diff --git a/ex5.py b/ex5.py
new file mode 100644
index 0000000..e34a11e
--- /dev/null
+++ b/ex5.py
@@ -0,0 +1,33 @@
+###Exercise 5-1###
+import pandas as pd
+wages=pd.read_table("wages.csv",",")
+gen_years=wages.iloc[0:len(wages),0:2]
+gen_years=gen_years.sort_values(by=['gender','yearsExperience'], ascending=[1,1])
+gen_years.to_csv('ex5_1.txt', header=True, index=False, sep=" ")
+
+###Exercise 5-2###
+import pandas as pd
+wages=pd.read_table("wages.csv",",")
+wage_low=wages.iloc[0:len(wages),[0,1,3]]
+wage_low=wage_low.sort_values(by=['wage'], ascending=[1])
+print ("The lowest wage in both genders is:")
+print (wage_low[:1])
+
+wage_high=wages.iloc[0:len(wages),[0,1,3]]
+wage_high=wage_high.sort_values(by=['wage'], ascending=[0])
+print ("The highest wage in both genders is:")
+print (wage_high[:1])
+
+wages_10=wage.high.iloc[0:10,0:2]
+Ftot=wages_10.gender.eq('female').sum()
+print ("Number of Females in the Top 10 Wages:")
+print (Ftot)
+
+###Exercise 5-3###
+import pandas as pd
+wages=pd.read_table("wages.csv",",")
+no_college=min(wages.wage[wages.yearsSchool==12])
+yes_college=min(wages.wage[wages.yearsSchool==16])
+
+print("The minimum wage for non college grads is", no_college)
+print("The minimum wage for college grads is", yes_college)
diff --git a/ex5_1.txt b/ex5_1.txt
new file mode 100644
index 0000000..53adf3b
--- /dev/null
+++ b/ex5_1.txt
@@ -0,0 +1,3295 @@
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