From a9648631d6fa316fcd432723f6073752ccc1b7b5 Mon Sep 17 00:00:00 2001
From: Tim Burton <tburton@nd.edu>
Date: Thu, 28 Sep 2017 10:58:20 -0400
Subject: [PATCH 1/4] exercise 5, challenge question 1

---
 ex5.py    |    6 +
 ex5_1.txt | 3295 +++++++++++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 3301 insertions(+)
 create mode 100644 ex5.py
 create mode 100644 ex5_1.txt

diff --git a/ex5.py b/ex5.py
new file mode 100644
index 0000000..73b08c4
--- /dev/null
+++ b/ex5.py
@@ -0,0 +1,6 @@
+###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=" ")
\ No newline at end of file
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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From 9f27ea55386b5a45c27a53f7b7ea857b10483165 Mon Sep 17 00:00:00 2001
From: Tim Burton <tburton@nd.edu>
Date: Thu, 28 Sep 2017 13:03:42 -0400
Subject: [PATCH 2/4] added exercise 5 number 3

---
 ex5.py | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/ex5.py b/ex5.py
index 73b08c4..861e85e 100644
--- a/ex5.py
+++ b/ex5.py
@@ -3,4 +3,13 @@
 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=" ")
\ No newline at end of file
+gen_years.to_csv('ex5_1.txt', header=True, index=False, sep=" ")
+
+###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)
\ No newline at end of file

From c41dd59fcbd7e33265b2abace31b216ecd9ed1bb Mon Sep 17 00:00:00 2001
From: Patrick Doherty <pdoherty31@gmail.com>
Date: Fri, 29 Sep 2017 00:35:29 -0400
Subject: [PATCH 3/4] Includes #2

---
 ex5.py | 19 ++++++++++++++++++-
 1 file changed, 18 insertions(+), 1 deletion(-)

diff --git a/ex5.py b/ex5.py
index 861e85e..7f69fb1 100644
--- a/ex5.py
+++ b/ex5.py
@@ -5,6 +5,23 @@
 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])
+
+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",",")
@@ -12,4 +29,4 @@
 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)
\ No newline at end of file
+print("The minimum wage for college grads is", yes_college)

From cbd0a8a9c3bb72add0cd8ca9fc02452fad196da6 Mon Sep 17 00:00:00 2001
From: Patrick Doherty <pdoherty31@gmail.com>
Date: Fri, 29 Sep 2017 10:42:21 -0400
Subject: [PATCH 4/4] forgot wage_10 input code line

---
 ex5.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/ex5.py b/ex5.py
index 7f69fb1..e34a11e 100644
--- a/ex5.py
+++ b/ex5.py
@@ -18,6 +18,7 @@
 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)