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?
Popularity of the 'McKayla Maroney' meme	r=0.98	16yrs	No
Popularity of the first name Nautica	r=0.88	31yrs	Yes!
US milk fat used to produce sour cream	r=-0.82	22yrs	No

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

Variable	Correlation	Years	Sys. Score
Jet fuel used in Saint Vincent/Grenadines	r=0.87	24yrs	339
Popularity of the first name Jailene	r=0.86	31yrs	324
The average number of likes on Extra History YouTube videos	r=0.87	12yrs	304
Per capita consumption of margarine	r=0.86	10yrs	237
How provocative MinuteEarth YouTube video titles are	r=0.86	11yrs	232
Gasoline pumped in Eritrea	r=0.8	28yrs	228
Kerosene used in Norway	r=0.7	43yrs	228
Google searches for 'ice bath'	r=0.83	20yrs	227
Total annual sales of Ford Motors in the United States	r=0.8	23yrs	221
US household spending on books	r=0.83	23yrs	208
US household spending on processed fruits	r=0.81	23yrs	206
US household spending on pork	r=0.79	23yrs	202
US household spending on transportation	r=0.79	23yrs	202
Annual US household spending on books	r=0.78	23yrs	201
Popularity of the first name Janel	r=0.64	43yrs	198
Customer satisfaction with Apple	r=-0.88	28yrs	198
Kerosene used in Switzerland	r=0.69	43yrs	196
Total likes of Extra History YouTube videos	r=0.83	12yrs	194
Total likes of Mark Rober YouTube videos	r=0.82	13yrs	193
Customer satisfaction with Dillard's	r=-0.79	27yrs	188
Google searches for 'titanic'	r=0.76	20yrs	186
The number of shoe and leather workers and repairers in Pennsylvania	r=0.77	20yrs	186
Hydopower energy generated in Turkmenistan	r=0.74	30yrs	184
Physical album shipment volume in the United States	r=0.73	24yrs	184
Remaining Forest Cover in the Brazilian Amazon	r=0.6	36yrs	183
The divorce rate in Pennsylvania	r=0.66	23yrs	174
Customer satisfaction with Frontier Communications	r=0.62	28yrs	174
Petroluem consumption in Denmark	r=0.66	43yrs	172
Customer satisfaction with gas stations	r=0.62	27yrs	172
Hollister retail store count worldwide	r=-0.87	23yrs	171
US household spending on meats, poultry, fish, and eggs	r=0.78	23yrs	171
US household spending on beef	r=0.77	23yrs	170
US household spending on poultry	r=0.77	23yrs	170
US household spending on vehicle purchaes	r=0.77	23yrs	170
US household spending on used cars	r=0.77	23yrs	170
Popularity of the first name Josefina	r=0.64	43yrs	168
Carjackings in the US	r=0.68	27yrs	168
Number of registered Yamaha motorcycles in the UK	r=-0.84	22yrs	167
xkcd comics published about engineering	r=0.75	17yrs	166
US dairy skim solids used to produce sour cream	r=-0.82	22yrs	164
The number of purchasing managers in Pennsylvania	r=0.74	20yrs	162
Number of edits to the Wikipedia article for Taylor Swift	r=0.7	17yrs	162
Gasoline pumped in Germany	r=0.72	32yrs	160
Disney movies released	r=0.66	23yrs	160
US Hospital Occupancy Rate	r=0.74	18yrs	160
GMO use in soybeans	r=-0.88	23yrs	158
GMO use in soybeans	r=-0.88	23yrs	158
Popularity of the first name Nina	r=0.63	43yrs	157
Career regular season goals scored by Sidney Crosby	r=0.7	21yrs	157
Customer satisfaction with Kohl's	r=0.66	19yrs	156
US milk fat used to produce fluid beverage milk	r=0.68	22yrs	155
US Employment Rate	r=0.6	33yrs	154
Customer satisfaction with Verizon	r=0.59	28yrs	154
Viewership count for Days of Our Lives	r=0.5	42yrs	152
Google searches for 'how to move to europe'	r=0.59	20yrs	152
Kerosene used in Portugal	r=0.65	43yrs	150
GMO use in cotton	r=-0.81	23yrs	148
Popularity of the first name Melisa	r=0.62	43yrs	146
Johnson Controls International's stock price (JCI)	r=0.59	22yrs	146
Customer satisfaction with Walmart	r=0.52	27yrs	142
Jet fuel used in Bosnia and Herzegovina	r=0.72	30yrs	138
Total likes of 'Be Smart' science YouTube videos	r=0.82	11yrs	136
Petroluem consumption in Sweden	r=0.62	43yrs	126
US average dairy skim-solid content of sour cream	r=-0.94	22yrs	124
Total likes of MrBeast's YouTube videos	r=0.77	12yrs	120
Kerosene used in United States	r=0.62	43yrs	116
US household spending on clothing for men	r=0.73	23yrs	114
US average dairy skim-solid content of sour cream	r=-0.94	22yrs	114
Total likes of Steve Mould's YouTube videos	r=0.72	15yrs	105
Kerosene used in Cabo Verde	r=0.62	42yrs	104
Popularity of the first name Donna	r=0.61	43yrs	104
Portion of all US dairy skim-solids allocated to the production of sour cream	r=-0.93	22yrs	103
Popularity of the first name Jarrod	r=0.61	43yrs	94
Average length of LEMMiNO YouTube videos	r=0.72	12yrs	92
Ice cream consumption	r=0.63	32yrs	85
Popularity of the first name Dusty	r=0.61	43yrs	84
Popularity of the first name Nadine	r=0.61	43yrs	74
Total likes of 3Blue1Brown YouTube videos	r=0.69	9yrs	74
Processed cheese consumption	r=0.64	27yrs	72
Petroluem consumption in Eritrea	r=0.73	28yrs	67
Popularity of the first name Leann	r=0.61	43yrs	64
Petroluem consumption in Finland	r=0.61	43yrs	54
Popularity of the first name Sommer	r=0.61	43yrs	54
Total likes of The Game Theorists YouTube videos	r=0.56	15yrs	51
Petroluem consumption in Germany	r=0.68	32yrs	44
Popularity of the first name Kenyatta	r=0.61	43yrs	44
Kerosene used in Turkiye	r=0.61	43yrs	34
Popularity of the first name Chastity	r=0.61	43yrs	34
Popularity of the first name Renae	r=0.61	43yrs	24
Fossil fuel use in Slovakia	r=0.67	29yrs	22
Popularity of the first name Marla	r=0.61	43yrs	14
Kerosene used in Laos	r=0.6	42yrs	12
Gasoline pumped in Slovenia	r=0.68	31yrs	2
Popularity of the first name Wendy	r=0.6	43yrs	2
Popularity of the first name Tommy	r=0.6	43yrs	-8
Kerosene used in Germany	r=0.66	32yrs	-10
Popularity of the first name Brad	r=0.6	43yrs	-18
Popularity of the first name Salvatore	r=0.6	43yrs	-28

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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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