Top variables that correlate with Air quality in Houghton, Michigan

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Data source: Environmental Protection Agency
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Air quality in Houghton, Michigan correlates with...

Variable	Correlation	Years	Has img?
Liquefied petroleum gas used in Central African Republic	r=0.98	14yrs	Yes!

Air quality in Houghton, Michigan also correlates with...

Variable	Correlation	Years	Sys. Score
Jet fuel used in Somalia	r=0.94	33yrs	388
Electricity generation in Czechia	r=0.93	29yrs	386
Gasoline pumped in Western Sahara	r=0.87	33yrs	318
Highway diesel consumption in US	r=0.86	20yrs	312
Jet fuel used in Western Sahara	r=0.87	33yrs	308
Geothermal power generated in Costa Rica	r=0.86	30yrs	296
Jet fuel used in Dominican Republic	r=0.85	33yrs	285
Liquefied petroleum gas used in Liberia	r=0.85	33yrs	275
Liquefied petroleum gas used in Turkmenistan	r=0.87	30yrs	265
Associates degrees awarded in Dental assisting	r=0.88	11yrs	260
Petroluem consumption in Turkmenistan	r=0.86	30yrs	254
Total number of automotive recalls	r=0.7	34yrs	242
Gasoline pumped in Cabo Verde	r=0.85	28yrs	240
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=0.77	34yrs	236
Number of Registered Vehicles in the US	r=0.78	32yrs	230
Total Sales at Clothing and Accessories Stores	r=0.76	31yrs	229
Number of households headed by single fathers in the United States	r=0.74	32yrs	226
Inflation in the US	r=0.74	31yrs	223
USA Population	r=0.69	34yrs	218
Number of highschoolers in the US	r=0.79	33yrs	216
Number of public school students in 11th grade	r=0.79	33yrs	216
Number of public school students in 12th grade	r=0.78	33yrs	214
US Highway Vehicle Gasoline Consumption	r=0.82	29yrs	213
Yogurt consumption	r=0.74	32yrs	212
Popularity of the first name Chaya	r=0.79	34yrs	212
Popularity of the first name Carson	r=0.78	34yrs	210
Popularity of the first name Eve	r=0.78	34yrs	210
Average milk produced per cow in the US	r=0.66	34yrs	207
Automotive recalls for issues with the Tires	r=0.67	34yrs	206
Customer satisfaction with Apple	r=0.68	28yrs	202
Customer satisfaction with Verizon	r=-0.85	28yrs	196
Violent crime rates	r=-0.74	34yrs	196
Visitors to SeaWorld California	r=0.83	15yrs	195
Customer satisfaction with Frontier Communications	r=-0.81	28yrs	192
Gender pay gap in the U.S.	r=0.69	32yrs	190
Number of Lawyers in the United States	r=0.65	34yrs	190
Gasoline Prices in the US	r=0.68	33yrs	189
Visitors to Disney Worlds Magic Kingdom	r=0.8	15yrs	186
Visitors to Disneyland	r=0.79	15yrs	184
Number of public school students in 10th grade	r=0.77	33yrs	182
Google searches for 'where to buy toilet paper'	r=-0.99	19yrs	180
Average SAT score in math	r=0.61	33yrs	180
Popularity of the first name Julian	r=0.77	34yrs	179
Carjackings in the US	r=-0.82	27yrs	178
Automotive recalls for issues with the Power Train	r=0.61	34yrs	176
Automotive recalls issued by Honda	r=0.58	34yrs	176
Google searches for 'n95 mask'	r=-0.96	18yrs	176
Customer satisfaction with Dillard's	r=0.64	27yrs	176
Automotive recalls for issues with Exterior Lighting	r=0.59	34yrs	174
Ticket sales for Detroit Tigers games	r=0.6	31yrs	174
Milk-fat consumption	r=0.68	32yrs	172
Automotive recalls for issues with the Engine And Engine Cooling	r=0.58	34yrs	172
Arson in United States	r=-0.69	34yrs	172
US kids in public school	r=0.76	33yrs	171
Automotive recalls issued by BMW of North America	r=0.54	34yrs	170
Popularity of the first name Rylee	r=0.77	34yrs	169
Automotive recalls for issues with Steering	r=0.56	34yrs	169
Google searches for 'adopt a dog'	r=-0.87	19yrs	168
The distance between Uranus and Saturn	r=0.68	34yrs	168
Popularity of the first name Malachi	r=0.77	34yrs	159
Number of public school students in 6th grade	r=0.74	33yrs	158
Popularity of the first name Skyla	r=0.77	34yrs	149
Number of public school students in 8th grade	r=0.74	33yrs	148
Mozzarella cheese consumption	r=0.71	27yrs	142
Popularity of the first name Emmanuel	r=0.76	34yrs	138
Number of public school students in 7th grade	r=0.73	33yrs	136
Google searches for 'how to cut own hair'	r=-0.85	19yrs	136
Annual count of part-time employees in the United States	r=0.66	33yrs	133
Liquefied petroleum gas used in Dominica	r=0.85	33yrs	130
Italian-type cheese consumption	r=0.7	27yrs	130
Popularity of the first name Natalia	r=0.76	34yrs	128
Total annual cinema attendance in the UK	r=0.73	22yrs	127
Google searches for 'helicopter accident'	r=-0.85	19yrs	126
Number of public school students in 5th grade	r=0.72	33yrs	125
Petroluem consumption in Saint Helena	r=0.85	33yrs	120
Popularity of the first name Juliana	r=0.76	34yrs	118
Viewership count for Days of Our Lives	r=-0.79	33yrs	118
American cheese consumption	r=0.64	32yrs	116
Geothermal power generated in Russia	r=0.84	30yrs	108
Popularity of the first name Simon	r=0.76	34yrs	108
NASA's budget as a percentage of the total US Federal Budget	r=-0.72	34yrs	108
Remaining Forest Cover in the Brazilian Amazon	r=-0.7	34yrs	101
Petroluem consumption in Albania	r=0.84	33yrs	98
Popularity of the first name Leila	r=0.76	34yrs	98
Passenger traffic at Hartsfield-Jackson Atlanta International Airport	r=0.69	23yrs	89
Kerosene used in Samoa	r=0.84	33yrs	88
Popularity of the first name Greta	r=0.76	34yrs	88
NBA Season MVP's Age	r=-0.7	32yrs	83
Liquefied petroleum gas used in Vanuatu	r=0.85	31yrs	78
Number of public school students in 9th grade	r=0.67	33yrs	78
Popularity of the first name Jackson	r=0.75	34yrs	76
Kerosene used in Lesotho	r=0.83	33yrs	67
Popularity of the first name Lily	r=0.75	34yrs	66
Nuclear power generation in Brazil	r=0.8	33yrs	56
Popularity of the first name Owen	r=0.75	34yrs	56
Biomass power generated in Taiwan	r=0.8	33yrs	46
Popularity of the first name Madelyn	r=0.75	34yrs	46
Popularity of the first name Julius	r=0.75	34yrs	36
Popularity of the first name Ella	r=0.75	34yrs	26
Popularity of the first name Reese	r=0.75	34yrs	16

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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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