Visualize Humidity Distributions

Plot the distributions of humidity measurements at weather stations for a given day or over a year

Obtain a list of weather stations in Rhode Island:

In[1]:=

stations=GeoEntities[Entity["AdministrativeDivision",{"RhodeIsland","UnitedStates"}],"WeatherStation"]

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KOQU

KPVD

KSFZ

KUUU

KWST

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Use

to get the humidity measurements at each weather station in Rhode Island on a given day:

In[2]:=

data=WeatherData[#〚2〛,"Humidity",{{2011,7,10},{2011,7,10}}]&/@stations;

Remove any missing data points:

In[3]:=

humidity=DeleteCases[MapThread[#1DeleteMissing[#2["Values"]]&,{stations,data}],_{}];

Chart each weather station's humidity distribution:

In[4]:=

DistributionChart[humidity〚All,2〛*100,ChartLabelshumidity〚All,1〛,FrameLabelQuantity[None,"Percent"]]

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Take a look at a specific station and explore the humidity distributions on a monthly basis:

In[5]:=

yeardata=WeatherData["KSFZ","Humidity",{{2011,1,1},{2011,12,31}}]

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Break down the time series by month and plot the monthly distributions to see how humidity shifts over the year:

In[6]:=

monthlydata=Table[DeleteMissing[TimeSeriesWindow[yeardata,DateObject[{2011,i},"Month"]]["Values"]],{i,12}];

In[7]:=

DistributionChartmonthlydata*100,

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Related Symbols