Top variables that correlate with Air pollution in Ludington, Michigan

← Discover a correlation

A linear line chart

Data source: Environmental Protection Agency
Report an error

Air pollution in Ludington, Michigan correlates with...

Variable	Correlation	Years	Sys. Score
GMO use in cotton	r=0.85	23yrs	320
Master's degrees awarded in Education	r=0.92	10yrs	297
Bachelor's degrees awarded in Education	r=0.9	10yrs	264
Master's degrees awarded in Library science	r=0.9	10yrs	264
Fossil fuel use in Slovakia	r=0.8	29yrs	232
The number of maintenance workers, machinery in Michigan	r=0.83	20yrs	226
Gasoline pumped in Slovenia	r=0.77	31yrs	226
Physical album shipment volume in the United States	r=0.8	24yrs	225
The number of janitors and cleaners in Michigan	r=0.82	20yrs	224
Petroluem consumption in Japan	r=0.74	32yrs	222
Master's degrees awarded in Transportation	r=0.87	10yrs	214
The divorce rate in Michigan	r=0.75	23yrs	208
AIG's stock price (AIG)	r=0.74	22yrs	204
Popularity of the first name Abbey	r=0.75	32yrs	204
Popularity of the first name Fabiola	r=0.75	32yrs	204
Popularity of the first name Bryana	r=0.75	32yrs	204
US household spending on prescription drugs	r=0.8	23yrs	204
Master's degrees awarded in Liberal arts	r=0.86	10yrs	203
US household spending on fresh milk and cream	r=0.79	23yrs	202
Automotive recalls for issues with Vehicle Speed Control	r=0.63	32yrs	198
US birth rates of triplets or more	r=0.77	20yrs	194
The number of animal control workers in Michigan	r=0.82	20yrs	194
Arson in Michigan	r=0.69	32yrs	194
Kerosene used in Madagascar	r=0.74	31yrs	192
Motor vehicle thefts in Michigan	r=0.68	32yrs	192
Automotive recalls issued by Keystone RV Company	r=-0.8	25yrs	190
Carjackings in the US	r=0.69	27yrs	189
Cigarette Smoking Rate for US adults	r=0.76	21yrs	186
U.S. intercountry adoptions	r=0.75	23yrs	186
Lloyds Banking Group's stock price (LYG)	r=0.73	22yrs	182
Kerosene used in Japan	r=0.73	32yrs	181
Emmy Awards Ceremony viewership	r=0.64	32yrs	179
Asthma attacks in American children	r=0.66	23yrs	178
Customer satisfaction with Frontier Communications	r=0.65	28yrs	178
Brick cheese consumption	r=0.74	27yrs	176
Asthma attacks in American children	r=0.65	23yrs	176
Asthma attacks in American children	r=0.65	23yrs	176
Citigroup's stock price (C)	r=0.69	22yrs	176
Popularity of the first name Vanesa	r=0.75	32yrs	174
The marriage rate in Michigan	r=0.67	23yrs	174
Ice cream consumption	r=0.69	31yrs	173
The number of movies Gregory Peck appeared in	r=0.68	32yrs	172
Liquefied petroleum gas used in Japan	r=0.73	32yrs	171
Customer satisfaction with Whirlpool	r=0.6	28yrs	170
Customer satisfaction with Verizon	r=0.6	28yrs	170
Ticket prices at North American movie theaters	r=-0.81	22yrs	167
Sherbet consumption	r=0.65	31yrs	167
US household spending on postage and stationery	r=0.75	23yrs	166
US household spending on transportation	r=0.75	23yrs	166
Total Revenue of the NFL Teams	r=-0.84	20yrs	165
US household spending on books	r=0.74	23yrs	165
Popularity of the first name Yajaira	r=0.75	32yrs	164
Economic output of Washington metro area	r=-0.82	21yrs	164
US household spending on clothin for women	r=0.73	23yrs	164
The number of CEOs in Michigan	r=0.8	20yrs	162
Gasoline pumped in Norway	r=0.72	32yrs	160
Popularity of the first name Jacob	r=0.74	32yrs	152
The number of prepress technicians and workers in Michigan	r=0.81	20yrs	152
Kerosene used in Peru	r=0.73	31yrs	150
Popularity of the first name Emily	r=0.74	32yrs	142
The number of computer programmers in Michigan	r=0.79	20yrs	141
Jet fuel used in Saint Vincent/Grenadines	r=0.77	24yrs	139
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.77	22yrs	136
Popularity of the first name Brianna	r=0.74	32yrs	132
The number of bill collectors in Michigan	r=0.79	20yrs	131
Gasoline pumped in Denmark	r=0.71	32yrs	128
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.76	22yrs	124
Popularity of the first name Drew	r=0.74	32yrs	122
Kerosene used in Macau	r=0.72	31yrs	118
The number of mechanical drafters in Michigan	r=0.77	20yrs	116
US average milk-fat content of frozen dairy products	r=0.76	22yrs	114
Popularity of the first name Jaquan	r=0.74	32yrs	112
Kerosene used in Norway	r=0.71	32yrs	108
The number of switchboard operators in Michigan	r=0.77	20yrs	106
Popularity of the first name Cinthia	r=0.74	32yrs	102
Kerosene used in Seychelles	r=0.72	31yrs	98
Popularity of the first name Justyn	r=0.74	32yrs	92
Kerosene used in Tunisia	r=0.72	31yrs	88
Popularity of the first name Sommer	r=0.74	32yrs	82
Liquefied petroleum gas used in Australia	r=0.7	32yrs	76
The number of counter and rental clerks in Michigan	r=0.76	20yrs	75
Popularity of the first name Auston	r=0.74	32yrs	72
Petroluem consumption in Italy	r=0.7	32yrs	66
The number of heat treating equipment setters, operators, and tenders, metal and plastic in Michigan	r=0.76	20yrs	65
Popularity of the first name Darrien	r=0.74	32yrs	62
Gasoline pumped in Italy	r=0.7	32yrs	56
The number of fast food cooks in Michigan	r=0.75	20yrs	54
Popularity of the first name Alyssa	r=0.73	32yrs	51
Liquefied petroleum gas used in Norway	r=0.7	32yrs	46
The number of cooks, short order in Michigan	r=0.75	20yrs	44
Popularity of the first name Gabrielle	r=0.73	32yrs	41
Gasoline pumped in Portugal	r=0.7	32yrs	36
The number of telephone operators in Michigan	r=0.77	18yrs	34
Popularity of the first name Karina	r=0.73	32yrs	31
The number of postal service machine operators in Michigan	r=0.75	20yrs	24
Popularity of the first name Armando	r=0.73	32yrs	21
The number of forging machine setters, operators, and tenders, metal and plastic in Michigan	r=0.75	20yrs	14
Popularity of the first name Brenna	r=0.73	32yrs	11
The number of first-line supervisors of police and detectives in Michigan	r=0.8	13yrs	4
Fossil fuel use in Denmark	r=0.69	31yrs	-3
The number of property association managers in Michigan	r=-0.82	20yrs	-7

Loading...!

<< Back to discover a correlation

^{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.)


Issue:
Additional details: Optional
Confirm you are a human: