diff --git a/pom.xml b/pom.xml
index d09c808..4fa280b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -62,7 +62,11 @@
             <version>${spark.version}</version>
          <scope>compile</scope>
         </dependency>
-
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-mllib_2.11</artifactId>
+            <version>2.3.0</version>
+        </dependency>
         <dependency>
            <groupId>com.databricks</groupId>
            <artifactId>spark-xml_2.11</artifactId>
@@ -73,7 +77,11 @@
             <artifactId>spark-avro_2.12</artifactId>
             <version>${spark.version}</version>
         </dependency>
-
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-mllib_2.11</artifactId>
+            <version>2.3.0</version>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/src/main/resources/data.csv b/src/main/resources/data.csv
new file mode 100644
index 0000000..56ecee7
--- /dev/null
+++ b/src/main/resources/data.csv
@@ -0,0 +1,47001 @@
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diff --git a/src/main/resources/newData.txt b/src/main/resources/newData.txt
new file mode 100644
index 0000000..0d66461
--- /dev/null
+++ b/src/main/resources/newData.txt
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diff --git a/src/main/scala/com/sparkbyexamples/spark/SparkContextExample.scala b/src/main/scala/com/sparkbyexamples/spark/SparkContextExample.scala
index 39c902c..118a45c 100644
--- a/src/main/scala/com/sparkbyexamples/spark/SparkContextExample.scala
+++ b/src/main/scala/com/sparkbyexamples/spark/SparkContextExample.scala
@@ -1,38 +1,52 @@
 package com.sparkbyexamples.spark
 
+
+
+import java.util
+
 import com.sparkbyexamples.spark.dataframe.functions.SortExample.spark
-import org.apache.spark.SparkContext
+import org.apache.spark.{SparkConf, SparkContext}
 import org.apache.spark.sql.{SQLContext, SparkSession}
+import org.apache.spark.sql.Row
+import org.apache.spark.sql.functions.{lit, max, min}
+import java.io.PrintWriter
 
 object SparkContextExample extends App{
 
   val spark = SparkSession.builder()
     .master("local[1]")
-    .appName("SparkByExamples.com")
+    .appName("SparkByExajjmples.com")
     .getOrCreate();
 
-  spark.sparkContext.setLogLevel("ERROR")
-
-
-  val sparkContext:SparkContext = spark.sparkContext
-  val sqlCon:SQLContext = spark.sqlContext
-
-  val sqlContext = new org.apache.spark.sql.SQLContext(spark.sparkContext)
 
-  println("First SparkContext:")
-  println("APP Name :"+spark.sparkContext.appName);
-  println("Deploy Mode :"+spark.sparkContext.deployMode);
-  println("Master :"+spark.sparkContext.master);
-
-  val sparkSession2 = SparkSession.builder()
-    .master("local[1]")
-    .appName("SparkByExample-test")
-    .getOrCreate();
-
-  println("Second SparkContext:")
-  println("APP Name :"+sparkSession2.sparkContext.appName);
-  println("Deploy Mode :"+sparkSession2.sparkContext.deployMode);
-  println("Master :"+sparkSession2.sparkContext.master);
+  val dfa = spark.read.csv("src/main/resources/data.csv").toDF("x","y")
+  dfa.na.drop().show()
+  val df=dfa.na.drop()
+
+  //FINDING MIN MAX FOR EACH COLUMN SO WE CAN USE IT FOR Min-max normalization
+  //for x
+  val min_maxX = df.agg(min("x"), max("x")).head()
+  val col_minX = min_maxX.getString(0)
+  val col_maxX = min_maxX.getString(1)
+  println(col_maxX,col_minX)
+  //for y
+  val min_maxY = df.agg(min("y"), max("y")).head()
+  val col_minY = min_maxY.getString(0)
+  val col_maxY = min_maxY.getString(1)
+  println(col_maxY,col_minY)
+  val newFile= new PrintWriter("src/main/resources/newData.txt")
+  //Normalization-range 0-1
+  for (row <- df.rdd.collect)
+  {
+    val x = row.mkString(",").split(",")(0)
+    val y = row.mkString(",").split(",")(1)
+    val newX= (x.toDouble-col_minX.toDouble)/(col_maxX.toDouble-col_minX.toDouble) //min max normalization type
+    val newY= (y.toDouble-col_minY.toDouble)/(col_maxY.toDouble-col_minY.toDouble)
+    newFile.println(newX.toString()+" "+newY.toString())
+
+    
+}
+  newFile.close()
 
 
 }
diff --git a/src/main/scala/com/sparkbyexamples/spark/SparkSessionTest.scala b/src/main/scala/com/sparkbyexamples/spark/SparkSessionTest.scala
index e8ca23d..552d669 100644
--- a/src/main/scala/com/sparkbyexamples/spark/SparkSessionTest.scala
+++ b/src/main/scala/com/sparkbyexamples/spark/SparkSessionTest.scala
@@ -1,31 +1,49 @@
-package com.sparkbyexamples.spark
 
-import org.apache.spark.sql.SparkSession
+package org.apache.spark.examples.mllib
 
-object SparkSessionTest {
+import org.apache.spark.{SparkConf, SparkContext}
+// $example on$
+import org.apache.spark.mllib.clustering.{KMeans}
+import org.apache.spark.mllib.linalg.Vectors
 
-  def main(args:Array[String]): Unit ={
+object kmeansExample {
+  def main(args: Array[String]): Unit = {
 
+    val conf = new SparkConf()
+      .setMaster("local[2]")
+      .setAppName("KMeansExample")
+    val sc = new SparkContext(conf)
 
-    val spark = SparkSession.builder()
-      .master("local[1]")
-      .appName("SparkByExample")
-      .getOrCreate();
-    
-    println("First SparkContext:")
-    println("APP Name :"+spark.sparkContext.appName);
-    println("Deploy Mode :"+spark.sparkContext.deployMode);
-    println("Master :"+spark.sparkContext.master);
+    // $example on$
+    // Load and parse the data
+    val data = sc.textFile("src/main/resources/newData.txt")
+    val parsedData = data.map(s => Vectors.dense(s.split(' ').map(_.toDouble))).cache()
 
-    val sparkSession2 = SparkSession.builder()
-      .master("local[1]")
-      .appName("SparkByExample-test")
-      .getOrCreate();
 
-    println("Second SparkContext:")
-    println("APP Name :"+sparkSession2.sparkContext.appName);
-    println("Deploy Mode :"+sparkSession2.sparkContext.deployMode);
-    println("Master :"+sparkSession2.sparkContext.master);
+    println("***********************************************************************************************")
+    println("***********************************************************************************************")
 
+    println("Hello, Spark! Just read the file!")
+
+    println("***********************************************************************************************")
+    println("***********************************************************************************************")
+
+    // Cluster the data into two classes using KMeans
+    val numClusters = 2
+    val numIterations = 20
+    val clusters = KMeans.train(parsedData, numClusters, numIterations)
+
+    // Evaluate clustering by computing Within Set Sum of Squared Errors
+    val WSSSE = clusters.computeCost(parsedData)
+    println("Within Set Sum of Squared Errors = $" +WSSSE)
+
+    // Save and load model
+    //clusters.save(sc, "KMeansModel")
+    //val sameModel = KMeansModel.load(sc, "KMeansModel")
+    // $example off$
+
+    println("***********************************************************************************************")
+    sc.stop()
   }
 }
+=
\ No newline at end of file