Top variables that correlate with Air pollution in Youngstown, Ohio

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Data source: Environmental Protection Agency
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Air pollution in Youngstown, Ohio correlates with...

Variable	Correlation	Years	Sys. Score
The divorce rate in Ohio	r=0.91	23yrs	397
The number of payroll and timekeeping clerks in Ohio	r=0.91	20yrs	372
The number of bill collectors in Ohio	r=0.9	20yrs	342
US birth rates of triplets or more	r=0.85	20yrs	341
US Tobacco Production	r=0.88	23yrs	341
The number of file clerks in Ohio	r=0.86	20yrs	335
Cigarette Smoking Rate for US adults	r=0.85	21yrs	334
Jet fuel used in Former Czechoslovakia	r=0.9	13yrs	332
US household spending on clothing	r=0.89	23yrs	322
US household spending on clothing for men	r=0.88	23yrs	321
US household spending on clothin for women	r=0.88	23yrs	321
US household spending on fresh milk and cream	r=0.87	23yrs	320
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.87	22yrs	316
Associates degrees awarded in health assistance	r=0.92	11yrs	316
US household spending on postage and stationery	r=0.85	23yrs	316
US household spending on prescription drugs	r=0.85	23yrs	316
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.86	22yrs	314
US average milk-fat content of frozen dairy products	r=0.86	22yrs	314
Associates degrees awarded in Business operations	r=0.9	11yrs	294
Patents granted to Toshiba	r=0.88	12yrs	280
The number of executive administrative assistants in Ohio	r=0.9	13yrs	274
The number of first-line retail sales supervisors in Ohio	r=0.89	13yrs	262
Master's degrees awarded in gender studies	r=0.89	10yrs	262
The marriage rate in Ohio	r=0.85	23yrs	252
The number of tax examiners and collectors, and revenue agents in Ohio	r=0.88	13yrs	251
Master's degrees awarded in Liberal arts	r=0.89	10yrs	232
Number of Slot Machines in Nevada	r=0.68	39yrs	230
Physical album shipment volume in the United States	r=0.83	24yrs	230
Gasoline pumped in Ireland	r=0.7	43yrs	228
Jet fuel used in Djibouti	r=0.7	42yrs	226
Academy Awards Ceremony Audience Size	r=0.8	23yrs	224
U.S. intercountry adoptions	r=0.79	23yrs	222
Popularity of the first name Toby	r=0.79	43yrs	221
Master's degrees awarded in linguistics	r=0.88	10yrs	221
Popularity of the first name Caleigh	r=0.81	39yrs	220
Popularity of the first name Madyson	r=0.81	38yrs	219
The distance between Neptune and Saturn	r=0.74	44yrs	218
GMO use in cotton	r=0.84	23yrs	213
Associates degrees awarded in Business	r=0.88	11yrs	210
US household spending on books	r=0.81	23yrs	206
US household spending on tobacco products and smoking supplies	r=0.81	23yrs	206
US household spending on mortgage interest and charges	r=0.79	23yrs	202
Associates degrees awarded in Accounting	r=0.88	11yrs	200
US production of fluid beverage milk	r=0.83	22yrs	198
Fossil fuel use in Belgium	r=0.66	42yrs	194
The Walt Disney Company's stock price (DIS)	r=-0.86	22yrs	194
Illumina's stock price (ILMN)	r=-0.91	22yrs	194
Fidelity National Information Services' stock price (FIS)	r=-0.89	22yrs	192
Associates degrees awarded in social services	r=0.88	11yrs	190
Google searches for 'how to do magic'	r=0.77	20yrs	188
Popularity of the first name Angie	r=0.74	43yrs	184
US dairy skim solids used to produce milk fat and skim solids byproduct fluid beverage milk	r=0.81	22yrs	183
Liquefied petroleum gas used in Djibouti	r=0.73	33yrs	182
The number of labor relations specialists in Ohio	r=0.88	11yrs	179
Associates degrees awarded in Legal professions and studies	r=0.86	11yrs	178
Popularity of the first name Shaniya	r=0.76	41yrs	174
Petroluem consumption in Puerto Rico	r=0.67	42yrs	172
The number of layout workers, metal and plastic in Ohio	r=0.86	13yrs	168
The number of dishwashers in Ohio	r=0.83	20yrs	166
Popularity of the first name Deasia	r=0.75	40yrs	162
Cenovus Energy's stock price (CVE)	r=0.84	14yrs	161
Petroluem consumption in Netherlands Antilles	r=0.65	42yrs	159
The number of switchboard operators in Ohio	r=0.83	20yrs	156
Portion of all US dairy skim-solids allocated to the production of fluid beverage milk	r=0.83	22yrs	154
Popularity of the first name Jaylin	r=0.73	41yrs	150
SAP SE's stock price (SAP)	r=-0.87	22yrs	150
Liquefied petroleum gas used in Lithuania	r=0.72	31yrs	148
The number of library assistants in Ohio	r=0.83	20yrs	146
Popularity of the first name Kaylah	r=0.73	41yrs	140
US average milk-fat content of cottage cheese	r=0.8	22yrs	140
Boeing's stock price (BA)	r=-0.86	22yrs	140
The number of mechanical drafters in Ohio	r=0.82	20yrs	134
Becton, Dickinson and Company's stock price (BDX)	r=-0.87	22yrs	130
Popularity of the first name Jayson	r=0.71	43yrs	129
Ecolab's stock price (ECL)	r=-0.87	22yrs	120
Popularity of the first name Keyshawn	r=0.73	40yrs	119
Popularity of the first name Madisyn	r=0.75	37yrs	109
Realty Income's stock price (O)	r=-0.86	22yrs	109
Popularity of the first name Savana	r=0.73	40yrs	99
Global Payments' stock price (GPN)	r=-0.86	22yrs	99
Brown-Forman's stock price (BF.A)	r=-0.86	22yrs	89
Popularity of the first name Makenna	r=0.72	41yrs	88
Brown-Forman's stock price (BF.B)	r=-0.86	22yrs	79
Popularity of the first name Jaylan	r=0.76	34yrs	78
The number of advertising and promotions managers in Ohio	r=0.82	20yrs	74
McDonald's stock price (MCD)	r=-0.81	22yrs	68
Popularity of the first name Will	r=0.69	43yrs	66
The number of housekeepers in Ohio	r=0.81	20yrs	64
HDFC Bank's stock price (HDB)	r=-0.85	22yrs	58
Popularity of the first name Chris	r=0.68	43yrs	54
The number of salespeople in Ohio	r=0.82	20yrs	54
Unilever's stock price (UL)	r=-0.85	22yrs	48
The number of coil winders, tapers, and finishers in Ohio	r=0.82	20yrs	44
Popularity of the first name Faith	r=0.66	43yrs	42
The number of CEOs in Ohio	r=0.8	20yrs	32
Popularity of the first name Jada	r=0.65	43yrs	30
The number of database administrators in Ohio	r=0.82	18yrs	22
Popularity of the first name Trinity	r=0.65	43yrs	20
The number of counter and rental clerks in Ohio	r=0.8	20yrs	11
Popularity of the first name Ryley	r=0.66	42yrs	10
The number of travel agents in Ohio	r=0.8	20yrs	1

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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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