Top variables that correlate with Annual Changes in U.S. PPI for Commodities

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Data source: Statista
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Annual Changes in U.S. PPI for Commodities correlates with...

Variable	Correlation	Years	Has img?
Annual U.S. inflation rate	r=0.79	33yrs	No

Annual Changes in U.S. PPI for Commodities also correlates with...

Variable	Correlation	Years	Sys. Score
The number of midwives in North Carolina	r=0.91	11yrs	314
The number of movies Zendaya appeared in	r=0.87	12yrs	286
The number of wind turbine service technicians in Texas	r=0.9	11yrs	262
The number of first-line supervisors of police and detectives in Ohio	r=0.87	13yrs	260
Votes for the Democratic Presidential candidate in Missouri	r=0.88	8yrs	244
The number of credit counselors in Virginia	r=0.87	13yrs	230
The number of MRI technicians in District of Columbia	r=0.87	11yrs	218
The number of computer network architects in North Carolina	r=0.87	11yrs	208
The number of midwives in Tennessee	r=0.86	11yrs	196
The number of preschool special education teachers in Minnesota	r=0.85	11yrs	184
Number of times 18 was a winning Mega Millions number	r=0.69	21yrs	158
Solar power generated in Gabon	r=0.85	10yrs	155
Tesla's stock price (TSLA)	r=0.79	12yrs	152
Sony Group's stock price (SONY)	r=0.67	21yrs	152
Automotive recalls for issues with Steering	r=0.58	33yrs	151
Average length of Vihart's YouTube videos	r=0.74	14yrs	147
The average number of likes on PBS Space Time YouTube videos	r=0.77	8yrs	146
How nerdy PBS Space Time YouTube video titles are	r=0.77	8yrs	146
Total value of all $50 bills printed	r=0.76	12yrs	146
Popularity of the first name Dario	r=0.55	33yrs	145
Solar power generated in Moldova	r=0.78	8yrs	142
GDP per capita in Canada	r=0.74	14yrs	141
Air pollution in Albuquerque	r=0.6	33yrs	140
Number of Atlantic Hurricanes each year	r=0.68	16yrs	137
Bachelor's degrees awarded in Transportation	r=0.71	10yrs	136
Newmont's stock price (NEM)	r=0.66	21yrs	136
Renewable energy production in Brunei	r=0.72	10yrs	136
Master's degrees awarded in Psychology	r=0.69	10yrs	132
Powerball lottery numbers	r=0.65	13yrs	130
The number of movies Ralph Fiennes appeared in	r=0.49	33yrs	130
Google searches for 'who is prince william'	r=0.61	15yrs	126
Google searches for 'elon musk'	r=0.62	13yrs	124
Searches for 'never gonna give you up'	r=0.55	17yrs	123
NCAA Women's Softball Championship (Div I) Final Score Difference Between Winners and Runner-Up	r=0.49	33yrs	122
Popularity of the first name Walker	r=0.5	33yrs	122
Popularity of the first name Xiomara	r=0.5	33yrs	122
Total private high school enrollment in the United States	r=0.48	33yrs	121
Google searches for 'who is elon musk'	r=0.55	18yrs	118
Popularity of the 'wojak' meme	r=0.52	17yrs	118
Number of liposuctions performed on women	r=0.5	26yrs	117
Annual US household spending on fresh milk and cream	r=0.51	23yrs	116
Annual US household spending on prescription drugs	r=0.51	23yrs	116
xkcd comics published about engineering	r=0.52	16yrs	116
xkcd comics published about maps	r=0.52	15yrs	115
Votes for the Democratic Presidential candidate in South Dakota	r=0.72	8yrs	115
Patents granted to Honda	r=0.58	12yrs	115
The average number of likes on MrBeast's YouTube videos	r=0.74	11yrs	114
Votes for the Democratic Presidential candidate in Iowa	r=0.71	8yrs	114
The number of movies Emma Watson appeared in	r=0.46	22yrs	114
Number of edits to the Wikipedia article for Charles III	r=0.48	21yrs	114
Solar power generated in Brunei	r=0.72	10yrs	106
Morgan Stanley's stock price (MS)	r=0.64	21yrs	103
Average length of 'Be Smart' science YouTube videos	r=0.73	10yrs	102
Solar power generated in Mozambique	r=0.71	10yrs	94
Marvell Technology's stock price (MRVL)	r=0.64	21yrs	93
Average length of Technology Connections YouTube videos	r=0.74	8yrs	91
The number of highway maintenance workers in Mississippi	r=0.78	20yrs	88
Advanced Micro Devices' stock price (AMD)	r=0.63	21yrs	82
Average views of MrBeast's YouTube videos	r=0.72	11yrs	81
The number of manicurists and pedicurists in Nevada	r=0.78	20yrs	78
Solar power generated in Bosnia and Herzegovina	r=0.67	9yrs	77
Average views of Steve Mould's YouTube videos	r=0.69	14yrs	70
MercadoLibre's stock price (MELI)	r=0.66	15yrs	68
Liquefied petroleum gas used in Ireland	r=0.48	33yrs	60
Total length of Deep Look YouTube videos	r=0.71	9yrs	58
NVIDIA's stock price (NVDA)	r=0.56	21yrs	54
The number of school teachers in North Carolina	r=0.85	13yrs	53
How good LEMMiNO YouTube video titles are	r=0.69	11yrs	46
Solar power generated in Estonia	r=0.56	13yrs	45
Motorola Solutions' stock price (MSI)	r=0.58	21yrs	44
The number of skincare specialists in Idaho	r=0.83	13yrs	38
How provocative MrBeast's YouTube video titles are	r=0.69	11yrs	36
MSCI Inc.'s stock price (MSCI)	r=0.62	15yrs	34
The number of first-line supervisors of police and detectives in New Mexico	r=0.82	13yrs	27
The average number of likes on Steve Mould's YouTube videos	r=0.66	14yrs	25
ST Microelectronics' stock price (STM)	r=0.58	21yrs	24
The number of school teachers in North Dakota	r=0.81	13yrs	17
Average length of SciShow Space YouTube videos	r=0.69	9yrs	14
Lululemon's stock price (LULU)	r=0.57	15yrs	12
The number of print binding and finishing workers in Tennessee	r=0.82	13yrs	7
How geeky 'Be Smart' science YouTube video titles are	r=0.68	10yrs	4
T-Mobile Us' stock price (TMUS)	r=0.59	15yrs	0
The number of tax examiners and collectors, and revenue agents in Vermont	r=0.81	13yrs	-4
Total views on Steve Mould's YouTube videos	r=0.64	14yrs	-8
Infosys' stock price (INFY)	r=0.55	21yrs	-10
The number of food service managers in New Jersey	r=0.75	20yrs	-16
How clickbait-y MinuteEarth YouTube video titles are	r=0.67	10yrs	-18
Cadence Design Systems' stock price (CDNS)	r=0.56	21yrs	-20
The number of aircraft mechanics in Tennessee	r=0.75	20yrs	-26
Average length of Computerphile YouTube videos	r=0.67	10yrs	-28
Fortinet's stock price (FTNT)	r=0.61	13yrs	-30
The number of career/technical education teachers, secondary school in New York	r=0.8	13yrs	-36
Average length of Extra History YouTube videos	r=0.65	11yrs	-40
Prologis' stock price (PLD)	r=0.54	21yrs	-42
The number of cartographers in New York	r=0.73	20yrs	-48
Average length of LEMMiNO YouTube videos	r=0.64	11yrs	-51
Synopsys' stock price (SNPS)	r=0.54	21yrs	-52
Monolithic Power Systems' stock price (MPWR)	r=0.56	18yrs	-62
How clickbait-y MrBeast's YouTube video titles are	r=0.62	11yrs	-64
American Water Works Company's stock price (AWK)	r=0.58	14yrs	-73

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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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