2015 Chicago Marathon Data

2015 Chicago Marathon participant data

This dataset is comprised of participant and race information of the 2015 Bank of America Chicago Marathon. This includes name, location, gender, age division, split, and placement information.

(1 entity types, 37355 entities, 18 properties)

Examples

Basic Examples

Retrieve the ResourceObject:

In[1]:=
ResourceObject["2015 Chicago Marathon Data"]
Out[1]=

View the data:

In[2]:=
ResourceData["2015 Chicago Marathon Data"]
Out[2]=

Add it to your local $EntityStores:

In[3]:=
PrependTo[$EntityStores, ResourceData["2015 Chicago Marathon Data"]]
Out[3]=

View random entities:

In[4]:=
RandomEntity["ChicagoMarathon2015", 5]
Out[4]=

View a list of available properties:

In[5]:=
EntityProperties["ChicagoMarathon2015"]
Out[5]=

Visualization

Make a map showing which countries were responsible for the most top-1000 finishers:

In[6]:=
GeoRegionValuePlot[
 Counts@EntityClass["ChicagoMarathon2015", 
    "PlaceOverall" -> TakeSmallest[1000]]["Country"]]
Out[6]=

Analysis

Examine the distribution of finishing times by gender:

In[7]:=
genderTimes = 
  GroupBy[EntityValue["ChicagoMarathon2015", {"Gender", "Time"}], 
   First];
finalTimes = Cases[#, x_ :> x[[2]]["LastValue"]] & /@ genderTimes;
Histogram[UnitConvert[finalTimes, "Hours"], ChartLayout -> "Stacked", 
 ChartLegends -> Automatic]
Out[7]=

Wolfram Research, "2015 Chicago Marathon Data" from the Wolfram Data Repository. (2016) https://doi.org/10.24097/wolfram.18815.data

Source Metadata