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You're reading from  Scala for Data Science

Product typeBook
Published inJan 2016
Reading LevelIntermediate
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ISBN-139781785281372
Edition1st Edition
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Pascal Bugnion
Pascal Bugnion
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Pascal Bugnion

Pascal Bugnion is a data engineer at the ASI, a consultancy offering bespoke data science services. Previously, he was the head of data engineering at SCL Elections. He holds a PhD in computational physics from Cambridge University. Besides Scala, Pascal is a keen Python developer. He has contributed to NumPy, matplotlib and IPython. He also maintains scikit-monaco, an open source library for Monte Carlo integration. He currently lives in London, UK.
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Customizing the line type


So far, we have just plotted lines using the default settings. Breeze lets us customize how lines are drawn, at least to some extent.

For this example, we will use the height-weight data discussed in Chapter 2, Manipulating Data with Breeze. We will use the Scala shell here for demonstrative purposes, but you will find a program in BreezeDemo.scala that follows the example shell session.

The code examples for this chapter come with a module for loading the data, HWData.scala, that loads the data from the CSVs:

scala> val data = HWData.load
data: HWData = HWData [ 181 rows ]

scala> data.heights
breeze.linalg.DenseVector[Double] = DenseVector(182.0, ...

scala> data.weights
breeze.linalg.DenseVector[Double] = DenseVector(77.0, 58.0...

Let's create a scatter plot of the heights against the weights:

scala> val fig = Figure("height vs. weight")
fig: breeze.plot.Figure = breeze.plot.Figure@743f2558

scala> val plt = fig.subplot(0)
plt: breeze.plot.Plot ...
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Scala for Data Science
Published in: Jan 2016Publisher: ISBN-13: 9781785281372

Author (1)

author image
Pascal Bugnion

Pascal Bugnion is a data engineer at the ASI, a consultancy offering bespoke data science services. Previously, he was the head of data engineering at SCL Elections. He holds a PhD in computational physics from Cambridge University. Besides Scala, Pascal is a keen Python developer. He has contributed to NumPy, matplotlib and IPython. He also maintains scikit-monaco, an open source library for Monte Carlo integration. He currently lives in London, UK.
Read more about Pascal Bugnion