Question
how do I scan the data in the other package and use it to compute the standard deviation and the correlation. Objective To master working
how do I scan the data in the other package and use it to compute the standard deviation and the correlation.
Objective To master working with File handlers and ArrayLists
Overview You are to read and parse the contents of the Stock_Data.txt. The Stock_Data.txt comma delimited file contains historical data on five stocks:
Date,X,GE,APPL,GOOG,F, 8/9/17,23.93,24.69,158.59,922.90,10.36, 8/10/17,23.69,24.29,153.54,907.24,10.22, 8/11/17,23.01,24.20,155.68,914.39,10.22, 8/14/17,23.18,24.35,158.02,922.67,10.35, 8/15/17,23.56,24.14,159.75,922.22,10.28, 8/16/17,24.48,24.10,159.11,926.96,10.25, 8/17/17,23.60,23.76,156.05,910.98,10.09, 8/18/17,23.55,23.57,155.70,910.67,10.02, 8/21/17,23.17,23.51,155.41,906.66,10.03, 8/22/17,24.10,23.62,157.95,924.69,10.10, 8/23/17,24.73,23.42,158.15,927.00,10.16, 8/24/17,24.65,23.33,157.45,921.28,10.16, 8/25/17,24.78,23.51,158.03,915.89,10.27, 8/28/17,25.14,23.49,159.62,913.81,10.24, 8/29/17,25.80,23.47,161.05,921.29,10.28, 8/30/17,26.68,23.31,161.48,929.57,10.38, 8/31/17,26.44,23.57,162.12,939.33,10.46, 9/1/17,26.82,24.14,162.17,937.34,10.77, 9/5/17,27.06,23.76,160.23,928.45,10.78, 9/6/17,27.34,23.93,160.06,927.81,10.91, 9/7/17,27.51,23.06,159.42,935.95,10.82, 9/8/17,26.79,22.87,156.82,926.50,10.78, 9/11/17,26.69,22.77,159.65,929.08,10.83, 9/12/17,26.49,22.96,159.02,932.07,11.00, 9/13/17,26.49,23.15,157.82,935.09,11.02, 9/14/17,25.45,23.29,156.47,925.11,10.97, 9/15/17,24.93,23.21,158.05,920.29,11.02, 9/18/17,25.37,23.72,156.85,915.00,11.03, 9/19/17,25.49,23.47,156.91,921.81,11.12, 9/20/17,25.63,23.58,154.28,931.58,11.11, 9/21/17,24.51,24.00,151.64,932.45,11.12, 9/22/17,23.68,24.12,150.15,928.53,11.23, 9/25/17,23.90,24.35,148.83,920.97,11.33, 9/26/17,24.21,24.18,151.39,924.86,11.32, 9/27/17,25.03,23.63,152.47,944.49,11.34, 9/28/17,25.28,23.51,151.53,949.50,11.35, 9/29/17,25.50,23.45,152.36,959.11,11.36, 10/2/17,25.97,23.83,152.05,953.27,11.47, 10/3/17,26.15,24.05,152.71,957.79,11.71, 10/4/17,26.29,23.74,151.72,951.68,11.67, 10/5/17,26.37,23.80,153.61,969.96,11.62, 10/6/17,25.89,23.65,153.52,978.89,11.68, 10/9/17,24.86,22.72,154.06,977.00,11.71, 10/10/17,24.82,22.65,154.12,972.60,11.76, 10/11/17,25.04,22.37,154.76,989.25,11.75, 10/12/17,25.40,22.35,154.22,987.83,11.50, 10/13/17,27.19,22.28,155.19,989.68,11.43, 10/16/17,26.50,22.65,158.05,992.00,11.50, 10/17/17,26.46,22.49,158.63,992.18,11.64, 10/18/17,27.08,22.42,157.93,992.81,11.57, 10/19/17,27.51,22.87,154.20,984.45,11.60, 10/20/17,28.25,23.11,154.46,988.20,11.62, 10/23/17,27.81,21.64,154.38,968.45,11.57, 10/24/17,28.51,21.23,155.30,970.54,11.71, 10/25/17,27.93,20.85,154.62,973.33,11.57, 10/26/17,27.52,20.67,155.61,972.56,11.79, 10/27/17,26.91,20.16,161.18,1019.27,11.58, 10/30/17,26.29,19.79,164.81,1017.11,11.62, 10/31/17,25.16,19.55,167.11,1016.64,11.79, 11/1/17,27.13,19.41,164.98,1025.50,11.86, 11/2/17,27.42,19.34,166.19,1025.58,11.93, 11/3/17,26.87,19.53,170.53,1032.48,11.87, 11/6/17,27.34,19.52,172.26,1025.90,11.84, 11/7/17,26.78,19.60,172.81,1033.33,11.68, 11/8/17,27.10,19.51,174.22,1039.85,11.58, 11/9/17,26.98,19.38,173.87,1031.26,11.57, 11/10/17,27.34,19.87,173.29,1028.07,11.54, 11/13/17,27.50,18.44,172.60,1025.75,11.68, 11/14/17,26.55,17.36,169.99,1026.00,11.55, 11/15/17,26.99,17.71,167.75,1020.91,11.53, 11/16/17,27.01,17.70,169.75,1032.50,11.57, 11/17/17,27.16,17.66,168.81,1019.09,11.54, 11/20/17,27.73,17.44,168.64,1018.38,11.65, 11/21/17,28.03,17.29,171.77,1034.49,11.64, 11/22/17,28.38,17.60,173.58,1035.96,11.59, 11/24/17,29.08,17.64,173.59,1040.61,11.62, 11/27/17,28.67,17.57,172.72,1054.21,11.63, 11/28/17,28.48,17.85,171.71,1047.41,11.73, 11/29/17,28.50,17.92,168.14,1021.66,12.06, 11/30/17,28.79,17.74,170.49,1021.41,12.03, 12/1/17,29.17,17.34,169.70,1010.17,12.08, 12/4/17,29.71,17.41,168.46,998.68,12.13, 12/5/17,29.70,17.22,168.30,1005.15,11.94, 12/6/17,30.97,17.24,167.68,1018.38,11.89, 12/7/17,31.71,17.29,167.98,1030.93,12.04, 12/8/17,33.08,17.29,168.03,1037.05,12.11, 12/11/17,33.27,17.23,171.31,1041.10,12.08, 12/12/17,32.85,17.49,170.35,1040.48,12.10, 12/13/17,32.69,17.34,170.91,1040.61,12.13, 12/14/17,31.59,17.22,170.86,1049.15,11.97, 12/15/17,31.71,17.40,172.60,1064.19,12.08, 12/18/17,33.28,17.34,175.03,1077.14,12.16, 12/19/17,33.69,17.17,173.16,1070.68,12.19, 12/20/17,34.22,17.04,172.98,1064.95,12.22, 12/21/17,35.51,17.06,173.63,1063.63,12.13, 12/22/17,34.95,17.09,173.63,1060.12,12.08, 12/26/17,35.19,17.13,169.22,1056.74,12.10, 12/27/17,34.86,17.09,169.25,1049.37,12.01, 12/28/17,35.58,17.07,169.73,1048.14,12.08, 12/29/17,35.03,17.15,167.90,1046.40,12.00, 1/2/18,37.25,17.68,170.90,1065.00,12.16, 1/3/18,37.32,17.84,170.87,1082.48,12.26, 1/4/18,37.70,18.22,171.67,1086.40,12.47, 1/5/18,38.32,18.23,173.62,1102.23,12.68, 1/8/18,39.24,17.97,172.98,1106.94,12.63, 1/9/18,38.24,18.25,172.96,1106.26,12.56, 1/10/18,39.03,18.61,172.92,1102.61,12.52, 1/11/18,39.34,18.70,173.90,1105.52,12.64, 1/12/18,38.97,18.44,175.69,1122.26,12.71, 1/16/18,38.50,17.90,174.80,1121.76,12.58, 1/17/18,39.13,17.06,177.69,1131.98,11.70, 1/18/18,38.86,16.49,177.85,1129.79,11.59, 1/19/18,38.60,15.98,177.05,1137.51,11.53, 1/22/18,39.13,15.90,175.60,1155.81,11.55, 1/23/18,39.88,16.60,175.64,1169.97,11.49, 1/24/18,39.81,16.16,172.85,1164.24,11.57, 1/25/18,40.09,15.91,169.76,1170.37,11.11, 1/26/18,40.77,15.86,170.16,1175.84,11.19, 1/29/18,40.97,16.00,166.64,1175.58,10.82, 1/30/18,38.44,15.68,165.65,1163.69,10.76, 1/31/18,37.24,15.90,166.11,1169.94,10.67, 2/1/18,36.45,15.75,166.46,1167.70,10.63, 2/2/18,34.43,15.38,159.23,1111.90,10.42, 2/5/18,33.87,14.66,155.26,1055.80,9.96, 2/6/18,35.15,15.01,161.74,1080.60,10.47, 2/7/18,35.17,14.99,158.28,1048.58,10.47, 2/8/18,33.85,14.21,153.93,1001.52,10.15, 2/9/18,34.14,14.69,155.81,1037.78,10.25, 2/12/18,36.11,14.57,162.08,1051.94,10.41, 2/13/18,36.69,14.42,163.71,1052.10,10.30, 2/14/18,38.57,14.65,166.73,1069.70,10.45, 2/15/18,38.87,14.60,172.33,1089.52,10.47, 2/16/18,44.61,14.80,171.77,1094.80,10.32, 2/20/18,44.69,14.49,171.19,1102.46,10.34, 2/21/18,42.73,14.24,170.41,1111.34,10.31, 2/22/18,42.85,14.37,171.84,1106.63,10.34, 2/23/18,43.39,14.36,174.83,1126.79,10.41, 2/26/18,44.23,14.52,178.28,1143.75,10.60, 2/27/18,43.87,14.37,177.70,1118.29,10.32, 2/28/18,43.38,13.99,177.44,1104.73,10.32, 3/1/18,45.87,13.90,174.33,1069.52,10.01, 3/2/18,45.25,14.00,175.53,1078.92,10.12, 3/5/18,44.61,14.29,176.14,1090.93,10.30, 3/6/18,44.39,14.51,175.99,1095.06,10.34, 3/7/18,45.55,14.38,174.36,1109.64,10.34, 3/8/18,44.22,14.39,176.26,1126.00,10.32, 3/9/18,43.56,14.81,179.29,1160.04,10.44, 3/12/18,43.44,14.97,181.02,1164.50,10.52, 3/13/18,40.12,14.30,179.28,1138.17,10.49, 3/14/18,38.26,14.14,177.75,1149.49,10.72, 3/15/18,38.31,14.23,177.96,1149.58,10.77, 3/16/18,39.84,14.18,177.34,1135.73,10.85, 3/19/18,38.94,13.95,174.63,1099.82,10.71, 3/20/18,38.40,13.52,174.57,1097.71,10.69, 3/21/18,38.64,13.76,170.61,1090.88,10.80, 3/22/18,34.39,13.23,168.20,1049.08,10.46, 3/23/18,33.84,12.96,164.31,1021.57,10.28, 3/26/18,35.29,12.78,172.11,1053.21,10.54, 3/27/18,33.57,13.32,167.69,1005.10,10.54, 3/28/18,33.44,13.56,165.84,1004.56,10.57, 3/29/18,35.08,13.36,167.14,1031.79,10.78, 4/2/18,34.12,13.00,166.04,1006.47,10.57, 4/3/18,34.89,13.01,167.74,1013.41,10.85, 4/4/18,34.88,13.16,170.95,1025.14,11.03, 4/5/18,36.50,13.31,172.14,1027.81,11.04, 4/6/18,34.39,12.95,167.73,1007.04,10.88, 4/9/18,34.68,12.72,169.40,1015.45,10.95, 4/10/18,35.77,12.94,172.58,1031.64,11.14, 4/11/18,34.63,12.86,171.78,1019.97,11.12, 4/12/18,35.77,13.06,173.47,1032.51,11.01, 4/13/18,35.40,13.37,174.06,1029.27,10.98, 4/16/18,35.64,13.21,175.14,1037.98,11.07, 4/17/18,36.25,13.67,177.56,1074.16,11.07, 4/18/18,37.39,13.54,177.16,1072.08,11.03, 4/19/18,37.23,13.87,172.14,1087.70,10.81, 4/20/18,36.54,14.41,165.08,1072.96,10.67, 4/23/18,36.42,14.39,164.61,1067.45,10.89, 4/24/18,36.36,14.55,162.31,1019.98,10.81, 4/25/18,36.94,13.93,163.02,1021.18,10.96, 4/26/18,37.59,14.25,163.59,1040.04,11.27, 4/27/18,32.27,14.25,161.70,1030.05,11.33, 4/30/18,33.73,13.95,164.63,1017.33,11.08, 5/1/18,32.09,13.93,168.45,1037.31,11.10, 5/2/18,32.15,14.06,175.89,1024.38,11.05, 5/3/18,32.81,13.81,176.21,1023.72,11.04, 5/4/18,34.41,13.98,183.12,1048.21,11.20, 5/7/18,34.40,13.95,184.45,1054.79,11.18, 5/8/18,34.49,14.14,185.34,1053.91,11.11, 5/9/18,34.90,14.49,186.64,1082.76,10.91, 5/10/18,35.84,14.56,189.31,1097.57,11.05, 5/11/18,35.70,14.47,188.59,1098.26,11.03, 5/14/18,36.24,14.58,188.15,1100.20,11.03, 5/15/18,35.80,14.58,186.44,1079.23,11.06, 5/16/18,37.45,14.90,188.18,1081.77,11.24, 5/17/18,37.48,14.90,186.99,1078.59,11.30, 5/18/18,36.40,14.84,186.31,1066.36,11.17, 5/21/18,35.00,15.13,187.63,1079.58,11.35, 5/22/18,35.75,15.16,187.16,1069.73,11.36, 5/23/18,35.38,14.06,188.36,1079.69,11.28, 5/24/18,35.71,14.47,188.15,1079.24,11.46, 5/25/18,35.33,14.50,188.58,1075.66,11.35, 5/29/18,35.16,14.06,187.90,1060.32,11.28, 5/30/18,36.19,14.05,187.50,1067.80,11.39, 5/31/18,36.81,13.96,186.87,1084.99,11.39, 6/1/18,37.63,13.98,190.24,1119.50,11.55, 6/4/18,37.21,13.59,191.83,1139.29,11.58, 6/5/18,36.80,13.68,193.31,1139.66,11.67, 6/6/18,37.49,13.52,193.98,1136.88,11.80, 6/7/18,36.76,13.66,193.46,1123.86,11.86, 6/8/18,37.10,13.81,191.70,1120.87,11.93, 6/11/18,37.02,13.86,191.23,1129.99,11.86, 6/12/18,37.52,13.86,192.28,1139.32,11.94, 6/13/18,37.32,13.77,190.70,1134.79,11.85, 6/14/18,37.56,13.52,190.80,1152.12,11.73, 6/15/18,35.99,13.30,188.84,1152.26,11.72, 6/18/18,36.06,13.20,188.74,1173.46,11.82, 6/19/18,35.09,12.95,185.69,1168.06,11.73, 6/20/18,35.67,12.88,186.50,1169.84,11.71, 6/21/18,35.34,12.76,185.46,1157.66,11.55, 6/22/18,36.85,13.05,184.92,1155.48,11.49, 6/25/18,34.46,12.75,182.17,1124.81,11.34, 6/26/18,35.27,13.74,184.43,1118.46,11.36, 6/27/18,34.41,13.96,184.16,1103.98,11.26, 6/28/18,34.59,13.83,185.50,1114.22,11.12, 6/29/18,34.69,13.61,185.11,1115.65,10.92, 7/2/18,35.07,13.37,187.18,1127.46,10.95, 7/3/18,33.88,13.37,183.92,1102.89,10.84, 7/5/18,34.92,13.43,185.40,1124.27,10.90, 7/6/18,35.28,13.85,187.97,1140.17,10.91, 7/9/18,35.47,13.95,190.58,1154.05,11.04, 7/10/18,36.47,14.17,190.35,1152.84,11.09, 7/11/18,36.22,13.99,187.88,1153.90,10.92, 7/12/18,35.88,13.99,191.03,1183.48,10.90, 7/13/18,36.15,13.89,191.33,1188.82,10.83, 7/16/18,35.87,13.90,190.91,1183.86,10.70, 7/17/18,36.35,13.69,191.45,1198.80,10.71, 7/18/18,37.71,13.75,190.40,1195.88,10.72, 7/19/18,36.87,13.73,191.88,1186.96,10.67, 7/20/18,37.07,13.12,191.44,1184.91,10.56, 7/23/18,37.38,12.99,191.61,1205.50,10.47, 7/24/18,37.81,13.12,193.00,1248.08,10.57, 7/25/18,38.20,13.11,194.82,1263.70,10.52, 7/26/18,37.18,13.15,194.21,1268.33,9.89, 7/27/18,36.94,13.06,190.98,1238.50,9.93, 7/30/18,36.75,13.16,189.91,1219.74,10.07, 7/31/18,36.37,13.63,190.29,1217.26,10.04, 8/1/18,35.75,13.24,201.50,1220.01,9.90, 8/2/18,32.08,13.17,207.39,1226.15,9.92, 8/3/18,32.25,13.14,207.99,1223.71,10.04, 8/6/18,31.44,13.10,209.07,1224.77,10.03, 8/7/18,31.18,13.16,207.11,1242.22,10.08, 8/8/18,30.77,13.05,207.25,1245.61,10.05,
//============================================================================= // Solution Code //============================================================================= //============================================================================= // PROGRAMMER: // PANTHER ID: // // CLASS: // SECTION: // SEMESTER: // CLASSTIME: // // Project: #1 // DUE: // // CERTIFICATION: I certify that this work is my own and that // none of it is the work of any other person. //=============================================================================
package project1;
//-------------------------------------------------- // Imports //-------------------------------------------------- import java.io.*; import java.util.*;
public class Project1 {
public static void main(String[] args) { // The name of the file to open. // notice that the StockPrice_X_Data.txt is in the data package String fileName = "src/data/Stock_Data.txt";
// This will reference one line at a time String line = null; try { // FileReader reads text files in the default encoding. FileReader fileReader = new FileReader(fileName);
// Always wrap FileReader in BufferedReader. BufferedReader bufferedReader = new BufferedReader(fileReader); //PUT CODE HERE
// Always close files. bufferedReader.close();
//------------------------------------------------------------------ // Doing some calculations //------------------------------------------------------------------ //PUT CODE HERE // handle errors if they arise } catch(FileNotFoundException ex) { System.out.println( "Unable to open file '" + fileName + "'"); } catch(IOException ex) { System.out.println( "Error reading file '" + fileName + "'"); }//end try
}// end main() //------------------------------------------------------------------------------ // helper functions/ //------------------------------------------------------------------------------ public static double findAverage(ArrayList
//-------------------------------------------------------------------------- public static double findCorrelation(ArrayList
desired output:
Output Projectl (run) run: 1 0.1%-0.11 [1:0, -0.19, [-0.79, 1., -0.75, -0.78, 0.151 0.57, -0.75, 1.0, 0.84,-0.051 [0.75, -0.78, 0.84, 1.0, -0.07] [-0.1, 0.15, -0.05, -0.07, 1.0 BUILD SUCCESSFUL (total time: 0 seconds) 0.57
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