From 9cccb745756b3b7da7847dcdd078b130a674e67a Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Thu, 17 May 2018 14:18:28 +0000
Subject: [PATCH 01/10] Done

---
 __pycache__/__init__.cpython-36.pyc           | Bin 165 -> 150 bytes
 .../__pycache__/__init__.cpython-36.pyc       | Bin 179 -> 164 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 568 -> 449 bytes
 q01_load_data/build.py                        |   7 +++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 185 -> 170 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 1577 -> 1562 bytes
 6 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc
index b4b72099455159189764a0ad76aa1fabbc62e96a..722c1ea147d2745480b361f6b041f921bb117d07 100644
GIT binary patch
delta 53
zcmZ3=IE|6rn3tDJp!e@Yb_*qE{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJVA0I5$A7ytkO

delta 68
zcmbQnxRjCIn3tD}Z`PiP>=uSW`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BA7V1Y8(x

diff --git a/q01_load_data/__pycache__/__init__.cpython-36.pyc b/q01_load_data/__pycache__/__init__.cpython-36.pyc
index 92b3ac2d3dd2682028775eba5dae0f9658f2aebd..05e14407a7db2b5441e337d5a6f64ad1b67c30d7 100644
GIT binary patch
delta 53
zcmdnYxP+12n3tDJp!e@Yb_=CI{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJVo0I?GhPyhe`

delta 68
zcmZ3&xS5gNn3tDJb=IDV>=uRz`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BC^Q6XO`X

diff --git a/q01_load_data/__pycache__/build.cpython-36.pyc b/q01_load_data/__pycache__/build.cpython-36.pyc
index e27baf631ae2be11ac2de9e6f21754e2497753d8..2a3e9ae2823280fd1ea68e41f5b62a51c0b71467 100644
GIT binary patch
literal 449
zcmY*V%}T>S5Z<4pmS8-1(SR?|LmR7jE20P<g!UpR<Px@-)i!RsakIr%>Z#s+4qs`n
zo_qyCaJGu*!1vA1x6I7WVH`)Dm(R=*Lf#O+#xOcT)VoMPfGUzvU>O4r!86G?&`Z(^
z-%%xl#{`5Gshk&5wF^C|+CJ~hRXs1Le}U#3a>N;;?jc!H(j{5ZC%U9S6H>C0uZWL(
zo>}6VCuGO_;Kzqv!@-S#3u`N^bo@e09Y2>t$NR##&}u7GD{!oWEHY9+zFy1m+M=rT
zgETGXf=bwtV{r3I%qA}LF-S*xBGXeC+lA;~bq~5n>9sa@btMX!78+z)i7ALWznzUi
zLS7kN%EG4i``uh=9J4;ba5h%ZsTMB&R}cKBn@EI4berx`vxPBk+4yd1HZV1jCoim5
X`a?0+T(dXPFjMl_U$pien=GJTMviXt

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..5c74bb5 100644
--- a/q01_load_data/build.py
+++ b/q01_load_data/build.py
@@ -1,5 +1,8 @@
 import pandas as pd
 
-
+path = 'data/excel-comp-data.xlsx'
 def q01_load_data(path):
-    "write your solution here"
+    df = pd.read_excel(path)
+    df['state'] = df['state'].str.lower()
+    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..5776d563efbdaeb5db2463170be0bee1c3b1f0f9 100644
GIT binary patch
delta 53
zcmdnVxQdb8n3tDJp!e@Yb_=C&{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJV20JLWjXaE2J

delta 68
zcmZ3*xRa6Hn3tD}ZT6mt>=uS;`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96B9iF5n33w

diff --git a/q01_load_data/tests/__pycache__/tests.cpython-36.pyc b/q01_load_data/tests/__pycache__/tests.cpython-36.pyc
index 76e04c8a5e2c476c2fba795d8bae25fd09cc88ed..6c7fcbda32c0489f5ebd75eaad5cbfe4e71af2fe 100644
GIT binary patch
delta 56
zcmZ3<GmD4an3tDJp!e@a_TP+3A^I8lxvBb&DVZgeiN0ZmMuw*P;rT_`#RZAUsrt$J
MDXE){nZ7Xt0RJlz)&Kwi

delta 71
zcmbQmvyzA1n3tF9-|Rgb*?%({ChLb5rxq3KCnjZN7H6bp7ndd#CFUmPWhUn7yQCIp
bm*f}d=NF{r#TOLiXQd{W6mM2x`o;_ZvnCrH


From 9ad0527e758c64b01e230fc6a91269bfffaa64b9 Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Thu, 17 May 2018 14:50:11 +0000
Subject: [PATCH 02/10] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 180 -> 165 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 626 -> 742 bytes
 q02_append_row/build.py                       |  23 +++++++++++-------
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 186 -> 171 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 1355 -> 1340 bytes
 5 files changed, 14 insertions(+), 9 deletions(-)

diff --git a/q02_append_row/__pycache__/__init__.cpython-36.pyc b/q02_append_row/__pycache__/__init__.cpython-36.pyc
index de0cf6163be25541da218f6f8a0c4d005729c09c..2385e2d4a5edb7bb69432e5b6611da35c963ab20 100644
GIT binary patch
delta 53
zcmdnOxRjCIn3tDJp!e@Yb_=B-{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJTy0I{JFQ~&?~

delta 68
zcmZ3=xP_73n3tE!c-EeY>=uTJ`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BAtk7uXoi

diff --git a/q02_append_row/__pycache__/build.cpython-36.pyc b/q02_append_row/__pycache__/build.cpython-36.pyc
index 508826776138177582df97d666bb284c1e1484b0..c5cee8f8c95d5db295254af3a00cfb3e3e7bd55a 100644
GIT binary patch
literal 742
zcmY*XO>fjN5cSwj_JiG0L=WtR`yRUKw(6}yAW#oTEfOG*a*5oGyG=;q)X9onw0kNC
zIP}VqJAcVnPW%NVBqr$!T3dcI&oiF!b8;{o_P>Ao6Mp54{baX>B>yR`>NNo}gp7sI
zS|0M&icn~t%GA?>&~LFr*u8>gLUW2|y}Tdx$rqtSiQZ=x-a~l9#{Ms=%TCAOhL?NO
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zdgx!nn%6uPD^3}$_df?a6s1Ti5k_n!5RO>Oc+2>PiI#~Cqso*ii9za-*Tvp7U(1yw
zRsB;ZUaG>0V}0htiL%bCO|3H9Tzw3oREwk{&7Ig}^Sr3u(%vAM6~^i)DNrxQzNIh0
zoT%ox<0ZP@3zC0qRj!@LOzeDBmb$>P=VYns3&-(16nH*uV84NbAI#pT62D&s7be%i
zGfe8GI(awUpB@J9jr~xSD%L@4PzR+dP*u@vo}k94v?kSY9bE41M>ky}Yd!{N^CZJb
zxpZ51108Bo?GP~N!XxOz4s89K_5tmW2hP7~VS7YL)UtBiRCY+r4w@~Qnxt?YOl;9e
v^y9fDKYV!SpO~~)XdkAn+v>Xo+fAkJQEqUa=_k!oSABvmY{O$d011BqluNpd

delta 421
zcmYjLze~eF7`^Y3w4qpkfGxUpaOq%E5jTfIodu~5W-wfP*EVUIt9J>dlF*^9owE2Z
zxQYLP|Ad39Ah<dTf?o@Q-|@ZoZg}5&AJ&&SKQ5O`*RL<`GZ6Al{tZRl!qrU#PB?_b
zg*8)`uGw%6WEz@d%e8=TgPZrnEpX_Ny7h@Ja$bkG@@@0T3nk+oXEEzx%z7+D+%9RO
z(5DD7Ny!2-NPz>Vt7`*up9HWV8I5URq?B7r2+Yh#A+S<|7kF_=Gcz?Y&%WE6DnAyr
znM_no%P@(38P$eDiTnbpHWo2g`S~0UDO~1HQ0WwPGWL|5V&%Sv+O?7Ue#F8@qPDQn
z_l<L<h0+e|4t+foBb{^=8?(q~k#i>WD3%jPPDJEQlng{K*7*;#D<!lNYQrvU;!`{L
ts~2;RRu9~hff6$o%W>#;8xt0BroBPpbHV>kH1Y@9DizRU!#3S8egS<XYZCwf

diff --git a/q02_append_row/build.py b/q02_append_row/build.py
index af3701d..e1163c6 100644
--- a/q02_append_row/build.py
+++ b/q02_append_row/build.py
@@ -1,12 +1,17 @@
 import pandas as pd
 import sys, os
-#sys.path.append(os.path.join(os.path.dirname(os.curdir)))
-from greyatomlib.pandas_guided_project.q01_load_data.build import q01_load_data
-
-
+sys.path.append(os.path.join(os.path.dirname(os.curdir)))
+#from greyatomlib.pandas_guided_project.q01_load_data.build import q01_load_data
+from q01_load_data.build import q01_load_data
+path = 'data/excel-comp-data.xlsx'
 def q02_append_row(path):
-    "write your solution here"
-
-
-
-
+    df = q01_load_data(path)
+    df1 = df[['Jan', 'Feb', 'Mar', 'total']].sum(axis=0)
+    df1 = pd.DataFrame(df1)
+    df2 = pd.DataFrame(columns=['Jan', 'Feb', 'Mar', 'total'])
+    df2['Jan'] = df1.loc['Jan']
+    df2['Feb'] = df1.loc['Feb']
+    df2['Mar'] = df1.loc['Mar']
+    df2['total'] = df1.loc['total']
+    df3 = df.append(df2, ignore_index=True)
+    return df3
diff --git a/q02_append_row/tests/__pycache__/__init__.cpython-36.pyc b/q02_append_row/tests/__pycache__/__init__.cpython-36.pyc
index dab3ecac755f4882f0d0d63dd70ab57f6fb428f8..a7008853060e94a9db9ea49c67fd2b8b18a36cd8 100644
GIT binary patch
delta 53
zcmdnRxSEmOn3tDJp!e@Yb_=Bl{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJUN0JQZHYybcN

delta 68
zcmZ3@xQmh9n3tEUXwIIA>=uUU`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BE4vD>E4<

diff --git a/q02_append_row/tests/__pycache__/tests.cpython-36.pyc b/q02_append_row/tests/__pycache__/tests.cpython-36.pyc
index 742ee79571b722fe1fcab2f42f1dbcae23a14bd1..da356de0a5c7165f43e20f8d336ec58a32bc9c30 100644
GIT binary patch
delta 56
zcmX@jwTFw{n3tDJp!e@a_H&F%q52v5xvBb&DVZgeiN0ZmMuw*P;rT_`#RZAUsrt$J
LDXE*;m|U3w1FaGa

delta 71
zcmdnPb()Lan3tDJY{8z5?B^H_Q}jcNQ;UlA6O%GBi!)NQi%XM=5_1#tG86OkT~dp)
bOY#f!^9xe*;tPuMvr>~wiZ_2}bY%trg~J+d


From 22edc63744b14218e9fa8fd80c5476a36733d877 Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 06:13:36 +0000
Subject: [PATCH 03/10] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 182 -> 167 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 888 -> 1278 bytes
 q03_scrape_clean/build.py                     |  24 ++++++++++++++++--
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 188 -> 173 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 1396 -> 1381 bytes
 5 files changed, 22 insertions(+), 2 deletions(-)

diff --git a/q03_scrape_clean/__pycache__/__init__.cpython-36.pyc b/q03_scrape_clean/__pycache__/__init__.cpython-36.pyc
index e99e1734469b0d74feccbb92229a5c70c95d8904..ed769bceebfd58312031367e687be7b403300592 100644
GIT binary patch
delta 53
zcmdnSxSWyQn3tDJp!e@Yb_=Bt{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJUd0J6OiTmS$7

delta 68
zcmZ3^xQ&tBn3tE!a@L-S>=uT}`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BFG48n77L

diff --git a/q03_scrape_clean/__pycache__/build.cpython-36.pyc b/q03_scrape_clean/__pycache__/build.cpython-36.pyc
index cdec2c4c90379271521fc76a792f2606530a2690..4ae21e3ac1facf4ebdee9b2bd2afa8dcedfaa4ba 100644
GIT binary patch
literal 1278
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zaj0!|p){|Qyg?&OL9^5zT}cVrDXP5GJ;){H40E`V7@K9xLEnKr`r1EQSFl-$M^uW6
NuGwe1Xn&78>_3IkF{1zg

literal 888
zcmZWn&2H2%5Vn(SHccto6KW-dB5svX1L}2Ef#AfUm#UY&EZ)qtn>2}C+W~g9J#FE}
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za!oa=#FENY0P&a+M+)@C$s?WVa`%HSEoKYZ>CDKwv!!gaIcn5i`^`4N@jiFMg7%u$
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..9655b84 100644
--- a/q03_scrape_clean/build.py
+++ b/q03_scrape_clean/build.py
@@ -3,7 +3,27 @@
 import requests
 sys.path.append(os.path.join(os.path.dirname(os.curdir)))
 
-
+path = 'https://en.wikipedia.org/wiki/List_of_U.S._state_abbreviations'
 def q03_scrape_clean(url):
-    "write your solution here"
+    page = requests.get(url)
+    df = pd.read_html(page.text)
+    df1 = df[0].iloc[11:,0]
+    df2 = df[0].iloc[11:,1]
+    df3 = df[0].iloc[11:,2]
+    df4 = df[0].iloc[11:,3]
 
+    df5 = df[0].iloc[11:,4]
+    df6 = df[0].iloc[11:,5]
+    df7 = df[0].iloc[11:,6]
+    df8 = df[0].iloc[11:,7]
+    df9 = df[0].iloc[11:,8]
+    df10 = df[0].iloc[11:,9]
+    ans = pd.concat([df1,df2,df3,df4,df5,df6,df7,df8,df9,df10], axis=1)
+    ans.rename(mapper={0:'Name', 1:'Status', 2:'ISO', 3:'ANSI0', 4:'ANSI1', 5:'USPS', 6:'USCG', 7:'GPO', 8:'AP', 9:'Other Abbrevations'}, inplace=True, axis=1)
+    ans.drop(ans.index[0], axis=0, inplace=True)
+    ans['ex1'] = 0
+    ans['ex2'] = 0
+    ans['ex3'] = 0
+    ans['ex4'] = 0
+    ans['ex5'] = 0
+    return ans
diff --git a/q03_scrape_clean/tests/__pycache__/__init__.cpython-36.pyc b/q03_scrape_clean/tests/__pycache__/__init__.cpython-36.pyc
index bee36fb3d7bd79ff797a0f6b391b7a8a93cf3fac..8c645ac76f5d507807b1bf05cc41ac74aca58bf6 100644
GIT binary patch
delta 53
zcmdnPxR#OKn3tDJp!e@Yb_=B_{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJT?0JaekbN~PV

delta 68
zcmZ3>xQCJ5n3tF9*up&%*)0q+^+StOi;DFVlQJ@kGg7mQOOuKca})D26Z7<4Qj4=o
Y@(c9y3sUpq3ySiyQj<%HCnov;06`}ihyVZp

diff --git a/q03_scrape_clean/tests/__pycache__/tests.cpython-36.pyc b/q03_scrape_clean/tests/__pycache__/tests.cpython-36.pyc
index 8529c871c1d09e03d187c6dc0d0810c3df16d3e3..fbe214ba21f6d7b0494004264cdd6830f2580ef0 100644
GIT binary patch
delta 56
zcmeyu^^}X<n3tDJp!e@a_OFae;rbc*xvBb&DVZgeiN0ZmMuw*P;rT_`#RZAUsrt$J
LDXE)vncSHH9G?=f

delta 71
zcmaFL^@WSwn3tC;bkUxT>|YrT)AU1&Q;UlA6O%GBi!)NQi%XM=5_1#tG86OkT~dp)
bOY#f!^9xe*;tPuMvr>~wiZ{zKxibR*v8ftV


From dde2723415c59b0ebfc359c25f4b67d6051d878e Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 06:43:17 +0000
Subject: [PATCH 04/10] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 177 -> 162 bytes
 q04_mapping/__pycache__/build.cpython-36.pyc  | Bin 877 -> 936 bytes
 q04_mapping/build.py                          |  23 +++++++++++++++---
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 168 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1685 -> 1670 bytes
 5 files changed, 19 insertions(+), 4 deletions(-)

diff --git a/q04_mapping/__pycache__/__init__.cpython-36.pyc b/q04_mapping/__pycache__/__init__.cpython-36.pyc
index ee0618f2c89597e870d478c12dab4aec6d95e7c7..a43578ecd9f4ca3d7dc9ef8e6cbe4e230b65b1d5 100644
GIT binary patch
delta 53
zcmdnUxQLP6n3tDJp!e@Yb_*qc{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJU-0I&BENB{r;

delta 68
zcmZ3)xRH_Fn3tE!W7eLD>=uS``k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96B8W)8h#kp

diff --git a/q04_mapping/__pycache__/build.cpython-36.pyc b/q04_mapping/__pycache__/build.cpython-36.pyc
index 8283165768b4bf279030f79c34448f8435bb4125..d60ccd7e952e4a687bb9774cf5d1bd3d7f8998bf 100644
GIT binary patch
literal 936
zcmZuv%We}f6tz8`N77doP#OtUT@ndqngF{BQ9!Jqo2pbA1d%g#+L_L)_Jk(UL_!LD
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zANCe*O>4J{YNxi1Oxz_pLf0?O(KKwlfr7u@ufdxnUhTr@=qnjR1#X+zq_sp>jw~U|
zf9}C!ZS}?ka+l}L_c{ls++Amao?!;?wag^71q8NELdr%XId{(dQ{V5;_s;UT68zw_
zVwF$_#rWVj6EcpN#K4EPm9ejkzA{X$e#7durD0H$ywq0Ca!pDedQvbx1a`G8S$-iP
z^b!cyc3RvBscD=Rk)~H-rh1;XOIBU>*J1##W860|(1eXN%~>Wi<{HP}kh}|pe!U4U
zi%bN^Jg#Q!?YsV<|1>x+<drH}B!Z~mA}CqTnHpY9VlMcwltm(<D!4v;GR)wW#Q8-q
zn#3vh%bDJ|Wo<!vbsqp>54T}^uqocfdt?{y;|GA7Sl)yCUPn9YBGLqDOU;xfg$nI_
zl9e;*8Y4AxX=nW|HBE{**DjA`Gm;ZcB<SItf1j@3G}bUGcOZ%E7%(N9;cvmNDd8Pu
X1)rqinfWJb8^FUIXnG$SrI?aGa0l?T

literal 877
zcmZuv&2H2%5VoD)Zd+6#4n=^p*S%~?L5Rbu0>PQfs+VwxoY?IqP3+WmXj7%9?Ykfz
z1Mv<VeC5<v;KVpfrA5NlH!~j3*x!u(YJY$7<LCGED?#WN+8VG%?*RHO2!<H0QHn=R
zQZi~U^+xTd0ccW(O_W9$F^~CoD2*9jqFHbc+33>@+eep2#~E!~E?B1IRpHKeBLMh-
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z^@?BUE?2anqNF1E$n}MhZ6cvxS*v8l3!{^k3PyEy-j$5A2X}IL^g3&xv!yss@~*7e
zyzOngsA-ckdNOf*0O;n$R^WV5%YxSW1dL6bC8x{#5aO&)^IX|LyHaO+$~}}NEwi!W
zlx2nfVneD;-*W3|1A%aL-P;|_O;!rVuWe*x#>&FjuoO_Cu|%}i6I56ac+LVFwA8F#
zZq%`j*;#g03R<U;E);D!v(evr#zt+#NNsnk1n1BPAP|Z11V6`*VIBa~Gw{uJY`AHc
z+Jhxf?X@LR+dy<p+p8zwOy8U<-cuu+y3FVQZSMTvUppWBJGNxJWs9GCQZ<r{7mZ|H
R%}?BS7{5XcykfG4{{UWx?i~OC

diff --git a/q04_mapping/build.py b/q04_mapping/build.py
index 914cfa8..ffa1d6f 100644
--- a/q04_mapping/build.py
+++ b/q04_mapping/build.py
@@ -1,10 +1,25 @@
 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"
+sys.path.append(os.path.join(os.path.dirname(os.curdir)))
+from q02_append_row.build import q02_append_row
+path1 = 'data/excel-comp-data.xlsx'
+path2 = 'data/scraped.csv'
 
+def q04_mapping(path1,path2):
+    df1 = q02_append_row(path1)
+    df1['abbr'] = np.nan
+    df2 = pd.read_csv(path2)
+    ab = df2['U.S..1']
+    name = df2['United States of America']
+    d = {}
+    for i in range(0,ab.shape[0]):
+        d[name[i].lower()] = ab[i]
 
+    for i in range(0,df1.shape[0]):
+        if df1.iloc[i,:]['state'] in d.keys():
+            df1.iloc[i,-1] = d[df1.iloc[i,:]['state']]
 
+    df2 = df1.iloc[:,0:6]
+    df2['abbr'] = df1['abbr']
+    return df2
diff --git a/q04_mapping/tests/__pycache__/__init__.cpython-36.pyc b/q04_mapping/tests/__pycache__/__init__.cpython-36.pyc
index eef3d6b1231b64feb39c7d081ba06fa45658052b..dfca90b256c12e1ec2d64ec91001e68144320ac8 100644
GIT binary patch
delta 53
zcmdnaxPp=0n3tDJp!e@Yb_=CY{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJV|0JBRGU;qFB

delta 68
zcmZ3%xSf&Rn3tF9@$Nkn*)0rH^h1kNi;DFVlQJ@kGg7mQOOuKca})D26Z7<4Qj4=o
Y@(c9y3sUpq3ySiyQj<%HCnmZB07?@Xs{jB1

diff --git a/q04_mapping/tests/__pycache__/test.cpython-36.pyc b/q04_mapping/tests/__pycache__/test.cpython-36.pyc
index 7f7c96e914a8d9dd0deb7c46cab1b7ff9ad3e05a..141d02a26635f35c4276fcae62b65e80f909eeef 100644
GIT binary patch
delta 56
zcmbQr+s4ao%*)Fq(EE2I`wK>;K>dvT+*EzXl+2RKMBgw&BSTaD@cg3e;)2BFRQ=@q
Ll+?`%Or<OU@*ffh

delta 71
zcmZqUoyyB@%*)H=vv<!%_7{wX3HqVMsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
aCHV#V`30$Y@dZWsS*gh-#hV40N?8DZlo`DM


From e8f1d4465288f42f3c62b0b076e81300f3bae73b Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 06:49:14 +0000
Subject: [PATCH 05/10] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 192 -> 177 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 808 -> 653 bytes
 q05_replace_missing_values/build.py           |  10 +++++++---
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 198 -> 183 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 1741 -> 1726 bytes
 5 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/q05_replace_missing_values/__pycache__/__init__.cpython-36.pyc b/q05_replace_missing_values/__pycache__/__init__.cpython-36.pyc
index f50c1d5e3fce9c03c9a40722e1899cfd21d8ee70..7c77881eae8718b38b44d03c4d3f66b9cffe03f5 100644
GIT binary patch
delta 53
zcmX@WxRH_Fn3tDJp!e@Yb_=CA{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJTF0JupJga7~l

delta 68
zcmdnUcz}`Jn3tE!f7YIf>=uT(`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96B7dfClDDL

diff --git a/q05_replace_missing_values/__pycache__/build.cpython-36.pyc b/q05_replace_missing_values/__pycache__/build.cpython-36.pyc
index 6a32964667ab0d808d5677d1ae67893cfb4e2b10..b5a89b108832f444ce384dbcabd2a00f07423dff 100644
GIT binary patch
delta 447
zcmYk3K}*9h7>1Ly&AP7DdD_i`I~9boi5D57h{p|NqR@d*o5<R&ZD_Z{pyFX(J&c|F
z2l{9H0lA8Y{RK~c=@6EWJbC%@=1m|U^v!6WIF9u*A)|MU&^Ou{I_L|S#lx!IKI3{!
z;~F=BX2m+tT4GfgF~rEUk=VWsTJs&I`+Lk_^cDI0tH+xc4RTc8mC8E;%utC+yd=+r
z;gZCd89g{yDcVCN86vkfkfcA{P;g6fJJ?ttT#~Dp3ZT{Azb4A3N7F2HHED=oHtuYf
zt|Z6o=@aD*aQu$Eah7oJl0~yc(7)?+JEz`#mQM;1gxm`=#@8(}@=fp}Y*m#zpxvgV
zB1l<KNFtbTr1L~9BuRzTiUsttLh9;LNdqBx%A_7=Q7UUJ%F`g>l7{mfw12SvBCTr`
kpVt*scJ;Cy*wB+^FUi<^%Fp3nP|*aKcw2|qCOX#fAH&pT(EtDd

literal 808
zcmZ`%y^_-~5SC;+PMix|#gMDgx;Xpbpko+jpyir78Z{op(k05-vQDy(BoiuVc?2GS
z$KWZLQA?GMnu@h^KPf=#-Osz9N8j#_Pe-HZ+s_~LH$mtZ+B=Y=H{iAn9C2JAiaR9K
z>(HluhXD-$Nzp4q8e+sf+UGtU@PPNeAR2Lej^c0&x1h5ayW#c8i>zc?OEp`MIjdPJ
zmboa7^QzRxZJsO(yIdc3l+6v(f+xAX$=i<F6Wsb+K&v3sXoEKRGx<a|U>uL3n=3L#
z3tW?h$30-Yd&b{m0$}_NSzvIV_r_@B@sRhwdKleT2T=7NsxV8me)`eKT1-||V<xsL
znp#$BG8aa;z}Bo5G%BUF?W3h5@6Tz!7D`wvgd-Pc+aC0M5n~!kr3;peZ3KllFztXY
zG@>gyqO|iAQ_hz~mB)b#G^^*&cJLf_e3@NJ#R@utw+B5sg!E4CJ2H>p(m#vzgB8Z6
zY&w^AF0O1dHLPSxGL^m)_NuOQT4|v&ZK{RHYny7OIJ4QTkzDY*a(aF8GP~_>C#h!H
z4J#U9(`h3Mp6Hc3`u|7mob~_$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..e0c04d0 100644
--- a/q05_replace_missing_values/build.py
+++ b/q05_replace_missing_values/build.py
@@ -2,12 +2,16 @@
 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
+sys.path.append(os.path.join(os.path.dirname(os.curdir)))
+from q04_mapping.build import q04_mapping
 
 path1 = 'data/excel-comp-data.xlsx'
 path2 = 'data/scraped.csv'
 def q05_replace_missing_values(path1,path2):
+    df = q04_mapping(path1,path2)
+    df.iloc[6,6] = 'MS'
+    df.iloc[10,6] = 'TN'
+    return df
 
 
-#print(q05_replace_missing_values(path1,path2).shape)
\ No newline at end of file
+#q05_replace_missing_values(path1,path2)
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..8b482cffedd2643e85489d9a16e05a341893cf37 100644
GIT binary patch
delta 53
zcmX@cxSf&Rn3tDJp!e@Yb_=Bx{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJUQ0K1(LoB#j-

delta 68
zcmdnac#M(Vn3tC;e(#=%>=uT_`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BEM#HxL<R

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..d12773a4b342920fe038c0c8e9b2fbc0f9fde37d 100644
GIT binary patch
delta 56
zcmX@hyN{RMn3tDJp!e@ac6KJEME#8X+*EzXl+2RKMBgw&BSTaD@cg3e;)2BFRQ=@q
Ll+?}kOnoc>=!_BH

delta 71
zcmdnTdzP2on3tDp?!G-6+1Z&43-m*aQ;UlA6O%GBi!)NQi%XM=5_1#tG86OkT~dp)
bOY#f!^9xe*;tPuMvr>~wiZ>fD^|1f|gghDN


From 840309b853e358a4335c5e6f4ebdc67b2df5272b Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 06:55:16 +0000
Subject: [PATCH 06/10] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 179 -> 164 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 740 -> 690 bytes
 q06_sub_total/build.py                        |  12 +++++++-----
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 185 -> 170 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1424 -> 1409 bytes
 5 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/q06_sub_total/__pycache__/__init__.cpython-36.pyc b/q06_sub_total/__pycache__/__init__.cpython-36.pyc
index f70134c54a61d45f8edae7081c146a4bc62b5538..bb56aa1fd7904737299ff084e9a0d6cc763606bc 100644
GIT binary patch
delta 53
zcmdnYxP+12n3tDJp!e@Yb_=CI{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJVo0I?GhPyhe`

delta 68
zcmZ3&xS5gNn3tC;X4amG>=uRz`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BC^QAdndI

diff --git a/q06_sub_total/__pycache__/build.cpython-36.pyc b/q06_sub_total/__pycache__/build.cpython-36.pyc
index adaf0ce0d3ca686ab384f6f40e1d0fd216b66a0b..b2226e57995b948ebc7b59276988a6c9874edced 100644
GIT binary patch
delta 349
zcmYk2&q~8U5XN^l+ayiXs=as-5sFGrp)I|L6h+XJy@(3yDa~$aWAle?3Kr5+eSwmv
z@ajAG5__#r;mJu)ond}_41C|f{8qjztzNzE3?urs1wyuDuNdkZoO!ruc~{a5?XW5>
zq_blU>8_z{Ac6>ER*xFIftv9HQQ?Qe6xJu<N1OPgYhcb@nRSB5NKSHC(-qBW2m%8_
zx+W_lH=anF4mtBjBUL=Zc~4U@=7tz|zKE)#^Ka-)l1O^DVwx@e$CpmG)AwEz^*&Gi
zKzczUWbp&{E;zISs)mksvpA-MOU+V0n`qNdQyB}*!ekn2OH5VlM^c-?LZRko#gbk;
om}pa0i85e!cMlHkw0#{VVlk5g{27@y5jNQ1;@EHsE@i;zKPie$m;e9(

delta 402
zcmYjKyGjE=6rIQJX0zD@n}AA+K&n_|3tI`|BZZGjYz8FEI+J9R%}$t^MI#9ou@oij
zSJ;Vv;8zG+3HlF$l@qI6IEQ=gJ@=kB``d2pmdoDH$2*A-0AFCOj0XD#>TKBvY78(O
zyW=7$LclEIF`JZ_!wL_8_{+!Jd&f8rSMD7{8qB~9F3=p!5Q7Xc%q(X2?JY2b3@+dh
zEx;Vl@C9f(cbhjd(!4$usjMpzr#cczeZVCr77at0;}e?XxWmI7pHrFJT4)+KvBV}Q
zFZ88IC*d^f!0IV+S+CoR5*ic7bSe#Bfb@;+_bRwlT&jSEgGded$gCtC(<GuvaKzO}
zi%B3RJn2rP81ieavM1Q_k%wwXR?LHDIs1g|3OVRYKBZcW<0x!p&#($x%h&C!i~M8H
m*kox%tAqd8H7c7~?(U5ROJm-KMyU-$E_9)9;36Mc&_aKBz-6xh

diff --git a/q06_sub_total/build.py b/q06_sub_total/build.py
index c420838..7a679d8 100644
--- a/q06_sub_total/build.py
+++ b/q06_sub_total/build.py
@@ -3,14 +3,16 @@
 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.q05_replace_missing_values.build import q05_replace_missing_values
+sys.path.append(os.path.join(os.path.dirname(os.curdir)))
+from q05_replace_missing_values.build import q05_replace_missing_values
 
 path1 = 'data/excel-comp-data.xlsx'
 path2 = 'data/scraped.csv'
 
 def q06_sub_total(path1,path2):
-    "write your solution here"
-
-
+    df = q05_replace_missing_values(path1,path2)
+    #print(df)
+    df1 = df.groupby('abbr').sum()
+    return df1
 
+#q06_sub_total(path1,path2)
diff --git a/q06_sub_total/tests/__pycache__/__init__.cpython-36.pyc b/q06_sub_total/tests/__pycache__/__init__.cpython-36.pyc
index 93ecd56b3c091f5989387358e77ebd2bb8ee90d7..f80a9432a92bfbf55a922becfd52c1ccfc75469c 100644
GIT binary patch
delta 53
zcmdnVxQdb8n3tDJp!e@Yb_=C&{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJV20JLWjXaE2J

delta 68
zcmZ3*xRa6Hn3tEUbpM`->=uS;`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96B9iFGZz_2

diff --git a/q06_sub_total/tests/__pycache__/test.cpython-36.pyc b/q06_sub_total/tests/__pycache__/test.cpython-36.pyc
index 691280a23f33a47bb86c6a2aef8fba66bc436cb3..9f17aaf0b642e670610873af34d4c04e46880504 100644
GIT binary patch
delta 56
zcmbQh-N?;u%*)Fq(EE2I`zJ=FVEv5z+*EzXl+2RKMBgw&BSTaD@cg3e;)2BFRQ=@q
Ll+?{yOliyj@f;EV

delta 71
zcmZqVp1{p+%*)HQ?ZBRm?4KA7lk`K2Q;UlA6O%GBi!)NQi%XM=5_1#tG86OkT~dp)
bOY#f!^9xe*;tPuMvr>~wiZ@F$r7;5lnARF1


From 8499c8252828d36d5cf473989fc434eebba97e76 Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 07:15:18 +0000
Subject: [PATCH 07/10] Done

---
 q04_mapping/__pycache__/build.cpython-36.pyc  | Bin 936 -> 976 bytes
 q04_mapping/build.py                          |   7 +++++--
 .../__pycache__/__init__.cpython-36.pyc       | Bin 177 -> 162 bytes
 q07_symbols/__pycache__/build.cpython-36.pyc  | Bin 866 -> 921 bytes
 q07_symbols/build.py                          |  10 +++++++---
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 168 bytes
 .../tests/__pycache__/test.cpython-36.pyc     | Bin 1411 -> 1396 bytes
 7 files changed, 12 insertions(+), 5 deletions(-)

diff --git a/q04_mapping/__pycache__/build.cpython-36.pyc b/q04_mapping/__pycache__/build.cpython-36.pyc
index d60ccd7e952e4a687bb9774cf5d1bd3d7f8998bf..67ed4ed5e5e5db4035809d6f28289e03aa071390 100644
GIT binary patch
delta 565
zcmY*VPis>_5TE^*_xflwScwhM7|EppFSXYo3RQX#FGUJU&~0{O@=V@)eY>qm*q{*l
z0m}OlejLwx^;GaEUUgp5gU+z?oB7S`%<O&(z6YIyYBkzAqwjuEfFJOWaP*(yF{7(a
zKhn2#Ro_}s0#{$<(Qo7}I9QP-wIrsFD$)bXV(tiX%&}M~P;f~V9nuCYxnqhUiZLuJ
zv&XigxZ`n9JS5FdxPl&>y*h!}+ci()K=B5w=ppo9E(1qnQS?dU%feMk-vyh_WnU#4
z(106uYe=!r;$$7)Oy?@N+-$&b#}I3o3VT?g$lAxP9Xp0@^xAWIdYWGc__D?Bn`CUY
zY9Cu^wP~lr_VcMOev-NtnD)Y^R!*+}pmd`g{|!7%GS3p3c$z66=31)v19Rc|c#;mh
z$Yt_TdtpX0LztwWb?*5mJvZIZi%i<l{sx|SriS~z_(1QGW-+6KqZT#?5|Rk@4k9OY
zvP<ivMfT8cqvj8=qFeKoOeRX2e7jtSnYr;aHC`m=(`=qc#Upn3Vh2<C-O`kI^5*~M
eK88N*O;dF~(N76RriLaYHJsbRNt|#R?)(Lr;D*@%

delta 506
zcmYjML2DC16n^jR?9Mb;&82ArQjlI6D3R1_5NSibh?gRTl`50Yrb$e8w==D6%7zN1
z7jGfILD0Y8ukbu4!Be3(Z(j6mz2rUS`{vDiAK$zm@~hl<w!B>VG^DrR3E&qjgy8!N
zKJMLY<8by_<ImaMlh{xlrlJT;z#I->8eMFihDH=(7#UHAYwEz^+Ef;zkaZ}cA}o0*
zub~YmI|pzP-%r!R^d3*sP|Z)UE^}6t_ZhBqR3VM(5$o~;C|?a2xFI8qyrEwCkDwrf
z>=GDkGwwrU>2)l0w`(t>H_iQKvo-&XTUQZpar>8}QL(%wcuI30q&oGKn^@UIoA*cV
zqYtf4j}srdzRsCO*?D5U7>u$bFFqs_*HAvp^=ZHLpSI(`^jalsd(vGmQaw&Q8jpi-
zU{~1a&#R~XY&`!$@!n%D0Tos_6{o-&u2Buwag*@@+Ewm1sy@nfYP7RUT>8LGoTtpi
xVR|;sCsxj12A$nU+_KdYO3l5|0@O;OYL7E>HcFl&SMDK$!YaG2vy(tU{{R_(duspy

diff --git a/q04_mapping/build.py b/q04_mapping/build.py
index ffa1d6f..eeea29a 100644
--- a/q04_mapping/build.py
+++ b/q04_mapping/build.py
@@ -10,7 +10,7 @@ def q04_mapping(path1,path2):
     df1 = q02_append_row(path1)
     df1['abbr'] = np.nan
     df2 = pd.read_csv(path2)
-    ab = df2['U.S..1']
+    ab = df2.iloc[:,7]
     name = df2['United States of America']
     d = {}
     for i in range(0,ab.shape[0]):
@@ -20,6 +20,9 @@ def q04_mapping(path1,path2):
         if df1.iloc[i,:]['state'] in d.keys():
             df1.iloc[i,-1] = d[df1.iloc[i,:]['state']]
 
-    df2 = df1.iloc[:,0:6]
+    df2 = df1.iloc[:,0:5]
+    df2['total'] = df1['total']
     df2['abbr'] = df1['abbr']
     return df2
+
+q04_mapping(path1,path2)
diff --git a/q07_symbols/__pycache__/__init__.cpython-36.pyc b/q07_symbols/__pycache__/__init__.cpython-36.pyc
index 60b0cca0e5314ee04b43a312e722ec776bd47aea..b853026c115dcadcd19882350a63d37b8f518aac 100644
GIT binary patch
delta 53
zcmdnUxQLP6n3tDJp!e@Yb_*qc{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJU-0I&BENB{r;

delta 68
zcmZ3)xRH_Fn3tC;b=IDV>=uS``k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96B8W)AuSm6

diff --git a/q07_symbols/__pycache__/build.cpython-36.pyc b/q07_symbols/__pycache__/build.cpython-36.pyc
index d28eaa97376de522868951cb3b126c6c53715554..c1d88a9b27d957aa1763888d15071883252a82b7 100644
GIT binary patch
delta 461
zcmZ8d%T59@6z%N{PX$a|7#HkJWQ=i`F=}*Y+$tLqP0)lC3IQFQp&g7Q7#8RUm|6J=
zeuIB9OLyuYu+e*mjoRj%leV|_oc2BalF98B3i<CLzbrrJK8q>Fn1MJ!=&cB#JiP{K
zNdCxX@L*2NI<w4L8}OJ0DV5g|dIc$D5@ryx36`(nw#936*svfrbf{3^{*|c=7S2!Y
zo<Hc=$Fd)e#o4*zI(znouWoc8+8w*?%Z?q0TPdP9u%Q@z!RGXjEhSBCD~as{jU|8L
z>u8K246>&fl1sMOP2!j}MVUWLiU8XdDC&cfMoEG#C`-#6QVF3E_>wC{Pi<sH5P0K(
z2&`0`3Pjj*7UITSb{mH5Iz;ZjX7SRndeGG4LCg2_GBqU&26-srRHf*S_YYTx)%~U(
gwVI(H3U8-1>U%OVRdhoYh$zsn-t?C$8yy*yAIHgEH~;_u

delta 400
zcmYjNyH3L}6t&aRcVX>7r6M6gB$O0TL1KlOrD92k$f=#iZ4$e-BS--;@C7IX;uH7`
zJ^-<zj*NT)6L!nMmCm`=)xGB&`K9_*sUNr7jqc~0xARp0-Yf$EN*d=Ha=U=A`!ED{
zY0<eBRFPiJGSQPP&J<;7FCv1Bq24rQx}`DHkPS^3PQe{`g!<mPT-0`N&kme^cyGgH
zC1fH&O26RED-adE{4;W|BoWd@K}2OlW-<!|N>EBWD0MH0oGHd##!2dP!KP%aWbq6K
zaI1KSd)T&w3GLMo=W(7OZkLxE9I5DV-HyBp4t*`@wbs^(U>}Do=QUOJ`La3hpZYRS
z0v5}b9!Qf6SPi%dMYH&@=x8tzBu9!RF%2A!QjDZO$tc!xf3ci-|HL@?iYXL3K}KV|
W3McAXOPG%lO+!ZeA61KaY5y0CtZdr=

diff --git a/q07_symbols/build.py b/q07_symbols/build.py
index b8cbb92..5f246eb 100644
--- a/q07_symbols/build.py
+++ b/q07_symbols/build.py
@@ -4,15 +4,19 @@
 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 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"
+    df = q06_sub_total(path1,path2)
+    df1 = df.applymap(lambda x: str('$')+str(x))
+    df2 = df1.applymap(lambda x: str(x[0:4])+str(',')+str(x[4:]))
+    return df2
 
+#q07_symbols(path1,path2)
 
 
-#print(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..da09267030fd227a420dd76cfa708d8355572dfb 100644
GIT binary patch
delta 53
zcmdnaxPp=0n3tDJp!e@Yb_=CY{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJV|0JBRGU;qFB

delta 68
zcmZ3%xSf&Rn3tDp^7B0t*)0rH^h1kNi;DFVlQJ@kGg7mQOOuKca})D26Z7<4Qj4=o
Y@(c9y3sUpq3ySiyQj<%HCnmZB0707>hX4Qo

diff --git a/q07_symbols/tests/__pycache__/test.cpython-36.pyc b/q07_symbols/tests/__pycache__/test.cpython-36.pyc
index 1a8a9c3d7050cc5a1b640e55a727c322ab8a9092..0f7539f80aa904fdb93124ff7ab68a7aa09effb3 100644
GIT binary patch
delta 86
zcmZqX{=&s>%*)Fq(EE2I`v*p)K>dvT+*EzXl+2RKMBgw&BSTaD@cg3e;)2BFRQ=@q
ql+?u<OpJ_Cn>Cr|FtQ0VFfbH}Pd?3($q~g`kXVvo7&Y03)g1tnav9_R

delta 101
zcmeyu)y&Oq%*)GFcl_W+_79AP3HqVMsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
zCHV#V`30$Y@dZWsS*gh-#fv4G7#VMEmSUd6$R@(Tz)&PHc@Ik_$1T=^#F7ldTa$HJ
F-2poZBQO8}


From 2ae27e7447814f798599ac7ba67e4fefc6101eec Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 07:37:22 +0000
Subject: [PATCH 08/10] Done

---
 .../__pycache__/__init__.cpython-36.pyc       | Bin 186 -> 171 bytes
 .../__pycache__/build.cpython-36.pyc          | Bin 1055 -> 1356 bytes
 q08_append_subtotals/build.py                 |  33 +++++++++++++++---
 .../tests/__pycache__/__init__.cpython-36.pyc | Bin 192 -> 177 bytes
 .../tests/__pycache__/tests.cpython-36.pyc    | Bin 2221 -> 2206 bytes
 5 files changed, 28 insertions(+), 5 deletions(-)

diff --git a/q08_append_subtotals/__pycache__/__init__.cpython-36.pyc b/q08_append_subtotals/__pycache__/__init__.cpython-36.pyc
index df1c3a25dc9d1d7d1993fbeeddeb2d69af4df5ca..145f667fd402845279db391c3604459e3d947156 100644
GIT binary patch
delta 53
zcmdnRxSEmOn3tDJp!e@Yb_=Bl{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJUN0JQZHYybcN

delta 68
zcmZ3@xQmh9n3tC;XV#vH>=uUU`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BE4vDP0*K

diff --git a/q08_append_subtotals/__pycache__/build.cpython-36.pyc b/q08_append_subtotals/__pycache__/build.cpython-36.pyc
index d03d4af14ac147d09523754dc73016ed3fde84ea..d23b5b1e6c533ca384e8846c16f1f18667de0a8e 100644
GIT binary patch
literal 1356
zcmZ`(OOG5i5VqaV>6uw(vkB3Phd4w?Es>qwjYx7p2n31{QgR6o$s9)Bws+H=ey!aD
zGf~fJ;TQ>V<`3|feC0F}2hKTB<=MbQ8r-U{%4K)CUiQ85IQj4=_QO4&kUz=RfI0aL
z$Y=mbBrOT2jx+8#?sMPqfCtJi!Xi=uVC--Jm|Ri(DE`gLVKw3-Cwt|%+T(j5`}{2#
z@QDm%^fTf6GL{42Hza*Z(qs+ik|!y(<ICgwGc!M%bxkKqPz*1RAI!|MI%`Vv;!uiC
zOw}S&<=w2Q+PgSET9jt-V&axerbVmdQD%P3DB6U9JOKIv$ovh^k&gBR-Ieq?(_d|7
zE6_@IMR6uQ>HoqGVb5*U1{)4~NWyFV(``E;*!gv*o#^%cH|#|JV<!eXf9<lf!<T_f
zcG^z1ZA${_9X?ry5cey3M`JS9o|}BM#;mLvLWJPfuoY5fy;9ZIGo6MK(8V7_PeA|b
z+v&5WQq#|6-Yv!B?@mrnKAwKx=;x*tnVM#eRMS?}QkdDrJeNw&THO>X>!z2-4`-rn
zRV}f&uC``+HqT3W)GloRwXDPlPB1qB2%XTF9<%>YqdG%RaSVabVOP-KK<G$MdV0lH
ztY?xQl7e25l?O7E(8)f?-nATn>|e_v$icN7b*%7u?}GL|PyiGGg%?zYze5A8;+_?L
zAInI_FWG9)4~n1*L7((V5y?OfU?q9!QPL+a<<|RJKnfqJGwVGT+6FFa8;LAy=5?0_
z`T$(lHxX_j+(vjC;G2~4QGQW3TFvrWs)fdgQ^tL<$PJJ3x-B8!X{<3LP^EcgSu5?}
zOSlb>w5XH~H_7HP@N!v+)@2axux{FPXoFUC&rUY%)G~Q)y#k#*M`tT=mUfm3?suwc
z;Q=^5MOeBX*uXv>d~;V-4`Ib%6oe*p^zZip-Gljr>N~KK9@ucxCmOf&pq^LI2CQx&
zn5D6-G1f;H^*gX^{i4Zh8_8VPF1Bp0LFNZ<JQYW-n_Nct{??mut;d$v?;^a1fc@lL
k*@_7}T)V*HPpU@FOZ6$<2-lJ^G~|T7kKuSe^;tar2UCMaY5)KL

literal 1055
zcma)5%Wl*#6t(l3%&Quq^60J$gftROrc^wHstSp!5(v6!*?1E<v8R*NdDKqm%rLVW
zw*3%3gTFx8vf>w5ah+*Vk-EUqec1OpI_KEl>-RhFetaieCPF{atzkg^226bb#}LB;
z5!^(Bm`${Z)kK@v5Dnp^Ez-ie*A#BrCT++q(qT5~GKaOkBGO~{1P$F^@JDn!#C88-
z^deAI7?gQQ1uS$gMlS<3OT%2K`4*!k_4zd7VkgSeVn@%tsZi7Tped<H(t<NDQlBFY
zSC1B$4fYmHh2ToGKnuJwmPU!MGjm}u%nW8S>&)6hiLpXUt27g9VKMs(C-%}_*om_S
zy}~dvlh(q9%vm^z%UsruG3#74b0E~6Kf080$+u^DCAU>Bsxr>A?FpB>Hs8~%Hjj8%
zn;)sH?Hi_+W)NWjsE3Z4!3mh^fMYlT+$$}YaXfb)e|i1X8;zGBku%O^N=wM_^c#|0
zX#UOoPl`+B({K{22|ou(B~57-)675Q>b%SgKQDL|6f#eER4Tuq8KWvVt7694&9Z+n
zdKJ(D8ks(o2CDMIDi+KuX0^L7Xc{tla8IKIL-Qwh?eO+R9#NqVAX#sanjf)GuTR;I
zGsdUGw$zj*Ts%~ps!D64V0HTtbU6a_yvC=*1vFxo(xP_OxN1l842r{6Z5Onh?5@Kz
z;;^yCOnPg1N?^stqy@hXWPS;^uqi`JO1k4XqarA2D0rja+VwP!&ASNciW-1JMhAEB
zCf<Org9lhXgtcM6cGhxA-9zlGN<l3nD}dEZ)kdz!^E1h3w9Hcxhu)pqd;dHIuMxe`
zhwS~&-oLNrdZ!ju-q-Gdb{gj`s`}E%hOfJy=ByI@K%bD>0Ow*C4~!n}nHIK;KfCNF
A-T(jq

diff --git a/q08_append_subtotals/build.py b/q08_append_subtotals/build.py
index 96e2f9e..4f632a5 100644
--- a/q08_append_subtotals/build.py
+++ b/q08_append_subtotals/build.py
@@ -1,15 +1,38 @@
 import pandas as pd
 import numpy as np
 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.q07_symbols.build import q07_symbols
+sys.path.append(os.path.join(os.path.dirname(os.curdir)))
+from q06_sub_total.build import q06_sub_total
+from q07_symbols.build import q07_symbols
 
 
 path1 = 'data/excel-comp-data.xlsx'
 path2 = 'data/scraped.csv'
 
-def q08_append_subtotals(path1,path2):
-    "write your solution here"
+def comma(x):
+    if len(str(x)) == 6:
+        x = str(x)
+        return str('$')+str(x[0:3])+str(',')+str(x[3:])
+
+    elif len(str(x)) == 5:
+        x = str(x)
+        return str('$')+str(x[0:2])+str(',')+str(x[2:])
 
+    elif len(str(x)) == 7:
+        x = str(x)
+        return str('$')+str(x[0])+str(',')+str(x[1:4])+str(',')+str(x[4:])
+
+def q08_append_subtotals(path1,path2):
+    df = q06_sub_total(path1,path2)
+    jan = df['Jan'].sum()
+    feb = df['Feb'].sum()
+    mar = df['Mar'].sum()
+    t = df['total'].sum()
+    a = df['account'].sum()
+    temp = pd.DataFrame({'Jan':[jan],'Feb':[feb], 'Mar':[mar], 'account':[a], 'total':[t]})
+    df2 = df.append(temp,ignore_index=True)
+    dfy = df2.applymap(comma)
+    dfy.drop('account', axis=1, inplace=True)
+    return dfy
 
+#q08_append_subtotals(path1,path2)
diff --git a/q08_append_subtotals/tests/__pycache__/__init__.cpython-36.pyc b/q08_append_subtotals/tests/__pycache__/__init__.cpython-36.pyc
index 21f4cd0cdb2d982e41dd3fb8f998360de650cdd0..af117d31b411b9bccbf076e124793367fdcb1eb5 100644
GIT binary patch
delta 53
zcmX@WxRH_Fn3tDJp!e@Yb_=CA{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJTF0JupJga7~l

delta 68
zcmdnUcz}`Jn3tF9__2c%*)0rn^+StOi;DFVlQJ@kGg7mQOOuKca})D26Z7<4Qj4=o
Y@(c9y3sUpq3ySiyQj<%HCng2}08Pyq!vFvP

diff --git a/q08_append_subtotals/tests/__pycache__/tests.cpython-36.pyc b/q08_append_subtotals/tests/__pycache__/tests.cpython-36.pyc
index da1ab93cde97498d1677c07a0db5dd9f0d819fda..cbde8f476fcb405befa9b480be1ae161aea773f4 100644
GIT binary patch
delta 56
zcmZ20I8Tt>n3tDJp!e@ac0nekX#I@*+*EzXl+2RKMBgw&BSTaD@cg3e;)2BFRQ=@q
Ll+?|hOet&t-3$?p

delta 71
zcmbOyxK@zen3tD}@#Mjc?1D^&S^A;HsYS*5iAfom#TlvD#idC_iMfe+nTdJ&E~&-Y
aCHV#V`30$Y@dZWsS*gh-#ha~|QrG}fvl$5h


From b19d3021065779ff7ae89d99659de297e9b8d831 Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 07:43:39 +0000
Subject: [PATCH 09/10] Done

---
 .../__pycache__/__init__.cpython-36.pyc         | Bin 183 -> 168 bytes
 .../__pycache__/build.cpython-36.pyc            | Bin 753 -> 730 bytes
 q09_pie_chart_jan/build.py                      |  13 ++++++-------
 .../tests/__pycache__/__init__.cpython-36.pyc   | Bin 189 -> 174 bytes
 .../tests/__pycache__/tests.cpython-36.pyc      | Bin 879 -> 864 bytes
 5 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/q09_pie_chart_jan/__pycache__/__init__.cpython-36.pyc b/q09_pie_chart_jan/__pycache__/__init__.cpython-36.pyc
index a0e3adda2425ca253c8c38291615762befb69f09..b87e1bd37a1688b7d540eecfbab7a8b8d1054f47 100644
GIT binary patch
delta 53
zcmdnaxPp=0n3tDJp!e@Yb_=CY{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJV|0JBRGU;qFB

delta 68
zcmZ3%xSf&Rn3tEUY}THM>=uS8`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BFG5DS8<l

diff --git a/q09_pie_chart_jan/__pycache__/build.cpython-36.pyc b/q09_pie_chart_jan/__pycache__/build.cpython-36.pyc
index 25a6c0356fc0f0896f62b4a295440822c58e183c..beb610810af184624c84d833d2082471ed45814e 100644
GIT binary patch
delta 420
zcmYjNJxc>Y5Z$i}$C;Qf6>QQ3gljyKU?*bKO3*?@VJ+m6U6Z?9a>spO0#S?DDugr^
zmNx#SZ3TN<E9VlyEX;eeJM-oZ`>iRh+Q{XMw;{QH#|V9*rNbcKhln1g)td^>%e-3<
zY=SWoNMNt%mUvlcBJ+g!+Vr*Y*z9!L<WEn5HHgDhzXcGZF&g6uxhG@dVu1w_RIq1?
zQA}JqLFv$QWNN319@_&>14k-$5hl{43J(?QIRnA<C}{<rA4et&QwPq{o1%dib9NAQ
z{X6K^0z2;37F1V6+<u@i3(Y@gR@d)Kt0|m#WS?Bt>a`u~$`5-{V7H~!_Jy3i;G>O|
zbma^H!Uitja1}Chef9-QmuG#lIWYQmocelBi_;{My!ijH9gNZv&n!69K|G%@UttMy
dP*D1A-xrA|_u%VMR07bkj<eue0o1|YAiuzSV@Ci0

delta 441
zcmYjOy-UMD6u-NqB?c>1i}(Rj=#-^Zi!O=?c5)MO$r3KTv$-VA#k-58QgNuOL#d0K
ztAB=*e}h@w1y?68MWGMg@4d(S`aND=`Ytuvm5TlR@#elm06xK-nA$(lDsLtYZ!N64
z%XB$hA?6rDKuV<i0NmBdOZy)8dR_F_XJ}jKY0<Z-L4gq%!7;i+BShc^2q8hlc!U?g
zF>lugf+<=b@=Vkvk2A%1QV*!0xp9UQ*GL(4U~Wb%Ar2D7T-Quvt{fvTrC0^Kh3TkZ
z&n=THPiFor5SFg`!L3V4g=}FzU^1YQP6^z{3ByUNLuI6R+Ttlqyj1Xzc9ony!A{LC
zNEcTF!$zWroZ9pYlEeL;phK*9KW2V2#R<XE>t&2k@;{(?y>n0y@Dx`#Zu%LE$&B!H
zgtpH0C9!gs<bbJe;Q6>4(S*zv%;?U+f?k?iM}1DRm>%no09n;wK?^RzD%{p+LmT}9
Dbd7VB

diff --git a/q09_pie_chart_jan/build.py b/q09_pie_chart_jan/build.py
index 6483bc6..023c58a 100644
--- a/q09_pie_chart_jan/build.py
+++ b/q09_pie_chart_jan/build.py
@@ -3,13 +3,12 @@
 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 q06_sub_total.build import q06_sub_total
+import matplotlib
+matplotlib.use('Agg')
 import matplotlib.pyplot as plt
-plt.switch_backend('agg')
 
 def q09_pie_chart_jan(path1,path2):
-
-    "write your solution here"
-
-
-
+    df = q06_sub_total(path1,path2)
+    df.plot(x='Jan', kind='pie', subplots='True')
+    plt.show()
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..3e1bf5a7f22c7641702a6231401c22cc74345ad4 100644
GIT binary patch
delta 53
zcmdnXxQ>zCn3tDJp!e@Yb_=Cw{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJVY0JfhIcmMzZ

delta 68
zcmZ3-xR;ULn3tF9*qMV9*)0sS^h1kNi;DFVlQJ@kGg7mQOOuKca})D26Z7<4Qj4=o
Y@(c9y3sUpq3ySiyQj<%HCnov=08G6ZyZ`_I

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..7776ca133c1c424c5af1a79817bc9138b5316374 100644
GIT binary patch
delta 56
zcmaFQ_JEDun3tDJp!e@a_GgSr5&9YVxvBb&DVZgeiN0ZmMuw*P;rT_`#RZAUsrt$J
LDXE*~m;xCA7Elt2

delta 71
zcmaFB_MVO1n3tF9<k^E8*`F~Qrt60mrxq3KCnjZN7H6bp7ndd#CFUmPWhUn7yQCIp
bm*f}d=NF{r#TOLiXQd{W6mRBd3S<NT(ES?G


From 17591be2fe751be6ecaaffd087d591c00d162a3e Mon Sep 17 00:00:00 2001
From: AdityaMV1215 <aditya.vadhavkar12@gmail.com>
Date: Mon, 21 May 2018 07:45:24 +0000
Subject: [PATCH 10/10] Done

---
 q10_total/__pycache__/__init__.cpython-36.pyc   | Bin 175 -> 160 bytes
 q10_total/__pycache__/build.cpython-36.pyc      | Bin 784 -> 714 bytes
 q10_total/build.py                              |  12 ++++++------
 .../tests/__pycache__/__init__.cpython-36.pyc   | Bin 181 -> 166 bytes
 .../tests/__pycache__/tests.cpython-36.pyc      | Bin 863 -> 848 bytes
 5 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/q10_total/__pycache__/__init__.cpython-36.pyc b/q10_total/__pycache__/__init__.cpython-36.pyc
index 060775de08258a31cdf7be589f7a386a597fa270..1f7d123f63f97481bea79ab8da02de969571f6ee 100644
GIT binary patch
delta 53
zcmZ3_xPXz}n3tDJp!e@Yb_*q6{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJW50Iu5+KmY&$

delta 68
zcmZ3$xSo;Sn3tEUZPuQN>=uSG`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BF$LCsG*=

diff --git a/q10_total/__pycache__/build.cpython-36.pyc b/q10_total/__pycache__/build.cpython-36.pyc
index 3ab214f74de64857a2d0b8de15db9b52164cd134..2562fb9ed727d2597060507c126517a33423b4a8 100644
GIT binary patch
delta 420
zcmYjN%}T>S5Z>9{gb-V6TNS+YQV?=6wAGu4)muR?io$x3v>V%`X%q5;7OEcVQNhxS
z2VcNv@C|%~Tzv~qPFle(%=gXi%s1b#uj-dlZRGQMZbYx%fsk*qbU5aR7}3MDdR-9(
zyWp-#J^>(-NbrhoNtC4`)h8m>r*DnNX1Cj+e|m<jU>s-qZG@PN$rvW|o{p&t5+s#O
z@)rgqrY@V1Z0H#=l+%>8tf63mW2gK)Ol*UtaF_DFGn7J$l6K(vab)l?a}Yecr7ZAb
z!H=Sze~aBpV8y-Kg6b)iHy<R-Ve?PR?D+%RY)U5{Stl2@dTr0V^uvA>SRLE!_|l$z
z!tUluwz7&qK!-I5S1~g-W(t*1o;}m8p+2zU%-3_;f+dkHivJHg!6+*Ub-|&A;`xO6
h3QLg3LaOZ#e3^Lm0e(G+N(dTgkVDrBqK5uD{RPHSVUz#>

delta 502
zcmY+9K}#D!6vyZ7Zql$OC9$FgO9=>ty=2u;FNzc@9t01ic<5f1*~~OM+0D*6Guse}
zc+jh$<O_&5KZaMofqU@c-4D=HXSXe+58m&+$IN^0{~jyX)%9MZVZS~-c$R_C3z{=a
z=byF9pEv9N^04W(XluAgtP21{Dx`XeymvRZy>mPm^mT7(re@(^w99P`g{Ei<7si<}
zH3+nkrqM<#MKu3LYqzMZHX1@P_6ois=gsNrSTIF96P}5V<Z-4LPdXtLG&c`%lA8xK
z$ju`x^7D$~3df$AGU`BXMJyqXAqo|qmBw5-W?o6L3OE0REw4&`_%aLbkyy~5etmb3
zB^A=eLC9oCBmE@s2qz3D?mm@~;;GA1n)s>UL)ur;O>si7^amLul+5nn<FZ}cTh&0O
z4evoTbmlD0o`LLq8VEYUijQIzbpPx8H?VuMv0VuA%R{<B#$r<HpT)-7SAAHlyti`9
rR6q0s+>dBN$_1tTIn?#iytX^yB#Y@D=t?#<YEXkZG~t7$4Yu(c0VIRK

diff --git a/q10_total/build.py b/q10_total/build.py
index 11f03c5..574cab8 100644
--- a/q10_total/build.py
+++ b/q10_total/build.py
@@ -3,12 +3,12 @@
 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 q06_sub_total.build import q06_sub_total
+import matplotlib
+matplotlib.use('Agg')
 import matplotlib.pyplot as plt
-plt.switch_backend('agg')
 
 def q10_total(path1,path2):
-
-    "write your solution here"
-
-
+    df = q06_sub_total(path1,path2)
+    df.plot(x='Jan', kind='pie', subplots='True')
+    plt.show()
diff --git a/q10_total/tests/__pycache__/__init__.cpython-36.pyc b/q10_total/tests/__pycache__/__init__.cpython-36.pyc
index e3f7237e5af25cc71b2bf6881012f78f1f26a4a1..ebef182d40bc4e0265ea6ac69102fcaa9e9b2f01 100644
GIT binary patch
delta 53
zcmdnWxQvnAn3tDJp!e@Yb_=Co{fzwFRDH*k%#zAP-!MZXLsR|m{G#mQg2d!h{p9?V
I)QJVI0J1L;SO5S3

delta 68
zcmZ3+xRsIJn3tC;^W4FS>=uSe`k}?CMaBAwNg0{N8L8RDrAbAJxruq1iFx`ism0kP
X`33s<1*v)Q1x5K;smUe96BAtlG3psX

diff --git a/q10_total/tests/__pycache__/tests.cpython-36.pyc b/q10_total/tests/__pycache__/tests.cpython-36.pyc
index 4d3b233fa7e28c64d8f5772db7f633024e5e2c87..d2fa2d706b6c30011437d95861d4d6ff70ce7645 100644
GIT binary patch
delta 56
zcmcc5c7cuEn3tDJp!e@a_Ir#<0s0yFxvBb&DVZgeiN0ZmMuw*P;rT_`#RZAUsrt$J
LDXE*qm^>K)47d_W

delta 71
zcmcb>cAt&in3tDp=edI$+3ztL#_NX`rxq3KCnjZN7H6bp7ndd#CFUmPWhUn7yQCIp
bm*f}d=NF{r#TOLiXQd{W6mMo{@?-=6!15Y`