Top variables that correlate with Air quality in Topeka, Kansas

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Data source: Environmental Protection Agency
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Air quality in Topeka, Kansas correlates with...

Variable	Correlation	Years	Has img?
Biomass power generated in Taiwan	r=0.97	33yrs	No

Air quality in Topeka, Kansas also correlates with...

Variable	Correlation	Years	Sys. Score
Liquefied petroleum gas used in Dominica	r=0.96	34yrs	422
Gasoline pumped in Namibia	r=0.94	32yrs	388
Number of Registered Vehicles in the US	r=0.92	32yrs	386
Number of highschoolers in the US	r=0.94	33yrs	373
Number of public school students in 11th grade	r=0.94	33yrs	373
Number of public school students in 10th grade	r=0.93	33yrs	372
Popularity of the first name Kennedi	r=0.93	34yrs	368
Number of Lawyers in the United States	r=0.89	34yrs	361
Liquefied petroleum gas used in Seychelles	r=0.93	33yrs	357
Number of households headed by single fathers in the United States	r=0.87	32yrs	350
Highway diesel consumption in US	r=0.9	20yrs	348
Electricity generation in Czechia	r=0.92	29yrs	344
US kids in public school	r=0.92	33yrs	340
Yogurt consumption	r=0.89	32yrs	339
Geothermal power generated in Costa Rica	r=0.9	30yrs	332
Number of public school students in 12th grade	r=0.92	33yrs	330
Jet fuel used in Somalia	r=0.9	40yrs	300
Electricity generation in Germany	r=0.9	31yrs	284
Number of public school students in 8th grade	r=0.88	33yrs	284
Geothermal power generated in Russia	r=0.89	30yrs	271
Electricity generation in Bosnia and Herzegovina	r=0.88	30yrs	260
Fossil fuel use in Bosnia and Herzegovina	r=0.88	30yrs	250
Total views on PBS Space Time YouTube videos	r=0.89	9yrs	250
How nerdy 3Blue1Brown YouTube video titles are	r=0.88	9yrs	248
Customer satisfaction with Apple	r=0.77	28yrs	246
Total Sales at Clothing and Accessories Stores	r=0.83	31yrs	240
Automotive recalls for issues with the Tires	r=0.65	41yrs	240
Gender pay gap in the U.S.	r=0.82	32yrs	239
Annual count of part-time employees in the United States	r=0.83	33yrs	238
Nuclear power generation in Czechia	r=0.86	29yrs	236
Inflation in the US	r=0.81	31yrs	234
Gasoline Prices in the US	r=0.78	33yrs	234
Annual Revenue of Walt Disney Company	r=0.77	32yrs	232
Petroluem consumption in Namibia	r=0.86	32yrs	226
Milk-fat consumption	r=0.81	32yrs	222
Petroluem consumption in Turkmenistan	r=0.88	30yrs	216
American cheese consumption	r=0.77	32yrs	216
Total views on SciShow Space YouTube videos	r=0.86	10yrs	216
Popularity of the first name Tyson	r=0.75	41yrs	213
Average SAT score in math	r=0.69	33yrs	212
Popularity of the first name Emani	r=0.78	33yrs	210
Violent crime rates	r=-0.82	38yrs	208
Jet fuel used in Turkmenistan	r=0.85	30yrs	202
Customer satisfaction with Verizon	r=-0.88	28yrs	198
Customer satisfaction with Frontier Communications	r=-0.84	28yrs	194
Petroluem consumption in Turks and Caicos Islands	r=0.87	27yrs	192
Torii Hunter's Hit Count	r=0.82	18yrs	189
Customer satisfaction with Walmart	r=-0.78	27yrs	188
Mozzarella cheese consumption	r=0.8	27yrs	186
Motor vehicle thefts	r=-0.79	38yrs	186
Robberies in Kansas	r=-0.8	38yrs	186
Carjackings in the US	r=-0.87	27yrs	182
Jet fuel used in Macau	r=0.86	27yrs	180
Intel Corporation's annual revenue	r=0.75	36yrs	180
Customer satisfaction with Sam's Club	r=0.68	25yrs	180
Customer satisfaction with Dillard's	r=0.67	27yrs	180
Customer satisfaction with Costco	r=0.69	22yrs	178
Total comments on SciShow Space YouTube videos	r=0.84	10yrs	178
Automotive recalls issued by Hyundai Motor America	r=0.56	37yrs	176
Italian-type cheese consumption	r=0.79	27yrs	174
Popularity of the first name Lana	r=0.68	41yrs	172
GMO use in soybeans	r=0.75	23yrs	172
GMO use in soybeans	r=0.75	23yrs	172
Viewership of Doctor Who season finale	r=0.64	41yrs	171
Liquefied petroleum gas used in Moldova	r=0.85	27yrs	169
Number of internet users	r=0.79	24yrs	166
Number of public school students in 5th grade	r=0.84	33yrs	163
Popularity of the first name Jaylen	r=0.72	32yrs	160
Total budget of Marvel comic-based films released	r=0.7	35yrs	159
Hispanic cheese consumption	r=0.75	26yrs	157
Number of public school students in 6th grade	r=0.84	33yrs	153
Number of Botox Injections Administered to Women	r=0.79	23yrs	152
Hollister retail store count worldwide	r=0.79	23yrs	147
Popularity of the first name Madisyn	r=0.67	37yrs	147
Number of public school students in 7th grade	r=0.84	33yrs	143
Portion of all US dairy skim-solids allocated to the production of whey products (net)	r=0.81	22yrs	142
Robberies in the US	r=-0.73	38yrs	140
US Shoe Store Sales	r=0.72	30yrs	139
Popularity of the first name Julius	r=0.64	41yrs	136
Natural cheese consumption	r=0.76	27yrs	132
US Highway Vehicle Gasoline Consumption	r=0.84	29yrs	131
Number of public school students in 4th grade	r=0.81	33yrs	128
Popularity of the first name Armani	r=0.66	37yrs	126
Burglaries in Kansas	r=-0.69	38yrs	126
Number of public school students in 9th grade	r=0.8	33yrs	117
Afghanistan's Estimated Opium Production	r=0.7	33yrs	109
US production of evaporated and condensed milk	r=0.75	22yrs	106
Number of public school students in 3rd grade	r=0.74	33yrs	98
Total minutes of Doctor Who aired	r=0.59	42yrs	95
US production of yogurt, nonfrozen	r=0.74	22yrs	94
Popularity of the first name Kelsi	r=-0.94	41yrs	94
Super Bowl TV viewership	r=0.68	33yrs	90
Remaining Forest Cover in the Brazilian Amazon	r=-0.84	36yrs	82
Popularity of the first name Kaitlin	r=-0.91	41yrs	82
NASA's budget appropriation	r=-0.76	42yrs	75
Popularity of the first name Kelsie	r=-0.91	41yrs	72
NASA's budget as a percentage of the total US Federal Budget	r=-0.73	42yrs	67
Popularity of the first name Najee	r=-0.92	41yrs	62
Kerosene used in New Caledonia	r=0.85	34yrs	61
Biomass power generated in Hungary	r=0.82	32yrs	48

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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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