Top variables that correlate with Air pollution in Springfield, Missouri

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Data source: Environmental Protection Agency
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Air pollution in Springfield, Missouri correlates with...

Variable	Correlation	Years	Sys. Score
Associates degrees awarded in Business and management	r=0.96	11yrs	382
Associates degrees awarded in Business management	r=0.92	11yrs	316
Associates degrees awarded in Accounting	r=0.91	11yrs	315
Master's degrees awarded in Liberal arts	r=0.93	10yrs	268
Master's degrees awarded in Transportation	r=0.93	10yrs	258
Associates degrees awarded in Engineering technologies	r=0.9	11yrs	244
Bachelor's degrees awarded in gender studies	r=0.9	10yrs	234
Associates degrees awarded in Management information systems	r=0.89	11yrs	192
Google searches for 'titanic'	r=0.77	20yrs	188
Teck Resources' stock price (TECK)	r=0.77	18yrs	184
The divorce rate in Missouri	r=0.72	23yrs	184
Kerosene used in Botswana	r=0.62	42yrs	184
Asthma prevalence in American children	r=0.73	17yrs	182
Associates degrees awarded in Business operations	r=0.87	11yrs	179
Brick cheese consumption	r=0.7	27yrs	170
Associates degrees awarded in Education	r=0.87	11yrs	169
United States' Fruit Juice Export Volume	r=0.83	13yrs	168
Google searches for 'Titanic'	r=0.8	16yrs	168
Solar power generated in North Macedonia	r=-0.95	11yrs	168
Customer satisfaction with FOXNews.com	r=0.77	12yrs	165
Cenovus Energy's stock price (CVE)	r=0.75	14yrs	162
The number of college mathematical science teachers in Missouri	r=0.74	20yrs	162
The number of couriers and messengers in Missouri	r=0.73	20yrs	160
The number of food scientists and technologists in Missouri	r=0.73	19yrs	160
Associates degrees awarded in Business	r=0.86	11yrs	158
Popularity of the first name Mckayla	r=0.57	43yrs	158
Popularity of the first name Isis	r=0.56	43yrs	156
Liquefied petroleum gas used in Australia	r=0.56	43yrs	156
Number of seasons Manchester United won matches	r=0.54	43yrs	155
The yearly batting average of the New York Yankees	r=0.53	43yrs	154
Total likes of Vihart's YouTube videos	r=0.65	15yrs	154
Asthma attacks in American children	r=0.59	23yrs	152
Total comments on Vihart's YouTube videos	r=0.63	15yrs	152
Customer satisfaction with Kohl's	r=0.63	19yrs	151
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.66	22yrs	150
Customer satisfaction with Whirlpool	r=0.56	28yrs	150
Customer satisfaction with ABCNews.com	r=0.61	20yrs	149
Associates degrees awarded in Legal professions and studies	r=0.85	11yrs	146
Visitors to SeaWorld California	r=0.59	15yrs	144
GMO use in cotton in Missouri	r=0.75	18yrs	144
Asthma prevalence in American children	r=0.58	17yrs	144
Popularity of the 'trollface' meme	r=0.68	18yrs	144
The number of movies Kirsten Dunst appeared in	r=0.61	34yrs	144
Asthma attacks in American children	r=0.53	23yrs	143
Asthma prevalence in American children	r=0.56	17yrs	142
Asthma prevalence in American children	r=0.55	17yrs	140
Asthma attacks in American children	r=0.51	23yrs	140
Asthma attacks in American children	r=0.51	23yrs	140
Customer satisfaction with FedEx	r=0.5	28yrs	140
Freeport-McMoRan's stock price (FCX)	r=0.54	22yrs	139
Asthma prevalence in American children	r=0.54	17yrs	138
Asthma attacks in American children	r=0.5	23yrs	138
The marriage rate in Missouri	r=0.53	23yrs	138
Customer satisfaction with Target	r=0.56	17yrs	138
US production of fluid beverage milk	r=0.65	22yrs	136
Popularity of the first name Destin	r=0.56	43yrs	136
Total likes of SciShow Space YouTube videos	r=-0.89	10yrs	136
The number of movies Kevin Spacey appeared in	r=0.53	38yrs	136
Patents granted to Apple	r=-0.92	12yrs	135
Number of Las Vegas Hotel Room Check-Ins	r=0.54	34yrs	134
Google searches for 'why is the sky blue'	r=0.64	20yrs	134
The number of animal control workers in Missouri	r=0.72	20yrs	129
Kerosene used in Eswatini	r=0.62	33yrs	126
Master's degrees awarded in Education	r=0.87	10yrs	124
Kerosene used in Rwanda	r=0.56	42yrs	116
The number of psychiatric technicians in Missouri	r=0.7	19yrs	115
Bachelor's degrees awarded in literature	r=0.86	10yrs	113
Woodside Energy Group's stock price (WDS)	r=0.56	15yrs	105
Popularity of the first name Kendall	r=0.55	43yrs	105
The number of podiatrists in Missouri	r=0.69	20yrs	104
Master's degrees awarded in literature	r=0.86	10yrs	103
Biomass power generated in Sierra Leone	r=0.84	8yrs	102
Popularity of the first name Trenton	r=0.55	43yrs	95
The number of transportation inspectors in Missouri	r=0.69	20yrs	94
Master's degrees awarded in Social sciences and history	r=0.85	10yrs	92
Electricity generation in United Kingdom	r=0.51	42yrs	91
Asthma attacks in American children	r=0.49	23yrs	87
Popularity of the first name Savanna	r=0.55	43yrs	85
Electricity generation in Djibouti	r=0.5	42yrs	80
Popularity of the first name Brennan	r=0.55	43yrs	75
The number of adhesive bonding machine operators in Missouri	r=0.75	13yrs	72
Fossil fuel use in Djibouti	r=0.5	42yrs	70
Popularity of the first name Drake	r=0.55	43yrs	65
Fossil fuel use in Greece	r=0.5	42yrs	60
The number of college sociology teachers in Missouri	r=0.67	20yrs	56
Popularity of the first name Kinsey	r=0.55	43yrs	55
Kerosene used in India	r=0.52	42yrs	50
Popularity of the first name Dallin	r=0.55	43yrs	45
Liquefied petroleum gas used in Norway	r=0.51	43yrs	39
Popularity of the first name Abagail	r=0.55	43yrs	35
Liquefied petroleum gas used in French Polynesia	r=0.51	42yrs	28
Popularity of the first name Bryce	r=0.54	43yrs	24
Petroluem consumption in Israel	r=0.5	43yrs	18
Popularity of the first name Grant	r=0.54	43yrs	14
Kerosene used in Uganda	r=0.51	42yrs	8
Liquefied petroleum gas used in Venezuela	r=0.51	42yrs	-2
Gasoline pumped in Dominica	r=0.5	42yrs	-14
Gasoline pumped in Japan	r=0.49	43yrs	-24
Bachelor's degrees awarded in Liberal arts	r=0.84	10yrs	-25
Bachelor's degrees awarded in Social sciences and history	r=0.84	10yrs	-35
Master's degrees awarded in Library science	r=0.83	10yrs	-46

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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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