From b34816614ef068e1d59426177b35ec09ae28b09c Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Mon, 13 Aug 2018 14:42:47 +0000
Subject: [PATCH 1/9] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 165 -> 151 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 179 -> 165 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 568 -> 373 bytes
 q01_load_data/build.py                        |   7 ++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 185 -> 171 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 1577 -> 1563 bytes
 6 files changed, 6 insertions(+), 1 deletion(-)

diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc
index b4b72099455159189764a0ad76aa1fabbc62e96a..74a7441e8737e5f1de08b4af8bc35d451c5cce52 100644
GIT binary patch
delta 55
zcmZ3=IGvHhn3tF9=8VGVi5%w2F8UeyxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3rqp?KNBDT

delta 69
zcmbQvxRjB@n3tD}Z`Piui5%vJLHeP^sYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@cE0UPfa$^ZZW

diff --git a/q01_load_data/__pycache__/__init__.cpython-36.pyc b/q01_load_data/__pycache__/__init__.cpython-36.pyc
index 92b3ac2d3dd2682028775eba5dae0f9658f2aebd..6e53492a84636b737530ee29983e6ef59c7bd71c 100644
GIT binary patch
delta 55
zcmdnYxRjB@n3tF9=8VGVi5%w2LHZf_xvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3!DM_NfTHA

delta 69
zcmZ3=xS5f|n3tDJb=ID!i5%vJ3HqVMsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@d90V}B)82|tP

diff --git a/q01_load_data/__pycache__/build.cpython-36.pyc b/q01_load_data/__pycache__/build.cpython-36.pyc
index e27baf631ae2be11ac2de9e6f21754e2497753d8..e9fc33350e511cdb202012f9544cfb167ae5fdec 100644
GIT binary patch
delta 263
zcmdnN@|B6xn3tF9){MgF)e|}W>$Mmd7)ltj7;6}s8EYA97*iM}8Gs~{B!f7JW`@!%
zHb7o5gC?urEoQI8yj#p}sY$n(eG`jrv6keQB<5%`-C`<8iQ+0sO-zYTtw>G<iLewT
zmSo&wN=aMEP{awe=a;{JMt*Lpeo<+0Mq*NiZf<IZU`e8Wcz#iKaY15os(x~QO6p{7
zM!k66LIcD2oP3~JDTyVCtU$fRY(Rp6k&97=v4|VU(qz8HR*;yNl2}{>k^zf>EkPo<
YfD*SjY;yBcN^?@}n1H-u5W&F=0GHH5XaE2J

literal 568
zcmY*WPfIH?5TERJ>r(7N5VauK>t0;NYbk<{cX;r;h?jzt*(Tbp=_V#wv{Fxf-{YPA
z4t|nc1;MZ2$w{lCf!}ZbW@a)uYPVa{|4)M#0C*;Rortt!g54zIz?p;r;}MVl!64%7
z46?>6Mc{PAf}j&_#Do)qJtlH6VRKlp2R3J%bzl;$?k|>h56Ii-1Wr1z9c1%Eu7wzN
zNbh%UP3c5;rfSo*O4hDaRd+0m@QHQk#8>k$M8FxrrbKg?z=F(-oo37@Qr!we3cGs*
zlTiHaB0smn*c^*-X~*K))`h_-RwY*XFJZ5p(z(*28fv2^V&rVDvEpclS9Qq+|8(a!
z2ZuwckPkUJ%!|5|d|%Ie+LJgfIQG}VL<G3s`;ofelWK(0_DNY~`uGo4KK?BVAOA(;
z6Q>-?EcTJ+zGVdU5O*UXeS%ucSr++*MmP2mzg#|PMNMku+do=0!U$n05VhDA+ht~h
ibSm6jJ;|(-x%7Rj6P9F_#nRqX@mh+0Sg;M>oW}1D6OCyA

diff --git a/q01_load_data/build.py b/q01_load_data/build.py
index 69d7209..c9ddf26 100644
--- a/q01_load_data/build.py
+++ b/q01_load_data/build.py
@@ -1,5 +1,10 @@
+# %load q01_load_data/build.py
 import pandas as pd
 
 
 def q01_load_data(path):
-    "write your solution here"
+    df = pd.read_excel(path)
+    df['total'] = df['Jan']+df['Feb']+df['Mar']
+    return df
+
+
diff --git a/q01_load_data/tests/__pycache__/__init__.cpython-36.pyc b/q01_load_data/tests/__pycache__/__init__.cpython-36.pyc
index 2a2dfc72b54611f7a4f5a7734a9c697f606c0089..408844ab069a4bab11f136524fdc6f85aa48db33 100644
GIT binary patch
delta 55
zcmdnVxSEl}n3tF9&Wyt7i5%w25&9YVxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3p@e;MH6!X

delta 69
zcmZ3@xRa5?n3tD}ZT6n1i5%vJY5JkXsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@b}0Vxg{6951J

diff --git a/q01_load_data/tests/__pycache__/tests.cpython-36.pyc b/q01_load_data/tests/__pycache__/tests.cpython-36.pyc
index 76e04c8a5e2c476c2fba795d8bae25fd09cc88ed..28e8fa6732c2528949e5efe12894b7656daea494 100644
GIT binary patch
delta 58
zcmZ3<Gn<FQn3tF9&Wyt7jU2xil|%J2@^e%5i%N?#5|c7?b5k=)67|FLi?WLg5|dN)
Olk-zjHybm3V+H_EqZHu)

delta 72
zcmbQuvyz9yn3tF9-|Rh68##V48Yb(97N-^!>nA2<WEN+nW*3(x6(!~-=4B@4>AR#B
cXP4v`=;s%t=EWBj<!7ZPmlSVSW%|Yp0L<PSc>n+a


From 54fa67ed766690685dd6b5118bda873f0ed47ad8 Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Mon, 13 Aug 2018 15:03:58 +0000
Subject: [PATCH 2/9] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 180 -> 166 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 626 -> 573 bytes
 q02_append_row/build.py                       |  14 +++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 186 -> 172 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 1355 -> 1341 bytes
 5 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/q02_append_row/__pycache__/__init__.cpython-36.pyc b/q02_append_row/__pycache__/__init__.cpython-36.pyc
index de0cf6163be25541da218f6f8a0c4d005729c09c..c6795e616c968ef99c675802ecbe812103cfd0db 100644
GIT binary patch
delta 55
zcmdnOxQvm*n3tF9=8VGVi5%w2!TK5bxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3tRyE+!I^?

delta 69
zcmZ3+xP_6!n3tE!c-Ee%i5%vJiTa_%sYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@cU057f?D*ylh

diff --git a/q02_append_row/__pycache__/build.cpython-36.pyc b/q02_append_row/__pycache__/build.cpython-36.pyc
index 508826776138177582df97d666bb284c1e1484b0..78cb16be873ca7bad06d17c67ffb8c57bab5f20c 100644
GIT binary patch
delta 363
zcmYk2KTE?v7{=fC@~0t~>Q*8SLZ=KdLl=iy1YKN2aA?s%&fJwylP2a56iKJh4-g7&
zegHp&U*tCN8#sxRcfp|t@9(|m-iLdR`_@17;mC39&D-;RL;${EXGsm`vWnAo81%Wx
zj0O=H-hyYgv*VeX8?r8x=Tf4C1=i5u8f#?ef+TTapt|<o^|4e7(kN=BUSop{7;MO#
zsENGVxNbiOQ$vu9-Pt*(?18UB9t*9g5~0OuD8ZK=5qd_;NDwxEhuo3rzc)dYCOpWi
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qyq+*Kx@5G-d)ptp8YzF5xr4qu6V^CMSrzk%`kOAp!UM9WS@s{!HdS2!

delta 437
zcmYjOJx}B?5cSwjHXuGFild7JO{#!s5kdm31QOM81u0m(*vlsD+L7&O0cAx&O@a6o
z*V0q)C$4aN|KQ52m{4JBp2u%SZ$>lk{2$-iTV7tg`14V`0U>|Mw?olCL~}bYTX`(u
zC&{9htMoBKuCt>qwvXUROP*j3El7}5GRbfFCaK_w%&DgpYpIN$q2hDaLKU@4#<KTJ
z=e*@8nLPZM+0v`@-ZVCKX43f5=ya^C3hY$q!1`(!*qN{)^2UqFV+Mgs;l+6d#Zq~r
zja7qEOLdpUw(B`C*GvPgWmq`Iw7wNn72rI?qOO&eSrm9J{5ViKDteeYux3`oax_4{
zNbnt%T1<WuyNY7}FY{kcS(l69xO8K6>(XY3ib9t{=f}$3dQ;~Hg$K1YmAdxswGRi|
zy>2**2!tlE0V{azI{va=h-;yxaCYJK15S23@~hG}SVJx(`%@#Ei8{c&5EmmPutt~I
EC*Zeq=>Px#

diff --git a/q02_append_row/build.py b/q02_append_row/build.py
index af3701d..2f10820 100644
--- a/q02_append_row/build.py
+++ b/q02_append_row/build.py
@@ -1,3 +1,4 @@
+# %load q02_append_row/build.py
 import pandas as pd
 import sys, os
 #sys.path.append(os.path.join(os.path.dirname(os.curdir)))
@@ -5,7 +6,18 @@
 
 
 def q02_append_row(path):
-    "write your solution here"
+    df = pd.read_excel(path)
+    df['total']=df['Jan']+df['Feb']+df['Mar']
+    #df.loc[len(df),:]=None
+    #df.loc[len(df),['Jan']]=df['Jan'].sum()
+    #df.loc[len(df),['Feb']]=df['Feb'].sum()
+    #df.loc[len(df),['Mar']]=df['Mar'].sum()
+    #df.loc[len(df),['total']]=df['total'].sum()
+    df.loc[len(df),:]=df.sum()
+    return df
+q02_append_row('data/excel-comp-data.xlsx')
+
+
 
 
 
diff --git a/q02_append_row/tests/__pycache__/__init__.cpython-36.pyc b/q02_append_row/tests/__pycache__/__init__.cpython-36.pyc
index dab3ecac755f4882f0d0d63dd70ab57f6fb428f8..49aafe7b15caee32e65f9c48b75e0f91d1f45a55 100644
GIT binary patch
delta 55
zcmdnRxQ3C#n3tF9=8VGVi5%w2k@^|=xvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3%mgTP7`zh

delta 69
zcmZ3(xQmg)n3tEUXwIIfi5%vJ>H49?sYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@df07F(8ga7~l

diff --git a/q02_append_row/tests/__pycache__/tests.cpython-36.pyc b/q02_append_row/tests/__pycache__/tests.cpython-36.pyc
index 742ee79571b722fe1fcab2f42f1dbcae23a14bd1..c01799f2be9021c0f6ba9906bc38b91615136155 100644
GIT binary patch
delta 58
zcmX@jwU>*-n3tF9=8VGVjT~ngmBaKi@^e%5i%N?#5|c7?b5k=)67|FLi?WLg5|dN)
Olk-zjH?uLhG6Mip*Ax^0

delta 72
zcmdnXb()LAn3tDJY{8zWjT~ng4O8?(i&Kk=^%IjaGK(`(vx`fUiV|}Z^D-0j^j%Vm
cvrF;|^z#c+^WqDN^0QKtONuxDV02{$0G`+y%K!iX


From 969b9ea74bfd155e9185c2e6822badd8ca95c8ab Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Mon, 13 Aug 2018 15:25:04 +0000
Subject: [PATCH 3/9] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 182 -> 168 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 888 -> 640 bytes
 q03_scrape_clean/build.py                     |  10 +++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 188 -> 174 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 1396 -> 1382 bytes
 5 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/q03_scrape_clean/__pycache__/__init__.cpython-36.pyc b/q03_scrape_clean/__pycache__/__init__.cpython-36.pyc
index e99e1734469b0d74feccbb92229a5c70c95d8904..7cb5a57afdbbf8942e0040ae7416fc7323acaad4 100644
GIT binary patch
delta 55
zcmdnSxPp<xn3tF9=8VGVi5%w2q52v5xvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3)}$x0uy8a

delta 69
zcmZ3%xQ&s+n3tE!a@L-xi5%vJ$@-zisYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@d<05XsnIRF3v

diff --git a/q03_scrape_clean/__pycache__/build.cpython-36.pyc b/q03_scrape_clean/__pycache__/build.cpython-36.pyc
index cdec2c4c90379271521fc76a792f2606530a2690..08e1cec04770a97d03c5a7cacb965727bc9e1d0d 100644
GIT binary patch
literal 640
zcmZ9IzmC)}5XL>Wlg%!>$B6=ohJFhO(orIWpg$o_0?8DSH}+l<oIh(j5+`M=Jzj*4
z=in{eQr#<1G0rt79QilnarDhMzSwM5zkeRS-U1<i$b-c(e}~(BMku1d5CL<fg3gf%
zHb*WvMrx8a6)6x+n?;jphFs2EAs?L}en1pc{FaEdf-AC3?ogXtZXs;mYdQLQKbot4
z97;4ZuLK#5e8BBKB0OneA}2V4rxP?x!HFK}L>sQ?2^4!qj?5=b>K7A>4d)7<c#|nK
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z|5r=w<l;;OR<MRMcmhwsKF0HQ6ViKmo8b|?-?%_~XXC>QwsWuVr{;t7RY>J9=uQRR
s^mP{&s<xeMbx6z6Vm=GbQ$4_0RL$PBy&8>v8(+|^5E-09hE|@le@t?u0{{R3

literal 888
zcmZWn&2H2%5Vn(SHccto6KW-dB5svX1L}2Ef#AfUm#UY&EZ)qtn>2}C+W~g9J#FE}
zgYXVKiLXdVeE=>!G0yT+l|=J-G9G{P%{YfUJL%}hx5-b=*mrj4iO7FRX5JD2175QU
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z-1z8n_q3%$keygz(PZ*0d)1&W3-PyMpXQrBAu|sMR;;4&La_E_!{b|?Ip%pas#+9C
zF8}zI=`BjVeV3ma)Fv0Rd1>Z&VY-<Xjc7~J=5NqkSgCTUu$?L`D=e(Zm1sej>3LTI
z!k=({`TTHd3M~{)iyG<htSf6cPz#rgYthU=9PN00WNi8Le)hq*mW8Oz5jmUW<p_io
z`Gyh>3iEz{+a($=J2cj~@EolR6u2#o0;Y4@)P8QQ#n!s0BsLdoY(;}^Ae5>XE*8cv
z6uMZ>d><~ha_U(_7k0Y#)JDnHApL`9FZ$VRASJ<WbYJk$_wvv;6Qq2^AMt1WF;BVP
zqX-F&H$&1s!-ZyHTp*41cjF=@?3~mn8Y;M`l4a|LQ0iW5Ty&cJp5~4Qe^a^_l8hS(
SU5!Wn(oI5;Q2B&E34a0BpY8Sl

diff --git a/q03_scrape_clean/build.py b/q03_scrape_clean/build.py
index a88e3e2..bd5331e 100644
--- a/q03_scrape_clean/build.py
+++ b/q03_scrape_clean/build.py
@@ -1,9 +1,17 @@
+# %load q03_scrape_clean/build.py
 import pandas as pd
 import sys, os
 import requests
+from bs4 import BeautifulSoup
 sys.path.append(os.path.join(os.path.dirname(os.curdir)))
 
 
 def q03_scrape_clean(url):
-    "write your solution here"
+    res = requests.get(url)
+    soup = BeautifulSoup(res.content,'lxml')
+    table = soup.find_all('table')[0]
+    df = pd.read_html(str(table))[0]
+    df=df.iloc[12:,:]
+    return df
+
 
diff --git a/q03_scrape_clean/tests/__pycache__/__init__.cpython-36.pyc b/q03_scrape_clean/tests/__pycache__/__init__.cpython-36.pyc
index bee36fb3d7bd79ff797a0f6b391b7a8a93cf3fac..d093545b88ad3efd5e650698e3067d521a74792f 100644
GIT binary patch
delta 55
zcmdnPxQ>y-n3tF9=8VGVi5%w2(fS$rxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3w!_ogA;rJ

delta 69
zcmZ3-xQCI$n3tF9*up(g6FJNcGxbA@Q;UlA6O%GBi!)NQi%XM=5_1#tG86OkT~dp)
ZOY#f!^9xe*;tPuMvr>~wiYF%d003F18RY-~

diff --git a/q03_scrape_clean/tests/__pycache__/tests.cpython-36.pyc b/q03_scrape_clean/tests/__pycache__/tests.cpython-36.pyc
index 8529c871c1d09e03d187c6dc0d0810c3df16d3e3..51894fcc6d1bfcd64e7e7dd47be6eb51ea40248c 100644
GIT binary patch
delta 58
zcmeyu^^A+dn3tF9=8VGVjT~PXl_T^s@^e%5i%N?#5|c7?b5k=)67|FLi?WLg5|dN)
Olk-zjH|sLFGXnr^mK3-E

delta 72
zcmaFH^@WSWn3tC;bkUxujT~PX4b${Pi&Kk=^%IjaGK(`(vx`fUiV|}Z^D-0j^j%Vm
cvrF;|^z#c+^WqDN^0QKtONuwkGr2PZ0LxJtu>b%7


From dd3835afb4a362b8351206092d212c1e37a7c9b2 Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Thu, 16 Aug 2018 16:53:34 +0000
Subject: [PATCH 4/9] Done

---
 .../__pycache__/build.cpython-36.pyc          | Bin 373 -> 373 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 177 -> 163 bytes
 q04_mapping/__pycache__/build.cpython-36.pyc  | Bin 877 -> 767 bytes
 q04_mapping/build.py                          |  12 ++++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 169 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1685 -> 1671 bytes
 6 files changed, 10 insertions(+), 2 deletions(-)

diff --git a/q01_load_data/__pycache__/build.cpython-36.pyc b/q01_load_data/__pycache__/build.cpython-36.pyc
index e9fc33350e511cdb202012f9544cfb167ae5fdec..74c592363c7f96461b2c90285e1347bc5942230f 100644
GIT binary patch
delta 91
zcmey$^p%O#n3tF9=|t8AGPk&jQWI0+Q!A2Fb2OQ5u@oehWZYs(Nn6QK#5M6?u_g}#
g1A`{>Ew+Nhyp+V^A~qnm2qad-g-UQwj%Abp05i-OU;qFB

delta 91
zcmey$^p%O#n3tF9)<o6?GErPbsfj7^sTIkoIhstjSPBwLGHx-Yq^)Eq;+%M}Sd*K9
gfkBh`7F$7LUP@wd5gU+O1QILaL?yT;$1+L)00|ry&Hw-a

diff --git a/q04_mapping/__pycache__/__init__.cpython-36.pyc b/q04_mapping/__pycache__/__init__.cpython-36.pyc
index ee0618f2c89597e870d478c12dab4aec6d95e7c7..44cd83dc71e5197570723e4db7bfdeb18c2589fa 100644
GIT binary patch
delta 55
zcmdnUxR{Z{n3tF9=8VGVi5%w20s0yFxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3mgIZBNI>n

delta 69
zcmZ3?xRH^=n3tE!W7eLii5%vJar&XfsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@bp0WxD5Gynhq

diff --git a/q04_mapping/__pycache__/build.cpython-36.pyc b/q04_mapping/__pycache__/build.cpython-36.pyc
index 8283165768b4bf279030f79c34448f8435bb4125..cb976d472227779de658f1055c746c1dcf2c6ea9 100644
GIT binary patch
literal 767
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literal 877
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diff --git a/q04_mapping/build.py b/q04_mapping/build.py
index 914cfa8..d0d2e14 100644
--- a/q04_mapping/build.py
+++ b/q04_mapping/build.py
@@ -1,10 +1,18 @@
+# %load q04_mapping/build.py
 import pandas as pd
 import sys, os
 import numpy as np
 #sys.path.append(os.path.join(os.path.dirname(os.curdir)))
 from greyatomlib.pandas_guided_project.q02_append_row.build import q02_append_row
-def q04_mapping(path1,path2):
-    "write your solution here"
 
+def q04_mapping(path1,path2):
+    df1 = pd.read_excel(path1)
+    df1['total']=df1['Jan']+df1['Feb']+df1['Mar']
+    df1.loc[len(df1),:]=df1.sum()
+    df2 = pd.read_csv(path2)
+    abbr_dict = dict(zip(df2.iloc[:,[1,6]]['United States of America'],df2.iloc[:,[1,6]]['Unnamed: 6']))
+    #df1['abbr']=np.where(df1.iloc[4]) in abbr_dict,str(abbr_dict[df1.iloc[4]]),'nan')
+    df1.iloc[:,6]=df1['state'].map(abbr_dict)
+    return df1
 
 
diff --git a/q04_mapping/tests/__pycache__/__init__.cpython-36.pyc b/q04_mapping/tests/__pycache__/__init__.cpython-36.pyc
index eef3d6b1231b64feb39c7d081ba06fa45658052b..b3f937b94b602a5dd89ae332c0f0c495cd91599d 100644
GIT binary patch
delta 55
zcmdnaxRQ~>n3tF9=8VGVi5%w2Vfq>QxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3)}(yl@n+H

delta 69
zcmZ3<xSf&1n3tF9@$NlQ6FJNcQ}jcNQ;UlA6O%GBi!)NQi%XM=5_1#tG86OkT~dp)
ZOY#f!^9xe*;tPuMvr>~wiYF$y0{~*c8VCRY

diff --git a/q04_mapping/tests/__pycache__/test.cpython-36.pyc b/q04_mapping/tests/__pycache__/test.cpython-36.pyc
index 7f7c96e914a8d9dd0deb7c46cab1b7ff9ad3e05a..30c3cacdf017908a1ee0249dc8bf0709665c80e7 100644
GIT binary patch
delta 58
zcmbQr+s?~j%*)Glb4FqGMvmu<%0c=W`MIh3MWw|ViAfo{xv3c?iTdIBMcKs#iOH$@
N$@wX%n-!Q!SpY$z6b}FZ

delta 72
zcmZqYoyyB$%*)H=vv*I_Mvmu<h6(zi#i>Qb`iV&ynZ+5Y*~O(vMTxnId6|iM`Yx%(
b*(Lb}`uPQ^dGQ5B`B|ySCB>VCm`Ygyn3ftE


From 06e8d4991affa66f2237ce0411ab430dd3bb13bc Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Thu, 16 Aug 2018 16:59:24 +0000
Subject: [PATCH 5/9] Done

---
 .../__pycache__/build.cpython-36.pyc          | Bin 573 -> 573 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 192 -> 178 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 808 -> 921 bytes
 q05_replace_missing_values/build.py           |  12 +++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 198 -> 184 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 1741 -> 1727 bytes
 6 files changed, 11 insertions(+), 1 deletion(-)

diff --git a/q02_append_row/__pycache__/build.cpython-36.pyc b/q02_append_row/__pycache__/build.cpython-36.pyc
index 78cb16be873ca7bad06d17c67ffb8c57bab5f20c..603081779c4b7448343131a53e0cf1d41984fe31 100644
GIT binary patch
delta 56
zcmdnXvX_O`n3tF9?nKu2jJGC!)nw$GEYDcZC@^_CW3i|J0|P@5A1c8=S)NG_0JZ=O
As{jB1

delta 56
zcmdnXvX_O`n3tEUbt3C~#;A#3H5qv)%QKcU@=u=5SS-rVz`#(%i%RfKmS>U!0FX%w
A%m4rY

diff --git a/q05_replace_missing_values/__pycache__/__init__.cpython-36.pyc b/q05_replace_missing_values/__pycache__/__init__.cpython-36.pyc
index f50c1d5e3fce9c03c9a40722e1899cfd21d8ee70..4dfec7f625cd48d11ff6d780836635bc35b2a47e 100644
GIT binary patch
delta 55
zcmX@WxQUU&n3tF9=8VGVi5%w2@%kD0xvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3jzQF&l8LQ

delta 69
zcmdnQcz}_^n3tE!f7YI;i5%vJx%#2SsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@bP06!WTcK`qY

diff --git a/q05_replace_missing_values/__pycache__/build.cpython-36.pyc b/q05_replace_missing_values/__pycache__/build.cpython-36.pyc
index 6a32964667ab0d808d5677d1ae67893cfb4e2b10..e1b40407b10bf55d5e4de18685ec87f492583f88 100644
GIT binary patch
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literal 808
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z4J#U9(`h3Mp6Hc3`u|7mob~_$A`w0Udje(-A&-Zyx07^4a~i0o)GIRp#(8#S9jPom
zof)xWbyXH}n*6iBWbfZfx`w))npV<`+R$osE7=Q=Tb2H+vf@o4USr5?yR<&;j2sXj
G`}i-#^WbCv

diff --git a/q05_replace_missing_values/build.py b/q05_replace_missing_values/build.py
index 97d9755..155b57d 100644
--- a/q05_replace_missing_values/build.py
+++ b/q05_replace_missing_values/build.py
@@ -1,3 +1,4 @@
+# %load q05_replace_missing_values/build.py
 import pandas as pd
 import numpy as np
 import sys
@@ -8,6 +9,15 @@
 path1 = 'data/excel-comp-data.xlsx'
 path2 = 'data/scraped.csv'
 def q05_replace_missing_values(path1,path2):
+    df1 = pd.read_excel(path1)
+    df1['total']=df1['Jan']+df1['Feb']+df1['Mar']
+    df1.loc[len(df1),:]=df1.sum()
+    df2 = pd.read_csv(path2)
+    abbr_dict = dict(zip(df2.iloc[:,[1,6]]['United States of America'],df2.iloc[:,[1,6]]['Unnamed: 6']))
+    #df1['abbr']=np.where(df1.iloc[4]) in abbr_dict,str(abbr_dict[df1.iloc[4]]),'nan')
+    df1.iloc[:,6]=df1['state'].map(abbr_dict)
+    df1.iloc[6,6] = 'MS'
+    df1.iloc[10,6] = 'TN'
+    return df1
 
 
-#print(q05_replace_missing_values(path1,path2).shape)
\ No newline at end of file
diff --git a/q05_replace_missing_values/tests/__pycache__/__init__.cpython-36.pyc b/q05_replace_missing_values/tests/__pycache__/__init__.cpython-36.pyc
index 03391a7d73977c58beb60b2c9e2dcb47994c3aa6..7ee3f5335aea2c40525d96d92a183460ff5f01a5 100644
GIT binary patch
delta 55
zcmX@cxPy_yn3tF9=8VGVi5%w2srniDxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3&H>fK@+3^

delta 69
zcmdnNc#M(5n3tC;e(#>Bi5%vJ#rmPesYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@dl08d#N!T<mO

diff --git a/q05_replace_missing_values/tests/__pycache__/tests.cpython-36.pyc b/q05_replace_missing_values/tests/__pycache__/tests.cpython-36.pyc
index 3b9d62a38f2709ee27852c154007b83f7dde0610..bef0fdd34b3e1ed28636cf6f20c1e9e1ca024902 100644
GIT binary patch
delta 58
zcmX@hyPucCn3tF9=8VGVjT~%D%1Qbe`MIh3MWw|ViAfo{xv3c?iTdIBMcKs#iOH$@
N$@wX%o9&tUSO7R56XyT`

delta 72
zcmdnbdzP2On3tDp?!G-y8#&mR3=8x_i&Kk=^%IjaGK(`(vx`fUiV|}Z^D-0j^j%Vm
cvrF;|^z#c+^WqDN^0QKtONuueGWD?l0G<FEL;wH)


From b7d05be099d069bcbf2767a8cf0c1c9eff2684d2 Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Thu, 16 Aug 2018 17:15:58 +0000
Subject: [PATCH 6/9] Done

---
 q04_mapping/__pycache__/build.cpython-36.pyc  | Bin 767 -> 767 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 179 -> 165 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 740 -> 1342 bytes
 q06_sub_total/build.py                        |  22 +++++++++++++++++-
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 185 -> 171 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1424 -> 1410 bytes
 6 files changed, 21 insertions(+), 1 deletion(-)

diff --git a/q04_mapping/__pycache__/build.cpython-36.pyc b/q04_mapping/__pycache__/build.cpython-36.pyc
index cb976d472227779de658f1055c746c1dcf2c6ea9..a43a62358bd6718f14bee51184328044f9ad1596 100644
GIT binary patch
delta 116
zcmey*`k$56n3tD}XCrGnBjc^fy^K;oas{Kl<SpiuG(!+!bc-`FDXAzvB{R8XB}0+q
z<PVJHveFC;44Ry`*a{N!QWA@cxPaVS%*B<(x0v#aZ%uAt@(=~7D3U}aq$WRPk^=x}
CZXx6V

delta 116
zcmey*`k$56n3tD}Z6j+tBV*L$UPdV(xq?w&GKx7R%@9NwMR6u3B^AY|WG0uaWGE7u
z{DHAtR*ZpxL6h?qTR~!8N@8&l7m$04xwx|U7E^w4)Z`W>4^fbcA`w(Vbn-(cIRJ8c
B9=iYl

diff --git a/q06_sub_total/__pycache__/__init__.cpython-36.pyc b/q06_sub_total/__pycache__/__init__.cpython-36.pyc
index f70134c54a61d45f8edae7081c146a4bc62b5538..e0ea7346b523869c4928052643c24a015cebd288 100644
GIT binary patch
delta 55
zcmdnYxRjB@n3tF9=8VGVi5%w2LHZf_xvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3!DM_NfTHA

delta 69
zcmZ3=xS5f|n3tC;X4amli5%vJ3HqVMsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@d90XU5rPyhe`

diff --git a/q06_sub_total/__pycache__/build.cpython-36.pyc b/q06_sub_total/__pycache__/build.cpython-36.pyc
index adaf0ce0d3ca686ab384f6f40e1d0fd216b66a0b..ee1d2a593d09b2affb59bc109587bf7166dde79a 100644
GIT binary patch
literal 1342
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u?Q^&()OUs4>%0T*6l{6|U35}>;mGUH08*Ud0gRLkNQgs{61Q?Q!+!(yCRkPg

delta 421
zcmYjN%SyvQ6rD#>Lu|yQf{SWbaT6ctN<{Fnkh&5#0SOal+N7qLI5R;iDP8mnN<YA@
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z{_KSg?MB@+Ct27qo-E^6AeyG`=Qg;JOvr%5Nh%X|Z&HE`NS=~BIAii&@gm>_%cDZ@
zKD$#gC`e9;jCy5C8U2@ohn>S{_6#?->aMar0zfX>Kw`yszNZ`WGK~s4JFu#A*T`bI
kruxI*E(_!tO*=;ePRooPLlenWLk@Ic)4)MZWI+r40*wQ1D*ylh

diff --git a/q06_sub_total/build.py b/q06_sub_total/build.py
index c420838..8abbdb5 100644
--- a/q06_sub_total/build.py
+++ b/q06_sub_total/build.py
@@ -1,3 +1,4 @@
+# %load q06_sub_total/build.py
 import pandas as pd
 import numpy as np
 from sklearn.model_selection import train_test_split
@@ -10,7 +11,26 @@
 path2 = 'data/scraped.csv'
 
 def q06_sub_total(path1,path2):
-    "write your solution here"
+    import pandas as pd
+import numpy as np
+import sys
+import os
+#sys.path.append(os.path.join(os.path.dirname(os.curdir)))
+from greyatomlib.pandas_guided_project.q04_mapping.build import q04_mapping
 
+path1 = 'data/excel-comp-data.xlsx'
+path2 = 'data/scraped.csv'
+def q06_sub_total(path1,path2):
+    df1 = pd.read_excel(path1)
+    df1['total']=df1['Jan']+df1['Feb']+df1['Mar']
+    df1.loc[len(df1),:]=df1.sum()
+    df2 = pd.read_csv(path2)
+    abbr_dict = dict(zip(df2.iloc[:,[1,6]]['United States of America'],df2.iloc[:,[1,6]]['Unnamed: 6']))
+    #df1['abbr']=np.where(df1.iloc[4]) in abbr_dict,str(abbr_dict[df1.iloc[4]]),'nan')
+    df1.iloc[:,6]=df1['state'].map(abbr_dict)
+    df1.iloc[6,6] = 'MS'
+    df1.iloc[10,6] = 'TN'
+    df1.rename(index=str,columns={'Jan':'abbr'},inplace=True)
+    return df1.groupby(['abbr']).sum().iloc[:,:4]
 
 
diff --git a/q06_sub_total/tests/__pycache__/__init__.cpython-36.pyc b/q06_sub_total/tests/__pycache__/__init__.cpython-36.pyc
index 93ecd56b3c091f5989387358e77ebd2bb8ee90d7..53a1d2dcf2c39e21527987eb62d2829f7da02e93 100644
GIT binary patch
delta 55
zcmdnVxSEl}n3tF9=8VGVi5%w25&9YVxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3p@e-yAyB#

delta 69
zcmZ3@xRa5?n3tEUbpM{Hi5%vJY5JkXsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@b}0ZU#PrT_o{

diff --git a/q06_sub_total/tests/__pycache__/test.cpython-36.pyc b/q06_sub_total/tests/__pycache__/test.cpython-36.pyc
index 691280a23f33a47bb86c6a2aef8fba66bc436cb3..40d72d2a8e2f2ed6a91198f651fe276f5eedf40f 100644
GIT binary patch
delta 58
zcmbQh-Nemd%*)Glb4FqGMvjk+$|3q0`MIh3MWw|ViAfo{xv3c?iTdIBMcKs#iOH$@
N$@wX%o3)tIm;peK6bAqR

delta 72
zcmZqTp1{pv%*)HQ?ZBR>jT|2t4U_aki&Kk=^%IjaGK(`(vx`fUiV|}Z^D-0j^j%Vm
cvrF;|^z#c+^WqDN^0QKtONuwkFr_gA0J1k4e*gdg


From 7f4d74890af97595774c580d38afc8caf6a3b75e Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Fri, 17 Aug 2018 05:50:43 +0000
Subject: [PATCH 7/9] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 177 -> 163 bytes
 q07_symbols/__pycache__/build.cpython-36.pyc  | Bin 866 -> 1293 bytes
 q07_symbols/build.py                          |  18 +++++++++++++-----
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 169 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1411 -> 1397 bytes
 5 files changed, 13 insertions(+), 5 deletions(-)

diff --git a/q07_symbols/__pycache__/__init__.cpython-36.pyc b/q07_symbols/__pycache__/__init__.cpython-36.pyc
index 60b0cca0e5314ee04b43a312e722ec776bd47aea..4bad94832cd5705076b777e67bd938c948974f41 100644
GIT binary patch
delta 55
zcmdnUxR{Z{n3tF9=8VGVi5%w20s0yFxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3mgIZBNI>n

delta 69
zcmZ3?xRH^=n3tC;b=ID!i5%vJar&XfsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@bp0XZ)jQ2+n{

diff --git a/q07_symbols/__pycache__/build.cpython-36.pyc b/q07_symbols/__pycache__/build.cpython-36.pyc
index d28eaa97376de522868951cb3b126c6c53715554..23fcad6355418266079557468fdccce123d4db40 100644
GIT binary patch
literal 1293
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delta 578
zcmY*VL2DC16rP#gY}YhNYeDd!5~&~oNutsgL`0}Z&82u556f(4)@-`FGo6`5H%;gv
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diff --git a/q07_symbols/build.py b/q07_symbols/build.py
index b8cbb92..8b5cd38 100644
--- a/q07_symbols/build.py
+++ b/q07_symbols/build.py
@@ -1,18 +1,26 @@
+# %load q07_symbols/build.py
 import pandas as pd
 import numpy as np
 from sklearn.model_selection import train_test_split
 import sys
 import os
 sys.path.append(os.path.join(os.path.dirname(os.curdir)))
-from greyatomlib.pandas_guided_project.q06_sub_total.build import q06_sub_total
+#from greyatomlib.pandas_guided_project.q06_sub_total.build import q06_sub_total
 
 path1 = 'data/excel-comp-data.xlsx'
 path2 = 'data/scraped.csv'
 
 def q07_symbols(path1,path2):
-    "write your solution here"
+    df1 = pd.read_excel(path1)
+    df1['total']=df1['Jan']+df1['Feb']+df1['Mar']
+    df1.loc[len(df1),:]=df1.sum()
+    df2 = pd.read_csv(path2)
+    abbr_dict = dict(zip(df2.iloc[:,[1,6]]['United States of America'],df2.iloc[:,[1,6]]['Unnamed: 6']))
+    df1.iloc[:,6]=df1['state'].map(abbr_dict)
+    df1.iloc[6,6] = 'MS'
+    df1.iloc[10,6] = 'TN'
+    df1.rename(index=str,columns={'Jan':'abbr'},inplace=True)
+    return df1.groupby(['abbr']).sum().applymap(lambda x:'$'+str(int(x))).applymap(lambda x:x[:4]+','+x[4:])
+#q07_symbols(path1,path2)
 
 
-
-#print(q07_symbols(path1,path2))
-
diff --git a/q07_symbols/tests/__pycache__/__init__.cpython-36.pyc b/q07_symbols/tests/__pycache__/__init__.cpython-36.pyc
index f854b4a6bde19801b4c6c3a23a6caed8dcc7fd6e..c561d18619d70fff35ad4e9cdf2ee9a2e71fe5ae 100644
GIT binary patch
delta 55
zcmdnaxRQ~>n3tF9=8VGVi5%w2Vfq>QxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3)}(yl@n+H

delta 69
zcmZ3<xSf&1n3tDp^7B1W6FJNcQ}jcNQ;UlA6O%GBi!)NQi%XM=5_1#tG86OkT~dp)
ZOY#f!^9xe*;tPuMvr>~wiYF$y0{~hi8RP%}

diff --git a/q07_symbols/tests/__pycache__/test.cpython-36.pyc b/q07_symbols/tests/__pycache__/test.cpython-36.pyc
index 1a8a9c3d7050cc5a1b640e55a727c322ab8a9092..d2065565350a4fe8149b6f58ed0bb6cea14f2854 100644
GIT binary patch
delta 88
zcmZqX{>sH+%*)Glb4FqGMvnK4%0c=W`MIh3MWw|ViAfo{xv3c?iTdIBMcKs#iOH$@
s$@wX%i#3=S8KX99GS6XT6J}swC=#E1nkADXinSoIB*QRjvJI;{03e$i>;M1&

delta 102
zcmey$)y&Od%*)GFcl=<~MvnK4h6(zi#i>Qb`iV&ynZ+5Y*~O(vMTxnId6|iM`Yx%(
z*(Lb}`uPQ^dGQ5B`B|ySCB=)Sm>3yvZI))9!^kGWz`#%>F?labCdVz-g2a*x!&{T}
GSlt0%xFe7N


From 5e8a26d048dd78c1dde20fb5e9920d1bbd8513c0 Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Fri, 17 Aug 2018 06:26:53 +0000
Subject: [PATCH 8/9] Done

---
 .../__pycache__/build.cpython-36.pyc          | Bin 921 -> 921 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 1342 -> 1342 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 186 -> 172 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 1055 -> 630 bytes
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 192 -> 178 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 2221 -> 2207 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 183 -> 169 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 753 -> 1170 bytes
 q09_pie_chart_jan/build.py                    |  21 +++++++++++++-----
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 189 -> 175 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 879 -> 865 bytes
 11 files changed, 16 insertions(+), 5 deletions(-)

diff --git a/q05_replace_missing_values/__pycache__/build.cpython-36.pyc b/q05_replace_missing_values/__pycache__/build.cpython-36.pyc
index e1b40407b10bf55d5e4de18685ec87f492583f88..a66b5533a7edc04c72022644848e121f76ce232d 100644
GIT binary patch
delta 154
zcmbQqK9il*n3tC;dn4;<M#iYg7a7I1xfvK3ia3CTCf6;df|OfaMX8A?@u?NbsX4cp
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jyp+V^A|4?3)?^N5KY1~b4dNgIq@+j^m5`cT%B%taX^<#S

delta 154
zcmbQqK9il*n3tC;Wh3ipM#fu{FEWa2^Dr<l6mb9vO|Dx^1u0QnMX8A?@u?NbsX4cp
zi%WBFG3Vqb1BukUsL8@iCL&SHDQQMgoQX+EMe!+_$t5cpio_>JGtCr{1ew8oi>)9r
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diff --git a/q06_sub_total/__pycache__/build.cpython-36.pyc b/q06_sub_total/__pycache__/build.cpython-36.pyc
index ee1d2a593d09b2affb59bc109587bf7166dde79a..3ff14a41605c3e9a3762c48639d5e69fe202b328 100644
GIT binary patch
delta 148
zcmdnTwU3L{n3tE!XCtc~Gv6&H-{4zJA$~8p7#J9CO?G6KV7xUsidn`{6v!_U1QMFO
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delta 148
zcmdnTwU3L{n3tE!c_XVHGhY;wZ*UY-h~G;t1_p+x$&Sntj8T)Lm}MM=f&3ytAfd@y
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diff --git a/q08_append_subtotals/__pycache__/__init__.cpython-36.pyc b/q08_append_subtotals/__pycache__/__init__.cpython-36.pyc
index df1c3a25dc9d1d7d1993fbeeddeb2d69af4df5ca..0213c8fdde5224ed2eabc6862d73277d9e85b3e1 100644
GIT binary patch
delta 55
zcmdnRxQ3C#n3tF9=8VGVi5%w2k@^|=xvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3%mgTP7`zh

delta 69
zcmZ3(xQmg)n3tC;XV#vmi5%vJ>H49?sYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@df06};ed;kCd

diff --git a/q08_append_subtotals/__pycache__/build.cpython-36.pyc b/q08_append_subtotals/__pycache__/build.cpython-36.pyc
index d03d4af14ac147d09523754dc73016ed3fde84ea..dfef79792db2fed5a8787f2530b3a6478bc04cf5 100644
GIT binary patch
delta 222
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literal 1055
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diff --git a/q08_append_subtotals/tests/__pycache__/__init__.cpython-36.pyc b/q08_append_subtotals/tests/__pycache__/__init__.cpython-36.pyc
index 21f4cd0cdb2d982e41dd3fb8f998360de650cdd0..89aedcc66ec11afb4fc182e4bb538fea1c149030 100644
GIT binary patch
delta 55
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delta 69
zcmdnQcz}_^n3tF9__2dg6FJNcbM-@uQ;UlA6O%GBi!)NQi%XM=5_1#tG86OkT~dp)
ZOY#f!^9xe*;tPuMvr>~wiYF!o003ry8Xy1w

diff --git a/q08_append_subtotals/tests/__pycache__/tests.cpython-36.pyc b/q08_append_subtotals/tests/__pycache__/tests.cpython-36.pyc
index da1ab93cde97498d1677c07a0db5dd9f0d819fda..9e0d3ca42a66357b6e09576b61dbefee882a101c 100644
GIT binary patch
delta 58
zcmZ20IA4&%n3tF9=8VGVjT{0@$}##G`MIh3MWw|ViAfo{xv3c?iTdIBMcKs#iOH$@
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delta 72
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diff --git a/q09_pie_chart_jan/__pycache__/__init__.cpython-36.pyc b/q09_pie_chart_jan/__pycache__/__init__.cpython-36.pyc
index a0e3adda2425ca253c8c38291615762befb69f09..d5b0dbcae07236944703c822f33f8e7152c0ff56 100644
GIT binary patch
delta 55
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K`6;Or3)}(yl@n+H

delta 69
zcmZ3<xSf&1n3tEUY}THri5%vJDf*$ssYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
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diff --git a/q09_pie_chart_jan/__pycache__/build.cpython-36.pyc b/q09_pie_chart_jan/__pycache__/build.cpython-36.pyc
index 25a6c0356fc0f0896f62b4a295440822c58e183c..0664c022ced0d8e8bda9645e492d982413e450c3 100644
GIT binary patch
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delta 494
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diff --git a/q09_pie_chart_jan/build.py b/q09_pie_chart_jan/build.py
index 6483bc6..c4e76d0 100644
--- a/q09_pie_chart_jan/build.py
+++ b/q09_pie_chart_jan/build.py
@@ -1,15 +1,26 @@
+# %load q09_pie_chart_jan/build.py
 import pandas as pd
 import numpy as np
 from sklearn.model_selection import train_test_split
 import sys,os
 sys.path.append(os.path.join(os.path.dirname(os.curdir)))
-from greyatomlib.pandas_guided_project.q06_sub_total.build import q06_sub_total
+#from greyatomlib.pandas_guided_project.q06_sub_total.build import q06_sub_total
 import matplotlib.pyplot as plt
 plt.switch_backend('agg')
-
+path1='data/excel-comp-data.xlsx'
+path2='data/scraped.csv'
 def q09_pie_chart_jan(path1,path2):
-
-    "write your solution here"
-
+    df1 = pd.read_excel(path1)
+    df1['total']=df1['Jan']+df1['Feb']+df1['Mar']
+    df1.loc[len(df1),:]=df1.sum()
+    df2 = pd.read_csv(path2)
+    abbr_dict = dict(zip(df2.iloc[:,[1,6]]['United States of America'],df2.iloc[:,[1,6]]['Unnamed: 6']))
+    dftemp=df1['state'].map(abbr_dict)
+    df1.insert(loc=6,column='abbr',value=dftemp)
+    df1.iloc[6,6] = 'MS'
+    df1.iloc[10,6] = 'TN'
+    df3 = df1.groupby(['abbr']).sum()
+    return df3.plot.pie(y='Jan',figsize=(7,7))
+q09_pie_chart_jan(path1,path2)
 
 
diff --git a/q09_pie_chart_jan/tests/__pycache__/__init__.cpython-36.pyc b/q09_pie_chart_jan/tests/__pycache__/__init__.cpython-36.pyc
index 07ab367531a6fdaa780eea10839494e8e5aa4ac4..77ffec90d8c29832ee7603416c421804b6df8620 100644
GIT binary patch
delta 55
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delta 69
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diff --git a/q09_pie_chart_jan/tests/__pycache__/tests.cpython-36.pyc b/q09_pie_chart_jan/tests/__pycache__/tests.cpython-36.pyc
index b3b93c26ee858c217a2f3323e231c646bd75d1f9..52a34bec71971f6913b8247fa2c1bea894e41303 100644
GIT binary patch
delta 58
zcmaFQ_K=Okn3tF9=8VGVjT}!Il_T{t@^e%5i%N?#5|c7?b5k=)67|FLi?WLg5|dN)
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delta 72
zcmaFJ_MVNyn3tF9<k^E!8#$gb8m8-q7N-^!>nA2<WEN+nW*3(x6(!~-=4B@4>AR#B
cXP4v`=;s%t=EWBj<!7ZPmlSUnU<zae0P8m!E&u=k


From 7de1adc7221d012c3f45f2dc942737ff07b89eb3 Mon Sep 17 00:00:00 2001
From: rushabh-mehta <rushabh123@gmail.com>
Date: Fri, 17 Aug 2018 06:30:08 +0000
Subject: [PATCH 9/9] Done

---
 q10_total/__pycache__/__init__.cpython-36.pyc | Bin 175 -> 161 bytes
 q10_total/__pycache__/build.cpython-36.pyc    | Bin 784 -> 1180 bytes
 q10_total/build.py                            |  20 +++++++++++++++---
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 181 -> 167 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 863 -> 849 bytes
 5 files changed, 17 insertions(+), 3 deletions(-)

diff --git a/q10_total/__pycache__/__init__.cpython-36.pyc b/q10_total/__pycache__/__init__.cpython-36.pyc
index 060775de08258a31cdf7be589f7a386a597fa270..7417e9b1177c5485f94d6fe340711507060701a0 100644
GIT binary patch
delta 55
zcmZ3_xR8;<n3tF9=8VGVi5%w2e)<{txvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3+w^-{S!z4

delta 69
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YCHV#V`30$Y@dZWsS*gh-#S@e40Y7mWY5)KL

diff --git a/q10_total/__pycache__/build.cpython-36.pyc b/q10_total/__pycache__/build.cpython-36.pyc
index 3ab214f74de64857a2d0b8de15db9b52164cd134..a26fc9fed6ba6d146c093783dc30966de24d835f 100644
GIT binary patch
literal 1180
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delta 517
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diff --git a/q10_total/build.py b/q10_total/build.py
index 11f03c5..ca43a6b 100644
--- a/q10_total/build.py
+++ b/q10_total/build.py
@@ -1,14 +1,28 @@
+# %load q10_total/build.py
 import pandas as pd
 import numpy as np
 from sklearn.model_selection import train_test_split
 import sys,os
 sys.path.append(os.path.join(os.path.dirname(os.curdir)))
-from greyatomlib.pandas_guided_project.q06_sub_total.build import q06_sub_total
+#from greyatomlib.pandas_guided_project.q06_sub_total.build import q06_sub_total
 import matplotlib.pyplot as plt
 plt.switch_backend('agg')
-
+path1='data/excel-comp-data.xlsx'
+path2='data/scraped.csv'
 def q10_total(path1,path2):
 
-    "write your solution here"
+    'write your solution here'
+    df1 = pd.read_excel(path1)
+    df1['total']=df1['Jan']+df1['Feb']+df1['Mar']
+    df1.loc[len(df1),:]=df1.sum()
+    df2 = pd.read_csv(path2)
+    abbr_dict = dict(zip(df2.iloc[:,[1,6]]['United States of America'],df2.iloc[:,[1,6]]['Unnamed: 6']))
+    dftemp=df1['state'].map(abbr_dict)
+    df1.insert(loc=6,column='abbr',value=dftemp)
+    df1.iloc[6,6] = 'MS'
+    df1.iloc[10,6] = 'TN'
+    df3 = df1.groupby(['abbr']).sum()
+    return df3.plot.pie(y='Jan',figsize=(8,8))
+q10_total(path1,path2)
 
 
diff --git a/q10_total/tests/__pycache__/__init__.cpython-36.pyc b/q10_total/tests/__pycache__/__init__.cpython-36.pyc
index e3f7237e5af25cc71b2bf6881012f78f1f26a4a1..535ada981e2e8ab99658b97422a9ea25b4ff4a87 100644
GIT binary patch
delta 55
zcmdnWxSWy0n3tF9=8VGVi5%w2A^I8lxvBa^rNtSENg2AisTn1S`r-LS*~JBk$*KCu
K`6;Or3tR#GZxdhu

delta 69
zcmZ3^xRsH^n3tC;^W4Fxi5%vJN&2D1sYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
YCHV#V`30$Y@dZWsS*gh-#S@cU0ZK6$o&W#<

diff --git a/q10_total/tests/__pycache__/tests.cpython-36.pyc b/q10_total/tests/__pycache__/tests.cpython-36.pyc
index 4d3b233fa7e28c64d8f5772db7f633024e5e2c87..c4f4fc94b26161368362b530a3221605132efb75 100644
GIT binary patch
delta 58
zcmcc5c9D(4n3tF9=8VGVjU0Cwl>_xN@^e%5i%N?#5|c7?b5k=)67|FLi?WLg5|dN)
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delta 72
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