Add files via upload

Author: vineetdcunha

Employee_Grouping.py

@@ -0,0 +1,35 @@
+#Name: Vineet Dcunha
+#"I have not given or received any unauthorized assistance on this assignment."
+import os
+import pandas as pd
+import numpy as np
+import random
+
+os.chdir("C:/Users/USER/Desktop/DSC/DSC_450 Database For Analytics/Assignment/Assignment_8")
+
+df=pd.read_csv("Employee.txt",names = ['FNAME', 'MNAME','LNAME','MOBILE','DOB','ADDRESS1','CITY','STATE','GENDER','SALARY','WORK','YEARS'])
+
+print('\nCSV file data')
+print(df)
+
+# section a
+result1 = df.loc[df['GENDER'] == 'M']
+print('\nSection a)')
+print('\nAll Male Employees')
+print(result1)
+
+# section b
+result2 = df.loc[[df.loc[df['GENDER'] == 'F', 'SALARY'].idxmin()]]
+print('\nSection b)')
+print('\nLowest Salary for Female Employee')
+print(result2)
+
+# section c
+result3 = df['SALARY'].groupby(df['MNAME'])
+print('\nSection c)')
+print('\nGrouping Salary by Middle Name')
+for gname,gvalue in result3:
+    print('Group Name: ',gname)
+    print('Group Value: ')
+    print(gvalue)
+    print('-'*30)