Top variables that correlate with Air pollution in Johnstown, Pennsylvania

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Data source: Environmental Protection Agency
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Air pollution in Johnstown, Pennsylvania correlates with...

Variable	Correlation	Years	Has img?
Master's degrees awarded in Education	r=0.99	10yrs	Yes!
The number of floral designers in Pennsylvania	r=0.82	20yrs	Yes!

Air pollution in Johnstown, Pennsylvania also correlates with...

Variable	Correlation	Years	Sys. Score
Associates degrees awarded in Education	r=0.96	11yrs	382
Physical album shipment volume in the United States	r=0.85	24yrs	338
Popularity of the first name Nautica	r=0.86	31yrs	324
Master's degrees awarded in Library science	r=0.94	10yrs	320
US household spending on books	r=0.87	23yrs	320
US household spending on processed fruits	r=0.86	23yrs	318
The number of farm equipment mechanics in Pennsylvania	r=0.9	13yrs	304
Associates degrees awarded in Business and management	r=0.93	11yrs	288
How 'hip and with it' Extra History YouTube video titles are	r=0.87	12yrs	264
Bachelor's degrees awarded in gender studies	r=0.9	10yrs	254
Petroluem consumption in Denmark	r=0.82	43yrs	246
Kerosene used in Norway	r=0.79	43yrs	241
Petroluem consumption in Sweden	r=0.78	43yrs	240
The number of tax examiners and collectors, and revenue agents in Pennsylvania	r=0.87	13yrs	240
Remaining Forest Cover in the Brazilian Amazon	r=0.7	36yrs	228
The number of prepress technicians and workers in Pennsylvania	r=0.85	20yrs	228
Total annual sales of Ford Motors in the United States	r=0.82	23yrs	224
Career regular season goals scored by Sidney Crosby	r=0.81	21yrs	224
Ice cream consumption	r=0.82	32yrs	224
Arson in Pennsylvania	r=0.65	38yrs	224
Viewership count for Days of Our Lives	r=0.63	42yrs	222
Popularity of the first name Sommer	r=0.8	43yrs	222
US Employment Rate	r=0.71	33yrs	220
Popularity of the first name Tommy	r=0.78	43yrs	220
Google searches for 'attacked by a squirrel'	r=0.78	20yrs	212
The distance between Neptune and the Sun	r=0.7	44yrs	212
The distance between Neptune and Earth	r=0.7	44yrs	212
The distance between Neptune and the moon	r=0.7	44yrs	212
Associates degrees awarded in Business management	r=0.89	11yrs	212
US household spending on clothing for men	r=0.82	23yrs	207
US household spending on prescription drugs	r=0.82	23yrs	207
Kerosene used in Peru	r=0.76	42yrs	206
US household spending on transportation	r=0.81	23yrs	206
US average milk-fat content of frozen dairy products	r=0.83	22yrs	204
US household spending on clothing	r=0.8	23yrs	204
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.81	22yrs	202
US household spending on clothin for women	r=0.79	23yrs	202
Master's degrees awarded in Transportation	r=0.89	10yrs	202
Kerosene used in United States	r=0.76	43yrs	196
Customer satisfaction with Apple	r=-0.85	28yrs	196
The number of cutters and trimmers, hand in Pennsylvania	r=0.82	20yrs	194
Arson in United States	r=0.65	38yrs	194
Motor vehicle thefts in Pennsylvania	r=0.65	38yrs	194
NASA's budget as a percentage of the total US Federal Budget	r=0.61	44yrs	192
Total number of automotive recalls	r=-0.66	43yrs	192
Google searches for 'oprah winfrey'	r=0.8	20yrs	192
Customer satisfaction with Dillard's	r=-0.82	27yrs	192
Google searches for 'snoop dog'	r=0.78	20yrs	190
Popularity of the first name Lesley	r=0.78	43yrs	190
Carjackings in the US	r=0.68	27yrs	188
Customer satisfaction with Southwest Airlines	r=-0.77	28yrs	188
Customer satisfaction with Kohl's	r=0.76	19yrs	186
Fossil fuel use in Slovakia	r=0.81	29yrs	183
Popularity of the first name Aja	r=0.77	43yrs	178
The distance between Neptune and Mercury	r=0.68	44yrs	178
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.81	22yrs	172
Petroluem consumption in Germany	r=0.79	32yrs	170
Popularity of the first name Chastity	r=0.75	43yrs	165
Motor vehicle thefts	r=0.63	38yrs	161
The distance between Neptune and Venus	r=0.63	44yrs	161
Gasoline pumped in Germany	r=0.79	32yrs	160
Average milk produced per cow in the US	r=-0.69	43yrs	156
Popularity of the first name Josefina	r=0.75	43yrs	155
Kerosene used in Portugal	r=0.71	43yrs	149
The number of telemarketers in Pennsylvania	r=0.82	20yrs	146
Popularity of the first name Chasity	r=0.74	43yrs	144
Gasoline pumped in Slovenia	r=0.79	31yrs	139
US milk fat used to produce fluid beverage milk	r=0.77	22yrs	138
Burglary rates in the US	r=0.6	38yrs	136
Popularity of the first name Melisa	r=0.74	43yrs	134
The number of counter and rental clerks in Pennsylvania	r=0.8	20yrs	131
Kerosene used globally	r=0.71	42yrs	128
Popularity of the first name Kenyatta	r=0.74	43yrs	124
The number of postmasters in Pennsylvania	r=0.79	20yrs	120
Kerosene used in China	r=0.71	42yrs	118
Popularity of the first name Erik	r=0.73	43yrs	112
The number of geography teachers in Pennsylvania	r=0.79	20yrs	110
Kerosene used in El Salvador	r=0.71	42yrs	108
Popularity of the first name Leslie	r=0.73	43yrs	102
The number of postal service machine operators in Pennsylvania	r=0.79	20yrs	100
Liquefied petroleum gas used in Greenland	r=0.83	22yrs	96
Popularity of the first name Jaime	r=0.73	43yrs	92
The number of heat treating equipment setters, operators, and tenders, metal and plastic in Pennsylvania	r=0.79	20yrs	90
Hydopower energy generated in Denmark	r=0.67	42yrs	85
Popularity of the first name Charity	r=0.73	43yrs	82
The number of legislators in Pennsylvania	r=0.77	20yrs	78
Kerosene used in Cabo Verde	r=0.69	42yrs	75
Popularity of the first name Kathy	r=0.73	43yrs	72
The number of psychiatric aides in Pennsylvania	r=0.78	20yrs	68
Jet fuel used in Saint Vincent/Grenadines	r=0.81	24yrs	65
Popularity of the first name Alisa	r=0.73	43yrs	62
The number of switchboard operators in Pennsylvania	r=0.77	20yrs	56
Petroluem consumption in Finland	r=0.67	43yrs	53
Popularity of the first name Salvatore	r=0.73	43yrs	52
Gasoline pumped in France	r=0.67	43yrs	43
Popularity of the first name Dora	r=0.73	43yrs	42
Petroluem consumption in Italy	r=0.67	43yrs	33
Popularity of the first name Karen	r=0.72	43yrs	30
Popularity of the first name Cindy	r=0.72	43yrs	20

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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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