Top variables that correlate with Customer satisfaction with Customer Shipping

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

Variable	Correlation	Years	Sys. Score
The number of tax examiners and collectors, and revenue agents in Georgia	r=0.96	12yrs	382
The number of cardiovascular technicians in Kentucky	r=0.9	18yrs	349
The number of career/technical education teachers, secondary school in North Carolina	r=0.93	12yrs	348
Master's degrees awarded in gender studies	r=0.91	10yrs	336
Master's degrees awarded in linguistics	r=0.9	10yrs	334
How good LockPickingLawyer YouTube video titles are	r=0.94	7yrs	325
How cool LockPickingLawyer YouTube video titles are	r=0.93	7yrs	324
How insightful LockPickingLawyer YouTube video titles are	r=0.91	7yrs	320
Associates degrees awarded in Business operations	r=0.87	11yrs	299
The number of college sociology teachers in Ohio	r=0.89	19yrs	288
Number of articles Matt Levine published on Bloomberg on Fridays	r=0.87	8yrs	280
The number of tax examiners and collectors, and revenue agents in New Jersey	r=0.93	12yrs	278
The number of tax examiners and collectors, and revenue agents in New York	r=0.93	12yrs	268
Associates degrees awarded in Accounting	r=0.86	11yrs	268
The number of social workers in Iowa	r=0.88	19yrs	257
Associates degrees awarded in Engineering technologies	r=0.85	11yrs	256
How geeky LockPickingLawyer YouTube video titles are	r=0.86	7yrs	253
The number of college computer science teachers in Ohio	r=0.88	19yrs	247
US average dairy skim-solid content of cottage cheese	r=0.84	22yrs	246
The distance between Saturn and Jupiter	r=0.76	28yrs	244
Popularity of the first name Lamar	r=0.78	28yrs	244
Average length of LockPickingLawyer YouTube videos	r=0.91	7yrs	240
The number of library assistants in Florida	r=0.87	19yrs	236
Bachelor's degrees awarded in linguistics	r=0.86	10yrs	233
The number of university foreign language and literature teachers in Kentucky	r=0.87	19yrs	226
Master's degrees awarded in Architecture	r=0.86	10yrs	223
The number of procurement clerks in Minnesota	r=0.87	19yrs	216
Bachelor's degrees awarded in Theology and religious vocations	r=0.85	10yrs	212
Number of public school students in 1st grade	r=0.73	28yrs	212
US household spending on gasoline	r=0.79	22yrs	212
Robberies in Maine	r=0.75	28yrs	209
The number of postsecondary art, drama, and music teachers in South Carolina	r=0.87	19yrs	206
Popularity of the first name Broderick	r=0.71	28yrs	204
Popularity of the first name Janelle	r=0.7	28yrs	202
The number of secretaries in Mississippi	r=0.91	12yrs	196
GMO use in corn grown in Nebraska	r=0.75	22yrs	192
Air quality in Rockford, Illinois	r=0.73	28yrs	192
GMO use in corn grown in Missouri	r=0.74	22yrs	190
US average dairy skim-solid content of fluid beverage milk	r=-0.87	22yrs	187
The number of college mathematical science teachers in Indiana	r=0.86	19yrs	184
Annual US household spending on vehicle purchaes	r=-0.8	22yrs	183
Liquefied petroleum gas used in Venezuela	r=0.7	28yrs	182
US average dairy skim-solid content of cottage cheese	r=-0.81	22yrs	181
US household spending on electricity	r=0.72	22yrs	181
Load Factor of US Carrier Flights	r=0.73	20yrs	180
US household spending on utilities	r=0.68	22yrs	175
The number of first-line retail sales supervisors in Indiana	r=0.91	12yrs	174
Passing attempts by Drew Brees per NFL season	r=0.68	20yrs	173
Google searches for 'xkcd'	r=0.83	15yrs	172
Devon Energy's stock price (DVN)	r=0.8	20yrs	171
United States' Fruit Juice Export Volume	r=0.84	13yrs	170
Solar power generated in Israel	r=-0.95	13yrs	170
Wind power generated in Kazakhstan	r=-0.91	16yrs	170
Google searches for 'how to make charts'	r=0.81	15yrs	169
Popularity of the first name Bree	r=0.67	28yrs	168
Google searches for 'adopt a cat'	r=-0.88	18yrs	168
Burglaries in Arkansas	r=0.68	28yrs	168
Yearly peak of NYSE composite index	r=0.84	13yrs	167
Google's Net Income	r=-0.87	18yrs	166
The number of secretaries in North Carolina	r=0.9	12yrs	164
The number of tax examiners and collectors, and revenue agents in Kentucky	r=0.9	12yrs	153
The number of first-line retail sales supervisors in Minnesota	r=0.9	12yrs	143
Popularity of the first name Marcella	r=-0.74	28yrs	142
Google searches for 'how to do magic'	r=0.78	18yrs	138
Renewable energy production in Barbados	r=-0.93	12yrs	138
The number of college mathematical science teachers in Kentucky	r=0.85	19yrs	132
Average views of Numberphile YouTube videos	r=0.83	11yrs	128
Solar power generated in Barbados	r=-0.93	12yrs	128
Google searches for 'sushi near me'	r=-0.85	18yrs	126
Popularity of the first name Kendall	r=0.65	28yrs	125
The number of database administrators in Missouri	r=0.85	18yrs	122
Wind power generated in Dominican Republic	r=-0.92	13yrs	118
How insightful Technology Connections YouTube video titles are	r=0.85	7yrs	116
Google searches for 'takeout near me'	r=-0.87	17yrs	116
Popularity of the first name Lea	r=0.64	28yrs	114
Solar power generated in Malaysia	r=-0.9	15yrs	108
Popularity of the first name Colten	r=0.63	28yrs	102
How geeky SciShow Space YouTube video titles are	r=0.8	8yrs	100
Solar power generated in Maldives	r=-0.89	17yrs	98
Bachelor's degrees awarded in Liberal arts	r=0.84	10yrs	95
Popularity of the first name Vincent	r=0.62	28yrs	90
Solar power generated in New Zealand	r=-0.9	15yrs	88
Associates degrees awarded in Fire control and safety	r=0.84	11yrs	84
Popularity of the first name Anabel	r=0.62	28yrs	80
Solar power generated in Seychelles	r=-0.98	8yrs	78
Bachelor's degrees awarded in literature	r=0.83	10yrs	74
Popularity of the first name Heidi	r=0.6	28yrs	68
Solar power generated in Tunisia	r=-0.94	12yrs	68
Master's degrees awarded in literature	r=0.83	10yrs	64
Popularity of the first name Karlee	r=0.6	28yrs	58
Master's degrees awarded in Liberal arts	r=0.83	10yrs	54
Popularity of the first name Britton	r=0.6	28yrs	48
Associates degrees awarded in Management information systems	r=0.83	11yrs	43
Popularity of the first name Tristyn	r=0.6	28yrs	38
Associates degrees awarded in health assistance	r=0.83	11yrs	33
Popularity of the first name Kaelyn	r=0.59	28yrs	26
Associates degrees awarded in Legal professions and studies	r=0.83	11yrs	23
Culinary Associates degrees awarded	r=0.82	11yrs	12
Master's degrees awarded in Visual and performing arts	r=0.82	10yrs	2
Associates degrees awarded in Business	r=0.81	11yrs	-10
Associates degrees awarded in Visual and performing arts	r=0.78	11yrs	-24

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<< Back to discover a correlation

^{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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