Top variables that correlate with Air pollution in Longview, Texas

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Data source: Environmental Protection Agency
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Air pollution in Longview, Texas correlates with...

Variable	Correlation	Years	Has img?
The number of vending machine repairers in Texas	r=0.9	20yrs	No
Kerosene used in Japan	r=0.78	43yrs	Yes!

Air pollution in Longview, Texas also correlates with...

Variable	Correlation	Years	Sys. Score
Physical album shipment volume in the United States	r=0.92	24yrs	378
The divorce rate in Texas	r=0.85	23yrs	358
US household spending on clothin for women	r=0.9	23yrs	354
US average milk-fat content of frozen dairy products	r=0.92	22yrs	353
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.9	22yrs	350
Fossil fuel use in Slovakia	r=0.89	29yrs	350
US birth rates of triplets or more	r=0.88	20yrs	346
The number of file clerks in Texas	r=0.88	20yrs	338
The number of meter readers, utilities in Texas	r=0.88	20yrs	338
Google searches for 'oprah winfrey'	r=0.86	20yrs	336
Liquefied petroleum gas used in Greenland	r=0.86	22yrs	336
US household spending on clothing	r=0.89	23yrs	322
US household spending on prescription drugs	r=0.89	23yrs	322
How nerdy Numberphile YouTube video titles are	r=0.91	13yrs	322
US household spending on clothing for men	r=0.88	23yrs	321
US household spending on books	r=0.88	23yrs	321
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.9	22yrs	320
US household spending on processed fruits	r=0.85	23yrs	316
The number of proofreaders in Texas	r=0.85	19yrs	302
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.88	22yrs	287
US average milk-fat content of cottage cheese	r=0.86	22yrs	274
Associates degrees awarded in Business and management	r=0.89	11yrs	262
The marriage rate in Texas	r=0.84	23yrs	250
Cigarette Smoking Rate for US adults	r=0.84	21yrs	228
Viewership count of American Idol Season Finale	r=0.81	21yrs	228
US Employment Rate	r=0.76	33yrs	228
Google searches for 'snoop dog'	r=0.84	20yrs	228
U.S. intercountry adoptions	r=0.81	23yrs	226
NASA's budget as a percentage of the total US Federal Budget	r=0.63	44yrs	226
Emmy Awards Ceremony viewership	r=0.72	36yrs	225
Popularity of the first name Abbey	r=0.8	43yrs	222
Popularity of the first name Nathanial	r=0.79	43yrs	221
Popularity of the first name Serina	r=0.79	43yrs	221
GMO use in cotton	r=0.82	23yrs	210
Petroluem consumption in Italy	r=0.77	43yrs	208
GMO use in cotton in Texas	r=0.81	23yrs	208
Asthma attacks in American children	r=0.73	23yrs	208
Total value of all $1 bills printed	r=0.73	33yrs	208
US household spending on transportation	r=0.82	23yrs	207
US household spending on fresh milk and cream	r=0.81	23yrs	206
US household spending on tobacco products and smoking supplies	r=0.81	23yrs	206
US household spending on floor coverings	r=0.8	23yrs	204
Google searches for 'report UFO sighting'	r=0.79	20yrs	197
Nuclear power generation in Germany	r=0.82	31yrs	196
Google searches for 'matt parker'	r=0.82	20yrs	196
Carjackings in the US	r=0.73	27yrs	195
Bankruptcy filings in the US	r=0.74	24yrs	192
The number of CEOs in Texas	r=0.85	20yrs	190
Popularity of the first name Josef	r=0.78	43yrs	190
Automotive recalls issued by Mercedes-Benz USA	r=-0.62	43yrs	190
Dominion Energy's stock price (D)	r=-0.87	22yrs	190
Edison International's stock price (EIX)	r=-0.87	22yrs	190
Rogers Communications' stock price (RCI)	r=-0.86	22yrs	189
Kerosene used in Central African Republic	r=0.81	35yrs	186
Popularity of the first name Garett	r=0.78	43yrs	180
The number of switchboard operators in Texas	r=0.85	20yrs	178
Gasoline pumped in Italy	r=0.76	43yrs	176
Ice cream consumption	r=0.83	32yrs	175
Popularity of the first name Reanna	r=0.77	43yrs	168
Petroluem consumption in Japan	r=0.76	43yrs	166
US milk fat used to produce fluid beverage milk	r=0.81	22yrs	164
The number of typists in Texas	r=0.82	20yrs	164
Google searches for 'shook'	r=0.8	20yrs	162
Gasoline pumped in Slovenia	r=0.84	31yrs	156
Popularity of the first name Seth	r=0.76	43yrs	156
US household spending on beef	r=0.79	23yrs	152
Google searches for 'Matt Parker'	r=0.82	17yrs	152
Popularity of the first name Alissa	r=0.76	43yrs	146
Electricity generation in U.S. Virgin Islands	r=0.73	42yrs	144
Milk consumption	r=0.75	32yrs	144
Google searches for 'learn spanish'	r=0.78	20yrs	140
Popularity of the first name Tyron	r=0.76	43yrs	136
Fossil fuel use in U.S. Virgin Islands	r=0.73	42yrs	134
Sherbet consumption	r=0.74	32yrs	132
Popularity of the first name Lourdes	r=0.76	43yrs	126
Gasoline pumped in Croatia	r=0.83	30yrs	124
Brick cheese consumption	r=0.78	27yrs	122
The number of postmasters in Texas	r=0.81	20yrs	122
Popularity of the first name Brendan	r=0.75	43yrs	115
Kerosene used in Philippines	r=0.74	42yrs	112
The number of floral designers in Texas	r=0.81	20yrs	112
Popularity of the first name Ruben	r=0.75	43yrs	105
Gasoline pumped in Switzerland	r=0.73	43yrs	102
The number of postal service machine operators in Texas	r=0.81	20yrs	102
Popularity of the first name Ernesto	r=0.75	43yrs	95
Kerosene used in Tunisia	r=0.74	42yrs	92
The number of university biological science teachers in Texas	r=0.8	20yrs	91
Popularity of the first name Raymundo	r=0.75	43yrs	85
Fossil fuel use in North Macedonia	r=0.78	30yrs	80
Popularity of the first name Jose	r=0.74	43yrs	74
Kerosene used in Indonesia	r=0.72	42yrs	70
Popularity of the first name Claudia	r=0.74	43yrs	64
Gasoline pumped in Norway	r=0.72	43yrs	60
Popularity of the first name Raul	r=0.74	43yrs	54
Gasoline pumped in Denmark	r=0.71	43yrs	49
Popularity of the first name Armando	r=0.74	43yrs	44
Petroluem consumption in Germany	r=0.78	32yrs	38
Popularity of the first name Jarrett	r=0.74	43yrs	34
Popularity of the first name Larissa	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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