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You're reading from  Learning Jupyter

Product typeBook
Published inNov 2016
Reading LevelIntermediate
PublisherPackt
ISBN-139781785884870
Edition1st Edition
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Dan Toomey
Dan Toomey
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Dan Toomey

Dan Toomey has been developing application software for over 20 years. He has worked in a variety of industries and companies, in roles from sole contributor to VP/CTO-level. For the last few years, he has been contracting for companies in the eastern Massachusetts area. Dan has been contracting under Dan Toomey Software Corp. Dan has also written R for Data Science, Jupyter for Data Sciences, and the Jupyter Cookbook, all with Packt.
Read more about Dan Toomey

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Scala data access in Jupyter


There is a copy of the iris dataset on the University of California, Irvine website at https://archive.ics.uci.edu/ml/machine-learning-databases/iris/iris.data . We will access this data and perform some simpler statistics on the same.

The Scala code is as follows:

import scala.io.Source;
//copied file locally https://archive.ics.uci.edu/ml/
      machine-learning-databases/iris/iris.data
val filename = "iris.data"

//DEBUGGING Uncomment this line to display more information -
println("SepalLength, SepalWidth, PetalLength, PetalWidth, Class");
val array = scala.collection.mutable.ArrayBuffer.empty[Float]
for (line <- Source.fromFile(filename).getLines) {
    var cols = line.split(",").map(_.trim);
    //println(s"${cols(0)}|${cols(1)}|${cols(2)}|
          ${cols(3)} |${cols(4)}");
    val i = cols(0).toFloat
    array += i;
}
val count = array.length;
var min:Double = 9999.0;
var max:Double = 0.0;
var total:Double = 0.0;
for ( x <- array ) {
    if (x...
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Learning Jupyter
Published in: Nov 2016Publisher: PacktISBN-13: 9781785884870

Author (1)

author image
Dan Toomey

Dan Toomey has been developing application software for over 20 years. He has worked in a variety of industries and companies, in roles from sole contributor to VP/CTO-level. For the last few years, he has been contracting for companies in the eastern Massachusetts area. Dan has been contracting under Dan Toomey Software Corp. Dan has also written R for Data Science, Jupyter for Data Sciences, and the Jupyter Cookbook, all with Packt.
Read more about Dan Toomey