Top variables that correlate with Air pollution in Santa Maria, California

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Data source: Environmental Protection Agency
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Air pollution in Santa Maria, California correlates with...

Variable	Correlation	Years	Sys. Score
Remaining Forest Cover in the Brazilian Amazon	r=0.95	35yrs	430
Motor vehicle thefts	r=0.92	37yrs	398
Arson in United States	r=0.91	37yrs	397
Carjackings in the US	r=0.91	27yrs	387
Petroluem consumption in Uzbekistan	r=0.93	30yrs	384
Popularity of the first name Corey	r=0.94	42yrs	378
Popularity of the first name Justine	r=0.94	42yrs	378
Popularity of the first name Kory	r=0.94	42yrs	378
US Hospital Occupancy Rate	r=0.91	18yrs	370
Kerosene used in Pakistan	r=0.88	42yrs	358
Kerosene used in Egypt	r=0.87	42yrs	357
Violent crime rates	r=0.9	37yrs	356
Popularity of the first name Justina	r=0.94	42yrs	348
US milk fat used to produce fluid beverage milk	r=0.88	22yrs	340
Frozen yogurt consumption	r=0.89	32yrs	339
Popularity of the first name Krysten	r=0.94	42yrs	338
Physical album shipment volume in the United States	r=0.86	23yrs	338
Cottage cheese consumption	r=0.88	32yrs	338
The wind speed in Los Angeles	r=0.86	21yrs	338
The number of couriers and messengers in California	r=0.88	19yrs	337
Popularity of the first name Brittney	r=0.93	42yrs	326
Robberies in the US	r=0.9	37yrs	326
Kerosene used in Macau	r=0.86	42yrs	326
US household spending on books	r=0.88	22yrs	320
US household spending on beef	r=0.86	22yrs	317
Popularity of the first name Shaina	r=0.93	42yrs	316
Arson in California	r=0.89	37yrs	314
Gasoline pumped in Germany	r=0.9	31yrs	310
Popularity of the first name Korey	r=0.93	42yrs	306
Burglary rates in the US	r=0.89	37yrs	304
Milk consumption	r=0.85	32yrs	304
Gasoline pumped in Lithuania	r=0.87	30yrs	295
Popularity of the first name Cory	r=0.92	42yrs	294
Robberies in California	r=0.87	37yrs	291
Popularity of the first name Kasey	r=0.92	42yrs	284
Burglaries in California	r=0.86	37yrs	280
Popularity of the first name Mayra	r=0.92	42yrs	274
Popularity of the first name Chantel	r=0.92	42yrs	264
Popularity of the first name Shantel	r=0.92	42yrs	254
NASA's budget as a percentage of the total US Federal Budget	r=0.82	42yrs	252
Customer satisfaction with Verizon	r=0.81	28yrs	252
Customer satisfaction with Frontier Communications	r=0.81	28yrs	252
Customer satisfaction with Walmart	r=0.79	27yrs	248
The wind speed in San Diego	r=0.85	38yrs	248
Popularity of the first name Alycia	r=0.92	42yrs	244
Viewership count for Days of Our Lives	r=0.75	42yrs	240
Popularity of the first name Ashli	r=0.92	42yrs	234
Disney movies released	r=0.82	22yrs	234
Popularity of the first name Chantal	r=0.92	42yrs	224
Total annual sales of Ford Motors in the United States	r=0.82	23yrs	224
Divorce rates in the United Kingdom	r=0.71	33yrs	222
The distance between Neptune and the Sun	r=0.74	42yrs	216
The distance between Neptune and Earth	r=0.74	42yrs	216
The distance between Neptune and the moon	r=0.74	42yrs	216
Popularity of the first name Jaimie	r=0.92	42yrs	214
Annual US household spending on books	r=0.84	22yrs	209
US household spending on pork	r=0.82	22yrs	206
Popularity of the first name Stefani	r=0.92	42yrs	204
US household spending on meats, poultry, fish, and eggs	r=0.81	22yrs	204
US household spending on processed fruits	r=0.81	22yrs	204
Total number of automotive recalls	r=-0.75	42yrs	200
Automotive recalls issued by Honda	r=-0.7	42yrs	198
Number of Lawyers in the United States	r=-0.94	33yrs	196
Automotive recalls issued by Nissan North America	r=-0.68	42yrs	196
Customer satisfaction with Apple	r=-0.85	28yrs	196
Popularity of the first name Jerrica	r=0.92	42yrs	194
The number of purchasing managers in California	r=0.81	19yrs	192
The number of transit police in California	r=0.81	19yrs	192
Automotive recalls for issues with the Power Train	r=-0.68	42yrs	191
Automotive recalls issued by BMW of North America	r=-0.63	42yrs	190
Average SAT score in math	r=-0.73	32yrs	190
Automotive recalls for issues with the Electrical System	r=-0.66	42yrs	189
Automotive recalls for issues with the Engine And Engine Cooling	r=-0.66	42yrs	189
Gasoline pumped in Austria	r=0.83	42yrs	186
US milk fat used to produce frozen dairy products	r=0.82	22yrs	186
Popularity of the first name Jerica	r=0.92	42yrs	184
The distance between Neptune and Mercury	r=0.7	42yrs	180
Gasoline pumped in France	r=0.83	42yrs	176
Gasoline pumped in United Kingdom	r=0.83	42yrs	166
Processed cheese consumption	r=0.79	27yrs	164
The number of proofreaders in California	r=0.81	19yrs	162
Gasoline pumped in Belgium	r=0.82	42yrs	154
Ice cream consumption	r=0.73	32yrs	150
The number of sheet metal workers in California	r=0.78	19yrs	147
Jet fuel used in Afghanistan	r=0.81	42yrs	143
Evaporated and condensed milk consumption	r=0.72	32yrs	138
The number of cabinetmakers in California	r=0.78	19yrs	137
Kerosene used in North Korea	r=0.81	42yrs	133
US average milk-fat content of frozen dairy products	r=0.84	22yrs	126
Kerosene used in Argentina	r=0.8	42yrs	122
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.83	22yrs	114
Petroluem consumption in North Korea	r=0.8	42yrs	112
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.81	22yrs	102
Kerosene used in Thailand	r=0.79	42yrs	100
Average milk produced per cow in the US	r=-0.73	42yrs	89
Kerosene used in Peru	r=0.78	42yrs	88
Kerosene used in Brazil	r=0.77	42yrs	77
US production of frozen dairy products	r=0.78	22yrs	70
Kerosene used in Nicaragua	r=0.77	42yrs	67
Jet fuel used in Syria	r=0.77	42yrs	57
Kerosene used in Syria	r=0.77	42yrs	47

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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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