Top variables that correlate with Air pollution in Fresno, California

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

Variable	Correlation	Years	Has img?
US household spending on books	r=0.9	23yrs	Yes!

Air pollution in Fresno, California also correlates with...

Variable	Correlation	Years	Sys. Score
US household spending on processed fruits	r=0.87	23yrs	320
Kerosene used in Peru	r=0.81	42yrs	243
Automotive recalls for issues with Vehicle Speed Control	r=0.64	43yrs	240
Kerosene used in Japan	r=0.78	43yrs	240
Kerosene used in Macau	r=0.79	42yrs	240
Physical album shipment volume in the United States	r=0.84	24yrs	231
Remaining Forest Cover in the Brazilian Amazon	r=0.71	36yrs	230
NASA's budget as a percentage of the total US Federal Budget	r=0.66	44yrs	230
Arson in United States	r=0.69	38yrs	230
Viewership count for Days of Our Lives	r=0.67	42yrs	228
Arson in California	r=0.68	38yrs	228
US Hospital Occupancy Rate	r=0.85	18yrs	226
The number of coil winders, tapers, and finishers in California	r=0.83	20yrs	226
Ice cream consumption	r=0.83	32yrs	225
Popularity of the first name Jared	r=0.81	43yrs	224
Burglary rates in the US	r=0.65	38yrs	224
Popularity of the first name Jarrett	r=0.8	43yrs	222
Total annual sales of Ford Motors in the United States	r=0.8	23yrs	221
Popularity of the first name Elisabeth	r=0.79	43yrs	221
Emmy Awards Ceremony viewership	r=0.67	36yrs	218
The distance between Neptune and the Sun	r=0.73	44yrs	216
The distance between Neptune and Earth	r=0.72	44yrs	214
The distance between Neptune and the moon	r=0.72	44yrs	214
Gasoline pumped in Norway	r=0.77	43yrs	208
Annual US household spending on books	r=0.81	23yrs	206
US household spending on beef	r=0.81	23yrs	206
US household spending on pork	r=0.8	23yrs	204
US household spending on transportation	r=0.8	23yrs	204
US average milk-fat content of frozen dairy products	r=0.82	22yrs	203
US household spending on meats, poultry, fish, and eggs	r=0.79	23yrs	202
Kerosene used in Syria	r=0.77	42yrs	197
Average milk produced per cow in the US	r=-0.7	43yrs	197
Total number of automotive recalls	r=-0.7	43yrs	196
Automotive recalls for issues with the Electrical System	r=-0.69	43yrs	193
Automotive recalls issued by BMW of North America	r=-0.63	43yrs	192
Popularity of the first name Jillian	r=0.78	43yrs	190
Customer satisfaction with Apple	r=-0.79	28yrs	190
Automotive recalls for issues with the Power Train	r=-0.65	43yrs	189
US Employment Rate	r=0.68	33yrs	186
Customer satisfaction with Southwest Airlines	r=-0.76	28yrs	186
Gasoline pumped in United Kingdom	r=0.75	43yrs	185
Total number of live births in Australia	r=-0.8	43yrs	184
Budget for largest movie production	r=-0.73	43yrs	180
Hotdogs consumed by Nathan's Hot Dog Eating Competition Champion	r=-0.7	43yrs	180
Popularity of the first name Jacqueline	r=0.77	43yrs	178
The distance between Neptune and Mercury	r=0.68	44yrs	178
Patents granted in the US	r=-0.66	41yrs	176
USA Population	r=-0.71	43yrs	175
Kerosene used globally	r=0.75	42yrs	174
Asthma attacks in American children	r=0.64	23yrs	174
GMO use in cotton	r=0.77	23yrs	172
Patents granted in the US	r=-0.65	41yrs	172
US household spending on clothing for men	r=0.78	23yrs	171
Popularity of the first name Claudia	r=0.77	43yrs	168
Disney movies released	r=0.71	23yrs	168
US household spending on clothing	r=0.76	23yrs	168
xkcd comics published about sarcasm	r=0.76	17yrs	168
Total comments on CGP Grey YouTube videos	r=0.75	13yrs	168
Kerosene used in China	r=0.75	42yrs	164
US milk fat used to produce fluid beverage milk	r=0.79	22yrs	162
Motor vehicle thefts	r=0.64	38yrs	162
Popularity of the first name Lissette	r=0.77	43yrs	158
Kerosene used in Brazil	r=0.74	42yrs	152
US milk fat used to produce frozen dairy products	r=0.77	22yrs	148
Popularity of the first name Tommy	r=0.76	43yrs	146
Petroluem consumption in Italy	r=0.73	43yrs	142
Violent crime rates	r=0.55	38yrs	139
Popularity of the first name Johnna	r=0.76	43yrs	136
Petroluem consumption in Antarctica	r=0.71	42yrs	128
Popularity of the first name Nicholas	r=0.75	43yrs	125
Hollister retail store count worldwide	r=-0.87	23yrs	121
US milk fat used to produce sour cream	r=-0.87	22yrs	120
Petroluem consumption in Denmark	r=0.7	43yrs	118
Popularity of the first name Lauren	r=0.75	43yrs	115
US Annual Tax Revenue	r=-0.67	42yrs	115
Gasoline pumped in France	r=0.7	43yrs	108
Milk consumption	r=0.64	32yrs	108
Intel Corporation's annual revenue	r=-0.7	36yrs	107
Popularity of the first name Vanessa	r=0.75	43yrs	105
Total Sales at Clothing and Accessories Stores	r=-0.71	31yrs	101
US dairy skim solids used to produce sour cream	r=-0.87	22yrs	98
Fossil fuel use in Slovakia	r=0.77	29yrs	97
Total budget of Marvel comic-based films released	r=-0.67	35yrs	96
Popularity of the first name Catherine	r=0.75	43yrs	95
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.79	22yrs	88
Kerosene used in El Salvador	r=0.7	42yrs	86
Popularity of the first name Cindy	r=0.75	43yrs	85
US production of yogurt, nonfrozen	r=-0.84	22yrs	77
Liquefied petroleum gas used in Luxembourg	r=0.69	43yrs	76
Popularity of the first name Kacie	r=0.75	43yrs	75
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.78	22yrs	67
Gasoline pumped in Slovenia	r=0.77	31yrs	66
Popularity of the first name Arlene	r=0.75	43yrs	65
Kerosene used in Tunisia	r=0.7	42yrs	56
Popularity of the first name Lisette	r=0.75	43yrs	55
Popularity of the first name Cathryn	r=0.75	43yrs	45
Hydopower energy generated in Denmark	r=0.66	42yrs	44
Fossil fuel use in Greenland	r=0.66	42yrs	34
Popularity of the first name Andrew	r=0.74	43yrs	34
Popularity of the first name Joseph	r=0.74	43yrs	24

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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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