Top variables that correlate with Air quality in Miami

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Data source: Environmental Protection Agency
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Air quality in Miami correlates with...

Variable	Correlation	Years	Sys. Score
Jet fuel used in Germany, West	r=0.97	11yrs	401
Liquefied petroleum gas used in Former Czechoslovakia	r=0.93	13yrs	367
Number of Public Library Members in the UK	r=0.85	12yrs	277
Geothermal power generated in United States	r=0.84	42yrs	250
Global count of operating nuclear power plants	r=0.78	43yrs	241
Popularity of the first name Kaycee	r=0.83	43yrs	227
The number of industrial machinery mechanics in Florida	r=0.83	20yrs	226
Popularity of the first name Storm	r=0.78	43yrs	220
Popularity of the first name Malcolm	r=0.77	43yrs	218
Nuclear power generation in Spain	r=0.78	42yrs	212
Google searches for 'i have the flu'	r=0.79	20yrs	211
Customer satisfaction with Motorola	r=0.8	18yrs	210
Nuclear power generation in Hungary	r=0.78	40yrs	200
The number of dietitians and nutritionists in Florida	r=0.81	20yrs	192
NASA's budget appropriation	r=0.6	44yrs	191
The number of veterinary technologists and technicians in Florida	r=0.8	20yrs	191
Average number of milk cows in the United States	r=-0.63	43yrs	190
Hydopower energy generated in Burundi	r=0.76	42yrs	188
Customer satisfaction with Verizon	r=0.78	18yrs	188
Average temperature in Jacksonville	r=0.66	36yrs	188
Popularity of the first name Kodi	r=0.75	43yrs	185
Customer satisfaction with AT&T	r=0.76	18yrs	184
Verizon Communications' stock price (VZ)	r=0.71	22yrs	180
Average temperature in Miami	r=0.56	44yrs	180
Nuclear power generation in Canada	r=0.76	42yrs	178
Chunghwa Telecom Co.'s stock price (CHT)	r=0.71	20yrs	178
The Bank of Nova Scotia's stock price (BNS)	r=0.7	21yrs	177
Popularity of the first name Desmond	r=0.74	43yrs	174
Boston Celtics' annual draft pick count	r=-0.69	43yrs	173
Average milk produced per cow in the US	r=0.5	43yrs	172
Customer satisfaction with Nordstrom	r=0.61	27yrs	171
Electricity generation in Saint Pierre and Miquelon	r=0.76	42yrs	168
Cost to send a letter via the USPS	r=0.74	17yrs	165
US household spending on fresh vegetables	r=0.74	23yrs	165
Global Net Sales for Walmart	r=0.77	17yrs	164
Popularity of the first name Zachariah	r=0.73	43yrs	162
Global annual electricity generation	r=0.75	18yrs	162
US household spending on fresh fruits	r=0.72	23yrs	162
Total length of SciShow Space YouTube videos	r=0.73	10yrs	162
Google searches for 'velociraptor'	r=0.72	20yrs	160
The distance between Uranus and the Sun	r=0.56	44yrs	160
The distance between Uranus and Earth	r=0.56	44yrs	160
The distance between Uranus and the moon	r=0.56	44yrs	160
Annual Revenue of the Lego Group	r=0.72	20yrs	159
Google searches for 'headache remedies'	r=0.71	20yrs	159
Fossil fuel use in Saint Pierre and Miquelon	r=0.76	42yrs	158
The number of industrial engineers in Florida	r=0.78	20yrs	158
US production of butter	r=0.68	22yrs	155
US Wind Power Generation Capacity	r=0.67	23yrs	154
Yearly Total Gross Income of US Farms	r=0.65	23yrs	153
Popularity of the first name Francesca	r=0.72	43yrs	150
The number of clergy in Florida	r=0.78	20yrs	148
Fossil fuel use in Somalia	r=0.74	42yrs	146
Rogers Communications' stock price (RCI)	r=0.66	22yrs	142
Popularity of the first name Emerald	r=0.72	43yrs	140
Liquefied petroleum gas used in France	r=0.76	43yrs	136
The number of occupational therapists in Florida	r=0.77	20yrs	136
Popularity of the first name Houston	r=0.71	43yrs	129
Google searches for 'scooby doo where are you'	r=0.7	20yrs	128
Gasoline pumped in French Polynesia	r=0.76	42yrs	126
The number of physical therapists in Florida	r=0.77	20yrs	126
US production of dry milk products (net)	r=0.68	22yrs	125
VMware's stock price (VMW)	r=0.77	13yrs	124
Popularity of the first name Ivana	r=0.71	43yrs	119
Google searches for 'how to make baby'	r=0.7	20yrs	118
Liquefied petroleum gas used in Portugal	r=0.75	43yrs	115
US milk fat used to produce butter	r=0.68	22yrs	115
Popularity of the first name Hakeem	r=0.7	43yrs	108
Liquefied petroleum gas used in Sweden	r=0.75	43yrs	105
US dairy skim solids used to produce butter	r=0.68	22yrs	104
Google searches for 'how to hide a body'	r=0.62	20yrs	104
Fomento Econ's stock price (FMX)	r=0.64	22yrs	104
Popularity of the first name Dimitri	r=0.7	43yrs	98
The number of telemarketers in Florida	r=-0.85	20yrs	98
Nuclear power generation in Argentina	r=0.73	42yrs	94
US dairy skim solids used to produce dry milk products	r=0.68	22yrs	94
Popularity of the first name Ariel	r=0.69	43yrs	86
The number of restaurant cooks in Florida	r=0.76	20yrs	85
Renewable energy production in Burundi	r=0.73	42yrs	84
Liquefied petroleum gas used in Italy	r=0.74	43yrs	74
Popularity of the first name Marcel	r=0.68	43yrs	74
The number of property association managers in Florida	r=0.74	20yrs	72
Popularity of the first name Kali	r=0.67	43yrs	63
Electricity generation in Somalia	r=0.72	42yrs	62
The number of nursing instructors and teachers in Florida	r=0.75	19yrs	62
Popularity of the first name Arielle	r=0.67	43yrs	53
Petroluem consumption in Guinea-Bissau	r=0.74	42yrs	52
The number of preschool teachers in Florida	r=0.74	20yrs	52
Popularity of the first name Mohammad	r=0.67	43yrs	43
The number of dental assistants in Florida	r=0.74	20yrs	42
Liquefied petroleum gas used in Ireland	r=0.72	43yrs	40
Popularity of the first name Katerina	r=0.66	43yrs	32
The number of consultants in Florida	r=0.73	20yrs	30
Popularity of the first name Gino	r=0.65	43yrs	20
The number of producers and directors in Florida	r=0.73	20yrs	20
The number of registered nurses in Florida	r=0.74	18yrs	10
Popularity of the first name Dallas	r=0.64	43yrs	8
The number of medical assistants in Florida	r=0.73	20yrs	0
The number of security guards in Florida	r=0.73	20yrs	-10
The number of customer service representatives in Florida	r=0.73	20yrs	-20
The number of veterinarians in Florida	r=0.72	20yrs	-31

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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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