Top variables that correlate with Air quality in Natchez, Mississippi

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Data source: Environmental Protection Agency
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Air quality in Natchez, Mississippi correlates with...

Variable	Correlation	Years	Has img?
Andy Murray's ATP final appearances	r=0.95	7yrs	No

Air quality in Natchez, Mississippi also correlates with...

Variable	Correlation	Years	Sys. Score
Asthma prevalence in American children	r=0.93	9yrs	339
Customer satisfaction with Verizon	r=0.93	8yrs	335
Gasoline pumped in Maldives	r=0.87	18yrs	333
Biomass power generated in Solomon Islands	r=0.95	6yrs	331
Liquefied petroleum gas used in Serbia	r=0.96	6yrs	330
Justin Verlander's season strikeout count	r=0.95	7yrs	300
Worldwide Count of Nokia Employees	r=0.94	7yrs	299
US Undergraduate Enrollment	r=0.87	12yrs	278
The number of movies Seth Rogen appeared in	r=0.88	11yrs	266
Popularity of the 'this is fine' meme	r=0.87	6yrs	265
Number of World of Warcraft Subscribers	r=0.89	7yrs	264
Cost to send a letter via the USPS	r=0.87	6yrs	264
The number of veterinarians in Mississippi	r=0.89	9yrs	264
The number of occupational therapists in Mississippi	r=0.88	9yrs	262
US Tree Nut Consumption per Person	r=0.88	12yrs	260
The number of rehabilitation counselors in Mississippi	r=0.87	9yrs	260
Domino's Pizza Group's Earnings per Share	r=0.86	9yrs	259
Annual US household spending on pets, toys, and hobbies	r=0.86	12yrs	257
Solar power generated in Gambia	r=0.91	7yrs	256
US household spending on pets, toys, and hobbies	r=0.85	12yrs	256
Global Net Sales for Walmart	r=0.85	6yrs	254
The number of movies Michael Fassbender appeared in	r=0.85	9yrs	245
The number of medical assistants in Mississippi	r=0.87	9yrs	230
The number of detectives and criminal investigators in Mississippi	r=0.87	9yrs	220
The distance between Saturn and Jupiter	r=0.84	25yrs	214
The number of consultants in Mississippi	r=0.86	9yrs	209
The number of social workers in Mississippi	r=0.86	9yrs	199
Hydopower energy generated in North Korea	r=0.8	25yrs	198
Solar power generated in Uganda	r=0.89	7yrs	193
Customer satisfaction with Kroger	r=0.76	18yrs	184
Customer satisfaction with Dillard's	r=0.73	18yrs	180
Customer satisfaction with Southwest Airlines	r=0.72	18yrs	178
Electricity generation in Kazakhstan	r=0.82	20yrs	176
Restaurant spending in Mississippi	r=0.84	15yrs	174
McDonald's stock price (MCD)	r=0.82	10yrs	174
Kroger's stock price (KR)	r=0.83	10yrs	172
Agnico Eagle Mines' stock price (AEM)	r=0.84	10yrs	172
U.S. direct investment abroad	r=0.84	12yrs	170
Total Federal Construction Expenditure in the United States	r=0.83	13yrs	168
US production of sour cream	r=0.83	12yrs	168
Liquefied petroleum gas used in Ethiopia	r=0.81	25yrs	166
Customer satisfaction with T-Mobile	r=0.79	7yrs	163
Number of times 6 was a winning Mega Millions number	r=0.75	10yrs	162
Popularity of the first name Leon	r=0.72	25yrs	162
Popularity of the first name Rashad	r=0.71	25yrs	161
US bank failures	r=0.69	12yrs	160
Customer satisfaction with Publix	r=0.7	18yrs	160
Mega millions lottery numbers	r=0.73	10yrs	158
Customer satisfaction with JCPenney	r=0.68	18yrs	158
Number of edits to the Wikipedia article for Elon Musk	r=0.73	8yrs	158
Number of edits to the Wikipedia article for PwC	r=0.72	10yrs	158
Hispanic cheese consumption	r=0.81	16yrs	156
GMO use in corn	r=0.85	12yrs	156
Automotive recalls issued by Keystone RV Company	r=0.68	14yrs	156
Customer satisfaction with Sam's Club	r=0.68	16yrs	156
Customer satisfaction with AT&T	r=0.74	8yrs	156
Average SAT score in critical reading	r=-0.78	22yrs	156
Number of edits to the Wikipedia article for Persephone	r=0.69	11yrs	155
Unemployment Rate in the United States	r=0.67	22yrs	154
The marriage rate in Mississippi	r=-0.9	13yrs	154
Number of edits to the Wikipedia article for Goldman Sachs	r=0.69	9yrs	153
GMO use in corn	r=0.82	12yrs	152
Asthma prevalence in American children	r=0.68	9yrs	152
Google searches for 'best place to work'	r=0.84	8yrs	152
Google searches for 'i have the flu'	r=0.71	8yrs	152
Popularity of the first name Odalis	r=-0.88	25yrs	152
Customer satisfaction with Costco	r=0.68	13yrs	152
US milk fat used to produce yogurt	r=0.82	12yrs	151
Total revenue generated by the National Hockey League	r=0.85	6yrs	150
Aon's stock price (AON)	r=0.81	10yrs	136
Colgate-Palmolive Company's stock price (CL)	r=0.8	10yrs	126
Monster Beverage's stock price (MNST)	r=0.79	10yrs	114
Quanta Services' stock price (PWR)	r=0.79	10yrs	104
Petroluem consumption in Mongolia	r=0.7	25yrs	100
UK Service Retail Price Index	r=0.82	12yrs	100
Exxon Mobil's stock price (XOM)	r=0.74	10yrs	93
Gilead Sciences' stock price (GILD)	r=0.78	10yrs	83
The number of urban planners in Mississippi	r=0.84	9yrs	81
Jet fuel used in Gambia	r=0.85	12yrs	79
Arch Capital Group's stock price (ACGL)	r=0.78	10yrs	73
Liquefied petroleum gas used in Gambia	r=0.85	12yrs	69
General Mills' stock price (GIS)	r=0.76	10yrs	62
Wind power generated in Luxembourg	r=0.8	15yrs	58
Church & Dwight Co.'s stock price (CHD)	r=0.77	10yrs	52
Biomass power generated in Mauritius	r=0.82	13yrs	48
Eversource Energy's stock price (ES)	r=0.77	10yrs	42
Wind power generated in Ukraine	r=0.8	14yrs	36
Digital Realty Trust's stock price (DLR)	r=0.78	7yrs	30
Kerosene used in Bhutan	r=-0.8	25yrs	24
Illumina's stock price (ILMN)	r=0.76	10yrs	20
Kerosene used in Falkland Islands	r=0.79	16yrs	14
ICON PLC's stock price (ICLR)	r=0.76	10yrs	10
Gasoline pumped in Kazakhstan	r=0.75	20yrs	2
Chevron's stock price (CVX)	r=0.75	10yrs	-2
Kerosene used in Nepal	r=-0.77	25yrs	-8
HEICO's stock price (HEI)	r=0.75	10yrs	-13
Wind power generated in Latvia	r=0.74	16yrs	-20
The Sherwin-Williams Company's stock price (SHW)	r=0.72	10yrs	-24
Gasoline pumped in Russia	r=0.74	20yrs	-30
Occidental Petroleum's stock price (OXY)	r=0.73	10yrs	-34

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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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