From e9933b506830af537786cc2af1d7fdf71b83db47 Mon Sep 17 00:00:00 2001
From: nemkothari <nemkothari@gmail.com>
Date: Thu, 9 Aug 2018 17:22:44 +0000
Subject: [PATCH 1/7] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 0 -> 211 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 207 -> 230 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 1447 -> 775 bytes
 q01_rename_columns/build.py                   |  25 ++++++++++++++++++
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 213 -> 236 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2189 -> 2106 bytes
 6 files changed, 25 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..b88f7618a3ca0e57f7c232b80df6899fbcaba6b7
GIT binary patch
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literal 0
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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..720ef67021d640ab1936409a29e1f7061de5c110 100644
GIT binary patch
delta 93
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delta 70
zcmaFHc%G5dn3tE!Db6Q4W+G>~p|!JBjC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
Zfnj`6YF=V)YJ75jPHAplam>UMasWdA8Iu42

diff --git a/q01_rename_columns/__pycache__/build.cpython-36.pyc b/q01_rename_columns/__pycache__/build.cpython-36.pyc
index 56daa0d09554cf72af8f329cc380af32570a7b8a..04661f8b90962b766fff76406da0fb99fef671e8 100644
GIT binary patch
literal 775
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diff --git a/q01_rename_columns/build.py b/q01_rename_columns/build.py
index 5d2373e..d6bb6ad 100644
--- a/q01_rename_columns/build.py
+++ b/q01_rename_columns/build.py
@@ -1,5 +1,30 @@
+# %load q01_rename_columns/build.py
 # default imports
 import pandas as pd
+path='./data/olympics.csv'
+def q01_rename_columns(path):
+    df=pd.read_csv(path,skiprows=1)
+    df.rename(columns={'Unnamed: 0': 'Country',
+                   '01 !':'Gold_Summer' ,
+                   '02 !':'Silver_Summer',
+                   '03 !':'Bronze_Summer',
+                   'Total':'Total_Summer', 
+                   '01 !.1': 'Gold_Winter',
+                   '02 !.1': 'Silver_Winter' ,
+                   '03 !.1' : 'Bronze_Winter',
+                   'Total.1':'Total_Winter',
+                   '01 !.2' :'Gold_Total',
+                   '02 !.2': 'Silver_Total',
+                   '03 !.2':'Bronze_Total',
+                   'Combined total' :'Total'
+                  },inplace=True)
+    return df
+
+q01_rename_columns(path).shape
+
+
+
+
 
 
 
diff --git a/q01_rename_columns/tests/__pycache__/__init__.cpython-36.pyc b/q01_rename_columns/tests/__pycache__/__init__.cpython-36.pyc
index ee14684825e3fe9fa584bc922d9e76660497deeb..e218db49921e0462ee78639593c9cbdad2f5431a 100644
GIT binary patch
delta 99
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delta 76
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diff --git a/q01_rename_columns/tests/__pycache__/test.cpython-36.pyc b/q01_rename_columns/tests/__pycache__/test.cpython-36.pyc
index bd0596ec1b87ce3ca7c3e59afc652c310a9b6de8..74c52e2deb708010c7e1902fca32de474a78cdfc 100644
GIT binary patch
delta 664
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delta 772
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From ad72534c356fcb426314269de80f8e807384f8b1 Mon Sep 17 00:00:00 2001
From: nemkothari <nemkothari@gmail.com>
Date: Thu, 9 Aug 2018 18:25:58 +0000
Subject: [PATCH 2/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 211 -> 234 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 601 -> 1013 bytes
 q02_country_operations/build.py               |  31 +++++++++++++++---
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 217 -> 240 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2064 -> 1891 bytes
 5 files changed, 27 insertions(+), 4 deletions(-)

diff --git a/q02_country_operations/__pycache__/__init__.cpython-36.pyc b/q02_country_operations/__pycache__/__init__.cpython-36.pyc
index 005bbe0f59e7251da0293086d4e318989a629efb..d87ed0adf258888e1d57fbfa21fa9be644f06dbd 100644
GIT binary patch
delta 106
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delta 74
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dfl+*NeraAwQDuC7L26NANoIatam>UsasaeT8;1Y@

diff --git a/q02_country_operations/__pycache__/build.cpython-36.pyc b/q02_country_operations/__pycache__/build.cpython-36.pyc
index 65c7fed965349a7b6e0dde2e9e236d662710c2f7..28faa6c7001689103e22710a7b241fd217bcfda4 100644
GIT binary patch
literal 1013
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literal 601
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diff --git a/q02_country_operations/build.py b/q02_country_operations/build.py
index d4c641d..995703e 100644
--- a/q02_country_operations/build.py
+++ b/q02_country_operations/build.py
@@ -1,11 +1,34 @@
+# %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"
-OlympicsDF=q01_rename_columns(path)    
-
-
+path = './data/olympics.csv'
+OlympicsDF=q01_rename_columns(path)  
+    
+def remove_text_inside_brackets(text, brackets='()[]'):
+    count = [0] * (len(brackets) // 2) # count open/close brackets
+    saved_chars = []
+    for character in text:
+        for i, b in enumerate(brackets):
+            if character == b: # found bracket
+                kind, is_close = divmod(i, 2)
+                count[kind] += (-1)**is_close # : open, : close
+                if count[kind] < 0: # unbalanced bracket
+                    count[kind] = 0  # keep it
+                else:  # found bracket to remove
+                    break
+        else: # character is not a [balanced] bracket
+            if not any(count): # outside brackets
+                saved_chars.append(character)
+    return ''.join(saved_chars).replace('\xa0','')
 
+def q02_country_operations(OlympicsDF):
+    OlympicsDF['Country_Name']=OlympicsDF['Country']
+    OlympicsDF['Country_Name']= OlympicsDF['Country_Name'].apply(remove_text_inside_brackets)
+     
+    return OlympicsDF
+df=q02_country_operations(OlympicsDF)
+df.iloc[100,16]
 
 
 
diff --git a/q02_country_operations/tests/__pycache__/__init__.cpython-36.pyc b/q02_country_operations/tests/__pycache__/__init__.cpython-36.pyc
index 3d1192a9867441c1f827f7aa1263815e68fdf5df..f06d1b7392015d629716ea92005de369a0d90f81 100644
GIT binary patch
delta 85
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delta 107
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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..bb1ae29939d820bd4ed019a3c4dfc5efdea58141 100644
GIT binary patch
delta 678
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delta 843
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zDUFG=h6#&hnJ^yXh)R2xX2EMBol!htnJ$S#l@(o_f5h#b5eo@7)e^2>uq?A!r0Obp
zae<3EwDS1xHQ&8goMlnjyhfyRD@w>Hq<3^jV)=}s<$7=x)RcL!rdqRrYS8=x8wAc6


From a2d1bda385885e0c0b510ce09226c5c95c023e88 Mon Sep 17 00:00:00 2001
From: nemkothari <nemkothari@gmail.com>
Date: Thu, 9 Aug 2018 19:05:59 +0000
Subject: [PATCH 3/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 205 -> 228 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 612 -> 769 bytes
 q03_better_event/build.py                     |  20 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 211 -> 234 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2101 -> 1934 bytes
 5 files changed, 19 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..011046a703d025dc12fc92d5f3e995e1d7c217b8 100644
GIT binary patch
delta 91
zcmX@h_=J(un3tC;ydoz$bRuWDTY!E>er~FMUTSW3eo01RQKo))eo=ODL1J>MesX?F
us(yY>Wo|)ca(qEiepYI7Nqk;vxqhL6aePv0Nl9u^d}>*0UWxw1^>P5jz9Fap

delta 68
zcmaFDc$SgVn3tE!Db6Q4W+G>~zNNEOjC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
XfpL6NYDr0IQG9AyYF<gq#A9**4@4Nc

diff --git a/q03_better_event/__pycache__/build.cpython-36.pyc b/q03_better_event/__pycache__/build.cpython-36.pyc
index 98a743b28b8313edfb563cea6551572067db348e..80e6edf0635eb011e685e54b28a0ef1e61a456e7 100644
GIT binary patch
literal 769
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ewZ(22*+4NqQd+c?eCjLM9e^p03B@sB9RCJn_Pw?M

delta 404
zcmZo<d&0tL%*)I5Z@q8y-ie%ne5vfIY|V^OY$;5^44P~cGs5aw85kIxfw<TONR%*S
zG1f4oFiJ82NhV2#Y?c(}6qaUYAdl4sQ<f=(4J0GU08>%J05q1pN}{|dvm{laGQYG)
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z{6Ll_$1RzOg<_NEF$tL5V$CbfEvPKw0*c>aDM&2IxW(lUwa~>4tQ_nlB!X}9eI|Kk
HW)3a@bBcF3

diff --git a/q03_better_event/build.py b/q03_better_event/build.py
index 4756f94..1d8c8de 100644
--- a/q03_better_event/build.py
+++ b/q03_better_event/build.py
@@ -1,11 +1,29 @@
+# %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 better_perf(x):
+    if x[0] > x[1]:
+        return 'Summer'
+    elif x[0]< x[1] :
+        return 'Winter'
+    else:
+        return 'Both'
+    
+def q03_better_event(OlympicsDF):
+    OlympicsDF['BetterEvent'] =OlympicsDF[['Total_Summer','Total_Winter']].apply(better_perf, axis=1)
+    
+    return OlympicsDF
+
+
+
+
+
 
 
 
diff --git a/q03_better_event/tests/__pycache__/__init__.cpython-36.pyc b/q03_better_event/tests/__pycache__/__init__.cpython-36.pyc
index 3988395b3ab1dacda0b69d4ba0da69041fd39470..89a60f5d0622d83512a9f312be6ac34a2bd1566f 100644
GIT binary patch
delta 124
zcmWN=K@Ng25Czb(F=E11922(2TPO<`6D&WWKs%)!MULUw+<62~p)Yyw;#-t;RqdMR
zbUnYyWw=l;9u(k5(Y{TN8cAc0tp!=>Kr*d9I?FN10IM9Z(0r)*22~`+13^iVH50Q7
VPMP;{{cMk3y8DFF#u$_T%@6t5D}(?5

delta 74
zcmaFGc$tyYn3tE!Db6Q4W+G>~slBsRjC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
dfpL6NYDr0IQG9AyYF<f9NosLPam>UsasaW&8)pCj

diff --git a/q03_better_event/tests/__pycache__/test.cpython-36.pyc b/q03_better_event/tests/__pycache__/test.cpython-36.pyc
index 2b9c3a26df7cdc034fcf99b9833185e9e21b3f19..07540739f09ca8969a010818b4a28c701fa21bbb 100644
GIT binary patch
delta 641
zcmZvZO=}b}7{`;DOeV9tL$_~A!3BE})?y>{DpK^|&1w-A;$fIh9+<WBW|FO~9(t%J
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BicA0i

delta 824
zcmaKqzi-n(6vuscj_o8)ou;MYhlEN+D@9csP*?~*RFt7YDhMGE($$jX_)e{Ze{ts&
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HkOlq#O6tWb


From 8b48fe0a52ca7375cf6340b9a0b5903876f0e44f Mon Sep 17 00:00:00 2001
From: nemkothari <nemkothari@gmail.com>
Date: Fri, 10 Aug 2018 19:13:40 +0000
Subject: [PATCH 4/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 204 -> 227 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 820 -> 1100 bytes
 q04_find_top_10/build.py                      |  21 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 210 -> 233 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2941 -> 2775 bytes
 5 files changed, 20 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..aa1ab2b4c986b650b8805153040b567e2b7a852c 100644
GIT binary patch
delta 90
zcmX@Z_?VH?n3tC;ydoz$bRuWDtG|9mer~FMUTSW3eo01RQKo))eo=ODL1J>MesX?F
ts(yY>Wo|)ca(qEiepYI7Nqk;vxqhL6NqkynUP^pPenGsUf&RpGasZyNAg}-c

delta 94
zcmaFNc!rVFn3tE!Db6Q4W+G>~kA<^UjC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
wfk}K?W?o8sNq#}Rp+QW1d}dx|NqoFsLFFwDo80`A(wtN~HU<WUVjyM!0QrR<4gdfE

diff --git a/q04_find_top_10/__pycache__/build.cpython-36.pyc b/q04_find_top_10/__pycache__/build.cpython-36.pyc
index 0068560a7391da46eaead3f3a6fe096ee2d9c5be..116086aa6ea281a3ab31634c561c6a6b23c66cf7 100644
GIT binary patch
literal 1100
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literal 820
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diff --git a/q04_find_top_10/build.py b/q04_find_top_10/build.py
index 9f283b7..9f6c49c 100644
--- a/q04_find_top_10/build.py
+++ b/q04_find_top_10/build.py
@@ -1,8 +1,27 @@
+# %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,variable2,variable3,variable4):
+       
+    TSummer=OlympicsDF[:-1].sort_values(by=variable2, ascending=False).head(10)[['Country_Name']].index
+    TWinter=OlympicsDF[:-1].sort_values(by=variable3, ascending=False).head(10)[['Country_Name']].index
+    T10= OlympicsDF[:-1].sort_values(by=variable4, ascending=False).head(10)[['Country_Name']].index
+    
+    Top10Summer = list(OlympicsDF.iloc[TSummer]['Country_Name'])
+    Top10Winter = list(OlympicsDF.iloc[TWinter]['Country_Name'])
+    Top10 = list(OlympicsDF.iloc[T10]['Country_Name'])
+    
+    Common= [x for x in Top10Summer if x in Top10Winter and x in Top10]        
+    return Top10Summer,Top10Winter, Top10, Common
+
+q04_find_top_10(OlympicsDF,'Total_Summer', 'Total_Winter','Total')
+
+
+
+
 
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..678e16091695192f948e1902764c77dc93ca12c5 100644
GIT binary patch
delta 123
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delta 73
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index f2adc9ccc36241f12ad7a4ad0716b044189dc8f9..9eafb011698b234cf0187653f1fc07059edfb7c5 100644
GIT binary patch
delta 835
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delta 1098
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From c1af69692fb33a1730992495cd7469fdc00ad2b3 Mon Sep 17 00:00:00 2001
From: nemkothari <nemkothari@gmail.com>
Date: Fri, 10 Aug 2018 19:43:08 +0000
Subject: [PATCH 5/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 208 -> 231 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 582 -> 1203 bytes
 q05_top_10_plotting/build.py                  |  24 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 214 -> 237 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1304 -> 3654 bytes
 5 files changed, 23 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..bc9f45856d002c936be2b472346cde2cdc35fdd1 100644
GIT binary patch
delta 121
zcmWN=K?=e^3;@9GMXb=Tn2LB4KOxeChfubmjosbEZKU=Y{>-x<@EbZX@8VmO`>NVB
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delta 71
zcmaFPc!81An3tE!Db6Q4W+G>~k&UxejC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
afoXh6enGsUL3}|@eo0AYUV6;LlX3uA2pOjU

diff --git a/q05_top_10_plotting/__pycache__/build.cpython-36.pyc b/q05_top_10_plotting/__pycache__/build.cpython-36.pyc
index f75beb57f8f69c2384185733dbed2236b29d41c2..0e29ad2002c2fd410f25a29df72aa975bbaf51af 100644
GIT binary patch
literal 1203
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delta 292
zcmdnYd5lHbn3tF9j+B4&A4Ud-#|%h-707k~;^L%<%1Nw@!3>%l6DJj_M)8E?mn7!I
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diff --git a/q05_top_10_plotting/build.py b/q05_top_10_plotting/build.py
index 78064cc..6feb52d 100644
--- a/q05_top_10_plotting/build.py
+++ b/q05_top_10_plotting/build.py
@@ -1,14 +1,36 @@
+# %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):
+    dftopsummer =OlympicsDF[OlympicsDF['Country_Name'].isin(Top10Summer)]   
+    dfTop10Winter =OlympicsDF[OlympicsDF['Country_Name'].isin(Top10Winter)]   
+    dfCommon =OlympicsDF[OlympicsDF['Country_Name'].isin(Top10)]   
 
+    plt.bar(dftopsummer['Country_Name'], dftopsummer['Total'],align='center', alpha=0.5)
+    plt.ylabel('Total Medal')
+    plt.xlabel('Country Name')
+    plt.title('Top 10 Summer') 
+    plt.show()
+
+    plt.bar(dfTop10Winter['Country_Name'], dfTop10Winter['Total'],align='center', alpha=0.5)
+    plt.ylabel('Total Medal')
+    plt.xlabel('Country Name')
+    plt.title('Top 10 Winter') 
+    plt.show()
+    
+    plt.bar(dfCommon['Country_Name'], dfCommon['Total'],align='center', alpha=0.5)
+    plt.ylabel('Total Medal')
+    plt.xlabel('Country Name')
+    plt.title('Top 10 ') 
+    plt.show()
 
 
 
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..c3f19efa12a506c923c73ad975dd95fd5225c034 100644
GIT binary patch
delta 100
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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
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delta 787
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GE&C4yg31>F


From 581a192975cbcf80cf24eff363ababe53572e4fb Mon Sep 17 00:00:00 2001
From: nemkothari <nemkothari@gmail.com>
Date: Fri, 10 Aug 2018 20:47:44 +0000
Subject: [PATCH 6/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 206 -> 229 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 1003 -> 1082 bytes
 q06_golden_winner/build.py                    |  18 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 212 -> 235 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2106 -> 1938 bytes
 5 files changed, 17 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..c4c18928635c0005cce3903baa512104452cd802 100644
GIT binary patch
delta 92
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delta 69
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diff --git a/q06_golden_winner/__pycache__/build.cpython-36.pyc b/q06_golden_winner/__pycache__/build.cpython-36.pyc
index 03a0fd046417789dda792d023911dc3296d92723..0e43f36e6e294d2f1603d57a87a9f5e05bfcb90e 100644
GIT binary patch
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diff --git a/q06_golden_winner/build.py b/q06_golden_winner/build.py
index 4789e29..3a19bc0 100644
--- a/q06_golden_winner/build.py
+++ b/q06_golden_winner/build.py
@@ -1,10 +1,26 @@
+# %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):
+    df_summer = OlympicsDF[OlympicsDF['Country_Name'].isin (Top10Summer)]
+    df_summer['Gold_Ratio'] = df_summer['Gold_Summer']/df_summer['Total_Summer']
+    variable1= str(list(df_summer.loc[df_summer['Gold_Ratio'] == df_summer['Gold_Ratio'].max()]['Country_Name'])[0])
+    
+    df_winter = OlympicsDF[OlympicsDF['Country_Name'].isin (Top10Winter)]
+    df_winter['Gold_Ratio'] = df_winter['Gold_Winter']/df_winter['Total_Winter']
+    variable2= str(list(df_winter.loc[df_winter['Gold_Ratio'] == df_winter['Gold_Ratio'].max()]['Country_Name'])[0])
+    
+    df_common = OlympicsDF[OlympicsDF['Country_Name'].isin (Top10)]
+    df_common['Gold_Ratio'] = df_common['Gold_Total']/df_common['Total']
+    variable3= str(list(df_common.loc[df_common['Gold_Ratio'] == df_common['Gold_Ratio'].max()]['Country_Name'])[0])
+    
+    return variable1,variable2,variable3
+
 
 
diff --git a/q06_golden_winner/tests/__pycache__/__init__.cpython-36.pyc b/q06_golden_winner/tests/__pycache__/__init__.cpython-36.pyc
index 78c9f23eb0d21533bb93e5a02c8517e7323741c7..fb76efcb964421c6a8e8314ddc187f445c87c93a 100644
GIT binary patch
delta 98
zcmcb@_?nT^n3tC;ydoz$bRuWDZ@7L&er~FMUTSW3eo01RQKo))eo=ODL1J>MesX?F
zs(yY>Wo|)ca(qEiepYI7Nqk;vxqhL6S$ukaPD*NCe0gSGUTTqkNosLPvHrwuasb5g
BB$NOE

delta 75
zcmaFOc!iPEn3tE!Db6Q4W+G>~nS--cjC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
efmwWdeojhiUVM3GUS4WZOi5~SNpZ}?vvL5=NgLAu

diff --git a/q06_golden_winner/tests/__pycache__/test.cpython-36.pyc b/q06_golden_winner/tests/__pycache__/test.cpython-36.pyc
index 8c58d9e1004b53c3d1c738391053b0cf6571983f..b95fe055cde6f6981ebe9d6e40721b7c36209d84 100644
GIT binary patch
delta 776
zcmaKq&ui2`6vs2kB$@7JyFXj&FHi(w5gI{I4<eNwdh4NGD2zggJCAN`CKD%FS5G~x
z2d_3a!9T#W7x6F9e<9$>lUI+Pd=rcIAWg_;US{5W-*<TPxp&e%zSHTn4qm2@-?*0b
z-8%E&zqN&5ae@#Qw*(P(N~FzgVhKmk)RB}^>2g<k+><`{CF2a&h;Y*t+2SpXJ>CWe
z?Iqy>_z*OscRIQdh<m<ZVr5C6P~PFIyvut)A%G67LKkNp-sb~8+_6MUv|n4I4ffLE
zBN4p)xz!(&noXc6x8nkS*yyrK$$||xLlKv8_|dZ|@m6qJ)2ip(+UsNZYd@SR31J5E
zNR_i#C*gt8M@1e_A)G1!p-NxLJefwhR?lEsMj0%^=eO@hhbk42MT;cMK!+ukEyC)B
zbCYaT@13vP9Tcy-`*SHl?_la)Tqde^ic*h>?iv%O{2vTVZqG<WMYEw1zgm5uUru!n
zlB_(Vqt|iAxjJYIH#9oeP-k3ybGON;y6!!?-#7~<D*tQiJUQ0bDph`?dgo1!hsN{;
zgNp{24gMXZiOgwq3t`d<hG2xb%wbM5yE|U1{U{P@8bvjmXGv))Xw$CReL7E4p()1N
zTsQ3*_y$I&_6JE;<k$sm+E~*(E@#yze{*-uq-+>mGBDNuXRBrpq!RNK9vb0dgrIgn
Pu8;t)2D-#|-5Jr}F{!e|

delta 933
zcma)*O>fgM7{}u{P0}`LyRPeA7!m?8QBAC%4TQ#oHubOrg98*HnMhGqKN>E1!%j7A
zmmP|@@{*6j1##pA7d}9)d<zZ}c7_BJFCvzI{>xAN_w(5D+vbPX$-3*-PG9Xk2~AD=
zs{Qg+q~4ZYe376U(I}#NhzKf2o#=qZcx-?!St)5sT2pO`R72WXoMNTr8Y8r$Dyf#b
z64s(RsYebuaUz$vQG+z1CTW&IGi*gOWJYR>U}%CgAZ=(syBysgqXTVf(<-e^4bLF6
zq(kON7wXW4S?Iu=oW*3GERe-rjn=92LZc2;r<g2J{h`)#k8jil9D?l4$BoVV$E$<Q
z{v!cg^y4^Synm0yY?Q<_Snuz#{k~usTup<~v)}+k4;A(hL^cQn<Q6)-v^LoEb~zmF
zWJ%;D;Zc;bk?>QVjA4{{G{^$)-AiO3)0PLxasFCgz1@=X+txo9KEHO;KS)9fv46<o
z7`T_oU4@sscm<u$H}GfV<fnLfrJ-z<;TdM6Dq8AaUreG1c<FL6-!?uC92ILmW^o35
zS9(7PGM4Z;Iom`0?>=&WxuEp9EPZ-;RvDn#{C#ETR_W*rlk~sr>@uw^Nw4JB&EZK~
zCEZn6P*_s<SxBi=HM}aZEW1!AXd}B~V;h&Vy>o@-`!pH(eu2f2DD*@WMjB*K3o}Sl
zh-qPr6BZX1WjqcdD9i)MMu)VpC-GgDseHIDUCI1!=e@Q+VIk#MM!BJ&UIdrVMB|o3
zVX;`G@`}02D(_lr!;Xs0D=aFgwEt93VQ)nVorG{lnF&?4p||u4$dPSXcXR{EB4z91
Gj`1DN_~Y^b


From ef57f4ceb5c55094c9d5cedc5ce6484bd3476d9f Mon Sep 17 00:00:00 2001
From: nemkothari <nemkothari@gmail.com>
Date: Sun, 12 Aug 2018 10:42:43 +0000
Subject: [PATCH 7/7] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 213 -> 236 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 740 -> 612 bytes
 q07_unusual_performances/build.py             |  18 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 219 -> 242 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 2403 -> 2228 bytes
 5 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/q07_unusual_performances/__pycache__/__init__.cpython-36.pyc b/q07_unusual_performances/__pycache__/__init__.cpython-36.pyc
index 288c3748c29106fe761694aa50620daa83f5143c..44fb401597e835140433f0e7ff951025eb6aaf91 100644
GIT binary patch
delta 79
zcmcc0_=b_wn3tC;ydoz$bRuWDX@q`8er~FMUTSW3eo01RQKo))eo=ODL1J>MesX?F
js(yY>Wo|)ca(qEiepYI7Nqk;vx&Fj?5{&v2x61(lPmCPJ

delta 76
zcmaFEc$JaUn3tE!Db6Q4W+G>~xudgHjC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
ffq8ssUTJY@VorQPYEfE#QEp;ha%yqR#B*{0?j9Ua

diff --git a/q07_unusual_performances/__pycache__/build.cpython-36.pyc b/q07_unusual_performances/__pycache__/build.cpython-36.pyc
index b5f4425872de7e1fa562fb4868daf450a95d7755..f20213f0bd13d1e357e6eddcf24636c312ee05be 100644
GIT binary patch
literal 612
zcmZ`%&2AGh5cc1uQI!ZpE1-{%%Wi-J5^AeTtvH4QAS82GxofAp#9nXg-Bzi#r^3VV
zO1^T+D{yJYAr(EqNb}>*_RKe9zZs8rUp#5Pz9R_zLXQO2=mgYH!AK;rMh0_i2qzdx
z!l@#P-eS%aRxEl+CHszeB9o73GFZbcG$G;na{4+iY*)8#mD@%+(N?zh;n{NfDtD?D
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zRkobI&AYnuozOW<X>Oenb)kHA-c?$r%__Y7-;rUQNHmC!$Uff3ZVd5kGT=uSPOU_1
zjjqnqhp9d;oBsQC(oInpzkrML53CVw>0*sd?!V3ciAM3v@X%P<X>}ZLZ1_CI3=i>;
F+ymgcs1E=D

literal 740
zcmZ`$!EVz)5Z(2z9Vcz7s8pztIOLj36yShVRc%lz-~i<SCu7Mn-bv!r_9nY_qg3gs
z`~>_#Z+y>QIdS0wI5F!+6eJjHX5P+>cizlCZMR#;U*CKfaYDY4Kg2~mLe&#Af(V+C
zoCY*^0*4ae1PmNtH#Fctfm<(_;Gam~3ODeC7c_v2MwiTe@Srhuu%ZbraA?k3;B`su
zF@M8CC)f#gh5wH9o8Pe)={x4(a`+@lWL1=E9mxf#xJ+fC&Hi%uI8so=Ibb@g@<Lxd
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lfBbtZcl&AEZvJsDMU}w`#gp!!=}=C6>O1}pr@XoE{sPYs&zk@M

diff --git a/q07_unusual_performances/build.py b/q07_unusual_performances/build.py
index a264d21..739e798 100644
--- a/q07_unusual_performances/build.py
+++ b/q07_unusual_performances/build.py
@@ -1,5 +1,21 @@
+# %load q07_unusual_performances/build.py
 # default imports
 from greyatomlib.olympics_project_new.q02_country_operations.build import q02_country_operations, q01_rename_columns
-path = "./data/olympics.csv"
+path = './data/olympics.csv'
 OlympicsDF=q01_rename_columns(path)    
 OlympicsDF=q02_country_operations(OlympicsDF)
+
+def q07_unusual_performances(OlympicsDF,low, high):
+      
+        
+    df =OlympicsDF[:-1]
+    #quant_df = df['Total'].quantile([low, high])
+    df_low= df[low >= df['Total']]['Country_Name']
+    df_high=df[high <= df['Total']]['Country_Name']
+    return df_low,df_high
+
+
+
+
+
+
diff --git a/q07_unusual_performances/tests/__pycache__/__init__.cpython-36.pyc b/q07_unusual_performances/tests/__pycache__/__init__.cpython-36.pyc
index eea34b6474d8c4a3dfa8e65160cad93fd76c051f..b1e05896f3c9f248c88fa85f1cd2974a34983be2 100644
GIT binary patch
delta 85
zcmcc3_=%Czn3tC;ydoz$bRuWDX`FsWer~FMUTSW3eo01RQKo))eo=ODL1J>MesX?F
ps(yY>Wo|)ca(qEiepYI7Nqk;vx&Fj?672dVsl_G5`V;rc0RRcPA4LEF

delta 109
zcmeywc$<;an3tE!Db6Q4W+G>Kw7auajC)aPrDI8cZcKhoWo|)ca&de?QGQlxa!E{~
zfq8ssUTJY@VorQPYEfE#QEp;ha%yo*NosLPaZG%CW?p7Ve7s&k<t+}I-29Z%oK!nD
L1_p*=AZ7pnaO@^J

diff --git a/q07_unusual_performances/tests/__pycache__/test.cpython-36.pyc b/q07_unusual_performances/tests/__pycache__/test.cpython-36.pyc
index 44dbdd5ec937dcd6895488eeb940072ccfdf5415..1c0b10ce9b8481df1904a72956d4bfef3a585f45 100644
GIT binary patch
delta 677
zcmZuuO=}cE5bd7n`PkXr?00rIcovo<PEZ61QG=p_2M;1dT4k6_mHUyIouOwIH3$*b
zKOlYHpWrF}4$m^zoII#^Pj;`DAU4#iM^*K!NB2ehOY7`Lz3v^ojbE&6LN3Uqv!(c<
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delta 845
zcmaKqzi$&U6vyrRonOr*O`D{s2+=7jZH8_YLWLlTAVn%FLUJQc*Lx;h$o-IgRTY*F
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