Top variables that correlate with Annual Email Spam Rates

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Data source: Emailtray
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Annual Email Spam Rates correlates with...

Variable	Correlation	Years	Has img?
US production of cream products	r=0.99	6yrs	No
The number of tax examiners and collectors, and revenue agents in Oklahoma	r=0.98	13yrs	No
The number of executive administrative assistants in North Carolina	r=0.98	13yrs	No
The number of executive administrative assistants in Connecticut	r=0.98	13yrs	No
Associates degrees awarded in Management information systems	r=0.96	11yrs	Yes!
Popularity of the first name Ella	r=0.96	22yrs	No
Bachelor's degrees awarded in Liberal arts	r=0.95	10yrs	No
Bachelor's degrees awarded in literature	r=0.95	10yrs	No
Pirate attacks globally	r=0.95	14yrs	No
Master's degrees awarded in literature	r=0.94	10yrs	No
Google searches for 'desktop background'	r=0.94	16yrs	No
Bachelor's degrees awarded in gender studies	r=0.93	10yrs	No
Yearly peak of NYSE composite index	r=0.93	12yrs	No
Popularity of the first name Reese	r=0.92	22yrs	No
Popularity of the first name Landon	r=0.91	22yrs	No
GMO use in corn grown in North Dakota	r=0.91	18yrs	No
Number of registered Yamaha motorcycles in the UK	r=0.9	21yrs	Yes!
Popularity of the first name Lily	r=0.9	22yrs	No
Geothermal power generated in Russia	r=0.88	21yrs	No
Air quality in Elmira, New York	r=0.87	12yrs	Yes!
Popularity of the first name Aiden	r=0.87	22yrs	No
Google searches for 'how to do magic'	r=0.85	19yrs	No
Lebron James' Regular Season Point Total	r=0.7	19yrs	No
The number of university philosophy and religion teachers in Ohio	r=0.69	20yrs	No
The number of motorcycle mechanics in Texas	r=0.63	20yrs	No

Annual Email Spam Rates also correlates with...

Variable	Correlation	Years	Sys. Score
United States music album sales	r=0.91	16yrs	368
Liquefied petroleum gas used in Kosovo	r=0.92	14yrs	366
The number of executive administrative assistants in Texas	r=0.98	13yrs	356
GMO use in corn grown in Texas	r=0.91	18yrs	356
Ticket sales for Los Angeles Angels games	r=0.9	19yrs	352
US dairy skim solids used to produce cream products	r=0.98	6yrs	348
The number of executive administrative assistants in Wyoming	r=0.98	13yrs	346
Average views of Numberphile YouTube videos	r=0.92	12yrs	342
Electricity generation in South Africa	r=0.88	21yrs	340
US music album sales	r=0.89	16yrs	336
Google searches for 'download firefox'	r=0.86	19yrs	336
The number of executive administrative assistants in Arkansas	r=0.97	13yrs	334
Portion of all US dairy skim-solids allocated to the production of cream products	r=0.95	6yrs	326
The number of executive administrative assistants in California	r=0.97	13yrs	324
GMO use in corn grown in Wisconsin	r=0.86	22yrs	323
Air quality in Kingston, New York	r=0.93	12yrs	320
Air quality in Elmira, New York	r=0.92	12yrs	319
Ticket sales for Boston Red Sox games	r=0.87	19yrs	317
The number of executive administrative assistants in Florida	r=0.97	13yrs	314
The divorce rate in Oklahoma	r=0.85	18yrs	313
Master's degrees awarded in Transportation	r=0.95	10yrs	312
Number of articles Matt Levine published on Bloomberg on Fridays	r=0.91	9yrs	312
Electricity generation in Hong Kong	r=0.86	21yrs	308
The number of executive administrative assistants in Indiana	r=0.97	13yrs	304
Bachelor's degrees awarded in linguistics	r=0.94	10yrs	300
Popularity of the first name Lilian	r=0.88	22yrs	298
Fossil fuel use in Hong Kong	r=0.86	21yrs	298
The number of executive administrative assistants in New Mexico	r=0.97	13yrs	294
Popularity of the first name Isabella	r=0.87	22yrs	287
The number of tax examiners and collectors, and revenue agents in Virginia	r=0.97	13yrs	284
Jet fuel used in Trinidad and Tobago	r=0.85	21yrs	283
Total Number of Successful Mount Everest Climbs	r=0.88	11yrs	282
Associates degrees awarded in Accounting	r=0.93	11yrs	278
Votes for Democratic Senators in New Mexico	r=0.92	7yrs	278
The number of executive administrative assistants in Virginia	r=0.97	13yrs	274
Google searches for 'xkcd'	r=0.86	16yrs	272
Average views of SciShow Space YouTube videos	r=0.88	9yrs	268
How fun Deep Look YouTube video titles are	r=0.88	9yrs	268
Popularity of the first name Lillie	r=0.87	22yrs	267
The number of executive administrative assistants in District of Columbia	r=0.96	13yrs	263
Popularity of the first name Keira	r=0.87	22yrs	257
Associates degrees awarded in Business and management	r=0.91	11yrs	255
The number of printing press operators in District of Columbia	r=0.96	13yrs	253
Popularity of the first name Adan	r=0.86	22yrs	246
Gasoline pumped in Kosovo	r=0.9	14yrs	244
The number of executive administrative assistants in Georgia	r=0.96	13yrs	243
Popularity of the first name Lilly	r=0.86	22yrs	236
The number of print binding and finishing workers in Massachusetts	r=0.96	13yrs	233
Master's degrees awarded in Social sciences and history	r=0.92	10yrs	227
Popularity of the first name Rylie	r=0.85	22yrs	224
The number of executive administrative assistants in Michigan	r=0.96	13yrs	223
Master's degrees awarded in Liberal arts	r=0.91	10yrs	216
The number of executive administrative assistants in Minnesota	r=0.96	13yrs	213
Air pollution in Durango, Colorado	r=0.8	22yrs	206
Associates degrees awarded in Business operations	r=0.91	11yrs	205
The number of executive administrative assistants in Montana	r=0.96	13yrs	203
Associates degrees awarded in Engineering technologies	r=0.91	11yrs	195
The number of executive administrative assistants in Pennsylvania	r=0.96	13yrs	193
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.82	21yrs	192
GMO use in corn	r=0.84	22yrs	185
GMO use in corn grown in Michigan	r=0.82	22yrs	172
Hydopower energy generated in French Polynesia	r=0.84	21yrs	160
Google searches for 'life insurance quotes'	r=0.83	19yrs	156
Associates degrees awarded in Legal professions and studies	r=0.9	11yrs	154
Jet fuel used in Equatorial Guinea	r=0.84	21yrs	146
Bachelor's degrees awarded in Philosophy	r=0.88	10yrs	141
Jet fuel used in Egypt	r=0.81	21yrs	132
Bachelor's degrees awarded in Social sciences and history	r=0.88	10yrs	131
Master's degrees awarded in gender studies	r=0.88	10yrs	121
Master's degrees awarded in linguistics	r=0.88	10yrs	111
Popularity of the first name Rylee	r=0.84	22yrs	108
Associates degrees awarded in Business management	r=0.88	11yrs	100
Popularity of the first name Jayden	r=0.84	22yrs	98
Associates degrees awarded in Visual and performing arts	r=0.88	11yrs	90
Popularity of the first name Jamari	r=0.84	22yrs	88
Popularity of the first name Lillian	r=0.83	22yrs	76
Popularity of the first name Alivia	r=0.83	22yrs	66
Popularity of the first name Brayden	r=0.82	22yrs	54
Popularity of the first name Libby	r=0.82	22yrs	44
Popularity of the first name Addison	r=0.81	22yrs	33

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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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