Top variables that correlate with Air pollution in Washington, D.C.

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Data source: Environmental Protection Agency
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Air pollution in Washington, D.C. correlates with...

Variable	Correlation	Years	Sys. Score
Average length of LockPickingLawyer YouTube videos	r=0.91	9yrs	338
US household spending on clothin for women	r=0.89	23yrs	322
US household spending on clothing	r=0.88	23yrs	321
US household spending on clothing for men	r=0.88	23yrs	321
Kerosene used globally	r=0.8	42yrs	242
Burglary rates in the US	r=0.73	38yrs	236
Gasoline pumped in Austria	r=0.73	43yrs	232
Kerosene used in Brazil	r=0.74	42yrs	232
NASA's budget as a percentage of the total US Federal Budget	r=0.66	44yrs	230
Popularity of the first name William	r=0.84	43yrs	228
Popularity of the first name Brant	r=0.84	43yrs	228
Arson in United States	r=0.68	38yrs	228
Popularity of the first name Joel	r=0.83	43yrs	227
Viewership count for Days of Our Lives	r=0.66	42yrs	226
US Tobacco Production	r=0.81	23yrs	226
The distance between Neptune and the Sun	r=0.79	44yrs	225
Physical album shipment volume in the United States	r=0.79	24yrs	224
The distance between Neptune and Earth	r=0.78	44yrs	224
The distance between Neptune and the moon	r=0.78	44yrs	224
Emmy Awards Ceremony viewership	r=0.67	36yrs	218
Milk consumption	r=0.7	32yrs	207
Ice cream consumption	r=0.71	32yrs	207
Automotive recalls for issues with the Electrical System	r=-0.83	43yrs	207
Average milk produced per cow in the US	r=-0.77	43yrs	204
US household spending on fresh milk and cream	r=0.8	23yrs	204
US household spending on prescription drugs	r=0.8	23yrs	204
US household spending on tobacco products and smoking supplies	r=0.8	23yrs	204
Gasoline pumped in Norway	r=0.73	43yrs	202
Automotive recalls issued by BMW of North America	r=-0.73	43yrs	202
Automotive recalls issued by Mercedes-Benz USA	r=-0.73	43yrs	202
US household spending on postage and stationery	r=0.79	23yrs	202
US household spending on shoes	r=0.79	23yrs	202
Total number of automotive recalls	r=-0.74	43yrs	200
Automotive recalls issued by Volkswagen Group of America	r=-0.72	43yrs	200
US birth rates of triplets or more	r=0.79	20yrs	197
Popularity of the first name Bryan	r=0.82	43yrs	196
Visitors to SeaWorld California	r=0.82	15yrs	194
Automotive recalls for issues with the Power Train	r=-0.7	43yrs	194
Automotive recalls issued by Chrysler	r=-0.66	43yrs	194
Automotive recalls issued by Hyundai Motor America	r=-0.72	37yrs	194
SAP SE's stock price (SAP)	r=-0.9	22yrs	193
The average number of likes on Tom Scott's YouTube videos	r=-0.91	15yrs	193
The distance between Neptune and Mercury	r=0.77	44yrs	192
Cigarette Smoking Rate for US adults	r=0.8	21yrs	192
Walmart's stock price (WMT)	r=-0.83	22yrs	192
McDonald's stock price (MCD)	r=-0.85	22yrs	192
Total likes of Tom Scott's YouTube videos	r=-0.9	15yrs	192
Academy Awards Ceremony Audience Size	r=0.78	23yrs	191
Robberies in the US	r=0.63	38yrs	191
Kerosene used in Greece	r=0.72	42yrs	190
Popularity of the first name Jillian	r=0.82	43yrs	186
Kerosene used in Macau	r=0.72	42yrs	180
Popularity of the first name Vicky	r=0.81	43yrs	174
US average milk-fat content of milk fat and skim solids byproduct fluid beverage milk	r=0.82	22yrs	173
Petroluem consumption in Switzerland	r=0.72	43yrs	170
Popularity of the first name Lance	r=0.8	43yrs	162
Portion of all US dairy skim-solids allocated to the production of frozen dairy products	r=0.81	22yrs	162
Lockheed Martin's stock price (LMT)	r=-0.86	22yrs	162
Total length of Steve Mould's YouTube videos	r=-0.9	15yrs	162
Kerosene used in United States	r=0.71	43yrs	159
Popularity of the first name Charity	r=0.8	43yrs	152
US average milk-fat content of frozen dairy products	r=0.81	22yrs	152
American Tower's stock price (AMT)	r=-0.89	22yrs	152
Hydopower energy generated in Denmark	r=0.69	42yrs	148
Popularity of the first name Elissa	r=0.8	43yrs	142
Becton, Dickinson and Company's stock price (BDX)	r=-0.89	22yrs	142
Petroluem consumption in Italy	r=0.7	43yrs	138
Fiserv's stock price (FI)	r=-0.89	22yrs	132
Popularity of the first name Ryan	r=0.79	43yrs	131
Kerosene used in Peru	r=0.71	42yrs	128
Popularity of the first name Jonathan	r=0.79	43yrs	121
JPMorgan Chase & Co.'s stock price (JPM)	r=-0.88	22yrs	121
Jet fuel used in American Samoa	r=0.7	42yrs	116
Popularity of the first name Leslie	r=0.79	43yrs	111
HDFC Bank's stock price (HDB)	r=-0.88	22yrs	111
Fossil fuel use in Sierra Leone	r=0.66	42yrs	104
Popularity of the first name Alisa	r=0.79	43yrs	101
Diageo's stock price (DEO)	r=-0.88	22yrs	101
Kerosene used in El Salvador	r=0.68	42yrs	94
Popularity of the first name Jamar	r=0.79	43yrs	91
Ecolab's stock price (ECL)	r=-0.88	22yrs	91
Gasoline pumped in United Kingdom	r=0.68	43yrs	84
Sempra's stock price (SRE)	r=-0.88	22yrs	81
Popularity of the first name Joshua	r=0.78	43yrs	80
Gasoline pumped in France	r=0.67	43yrs	73
Crown Castle's stock price (CCI)	r=-0.88	22yrs	71
Popularity of the first name Joseph	r=0.78	43yrs	70
Gasoline pumped in Sweden	r=0.67	43yrs	63
Brown-Forman's stock price (BF.A)	r=-0.88	22yrs	61
Popularity of the first name Elizabeth	r=0.78	43yrs	60
Kerosene used in Australia	r=0.66	43yrs	52
Brown-Forman's stock price (BF.B)	r=-0.88	22yrs	51
Popularity of the first name Jimmy	r=0.78	43yrs	50
Kerosene used in Japan	r=0.66	43yrs	42
WEC Energy Group's stock price (WEC)	r=-0.88	22yrs	41
Popularity of the first name Darren	r=0.78	43yrs	40
CGI Inc.'s stock price (GIB)	r=-0.88	22yrs	31
Popularity of the first name Arlene	r=0.78	43yrs	30
Fossil fuel use in Bulgaria	r=0.64	42yrs	30
Eversource Energy's stock price (ES)	r=-0.88	22yrs	21
McCormick & Company's stock price (MKC)	r=-0.88	22yrs	11

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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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