smart' science YouTube videos	r=0.87	9yrs	246
Automotive recalls issued by Ford Motor Company	r=0.86	10yrs	244
Rain in Houston	r=0.86	6yrs	238
The number of transportation, storage, and distribution managers in Iowa	r=0.92	10yrs	234
Biomass power generated in Azerbaijan	r=0.87	9yrs	232
The number of lawyers in Maine	r=0.91	10yrs	224
Petroluem consumption in Algeria	r=0.86	10yrs	218
The number of construction laborers in New Mexico	r=0.9	10yrs	181
GMO use in soybeans	r=0.83	10yrs	176
Associates degrees awarded in Parks & Recreation	r=0.83	10yrs	172
The number of maintenance and repair workers in Texas	r=0.9	10yrs	171
How insightful Numberphile YouTube video titles are	r=0.79	10yrs	170
The number of movies Marlon Brando appeared in	r=0.78	10yrs	170
Average views of Mark Rober YouTube videos	r=0.78	10yrs	169
US Rice Consumption	r=0.81	10yrs	168
Annual US household spending on utilities	r=0.81	10yrs	168
Master's degrees awarded in Public administration	r=0.78	10yrs	166
Mozzarella cheese consumption	r=0.73	10yrs	163
Associates degrees awarded in gender studies	r=0.77	10yrs	163
Portion of all US dairy skim-solids allocated to the production of dry milk products (net)	r=0.79	10yrs	162
Processed cheese consumption	r=0.72	10yrs	162
Number of highschoolers in the US	r=0.75	10yrs	162
Annual US household spending on electricity	r=0.77	10yrs	162
Annual US household spending on transportation	r=0.77	10yrs	162
Annual US household spending on healthcare	r=0.77	10yrs	162
Annual US household spending on health insurance	r=0.77	10yrs	162
The number of library assistants in Arizona	r=0.89	10yrs	160
Global Rice Consumption	r=0.76	10yrs	160
Annual US household spending on vehicle purchaes	r=0.76	10yrs	160
Annual US household spending on used cars	r=0.76	10yrs	160
Annual US household spending on medical supplies	r=0.76	10yrs	160
The number of Breweries in the United States	r=0.7	10yrs	158
Number of public school students in 9th grade	r=0.73	10yrs	158
Number of public school students in 10th grade	r=0.73	10yrs	158
Annual US household spending on rented dwellings	r=0.75	10yrs	158
Annual US household spending on natural gas	r=0.74	10yrs	157
US Bottled Water Consumption per Person	r=0.69	10yrs	156
The distance between Neptune and Uranus	r=0.72	10yrs	156
The number of cement masons and concrete finishers in Kansas	r=0.89	10yrs	150
GMO use in soybeans	r=0.83	10yrs	146
The number of special education teachers in District of Columbia	r=0.89	10yrs	140
How clickbait-y LockPickingLawyer YouTube video titles are	r=0.79	7yrs	138
Master's degrees awarded in journalism	r=0.76	10yrs	133
Popularity of the first name Robin	r=0.85	10yrs	132
GMO use in cotton	r=0.8	10yrs	129
The number of groundskeepers in Indiana	r=0.88	10yrs	128
American cheese consumption	r=0.68	10yrs	126
Popularity of the first name Melody	r=0.85	10yrs	122
How insightful MrBeast's YouTube video titles are	r=0.73	10yrs	122
Bachelor's degrees awarded in Agriculture	r=0.74	10yrs	120
The number of dental assistants in Iowa	r=0.88	10yrs	118
GMO use in corn	r=0.76	10yrs	116
American-type cheese consumption	r=0.68	10yrs	116
Popularity of the first name Noelle	r=0.85	10yrs	112
Master's degrees awarded in law enforcement and firefighting	r=0.74	10yrs	110
The number of groundskeepers in New Hampshire	r=0.88	10yrs	108
How 'hip and with it' The Game Theorists YouTube video titles are	r=0.71	10yrs	108
Popularity of the first name Kali	r=0.84	10yrs	100
The number of civil engineers in South Dakota	r=0.88	10yrs	98
Associates degrees awarded in Business administration	r=0.74	10yrs	98
How 'hip and with it' Numberphile YouTube video titles are	r=0.7	10yrs	97
The number of labor relations specialists in Montana	r=0.88	10yrs	88
Popularity of the first name Genevieve	r=0.82	10yrs	88
Bachelor's degrees awarded in Health professions	r=0.73	10yrs	88
Popularity of the first name August	r=0.82	10yrs	78
Bachelor's degrees awarded in biomedical sciences	r=0.72	10yrs	77
The number of crane operators in Florida	r=0.87	10yrs	76
Popularity of the first name Rocky	r=0.82	10yrs	68
The number of college sociology teachers in Virginia	r=0.87	10yrs	66
Associates degrees awarded in Biological sciences	r=0.72	10yrs	66
Popularity of the first name Louis	r=0.81	10yrs	56
Associates degrees awarded in Psychology	r=0.72	10yrs	56
Popularity of the first name Callie	r=0.81	10yrs	46
Master's degrees awarded in Agriculture and natural resources	r=0.71	10yrs	46
Popularity of the first name Violet	r=0.81	10yrs	36
Master's degrees awarded in Biological and biomedical sciences	r=0.71	10yrs	36
Master's degrees awarded in Health professions and related programs	r=0.71	10yrs	26
Popularity of the first name Naomi	r=0.8	10yrs	24
Popularity of the first name Russell	r=0.8	10yrs	14
Popularity of the first name Cecilia	r=0.8	10yrs	4
Popularity of the first name Franklin	r=0.8	10yrs	-6
Popularity of the first name Ellie	r=0.8	10yrs	-16
Popularity of the first name Bo	r=0.8	10yrs	-26

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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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