Top variables that correlate with Air quality in Ludington, Michigan

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

Variable	Correlation	Years	Sys. Score
Wind power generated in Venezuela	r=0.97	10yrs	403
How good Steve Mould's YouTube video titles are	r=0.95	15yrs	360
How professional-sounding Steve Mould's YouTube video titles are	r=0.94	15yrs	358
How cool Steve Mould's YouTube video titles are	r=0.93	15yrs	356
How 'hip and with it' Steve Mould's YouTube video titles are	r=0.93	15yrs	326
How fun Steve Mould's YouTube video titles are	r=0.93	15yrs	316
How trendy Steve Mould's YouTube video titles are	r=0.93	15yrs	306
How nerdy Steve Mould's YouTube video titles are	r=0.91	15yrs	294
How insightful Steve Mould's YouTube video titles are	r=0.91	15yrs	284
Customer satisfaction with Apple	r=0.76	28yrs	244
Biomass power generated in Qatar	r=0.86	10yrs	232
Nuclear power generation in Czechia	r=0.76	29yrs	226
Petroluem consumption in Turks and Caicos Islands	r=0.78	27yrs	224
How geeky Steve Mould's YouTube video titles are	r=0.87	15yrs	208
Italian-type cheese consumption	r=0.75	27yrs	208
Customer satisfaction with Dillard's	r=0.68	27yrs	202
How provocative Steve Mould's YouTube video titles are	r=0.85	15yrs	194
Automotive recalls issued by Keystone RV Company	r=0.68	25yrs	182
Hispanic cheese consumption	r=0.74	26yrs	176
Mozzarella cheese consumption	r=0.74	27yrs	176
Popularity of the 'call me maybe' meme	r=-0.95	12yrs	176
Customer satisfaction with Southwest Airlines	r=0.63	28yrs	175
Kellogg's stock price (K)	r=0.66	22yrs	172
Number of internet users	r=0.69	24yrs	162
Popularity of the first name Hassan	r=0.65	32yrs	159
Number of Lawyers in the United States	r=0.58	32yrs	158
Popularity of the first name Jonah	r=0.64	32yrs	158
Ticket prices at North American movie theaters	r=0.67	22yrs	156
Economic output of Washington metro area	r=0.69	21yrs	156
Total regular season games played by Nicklas Backstrom	r=0.69	21yrs	156
Popularity of the first name Hillary	r=-0.84	32yrs	156
Average temperature in Sydney	r=0.61	31yrs	155
Telkom Indonesia (Persero) Tbk PT's stock price (Persero)	r=0.64	22yrs	154
Rogers Communications' stock price (RCI)	r=0.64	22yrs	154
Hollister retail store count worldwide	r=0.66	23yrs	153
Total employee count at Continental AG	r=0.64	24yrs	152
Number of times 12 was a winning Mega Millions number	r=0.6	22yrs	151
Total number of automotive recalls	r=0.54	32yrs	150
Fossil fuel use in Eritrea	r=0.72	28yrs	148
Annual count of part-time employees in the United States	r=0.57	32yrs	148
Google searches for 'how to immigrate to canada'	r=0.57	20yrs	148
Average SAT score in math	r=0.5	32yrs	148
Customer satisfaction with Verizon	r=0.61	18yrs	147
GMO use in corn	r=0.7	24yrs	146
GMO use in corn	r=0.7	24yrs	146
Number of times 13 was a winning Mega Millions number	r=0.57	22yrs	146
Customer satisfaction with Costco	r=0.58	22yrs	146
GMO use in corn grown in Michigan	r=0.7	23yrs	145
Number of active magazines in the United States	r=0.76	15yrs	144
Total viewership of the Aviva Premiership Rugby final	r=0.78	14yrs	144
Wind power generated in Faroe Islands	r=0.71	29yrs	138
Natural cheese consumption	r=0.73	27yrs	138
Kerosene used in Falkland Islands	r=0.75	26yrs	128
Popularity of the first name Shanice	r=-0.81	32yrs	122
RTX Corp's stock price (RTX)	r=0.62	22yrs	121
Electricity generation in Aruba	r=0.68	31yrs	116
US milk fat used to produce sour cream	r=0.68	22yrs	115
EOG Resources' stock price (EOG)	r=0.62	22yrs	111
Popularity of the first name Devante	r=-0.78	32yrs	110
Nuclear power generation in Romania	r=0.72	26yrs	106
US milk fat used to produce whey products (net)	r=0.67	22yrs	104
Edison International's stock price (EIX)	r=0.62	22yrs	101
Biomass power generated in Slovakia	r=0.7	29yrs	96
Popularity of the first name Chelsea	r=-0.75	32yrs	96
US dairy skim solids used to produce sour cream	r=0.68	22yrs	94
The average number of likes on Numberphile YouTube videos	r=-0.93	13yrs	93
Royal Bank of Canada's stock price (RY)	r=0.61	22yrs	90
Jet fuel used in Macau	r=0.73	27yrs	86
Popularity of the first name Tevin	r=-0.75	32yrs	86
US milk fat used to produce yogurt	r=0.66	22yrs	82
PACCAR's stock price (PCAR)	r=0.61	22yrs	80
Liquefied petroleum gas used in Moldova	r=0.73	27yrs	76
Popularity of the first name Chelsey	r=-0.72	32yrs	74
US production of yogurt, nonfrozen	r=0.65	22yrs	70
Novartis AG's stock price (NVS)	r=0.59	22yrs	66
Biomass power generated in Ireland	r=0.68	29yrs	64
Average milk produced per cow in the US	r=0.53	32yrs	60
Unilever's stock price (UL)	r=0.59	22yrs	56
Jet fuel used in Guinea	r=0.69	31yrs	54
Average number of comments on Numberphile YouTube videos	r=-0.91	13yrs	51
The Toronto-Dominion Bank's stock price (TD)	r=0.59	22yrs	46
American-type cheese consumption	r=0.66	27yrs	44
Petroluem consumption in Czechia	r=0.69	30yrs	43
Total likes of Numberphile YouTube videos	r=-0.91	13yrs	41
CVS stock price (CVS)	r=0.57	22yrs	36
Wind power generated in France	r=0.67	29yrs	32
Total comments on Numberphile YouTube videos	r=-0.9	13yrs	30
Sempra's stock price (SRE)	r=0.59	22yrs	26
Wind power generated in Latvia	r=0.69	26yrs	22
Total comments on Vihart's YouTube videos	r=-0.85	15yrs	17
TC Energy's stock price (TRP)	r=0.6	22yrs	16
Petroluem consumption in Palestinian Territories	r=0.72	25yrs	12
Gilead Sciences' stock price (GILD)	r=0.58	22yrs	5
Electricity generation in Czechia	r=0.66	29yrs	0
How clickbait-y Steve Mould's YouTube video titles are	r=0.78	15yrs	-1
Southern Copper's stock price (SCCO)	r=0.58	22yrs	-5
Gasoline pumped in Bhutan	r=0.69	27yrs	-10
Aflac's stock price (AFL)	r=0.58	22yrs	-15
Bank of Montreal's stock price (BMO)	r=0.57	22yrs	-26
3M Company's stock price (MMM)	r=0.57	22yrs	-36
Emerson Electric Co.'s stock price (EMR)	r=0.57	22yrs	-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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