Top variables that correlate with The number of security and fire alarm systems installers in California

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Data source: Bureau of Larbor Statistics
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The number of security and fire alarm systems installers in California correlates with...

Variable	Correlation	Years	Sys. Score
The average number of likes on Steve Mould's YouTube videos	r=0.91	14yrs	372
Average views of Steve Mould's YouTube videos	r=0.9	14yrs	341
Popularity of the first name Shiloh	r=0.89	20yrs	338
Annual US household spending on entertainment	r=0.88	20yrs	338
Popularity of the first name Fallon	r=0.88	20yrs	336
Annual US household spending on dairy products	r=0.87	20yrs	336
Annual US household spending on pets, toys, and hobbies	r=0.87	20yrs	336
Fossil fuel use in Somalia	r=0.86	19yrs	336
Popularity of the first name Phoebe	r=0.87	20yrs	335
Annual US household spending on housing	r=0.86	20yrs	335
Annual US household spending on property taxes	r=0.86	20yrs	335
Annual US household spending on medical services	r=0.86	20yrs	335
Inflation in the US	r=0.85	20yrs	334
Annual US household spending on utilities	r=0.85	20yrs	334
Electricity generation in Somalia	r=0.85	19yrs	334
Gasoline pumped in Mongolia	r=0.86	19yrs	332
Average length of 'Be Smart' science YouTube videos	r=0.92	10yrs	320
Popularity of the first name Armani	r=0.87	20yrs	305
T-Mobile Us' stock price (TMUS)	r=0.88	15yrs	303
MercadoLibre's stock price (MELI)	r=0.88	15yrs	302
Verisk Analytics' stock price (VRSK)	r=0.88	13yrs	301
Popularity of the first name Amira	r=0.87	20yrs	295
Solar power generated in Gabon	r=0.92	10yrs	286
Bachelor's degrees awarded in Transportation	r=0.9	10yrs	284
Popularity of the first name Delilah	r=0.85	20yrs	282
Master's degrees awarded in Psychology	r=0.89	10yrs	282
Total views on Steve Mould's YouTube videos	r=0.89	14yrs	280
Google searches for 'whatsapp'	r=0.85	13yrs	278
Popularity of the first name Nico	r=0.85	20yrs	272
Dollar General's stock price (DG)	r=0.88	13yrs	271
Average number of comments on Steve Mould's YouTube videos	r=0.87	14yrs	266
Solar power generated in Eswatini	r=0.9	12yrs	264
Total likes of Steve Mould's YouTube videos	r=0.87	14yrs	256
Solar power generated in Estonia	r=0.87	13yrs	251
Ticket prices at North American movie theaters	r=0.85	20yrs	232
Average number of milk cows in the United States	r=0.85	20yrs	232
Annual comic book sales in North America	r=0.85	19yrs	228
Microsoft's Worldwide Earnings	r=0.85	20yrs	228
Annual US household spending on cereals and bakery products	r=0.84	20yrs	227
Annual US household spending on bakery products	r=0.84	20yrs	227
Annual US household spending on fruits and vegetables	r=0.84	20yrs	227
Google's Advertising Revenue	r=0.83	20yrs	226
Google's annual advertising revenue	r=0.83	20yrs	226
Google's Annual Global Revenue	r=0.82	20yrs	224
Average length of Matt Parker's YouTube videos	r=0.86	12yrs	223
Solar power generated in Moldova	r=0.9	8yrs	206
Sales of LP/Vinyl Albums	r=0.82	20yrs	203
Butter consumption	r=0.8	19yrs	198
Popularity of the 'wojak' meme	r=0.81	17yrs	197
The average number of likes on PBS Space Time YouTube videos	r=0.88	8yrs	197
Customer satisfaction with Nordstrom	r=0.84	18yrs	196
Hispanic cheese consumption	r=0.79	19yrs	196
Yearly Total Gross Income of US Farms	r=0.81	20yrs	194
Number of public school students in 12th grade	r=0.8	20yrs	194
The distance between Neptune and Uranus	r=0.81	20yrs	194
Total Sales at Clothing and Accessories Stores	r=0.79	20yrs	192
The Procter & Gamble Company's stock price (PG)	r=0.83	20yrs	186
T. Rowe Price Group's stock price (TROW)	r=0.83	20yrs	176
Annual US household spending on fresh fruits	r=0.83	20yrs	176
Annual US household spending on fresh vegetables	r=0.83	20yrs	171
Electricity generation in Cayman Islands	r=0.85	19yrs	169
Charter Communications' stock price (CHTR)	r=0.86	13yrs	166
Average milk produced per cow in the US	r=0.8	20yrs	164
Deere & Company's stock price (DE)	r=0.82	20yrs	164
Annual US household spending on food	r=0.82	20yrs	164
Annual US household spending on poultry	r=0.82	20yrs	159
Fossil fuel use in Cayman Islands	r=0.84	19yrs	158
Popularity of the first name Alina	r=0.85	20yrs	157
BlackRock's stock price (BLK)	r=0.82	20yrs	154
Annual US household spending on electricity	r=0.82	20yrs	154
Solar power generated in Albania	r=0.88	12yrs	152
Electricity generation in Russia	r=0.84	19yrs	148
Popularity of the first name Lucia	r=0.85	20yrs	147
Canadian Pacific Railway's stock price (CP)	r=0.82	20yrs	144
Solar power generated in Afghanistan	r=0.86	12yrs	138
Popularity of the first name Ayla	r=0.85	20yrs	137
US Bottled Water Consumption per Person	r=0.8	20yrs	137
Duke Energy's stock price (DUK)	r=0.82	20yrs	134
Popularity of the first name Ari	r=0.85	20yrs	127
Biomass power generated in New Zealand	r=0.83	19yrs	126
Emerson Electric Co.'s stock price (EMR)	r=0.82	20yrs	124
Popularity of the first name Niko	r=0.85	20yrs	117
Liquefied petroleum gas used in Oman	r=0.85	19yrs	116
Popularity of the first name Chaya	r=0.84	20yrs	106
Petroluem consumption in Iran	r=0.84	19yrs	104
Popularity of the first name Miles	r=0.83	20yrs	94
Popularity of the first name Santiago	r=0.83	20yrs	84
McDonald's stock price (MCD)	r=0.81	20yrs	77
Popularity of the first name Amari	r=0.83	20yrs	74
Walmart's stock price (WMT)	r=0.79	20yrs	66
Popularity of the first name Moshe	r=0.83	20yrs	64
Unilever's stock price (UL)	r=0.82	20yrs	54
Popularity of the first name Daphne	r=0.83	20yrs	54
Electricity generation in Costa Rica	r=0.83	19yrs	46
Church & Dwight Co.'s stock price (CHD)	r=0.82	20yrs	44
Popularity of the first name Bo	r=0.83	20yrs	44
Renewable energy production in Bhutan	r=0.82	19yrs	34
Popularity of the first name Mina	r=0.83	20yrs	34
Hydopower energy generated in Bhutan	r=0.82	19yrs	24
Electricity generation in Bahrain	r=0.81	19yrs	13
Fossil fuel use in Bahrain	r=0.81	19yrs	3

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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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