Top variables that correlate with Air quality in Redding, California

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Data source: Environmental Protection Agency
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Air quality in Redding, California correlates with...

Variable	Correlation	Years	Sys. Score
Customer satisfaction with Dillard's	r=0.75	27yrs	242
Hot days in Paris	r=0.83	10yrs	152
Total length of Casually Explained YouTube videos	r=0.67	9yrs	152
Associate Professor salaries in the US	r=0.57	13yrs	142
Customer satisfaction with Apple	r=0.51	28yrs	142
Customer satisfaction with Kroger	r=0.51	27yrs	141
Public Library Website Visits in the UK	r=0.76	8yrs	140
Automotive recalls issued by Toyota	r=0.51	23yrs	140
Automotive recalls issued by Keystone RV Company	r=0.49	25yrs	139
Customer satisfaction with Southwest Airlines	r=0.48	28yrs	138
Customer satisfaction with TJ Maxx	r=0.57	14yrs	137
Petroluem consumption in Hawaiian Trade Zone	r=0.76	7yrs	136
Gasoline pumped in Hawaiian Trade Zone	r=0.76	7yrs	136
Jet fuel used in Hawaiian Trade Zone	r=0.76	7yrs	136
Torii Hunter's Hit Count	r=0.69	18yrs	134
Customer satisfaction with Sprint	r=0.53	17yrs	134
Customer satisfaction with Sam's Club	r=0.47	25yrs	133
Magnitude 7.0-7.9 Earthquakes in the US	r=0.5	20yrs	131
Grocery store spend in California	r=0.64	24yrs	130
Chevron's stock price (CVX)	r=0.48	22yrs	130
EOG Resources' stock price (EOG)	r=0.48	22yrs	130
Customer satisfaction with Macy's	r=0.51	16yrs	130
How clickbait-y OverSimplified YouTube video titles are	r=0.8	7yrs	129
Mega millions lottery numbers	r=0.47	21yrs	128
Food spending in California	r=0.63	24yrs	128
Fomento Econ's stock price (FMX)	r=0.47	22yrs	128
Worldwide Harry Potter Movies Revenue	r=0.65	11yrs	126
The number of hairdressers, hairstylists, and cosmetologists in California	r=0.6	20yrs	126
The number of paralegals in California	r=0.59	18yrs	124
The number of bartenders in California	r=0.58	20yrs	124
Professor salaries in the US	r=0.51	13yrs	123
Assistant Processor salaries in the US	r=0.49	13yrs	120
The number of movies Zoe Saldana appeared in	r=0.62	24yrs	120
Total Revenue of the NFL Teams	r=0.55	20yrs	118
xkcd comics published about geography	r=0.51	17yrs	116
Number of Botox Injections Administered to Women	r=0.5	23yrs	114
Frank Lampard's appearances for the England national team	r=0.55	18yrs	114
Number of International Tourist Arrivals Worldwide	r=0.47	28yrs	114
Total employee count at Continental AG	r=0.48	24yrs	114
Hispanic cheese consumption	r=0.56	26yrs	114
Restaurant spending in California	r=0.62	24yrs	114
Total length of CGP Grey YouTube videos	r=0.46	13yrs	114
Google searches for 'what is the FDIC'	r=0.49	20yrs	111
Number of viewers of Victoria's Secret Fashion Show	r=0.49	20yrs	110
Total number of passenger vehicles sold in China	r=0.67	7yrs	110
Total Federal Construction Expenditure in the United States	r=0.46	24yrs	109
Google searches for 'yeet'	r=0.47	20yrs	108
Google searches for 'best schools'	r=0.47	20yrs	108
Mozzarella cheese consumption	r=0.5	27yrs	106
Number of Public Library Members in the UK	r=0.56	12yrs	104
Italian-type cheese consumption	r=0.49	27yrs	104
Tickets Sold for the Top Movie of the Year	r=-0.76	19yrs	103
Points scored by the Los Angeles Chargers	r=-0.8	7yrs	103
Patents granted to Microsoft	r=0.57	12yrs	103
UK Service Retail Price Index	r=0.46	19yrs	102
Biomass power generated in Mauritius	r=0.61	23yrs	102
Asthma prevalence in American children	r=-0.62	17yrs	100
Asthma prevalence in American children	r=-0.62	17yrs	100
Asthma attacks in American children	r=-0.56	23yrs	100
Popularity of the 'florida man' meme	r=0.47	16yrs	100
The number of environmental engineers in California	r=0.58	20yrs	93
Jet fuel used in Saint Vincent/Grenadines	r=-0.76	24yrs	90
Total likes of 3Blue1Brown YouTube videos	r=0.48	9yrs	83
The number of registered nurses in California	r=0.59	18yrs	82
Electricity generation in Kazakhstan	r=0.54	30yrs	78
Frank Lampard's Premier League goal tally	r=0.45	21yrs	72
Average length of Casually Explained YouTube videos	r=0.47	9yrs	72
Blue cheese consumption	r=0.47	27yrs	71
The number of costume attendants in California	r=0.57	20yrs	71
Gasoline pumped in Kazakhstan	r=0.56	30yrs	68
Total comments on Casually Explained YouTube videos	r=0.47	9yrs	62
The number of geoscientists in California	r=0.56	20yrs	60
Jet fuel used in Botswana	r=0.52	34yrs	56
Total comments on Deep Look YouTube videos	r=0.47	10yrs	52
The number of set and exhibit designers in California	r=0.55	20yrs	48
Liquefied petroleum gas used in Moldova	r=0.56	27yrs	46
Total likes of Deep Look YouTube videos	r=0.45	10yrs	40
The number of industrial engineers in California	r=0.54	20yrs	37
Kerosene used in Falkland Islands	r=0.56	26yrs	35
Total likes of MinuteEarth YouTube videos	r=-0.72	11yrs	25
Wind power generated in Latvia	r=0.54	26yrs	24
The number of legislators in California	r=0.48	20yrs	20
Jet fuel used in Mongolia	r=0.56	24yrs	13
The number of fashion designers in California	r=0.48	20yrs	10
Geothermal power generated in Guatemala	r=0.54	24yrs	2
The number of waiters and waitresses in California	r=0.49	20yrs	0
Gasoline pumped in Maldives	r=0.53	28yrs	-8
The number of dining room and cafeteria attendants in California	r=0.49	20yrs	-10
Petroluem consumption in Palestinian Territories	r=0.55	25yrs	-18
The number of housekeepers in California	r=0.47	20yrs	-22
Petroluem consumption in Turks and Caicos Islands	r=0.54	27yrs	-28
The number of soil and plant scientists in California	r=0.49	18yrs	-32
Hydopower energy generated in Belize	r=0.49	27yrs	-42
The number of aircraft mechanics in California	r=0.47	20yrs	-44
Wind power generated in New Caledonia	r=0.5	26yrs	-52
The number of restaurant cooks in California	r=0.46	20yrs	-55
Nuclear power generation in Romania	r=0.5	26yrs	-62
The number of counter and rental clerks in California	r=0.46	20yrs	-65
Fossil fuel use in Eritrea	r=0.47	28yrs	-74
The number of court and municipal clerks in California	r=0.45	20yrs	-76
The number of hotel desk clerks in California	r=0.45	20yrs	-86

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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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