From 7cc8c7243abc154a33c95f32d682bf3421fe4d2a Mon Sep 17 00:00:00 2001
From: amrutasawant-greyatom <amrutasawantk@gmail.com>
Date: Thu, 9 Aug 2018 17:27:45 +0000
Subject: [PATCH 1/7] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 0 -> 222 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 207 -> 241 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 1447 -> 1057 bytes
 q01_rename_columns/build.py                   |  32 ++++++++++++++++++
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 213 -> 247 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2189 -> 2117 bytes
 6 files changed, 32 insertions(+)
 create mode 100644 __pycache__/__init__.cpython-36.pyc

diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..f878f319b88106fe2e7c40d6ac91b58258ab68e7
GIT binary patch
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diff --git a/q01_rename_columns/__pycache__/__init__.cpython-36.pyc b/q01_rename_columns/__pycache__/__init__.cpython-36.pyc
index 86045c57514501df820d035ba54d2fcd46d5000d..761214ea8c583fb5bdbab1456d24487eacb21c00 100644
GIT binary patch
delta 104
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delta 97
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diff --git a/q01_rename_columns/__pycache__/build.cpython-36.pyc b/q01_rename_columns/__pycache__/build.cpython-36.pyc
index 56daa0d09554cf72af8f329cc380af32570a7b8a..655eb9d23ce5ec82a3ab8e256675e86024f850e5 100644
GIT binary patch
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diff --git a/q01_rename_columns/build.py b/q01_rename_columns/build.py
index 5d2373e..e521c29 100644
--- a/q01_rename_columns/build.py
+++ b/q01_rename_columns/build.py
@@ -1,5 +1,37 @@
+# %load q01_rename_columns/build.py
 # default imports
 import pandas as pd
 
+def q01_rename_columns(path):
+    df = pd.read_csv(path, skiprows=[0])
+    
+    for index, value in enumerate(df.columns):
+        if '01' in value:
+            if not 'Games' in df.columns[index-1][1:]:
+                df.rename(columns = {value: 'Gold_' + df.columns[index-1][2:]}, inplace = True)
+        if '02' in value:
+            if not 'Games' in df.columns[index-2][1:]:
+                df.rename(columns = {value: 'Silver_' + df.columns[index-2][2:]}, inplace = True)
+        if '03' in value:
+            if not 'Games' in df.columns[index-3][1:]:
+                df.rename(columns = {value: 'Bronze_' + df.columns[index-3][2:]}, inplace = True)
+        if 'Total' in value:
+            df.rename(columns = {value: 'Total_' + df.columns[index-4][2:]}, inplace = True)
+    
+    df.rename(columns={ df.columns[0]: 'Country' }, inplace = True)
+    df.rename(columns={ df.columns[12]: 'Gold_Total' }, inplace = True)
+    df.rename(columns={ df.columns[13]: 'Silver_Total' }, inplace = True)
+    df.rename(columns={ df.columns[14]: 'Bronze_Total' }, inplace = True)
+    df.rename(columns={ 'Combined total': 'Total' }, inplace = True)
+    
+    return df
+q01_rename_columns('./data/olympics.csv')
+#df = pd.read_csv('./data/olympics.csv', skiprows=[0])
+
+# df = pd.read_csv('./data/olympics.csv', skiprows=[0])
+# df.columns[14]
+# a['Gold_ Summer']
+# df.columns[1][2:]
+
 
 
diff --git a/q01_rename_columns/tests/__pycache__/__init__.cpython-36.pyc b/q01_rename_columns/tests/__pycache__/__init__.cpython-36.pyc
index ee14684825e3fe9fa584bc922d9e76660497deeb..fecdaa0da14f3db2cf8bb7ca2f3043ddf603c94c 100644
GIT binary patch
delta 110
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index bd0596ec1b87ce3ca7c3e59afc652c310a9b6de8..3b81fc6def6b056323bac3af6eef4ecf334b8e7e 100644
GIT binary patch
delta 675
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delta 713
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From db584ca3dd1141d9cbdd5cace35f0cd84ed5fcc4 Mon Sep 17 00:00:00 2001
From: amrutasawant-greyatom <amrutasawantk@gmail.com>
Date: Wed, 29 Aug 2018 17:05:19 +0000
Subject: [PATCH 2/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 211 -> 245 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 601 -> 620 bytes
 q02_country_operations/build.py               |  12 +++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 217 -> 251 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2064 -> 1902 bytes
 5 files changed, 11 insertions(+), 1 deletion(-)

diff --git a/q02_country_operations/__pycache__/__init__.cpython-36.pyc b/q02_country_operations/__pycache__/__init__.cpython-36.pyc
index 005bbe0f59e7251da0293086d4e318989a629efb..aac806accdfd0ae3b6c9726940e61f5ad2715588 100644
GIT binary patch
delta 117
zcmcc2_?3~<n3tDp>(tcf(21Po4vG31`MIh3iMd6kC5gp}<%xMEy6Hu!m5C+!x%%Px
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delta 56
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index 65c7fed965349a7b6e0dde2e9e236d662710c2f7..0be30fa2f62e33a1983995fa6aa08b97f2156c29 100644
GIT binary patch
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diff --git a/q02_country_operations/build.py b/q02_country_operations/build.py
index d4c641d..103abbf 100644
--- a/q02_country_operations/build.py
+++ b/q02_country_operations/build.py
@@ -1,9 +1,19 @@
+# %load q02_country_operations/build.py
 # default imports
 from greyatomlib.olympics_project_new.q01_rename_columns.build import q01_rename_columns
 #Previous Functions
-path = "./data/olympics.csv"
+path = './data/olympics.csv'
 OlympicsDF=q01_rename_columns(path)    
 
+# def q02_country_operations(df):
+
+def q02_country_operations(OlympicsDF):
+    OlympicsDF['Country_Name'] = OlympicsDF['Country']
+
+    for index, value in enumerate(OlympicsDF['Country_Name']):
+        OlympicsDF['Country_Name'][index] = value.replace(value, OlympicsDF['Country_Name'].str.strip()[index].split('\xa0')[0])
+
+    return OlympicsDF
 
 
 
diff --git a/q02_country_operations/tests/__pycache__/__init__.cpython-36.pyc b/q02_country_operations/tests/__pycache__/__init__.cpython-36.pyc
index 3d1192a9867441c1f827f7aa1263815e68fdf5df..ed021124fe9a29a0f91d199cb17a4ec2f31ff423 100644
GIT binary patch
delta 96
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delta 62
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diff --git a/q02_country_operations/tests/__pycache__/test.cpython-36.pyc b/q02_country_operations/tests/__pycache__/test.cpython-36.pyc
index 1d77332557bc4d037b01e191f8a569b60739c4e3..909612a67145d051c58fedbeecdb9aa86a58306e 100644
GIT binary patch
delta 689
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delta 862
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z5`_U4+Pzfnpy~1#am&PA+#3g<oHCd;m@zo&r&2BBa{;rkln3yTXM>T-+nLg}AYfS(
z1e&Ok(l}Gv&ck9`yJ4R5lxcgAiB#8^kZG83?QZcRdd9RjO!q`#%9N%ydg0_-U)&su
zm`MV!Nb^(cnn+a+)0NdsCr#+sgFlnMbGN$Zs<M+B(caA@W5bx=HXW&%GeFyK<5|=I
NYvTsAW+P~j{02BJ&X)iH


From 32c3f17f98b72988134b1c31c4c74740523bfea5 Mon Sep 17 00:00:00 2001
From: amrutasawant-greyatom <amrutasawantk@gmail.com>
Date: Sat, 22 Sep 2018 05:14:22 +0000
Subject: [PATCH 3/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 205 -> 239 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 612 -> 831 bytes
 q03_better_event/build.py                     |  22 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 211 -> 245 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2101 -> 1945 bytes
 5 files changed, 21 insertions(+), 1 deletion(-)

diff --git a/q03_better_event/__pycache__/__init__.cpython-36.pyc b/q03_better_event/__pycache__/__init__.cpython-36.pyc
index a1d4f1729b81f9a3a3dcb5b39d2f4f5901f28ecf..15287420c6cd1858099f5bfa27b32cf9eb396481 100644
GIT binary patch
delta 102
zcmX@h_@0r|n3tDp>(tcf(21PofzkRI`MIh3iMd6kC5gp}<%xMEy6Hu!m5C+!x%%Px
zMcKs#iOH$@$@wX%`uRDPxdoZY@dZWsS*gh-@p-A``h^C@@kyyAC8<U6sb#5oCHfQB
G%K-qAT_(5y

delta 68
zcmaFQc$SgVn3tE!Db6Q4W+G>~zNNEOjC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
XfpL6NYDr0IQG9AyYF<gq#EWtO5=I!%

diff --git a/q03_better_event/__pycache__/build.cpython-36.pyc b/q03_better_event/__pycache__/build.cpython-36.pyc
index 98a743b28b8313edfb563cea6551572067db348e..643786a8686da8a79b6c3116eb6c16eccf92e1c7 100644
GIT binary patch
literal 831
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delta 414
zcmZWlK}y3w6rGt&#*ntyr3H~<K*&Z41s5Vx+o~&ZQ9;2#NSlGCCYd;ySR#ck^a7<P
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NDl`y=1~fFo{00><b5j5S

diff --git a/q03_better_event/build.py b/q03_better_event/build.py
index 4756f94..ca7b4da 100644
--- a/q03_better_event/build.py
+++ b/q03_better_event/build.py
@@ -1,13 +1,33 @@
+# %load q03_better_event/build.py
 #default imports
 from greyatomlib.olympics_project_new.q02_country_operations.build import q02_country_operations, q01_rename_columns
 import numpy as np
 #Previous function
-path = "./data/olympics.csv"
+path = './data/olympics.csv'
 OlympicsDF=q01_rename_columns(path)    
 OlympicsDF=q02_country_operations(OlympicsDF)
 
+def q03_better_event(OlympicsDF):
+    
+    OlympicsDF['BetterEvent'] = np.empty
+    for i in range(len(OlympicsDF)):
+        if OlympicsDF.iloc[i, 5] > OlympicsDF.iloc[i, 10]:
+            #summer 
+            OlympicsDF['BetterEvent'][i] = 'Summer'
+        if OlympicsDF.iloc[i, 5] < OlympicsDF.iloc[i, 10]:
+            #winter
+            OlympicsDF['BetterEvent'][i] = 'Winter'
+        if OlympicsDF.iloc[i, 5] == OlympicsDF.iloc[i, 10]:
+            #both
+            OlympicsDF['BetterEvent'][i] = 'Both'
 
+    return OlympicsDF
 
 
+df = q03_better_event(OlympicsDF)
+df.BetterEvent.value_counts().max()
+df.shape
+df.BetterEvent.value_counts().max()
+
 
 
diff --git a/q03_better_event/tests/__pycache__/__init__.cpython-36.pyc b/q03_better_event/tests/__pycache__/__init__.cpython-36.pyc
index 3988395b3ab1dacda0b69d4ba0da69041fd39470..1f97f5565884c00f25a072ecf120875df1946ab7 100644
GIT binary patch
delta 135
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delta 74
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diff --git a/q03_better_event/tests/__pycache__/test.cpython-36.pyc b/q03_better_event/tests/__pycache__/test.cpython-36.pyc
index 2b9c3a26df7cdc034fcf99b9833185e9e21b3f19..5c117714a9e4a931bb5ebad578ec4a5f766dca7d 100644
GIT binary patch
delta 652
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delta 828
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D<)6pr


From 0c27c87ca989f445c2706d0de702dd9c262d2f3d Mon Sep 17 00:00:00 2001
From: amrutasawant-greyatom <amrutasawantk@gmail.com>
Date: Sat, 22 Sep 2018 11:16:12 +0000
Subject: [PATCH 4/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 204 -> 238 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 820 -> 880 bytes
 q04_find_top_10/build.py                      |  23 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 210 -> 244 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2941 -> 2786 bytes
 5 files changed, 22 insertions(+), 1 deletion(-)

diff --git a/q04_find_top_10/__pycache__/__init__.cpython-36.pyc b/q04_find_top_10/__pycache__/__init__.cpython-36.pyc
index d8fba087f0dad22953e6837bd6b26d7bb14f7d80..499d1dc028be7b57de3721b64e9c304d56bc1cc6 100644
GIT binary patch
delta 101
zcmX@Z_>Pg&n3tDp>(tcf(21Po0a5xH`MIh3iMd6kC5gp}<%xMEy6Hu!m5C+!x%%Px
zMcKs#iOH$@$@wX%`uRDPxdoZY@dZWsS*gh-@p-A``h^B2@oAZPDe)!w1@VRk`V-g5
F0RU$cCBOgx

delta 67
zcmaFIc!rVFn3tE!Db6Q4W+G>~o`thjjC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
Wfk}K?W?o8sNq#}Rp+U^V3vvMUtQXh-

diff --git a/q04_find_top_10/__pycache__/build.cpython-36.pyc b/q04_find_top_10/__pycache__/build.cpython-36.pyc
index 0068560a7391da46eaead3f3a6fe096ee2d9c5be..2c24368aefbedf5b8652b11e41be27b8ccb0ea0b 100644
GIT binary patch
literal 880
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delta 526
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diff --git a/q04_find_top_10/build.py b/q04_find_top_10/build.py
index 9f283b7..8df6d9b 100644
--- a/q04_find_top_10/build.py
+++ b/q04_find_top_10/build.py
@@ -1,8 +1,29 @@
+# %load q04_find_top_10/build.py
 # default imports
 from greyatomlib.olympics_project_new.q03_better_event.build import q03_better_event,q02_country_operations, q01_rename_columns
-path = "./data/olympics.csv"
+path = './data/olympics.csv'
 OlympicsDF=q01_rename_columns(path)    
 OlympicsDF=q02_country_operations(OlympicsDF)
 OlympicsDF=q03_better_event(OlympicsDF)    
 
 
+def q04_find_top_10(OlympicsDF, Total_Summer, Total_Winter, Total):
+    
+    total_summer = OlympicsDF.sort_values(by=Total_Summer, ascending=False)['Country_Name'].iloc[1:11]
+    total_winter = OlympicsDF.sort_values(by=Total_Winter, ascending=False)['Country_Name'].iloc[1:11]
+    total = OlympicsDF.sort_values(by=Total, ascending=False)['Country_Name'].iloc[1:11]
+    common = set(total_summer) & set(total_winter) & set(total)
+    return total_summer, total_winter, total, common
+    
+Top10Summer,Top10Winter, Top10, Common =q04_find_top_10(OlympicsDF,'Total_Summer', 'Total_Winter','Total')
+Top10Summer
+Top10Winter
+Top10
+Common
+
+
+
+
+
+
+
diff --git a/q04_find_top_10/tests/__pycache__/__init__.cpython-36.pyc b/q04_find_top_10/tests/__pycache__/__init__.cpython-36.pyc
index b6dea627522f063d4b856f09e4fd454850209db8..e4f0d87421fce71535718c447d14771f226384d4 100644
GIT binary patch
delta 134
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delta 73
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diff --git a/q04_find_top_10/tests/__pycache__/test.cpython-36.pyc b/q04_find_top_10/tests/__pycache__/test.cpython-36.pyc
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N;gV{i7=Os#`vnr`^W^{l


From 8fc9546e3f849efcf5581e5c5c7009d7efb86358 Mon Sep 17 00:00:00 2001
From: amrutasawant-greyatom <amrutasawantk@gmail.com>
Date: Sat, 22 Sep 2018 14:50:26 +0000
Subject: [PATCH 5/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 208 -> 242 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 582 -> 996 bytes
 q05_top_10_plotting/build.py                  |  16 +++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 214 -> 248 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1304 -> 3665 bytes
 5 files changed, 15 insertions(+), 1 deletion(-)

diff --git a/q05_top_10_plotting/__pycache__/__init__.cpython-36.pyc b/q05_top_10_plotting/__pycache__/__init__.cpython-36.pyc
index 36afe446e05829cdf643a9a89d82b42d08b00b42..2e5237cf16da45b20713f1f38dbe8d0885ebf9f7 100644
GIT binary patch
delta 132
zcmWN=!3hE}5CFj3M?B$5(LE7=Vi)2=a0$8Pj3(Kb>=9Ci4@<ER-<DwoIxz3%+q9dm
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delta 98
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zfoXh6enGsUL3}|@eo0AYUV2P?d}dx|NqoFsLFFwDo80`A(wtN~HU<WUVjyM!0GBx+
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diff --git a/q05_top_10_plotting/__pycache__/build.cpython-36.pyc b/q05_top_10_plotting/__pycache__/build.cpython-36.pyc
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GIT binary patch
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delta 299
zcmaFDevC!gn3tF9j+B4&A4Ud-#|%h-707k~;^L%<%1Nw@!3>%l6BiWnNAZN@mn7!I
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diff --git a/q05_top_10_plotting/build.py b/q05_top_10_plotting/build.py
index 78064cc..1c58df2 100644
--- a/q05_top_10_plotting/build.py
+++ b/q05_top_10_plotting/build.py
@@ -1,13 +1,27 @@
+# %load q05_top_10_plotting/build.py
 # default imports
 import matplotlib.pyplot as plt
 from greyatomlib.olympics_project_new.q04_find_top_10.build import q04_find_top_10, q03_better_event, q02_country_operations, q01_rename_columns
 plt.switch_backend('agg')
-path = "./data/olympics.csv"
+path = './data/olympics.csv'
 OlympicsDF=q01_rename_columns(path)    
 OlympicsDF=q02_country_operations(OlympicsDF)
 OlympicsDF=q03_better_event(OlympicsDF)    
 Top10Summer,Top10Winter, Top10, Common =q04_find_top_10(OlympicsDF,'Total_Summer', 'Total_Winter','Total')
 
+def q05_top_10_plotting(OlympicsDF,Top10Summer,Top10Winter, Top10):
+    Top10Summer = OlympicsDF.loc[OlympicsDF.Country_Name.isin(Top10Summer)].loc[:,['Country_Name', 'Total']]
+    Top10Summer.plot(x='Country_Name', y='Total',kind='bar')
+    
+    Top10Winter = OlympicsDF.loc[OlympicsDF.Country_Name.isin(Top10Winter)].loc[:,['Country_Name', 'Total']]
+    Top10Winter.plot(x='Country_Name', y='Total',kind='bar')
+    
+    Top10 = OlympicsDF.loc[OlympicsDF.Country_Name.isin(Top10)].loc[:,['Country_Name', 'Total']]
+    Top10.plot(x='Country_Name', y='Total',kind='bar')
+    plt.show()
+    
+q05_top_10_plotting(OlympicsDF,Top10Summer,Top10Winter, Top10)
+
 
 
 
diff --git a/q05_top_10_plotting/tests/__pycache__/__init__.cpython-36.pyc b/q05_top_10_plotting/tests/__pycache__/__init__.cpython-36.pyc
index 3fdeb4e88052d6508cb40bf730fcd20a10bb2b45..2db8d751e3b91deea85f5003b6828645d8f60a60 100644
GIT binary patch
delta 111
zcmV~$(Fub<3;<C4wBQQepu{4MQVQ)y2xm}R?~>j{4#)7LqZFK^v-s(I|6(u7rm9ZA
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delta 77
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diff --git a/q05_top_10_plotting/tests/__pycache__/test.cpython-36.pyc b/q05_top_10_plotting/tests/__pycache__/test.cpython-36.pyc
index ddca5ec511b2af55a419dd233ce5e0c3f2b9e1ab..10ead1c88ea15fbd47489179ebae856f67a0a01e 100644
GIT binary patch
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AT>t<8


From b8e5ced3744525db1a7620a6643c19f5c6ede103 Mon Sep 17 00:00:00 2001
From: amrutasawant-greyatom <amrutasawantk@gmail.com>
Date: Sat, 20 Oct 2018 16:08:01 +0000
Subject: [PATCH 6/7] Done

---
 q04_find_top_10/build.py | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/q04_find_top_10/build.py b/q04_find_top_10/build.py
index 8df6d9b..3aa6648 100644
--- a/q04_find_top_10/build.py
+++ b/q04_find_top_10/build.py
@@ -16,11 +16,8 @@ def q04_find_top_10(OlympicsDF, Total_Summer, Total_Winter, Total):
     return total_summer, total_winter, total, common
     
 Top10Summer,Top10Winter, Top10, Common =q04_find_top_10(OlympicsDF,'Total_Summer', 'Total_Winter','Total')
-Top10Summer
 Top10Winter
-Top10
-Common
-
+OlympicsDF.sort_values(by='Total_Winter', ascending=False)[['Total_Winter', 'Country_Name']].iloc[1:11]
 
 
 

From 25e30aab629c33821e3b0d92fdc66fc7763dcc61 Mon Sep 17 00:00:00 2001
From: amrutasawant-greyatom <amrutasawantk@gmail.com>
Date: Wed, 24 Oct 2018 05:22:01 +0000
Subject: [PATCH 7/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 206 -> 240 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 1003 -> 1062 bytes
 q06_golden_winner/build.py                    |  35 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 212 -> 246 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2106 -> 1949 bytes
 5 files changed, 34 insertions(+), 1 deletion(-)

diff --git a/q06_golden_winner/__pycache__/__init__.cpython-36.pyc b/q06_golden_winner/__pycache__/__init__.cpython-36.pyc
index 52aa4b0eae8dde0666cf0c4d9c8a4b6c0c06f9b2..4b177979d3248cd405a7fcc592959e6bf6284450 100644
GIT binary patch
delta 103
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index 03a0fd046417789dda792d023911dc3296d92723..7a99e7de3ace3c4a2d1f8689ad105cdbf7e4bbe9 100644
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diff --git a/q06_golden_winner/build.py b/q06_golden_winner/build.py
index 4789e29..93a5c6e 100644
--- a/q06_golden_winner/build.py
+++ b/q06_golden_winner/build.py
@@ -1,10 +1,43 @@
+# %load q06_golden_winner/build.py
 # default imports
 from greyatomlib.olympics_project_new.q04_find_top_10.build import q04_find_top_10, q03_better_event, q02_country_operations, q01_rename_columns
-path = "./data/olympics.csv"
+path = './data/olympics.csv'
 OlympicsDF=q01_rename_columns(path)    
 OlympicsDF=q02_country_operations(OlympicsDF)
 OlympicsDF=q03_better_event(OlympicsDF)    
 Top10Summer,Top10Winter, Top10, Common =q04_find_top_10(OlympicsDF,'Total_Summer', 'Total_Winter','Total')
 
+def q06_golden_winner(OlympicsDF,Top10Summer,Top10Winter, Top10):
+    
+#     Top10Summer = OlympicsDF.loc[OlympicsDF.Country_Name.isin(Top10Summer)].loc[:,['Country_Name', 'Total']]
+
+    Top10Summer = OlympicsDF.loc[OlympicsDF.Country_Name.isin(Top10Summer)]
+    Top10Winter = OlympicsDF.loc[OlympicsDF.Country_Name.isin(Top10Winter)]
+    Top10 = OlympicsDF.loc[OlympicsDF.Country_Name.isin(Top10)]
+    
+    Top10Summer['gold_s_ratio'] = Top10Summer['Gold_Summer']
+    Top10Summer['gold_s_ratio'] = Top10Summer['Gold_Summer'] / Top10Summer['Total_Summer']
+    
+    Top10Winter['gold_w_ratio'] = Top10Winter['Gold_Winter']
+    Top10Winter['gold_w_ratio'] = Top10Winter['Gold_Winter'] / Top10Winter['Total_Winter']
+    
+    Top10['gold_b_ratio'] = Top10['Gold_Total']
+    Top10['gold_b_ratio'] = Top10['Gold_Total'] / Top10['Total']
+    
+    gold_s_ratio = Top10Summer.loc[Top10Summer['gold_s_ratio'].idxmax()]['Country_Name']
+    gold_w_ratio = Top10Winter.loc[Top10Winter['gold_w_ratio'].idxmax()]['Country_Name']
+    gold_b_ratio = Top10.loc[Top10['gold_b_ratio'].idxmax()]['Country_Name']
+
+    return gold_s_ratio, gold_w_ratio, gold_b_ratio
+# Top10Winter = OlympicsDF.loc[OlympicsDF.Country_Name.isin(Top10Winter)]
+# Top10Winter['gold_w_ratio'] = Top10Winter['Gold_Winter']
+# Top10Winter['gold_w_ratio'] = Top10Winter['Gold_Winter'] / Top10Winter['Total_Winter']
+# Top10Winter
+q06_golden_winner(OlympicsDF, Top10Summer, Top10Winter, Top10)    
+
+
+
+
+
 
 
diff --git a/q06_golden_winner/tests/__pycache__/__init__.cpython-36.pyc b/q06_golden_winner/tests/__pycache__/__init__.cpython-36.pyc
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diff --git a/q06_golden_winner/tests/__pycache__/test.cpython-36.pyc b/q06_golden_winner/tests/__pycache__/test.cpython-36.pyc
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