Haskell Data Analysis Cookbook

Implementing a frequency table using Data.MultiSet

A frequency map of values is often useful to detect outliers. We will use an existing library that does much of the work for us.

Getting ready

We will be using the multiset package from Hackage:

$ cabal install multiset

How to do it...

Create a new file, which we will call Main.hs, and perform the following steps:

1. We will use the fromList and toOccurList functions from Data.MultiSet:

   import Data.MultiSet (fromList, toOccurList)

2. Define a simple data type for colors:

   data Color = Red | Green | Blue deriving (Show, Ord, Eq)

3. Create a list of these colors:

   main :: IO ()
   main = do
     let items = [Red, Green, Green, Blue, Red, Green, Green]

4. Implement the frequency map and print it out:

    let freq = toOccurList . fromList ...