Top variables that correlate with Air quality in Columbus, Georgia

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Data source: Environmental Protection Agency
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Air quality in Columbus, Georgia correlates with...

Variable	Correlation	Years	Sys. Score
Customer satisfaction with Dillard's	r=0.86	27yrs	364
Liquefied petroleum gas used in Moldova	r=0.86	27yrs	340
GMO use in cotton in Georgia	r=0.89	23yrs	326
GMO use in soybeans	r=0.86	23yrs	324
GMO use in soybeans	r=0.86	23yrs	324
Public Library Website Visits in the UK	r=0.86	8yrs	260
Google searches for 'i have the flu'	r=0.84	20yrs	248
Customer satisfaction with Apple	r=0.77	28yrs	246
Petroluem consumption in Turks and Caicos Islands	r=0.82	27yrs	230
Jet fuel used in Botswana	r=0.77	34yrs	229
Google searches for 'scooby doo where are you'	r=0.83	20yrs	227
Google searches for 'how to make baby'	r=0.83	20yrs	227
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.64	43yrs	226
Total number of live births in Australia	r=0.64	43yrs	220
Hispanic cheese consumption	r=0.76	26yrs	208
Customer satisfaction with Southwest Airlines	r=0.72	28yrs	208
Popularity of the first name Lana	r=0.67	43yrs	203
Popularity of the first name Layla	r=0.66	43yrs	202
Popularity of the first name Jude	r=0.66	43yrs	202
Nuclear power generation in Czechia	r=0.77	29yrs	197
UBS Group AG's stock price (UBS)	r=-0.94	22yrs	197
Barclays' stock price (BCS)	r=-0.94	22yrs	197
US Biomass Energy Production	r=0.83	17yrs	192
ING Groep's stock price (ING)	r=-0.88	22yrs	191
China's Annual Passenger Car Production	r=0.79	18yrs	188
Electricity generation in Kazakhstan	r=0.76	30yrs	186
Inflation in the US	r=0.65	31yrs	180
USA Population	r=0.57	43yrs	180
Average milk produced per cow in the US	r=0.54	43yrs	178
Automotive recalls issued by BMW of North America	r=0.53	43yrs	178
Customer satisfaction with Publix	r=0.65	27yrs	177
Italian-type cheese consumption	r=0.74	27yrs	176
Customer satisfaction with Kroger	r=0.64	27yrs	176
How insightful SmarterEveryDay YouTube video titles are	r=0.81	17yrs	176
How professional-sounding SmarterEveryDay YouTube video titles are	r=0.81	17yrs	176
Total number of automotive recalls	r=0.53	43yrs	175
Kerosene used in Falkland Islands	r=0.79	26yrs	174
Automotive recalls for issues with the Electrical System	r=0.53	43yrs	174
Customer satisfaction with All Others	r=0.63	27yrs	174
Popularity of the 'friday friday friday' meme	r=0.78	18yrs	174
Popularity of the first name Elle	r=0.66	43yrs	172
The number of movies Morgan Freeman appeared in	r=0.59	44yrs	171
Automotive recalls for issues with the Power Train	r=0.51	43yrs	170
Carjackings in the US	r=-0.75	27yrs	170
US Employment Rate	r=-0.74	33yrs	168
The number of log graders and scalers in Georgia	r=-0.87	20yrs	168
Google searches for 'how to make baby'	r=0.82	20yrs	166
The distance between Neptune and Uranus	r=0.59	44yrs	165
Liquefied petroleum gas used in Hong Kong	r=0.68	42yrs	164
Grocery store spend in Georgia	r=0.74	24yrs	164
Popularity of the first name Rex	r=0.66	43yrs	162
Citigroup's stock price (C)	r=-0.87	22yrs	160
Liquefied petroleum gas used in Vanuatu	r=0.76	31yrs	154
Google searches for 'headache remedies'	r=0.81	20yrs	154
Popularity of the first name Genevieve	r=0.65	43yrs	150
Sumitomo Mitsui Financial Group's stock price (SMFG)	r=-0.88	20yrs	148
Mozzarella cheese consumption	r=0.73	27yrs	145
Electricity generation in Russia	r=0.73	30yrs	142
Google searches for 'best schools'	r=0.79	20yrs	141
GMO use in cotton	r=0.76	23yrs	141
Popularity of the first name Julius	r=0.65	43yrs	140
Lloyds Banking Group's stock price (LYG)	r=-0.85	22yrs	138
Geothermal power generated in Russia	r=0.73	30yrs	132
Popularity of the first name Lucas	r=0.64	43yrs	128
Deutsche Bank Aktiengesellschaft's stock price (DB)	r=-0.85	22yrs	128
GMO use in corn	r=0.71	24yrs	128
Google searches for 'how to immigrate to canada'	r=0.72	20yrs	125
Portion of all US dairy skim-solids allocated to the production of sour cream	r=0.76	22yrs	124
Petroluem consumption in Turkmenistan	r=0.75	30yrs	122
Popularity of the first name Leah	r=0.64	43yrs	118
HSBC Holdings' stock price (HSBC)	r=-0.83	22yrs	116
Electricity generation in Antigua and Barbuda	r=0.64	42yrs	110
Google searches for 'i cant even'	r=0.72	20yrs	110
Popularity of the first name Evelyn	r=0.64	43yrs	108
AIG's stock price (AIG)	r=-0.83	22yrs	106
Liquefied petroleum gas used in Somalia	r=0.66	42yrs	100
Popularity of the first name Ruby	r=0.64	43yrs	98
Weyerhaeuser Company's stock price (WY)	r=-0.82	22yrs	95
Jet fuel used in Tanzania	r=0.66	42yrs	90
Popularity of the first name Eva	r=0.64	43yrs	88
Google searches for 'where to buy crutches'	r=0.77	19yrs	87
Chunghwa Telecom Co.'s stock price (CHT)	r=0.74	20yrs	82
Biomass power generated in Belgium	r=0.63	42yrs	79
Popularity of the first name Melody	r=0.64	43yrs	78
Google searches for 'i am tired'	r=0.74	20yrs	76
Petroluem consumption in Congo-Brazzaville	r=0.65	42yrs	69
Popularity of the first name Lucy	r=0.64	43yrs	68
Google searches for 'velociraptor'	r=0.75	20yrs	65
Fomento Econ's stock price (FMX)	r=0.67	22yrs	64
Gasoline pumped in Equatorial Guinea	r=0.65	42yrs	59
Popularity of the first name Lena	r=0.64	43yrs	58
Google searches for 'tummy ache'	r=0.74	20yrs	54
Enbridge's stock price (ENB)	r=0.66	22yrs	52
Kerosene used in Sao Tome and Principe	r=0.65	42yrs	49
Popularity of the first name Eden	r=0.64	43yrs	48
Petroluem consumption in Sudan	r=0.65	42yrs	39
Popularity of the first name Beatrice	r=0.64	43yrs	38
Gasoline pumped in Suriname	r=0.65	42yrs	29
Popularity of the first name Liana	r=0.64	43yrs	28
Popularity of the first name Anderson	r=0.64	43yrs	18
Popularity of the first name Lia	r=0.64	43yrs	8

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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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