Top variables that correlate with Air quality in Madera, California

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

Variable	Correlation	Years	Sys. Score
The number of elementary school teachers in California	r=0.91	20yrs	372
The average number of likes on Mark Rober YouTube videos	r=0.92	12yrs	362
The number of furniture finishers in California	r=0.88	20yrs	338
Google searches for 'restaurant near me'	r=0.91	12yrs	336
Patents granted to Samsung Electronics	r=0.92	12yrs	336
Patents granted to Mitsubishi	r=0.92	12yrs	336
The number of surveyors in California	r=0.86	20yrs	335
Annual book sales in the US	r=0.92	11yrs	334
Patents granted to Toyota	r=0.91	12yrs	334
Total views on Mark Rober YouTube videos	r=0.9	12yrs	319
Portion of all US dairy skim-solids allocated to the production of cottage cheese	r=0.87	22yrs	316
Associates degrees awarded in Liberal arts	r=0.92	11yrs	316
Associates degrees awarded in Physical sciences	r=0.92	11yrs	316
Global Per Capita Rice Consumption	r=0.86	20yrs	315
Associates degrees awarded in Precision production	r=0.91	11yrs	315
Biomass power generated in Moldova	r=0.92	9yrs	314
Solar power generated in Kuwait	r=0.91	9yrs	313
Average number of comments on Mark Rober YouTube videos	r=0.88	12yrs	306
Google searches for 'instagram'	r=0.9	12yrs	304
Patents granted to Dell	r=0.88	11yrs	279
Total length of Extra History YouTube videos	r=0.87	11yrs	274
Wind power generated in Panama	r=0.9	9yrs	272
Bachelor's degrees awarded in Business	r=0.91	10yrs	266
Global iPod Sales	r=0.87	9yrs	262
Associates degrees awarded in Physical sciences	r=0.91	11yrs	255
Petroluem consumption in Greece	r=0.82	42yrs	244
Associates degrees awarded in Engineering	r=0.9	11yrs	244
Total length of SciShow Space YouTube videos	r=0.85	9yrs	244
The number of event planners in California	r=0.88	11yrs	229
Popularity of the first name Carolina	r=0.84	42yrs	228
US Employment Rate	r=0.75	33yrs	226
Popularity of the first name Jazmine	r=0.82	42yrs	224
Popularity of the first name Oscar	r=0.81	42yrs	223
The number of market research analysts in California	r=0.88	11yrs	219
Petroluem consumption in Portugal	r=0.81	42yrs	213
Sherbet consumption	r=0.75	32yrs	213
Annual US household spending on floor coverings	r=0.84	23yrs	210
Weyerhaeuser Company's stock price (WY)	r=0.76	21yrs	206
How cool MrBeast's YouTube video titles are	r=0.89	11yrs	206
Associates degrees awarded in History	r=0.9	11yrs	204
Automotive recalls for issues with the Child Seat	r=0.59	42yrs	202
Average number of milk cows in the United States	r=-0.72	42yrs	198
The number of postal service mail carriers in California	r=0.83	20yrs	196
Popularity of the first name Jazmin	r=0.81	42yrs	193
Associates degrees awarded in Communication	r=0.89	11yrs	192
Gasoline pumped in American Samoa	r=0.8	41yrs	190
International Business Machines' stock price (IBM)	r=-0.87	21yrs	189
The number of embalmers in California	r=0.82	20yrs	184
Global count of operating nuclear power plants	r=0.61	42yrs	184
Popularity of the first name Paulina	r=0.81	42yrs	183
Associates degrees awarded in Mathematics and statistics	r=0.89	11yrs	182
Fossil fuel use in Macau	r=0.77	41yrs	179
Popularity of the first name Samuel	r=0.8	42yrs	172
Associates degrees awarded in Multi/interdisciplinary studies	r=0.89	11yrs	172
How professional-sounding MrBeast's YouTube video titles are	r=0.86	11yrs	172
Gasoline pumped in Portugal	r=0.77	42yrs	167
Popularity of the first name Tomas	r=0.8	42yrs	162
Master's degrees awarded in journalism	r=0.89	10yrs	162
US production of cottage cheese	r=0.76	22yrs	157
Gasoline pumped in Iceland	r=0.76	42yrs	156
Popularity of the first name Agustin	r=0.8	42yrs	152
Bachelor's degrees awarded in Engineering	r=0.88	10yrs	151
US milk fat used to produce cottage cheese	r=0.76	22yrs	147
Total likes of Mark Rober YouTube videos	r=0.85	12yrs	146
Petroluem consumption in Jamaica	r=0.75	41yrs	143
Popularity of the first name Lucero	r=0.8	42yrs	142
Associates degrees awarded in literature	r=0.88	11yrs	140
US milk fat used to produce fluid beverage milk	r=0.75	22yrs	136
Fossil fuel use in Guam	r=0.72	41yrs	132
Popularity of the first name Omar	r=0.79	42yrs	130
Associates degrees awarded in Philosophy and religious studies	r=0.88	11yrs	130
Total likes of MrBeast's YouTube videos	r=0.85	11yrs	126
The number of construction laborers in California	r=0.81	20yrs	122
Liquefied petroleum gas used in Austria	r=0.72	42yrs	120
Popularity of the first name Gabriela	r=0.79	42yrs	120
Associates degrees awarded in Music and dance	r=0.88	11yrs	120
Average length of Numberphile YouTube videos	r=0.82	12yrs	112
Gasoline pumped in Luxembourg	r=0.72	42yrs	110
Popularity of the first name Javier	r=0.79	42yrs	110
The number of city bus drivers in California	r=0.78	20yrs	110
Associates degrees awarded in Parks & Recreation	r=0.87	11yrs	109
Liquefied petroleum gas used in Switzerland	r=0.72	42yrs	100
Popularity of the first name Andres	r=0.79	42yrs	100
Associates degrees awarded in Science technologies	r=0.86	11yrs	98
The number of cabinetmakers in California	r=0.77	20yrs	96
Popularity of the first name Rafael	r=0.79	42yrs	90
Electricity generation in Guam	r=0.7	41yrs	88
Associates degrees awarded in Social sciences and history	r=0.86	11yrs	88
Popularity of the first name Kaylyn	r=0.79	42yrs	80
Jet fuel used in Burundi	r=0.72	41yrs	78
Associates degrees awarded in Fine and studio arts	r=0.86	11yrs	78
Popularity of the first name Noemi	r=0.79	42yrs	70
Gasoline pumped in Greece	r=0.71	42yrs	68
Associates degrees awarded in Social sciences	r=0.85	11yrs	66
Popularity of the first name Marquez	r=0.79	42yrs	60
Liquefied petroleum gas used in Portugal	r=0.71	42yrs	58
Popularity of the first name Alejandro	r=0.78	42yrs	48
Fossil fuel use in Greece	r=0.69	41yrs	47
Popularity of the first name Devyn	r=0.78	42yrs	38
Petroluem consumption in U.S. Pacific Islands	r=0.71	41yrs	37
Popularity of the first name Vicente	r=0.78	42yrs	28

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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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