Top variables that correlate with Air quality in Flagstaff, Arizona

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Data source: Environmental Protection Agency
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Air quality in Flagstaff, Arizona correlates with...

Variable	Correlation	Years	Sys. Score
Fossil fuel use in Liberia	r=0.73	42yrs	234
Electricity generation in Liberia	r=0.7	42yrs	230
Wind power generated in Poland	r=0.75	27yrs	222
Highest Nielsen rating for a TV show each year	r=0.66	41yrs	221
Popularity of the first name Lewis	r=0.71	43yrs	209
Average number of milk cows in the United States	r=0.58	43yrs	204
Popularity of the first name Frances	r=0.67	43yrs	203
The distance between Saturn and Venus	r=0.63	44yrs	201
The distance between Saturn and the Sun	r=0.62	44yrs	200
The distance between Saturn and Earth	r=0.62	44yrs	200
Popularity of the first name Walter	r=0.65	43yrs	200
Biomass power generated in Thailand	r=0.75	27yrs	192
The average number of likes on minutephysics YouTube videos	r=0.81	13yrs	192
US Wind Power Generation Capacity	r=0.75	23yrs	186
Total employee count at Continental AG	r=0.73	24yrs	186
The number of producers and directors in Arizona	r=0.77	20yrs	186
The number of medical assistants in Arizona	r=0.76	20yrs	185
Number of Slot Machines in Nevada	r=-0.77	39yrs	184
Google searches for 'President phone number'	r=0.72	20yrs	184
Google searches for 'how to immigrate to canada'	r=0.68	20yrs	179
The Walt Disney Company's stock price (DIS)	r=0.67	22yrs	178
Dominion Energy's stock price (D)	r=0.67	22yrs	174
Royal Caribbean Cruises' stock price (RCL)	r=0.67	22yrs	174
Customer satisfaction with Dillard's	r=0.61	27yrs	171
The distance between Saturn and the moon	r=0.62	44yrs	170
Popularity of the first name Reuben	r=0.65	43yrs	170
Muenster cheese consumption	r=0.7	27yrs	170
US per-person consumption of bottled water	r=0.75	24yrs	168
GMO use in cotton	r=0.74	23yrs	168
Points scored by the Arizona Cardinals	r=0.58	30yrs	168
Annual US household spending on rented dwellings	r=0.76	23yrs	168
Annual US household spending on health insurance	r=0.76	23yrs	168
US household spending on rented dwellings	r=0.76	23yrs	168
US household spending on healthcare	r=0.76	23yrs	168
US household spending on health insurance	r=0.76	23yrs	168
Annual US household spending on telephone services	r=0.75	23yrs	166
Annual US household spending on healthcare	r=0.75	23yrs	166
The number of restaurant cooks in Arizona	r=0.76	20yrs	165
Annual US household spending on poultry	r=0.74	23yrs	165
Ticket prices at North American movie theaters	r=0.72	22yrs	164
Annual US household spending on fruits and vegetables	r=0.73	23yrs	164
Annual US household spending on fresh fruits	r=0.73	23yrs	164
U.S. direct investment abroad	r=0.72	22yrs	162
Total comments on Matt Parker's YouTube videos	r=0.71	13yrs	162
US production of cheese (other than cottage cheese)	r=0.72	22yrs	161
Annual Revenue of the Lego Group	r=0.73	20yrs	160
Global Net Sales for Walmart	r=0.75	17yrs	160
Food spending in Arizona	r=0.71	24yrs	160
Sales of LP/Vinyl Albums	r=0.59	30yrs	158
Microsoft's Worldwide Earnings	r=0.71	21yrs	158
Total likes of CGP Grey YouTube videos	r=0.69	13yrs	158
Popularity of the first name Roland	r=0.64	43yrs	158
Renewable energy production in Benin	r=0.74	26yrs	150
Popularity of the first name Lara	r=0.64	43yrs	148
Equity Residential's stock price (EQR)	r=0.67	22yrs	144
Solar power generated in Cuba	r=0.76	23yrs	140
Popularity of the first name Teddy	r=0.64	43yrs	138
The number of library assistants in Arizona	r=0.76	20yrs	135
US Bottled Water Consumption per Person	r=0.75	24yrs	134
Illumina's stock price (ILMN)	r=0.67	22yrs	134
US milk fat used to produce cheese (excluding cottage cheese)	r=0.72	22yrs	131
Wind power generated in Ukraine	r=0.74	24yrs	128
Popularity of the first name Dorothy	r=0.63	43yrs	127
The distance between Saturn and Mercury	r=0.6	44yrs	126
The number of biological technicians in Arizona	r=0.75	20yrs	124
Verizon Communications' stock price (VZ)	r=0.66	22yrs	122
US average dairy skim-solid content of yogurt, nonfrozen	r=0.73	22yrs	120
Popularity of the first name Pierre	r=0.63	43yrs	117
Solar power generated in Bangladesh	r=0.72	25yrs	116
Annual US household spending on fresh vegetables	r=0.73	23yrs	114
The number of heating, air conditioning, and refrigeration mechanics and installers in Arizona	r=0.74	20yrs	112
Realty Income's stock price (O)	r=0.66	22yrs	112
Annual US household spending on processed vegetables	r=0.73	23yrs	109
US production of sour cream	r=0.7	22yrs	108
Popularity of the first name Loretta	r=0.63	43yrs	107
Hydopower energy generated in Greenland	r=0.74	23yrs	106
The number of social workers in Arizona	r=0.73	20yrs	100
US dairy skim solids used to produce cheese (other than cottage cheese)	r=0.71	22yrs	98
Popularity of the first name Franklin	r=0.62	43yrs	96
Biomass power generated in India	r=0.74	23yrs	96
The number of pharmacists in Arizona	r=0.72	20yrs	90
Wind power generated in Latvia	r=0.72	26yrs	86
The number of pharmacy technicians in Arizona	r=0.72	20yrs	79
Biomass power generated in Nigeria	r=0.74	22yrs	76
Wind power generated in Switzerland	r=0.72	26yrs	66
Wind power generated in Tunisia	r=0.74	22yrs	56
Popularity of the first name Roxanne	r=0.62	43yrs	56
Wind power generated in Turkiye	r=0.73	24yrs	46
Popularity of the first name Louis	r=0.61	43yrs	44
Gasoline pumped in Palestinian Territories	r=0.74	25yrs	36
Popularity of the first name Arthur	r=0.61	43yrs	34
Electricity generation in Romania	r=0.6	42yrs	24
Popularity of the first name Sylvia	r=0.61	43yrs	24
Popularity of the first name Francis	r=0.6	43yrs	12
Wind power generated in France	r=0.67	29yrs	12
Popularity of the first name Elaine	r=0.6	43yrs	2
Electricity generation in Georgia	r=0.66	30yrs	2
Gasoline pumped in Bhutan	r=0.7	27yrs	-8
Popularity of the first name Wesley	r=0.59	43yrs	-9
Popularity of the first name Edmund	r=0.59	43yrs	-19
Popularity of the first name Wade	r=0.58	43yrs	-30

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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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