Top variables that correlate with Air pollution in Sacramento

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Data source: Environmental Protection Agency
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Air pollution in Sacramento correlates with...

Variable	Correlation	Years	Sys. Score
The number of survey researchers in California	r=0.9	20yrs	371
U.S. intercountry adoptions	r=0.86	23yrs	338
The number of data entry keyers in California	r=0.88	20yrs	338
The number of sewing machine operators in California	r=0.86	20yrs	335
GMO use in cotton	r=0.87	23yrs	322
The number of postal service machine operators in California	r=0.85	20yrs	304
The number of sheet metal workers in California	r=0.85	20yrs	294
The number of upholsterers in California	r=0.85	20yrs	284
US birth rates of triplets or more	r=0.83	20yrs	233
Physical album shipment volume in the United States	r=0.84	24yrs	231
Kerosene used in Brazil	r=0.71	42yrs	228
Jet fuel used in American Samoa	r=0.67	42yrs	222
Liquefied petroleum gas used in Greenland	r=0.8	22yrs	222
Popularity of the first name Jamar	r=0.76	43yrs	216
Popularity of the first name Bryan	r=0.74	43yrs	214
Popularity of the first name Lance	r=0.74	43yrs	214
US household spending on postage and stationery	r=0.83	23yrs	208
AIG's stock price (AIG)	r=0.75	22yrs	206
Lloyds Banking Group's stock price (LYG)	r=0.75	22yrs	206
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.83	22yrs	204
Citigroup's stock price (C)	r=0.74	22yrs	204
US household spending on books	r=0.8	23yrs	204
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.82	22yrs	203
US average milk-fat content of frozen dairy products	r=0.82	22yrs	203
US household spending on prescription drugs	r=0.79	23yrs	202
The distance between Neptune and the Sun	r=0.62	44yrs	200
The distance between Neptune and Earth	r=0.62	44yrs	200
The distance between Neptune and the moon	r=0.62	44yrs	200
Kerosene used in Hong Kong	r=0.65	42yrs	189
Cigarette Smoking Rate for US adults	r=0.76	21yrs	186
Popularity of the first name Nick	r=0.73	43yrs	182
Kerosene used in Greece	r=0.64	42yrs	178
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.81	22yrs	172
US household spending on fresh milk and cream	r=0.78	23yrs	171
US household spending on floor coverings	r=0.78	23yrs	171
Total employee count at Continental AG	r=-0.83	24yrs	170
Google searches for 'what is the FDIC'	r=-0.88	20yrs	170
US household spending on clothin for women	r=0.77	23yrs	170
Popularity of the first name Jillian	r=0.72	43yrs	170
Ticket prices at North American movie theaters	r=-0.83	22yrs	169
The number of conveyor operators in California	r=0.85	20yrs	168
Economic output of Washington metro area	r=-0.85	21yrs	167
Adidas Group's Global Net Sales	r=-0.85	23yrs	166
Popularity of the first name Maryann	r=0.72	43yrs	160
McDonald's stock price (MCD)	r=-0.8	22yrs	158
The number of cutters and trimmers, hand in California	r=0.84	20yrs	157
US milk fat used to produce fluid beverage milk	r=0.79	22yrs	152
Popularity of the first name Joel	r=0.71	43yrs	149
The number of advertising and promotions managers in California	r=0.83	20yrs	146
Chevron's stock price (CVX)	r=-0.82	22yrs	145
Popularity of the first name Melvin	r=0.71	43yrs	139
The number of telemarketers in California	r=0.82	20yrs	136
Hydopower energy generated in Denmark	r=0.6	42yrs	134
US production of cottage cheese	r=0.74	22yrs	134
General Electric's stock price (GE)	r=0.72	22yrs	134
Popularity of the first name Vicky	r=0.71	43yrs	129
Petroluem consumption in Mauritania	r=-0.83	42yrs	124
EOG Resources' stock price (EOG)	r=-0.81	22yrs	124
US dairy skim solids used to produce cottage cheese	r=0.74	22yrs	122
Popularity of the first name Carmen	r=0.7	43yrs	118
Aflac's stock price (AFL)	r=-0.81	22yrs	114
Petroluem consumption in Bulgaria	r=0.61	42yrs	113
Average number of milk cows in the United States	r=0.55	43yrs	110
Popularity of the first name Antoine	r=0.7	43yrs	108
Archer-Daniels-Midland Company's stock price (ADM)	r=-0.8	22yrs	103
Gasoline pumped in Somalia	r=0.61	42yrs	103
Popularity of the first name Antwan	r=0.7	43yrs	98
The number of agricultural sciences teachers in California	r=0.83	19yrs	94
Kerosene used in Macau	r=0.6	42yrs	92
US production of sour cream	r=-0.84	22yrs	87
Barclays' stock price (BCS)	r=0.69	22yrs	86
Popularity of the first name Ben	r=0.69	43yrs	86
Liquefied petroleum gas used in Mauritania	r=-0.8	42yrs	82
The number of tool and die makers in California	r=0.81	20yrs	82
US average milk-fat content of cottage cheese	r=0.78	22yrs	77
Popularity of the first name Lacy	r=0.69	43yrs	76
HSBC Holdings' stock price (HSBC)	r=0.68	22yrs	75
Liquefied petroleum gas used in Saudi Arabia	r=-0.8	42yrs	72
The number of title examiners, abstractors, and searchers in California	r=0.8	20yrs	71
Popularity of the first name Dianna	r=0.69	43yrs	66
Jet fuel used in Zambia	r=0.6	42yrs	62
Vodafone Group's stock price (VOD)	r=0.66	22yrs	62
The number of file clerks in California	r=0.8	20yrs	61
Popularity of the first name Jenifer	r=0.69	43yrs	56
The number of painting, coating, and decorating workers in California	r=0.8	20yrs	51
Gasoline pumped in Austria	r=0.58	43yrs	50
Popularity of the first name William	r=0.68	43yrs	44
The number of bridge and lock tenders in California	r=0.8	20yrs	41
Kerosene used in United States	r=0.58	43yrs	40
Popularity of the first name Andrea	r=0.68	43yrs	34
The number of couriers and messengers in California	r=0.79	20yrs	30
Kerosene used in Australia	r=0.57	43yrs	28
Popularity of the first name Leslie	r=0.68	43yrs	24
The number of prepress technicians and workers in California	r=0.79	20yrs	20
Liquefied petroleum gas used in Lithuania	r=0.65	31yrs	18
Popularity of the first name Danny	r=0.68	43yrs	14
The number of purchasing managers in California	r=0.78	20yrs	8
Jet fuel used in Fiji	r=0.57	42yrs	7
The number of motion picture projectionists in California	r=0.78	20yrs	-2
Fossil fuel use in Guinea-Bissau	r=-0.71	42yrs	-4
Hydopower energy generated in Turkiye	r=-0.71	42yrs	-14

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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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