From 4307265c385c422eb15887c76e1873f1a298f1d7 Mon Sep 17 00:00:00 2001 From: preetiail Date: Sun, 7 Oct 2018 06:37:43 +0000 Subject: [PATCH 1/4] Done --- __pycache__/__init__.cpython-36.pyc | Bin 168 -> 156 bytes .../__pycache__/__init__.cpython-36.pyc | Bin 193 -> 181 bytes .../__pycache__/build.cpython-36.pyc | Bin 630 -> 615 bytes q01_calculate_statistics/build.py | 15 +++++++++++++-- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 199 -> 187 bytes .../__pycache__/test_q01_plot.cpython-36.pyc | Bin 2949 -> 2937 bytes 6 files changed, 13 insertions(+), 2 deletions(-) diff --git a/__pycache__/__init__.cpython-36.pyc b/__pycache__/__init__.cpython-36.pyc index cd8686b0f9f17c173480b2b430af88fa1427ca13..2dbfe37e1a9e7ef66ab73afffaea3110d2e1f508 100644 GIT binary patch delta 51 zcmZ3%IERtLn3tE!;rE8`r-LS*~JBk$*KCu`6;Or Gv+Mw^w-L(# delta 63 zcmbQkxPp`r-LS*~JBk$*KCu`6;Or Gv%&$o<`ORe delta 63 zcmdnWc#x69n3tDp*}dkdi5%wIdHNaoxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@T1jS5cbdh-9nIvXlUuK$#McA3WSj8C?cd3NTygBdm_Aef3UrgE;_1%hl#`s zh%Qf3mQ9#j^nrixsX@1V05>Y`#iOzKXlZX|p_5^SAjI4{l_&suZ`Ao|oo3G>S zp`Dyj;M;z-!CXjZWPlUpFU0ChTKJeqm4edB?$3MF{xym~IvTKq9|`dVQAF8-Sjf9# zmsq|dyJRnSd{56g7D7+gRb;~yvmWFSYmd3^Dv3o8+Mq3$&dDuOK?dW4Q68N~4KX)E zc=d9fi9E$_M0pp0z=Jd3H%Or0=8Cu)YrJW((H@$~0R$tBZ9a|eo1dhDMxkG$!7FDb z>>k>G$*`KS0~MO@&o`}-R?QY)=D?x(G8?N;rfq!kKRTuMNf27!Z}$*y>pJGc+)rDF zLnoq` K=`qb{Ro(){GNjr7 delta 416 zcmY*Uy-ve05VjpBO#|gm40J(Z>_U*bbU+A+GBb2Q@=}@jN)z%YCqXJIVt_tC)s+|E zC3ujm4DbXXAqFm;T1)r&{Q17`?mqc97u{CNx%zq)Ka`LUvT_W}&oS~If+C7WM9}5U zgaJm#6?>+_1T(Z0RdmLbF=A~Z8j36Pg$R2d^|xvhj&V^Noy^}4dOSoyfzn4dB~vA;6!3^EbBYlI4rTB||%8_`X){=M_YX$+pc83$fJ^~)HNBKK}JOk|P9o{S)TNf<5t$>4E VWuM|EWdvunXlZIwn>lo^@eg=KXc+(i diff --git a/q01_calculate_statistics/build.py b/q01_calculate_statistics/build.py index a556241..de94451 100644 --- a/q01_calculate_statistics/build.py +++ b/q01_calculate_statistics/build.py @@ -1,11 +1,22 @@ +# %load q01_calculate_statistics/build.py # Default Imports import numpy as np import pandas as pd +import statistics data = pd.read_csv('data/house_prices_multivariate.csv') -sale_price = data.loc[:, "SalePrice"] - +sale_price = data.loc[:, 'SalePrice'] +sale_price +def calculate_statistics(): + mean1=np.mean(sale_price) + median1=np.median(sale_price) + series1=np.array(sale_price) + mode1=statistics.mode(series1) + return(mean1,median1,np.int64(mode1)) +calculate_statistics() # Return mean,median & mode for the SalePrice Column # Write your code here + + diff --git a/q01_calculate_statistics/tests/__pycache__/__init__.cpython-36.pyc b/q01_calculate_statistics/tests/__pycache__/__init__.cpython-36.pyc index b1b01d55acae938b089c65022c1e5efe684e3182..3c0dcd9f2e9c722776e3f7d2436b0b9f212510f8 100644 GIT binary patch delta 51 zcmX@kxSNr~n3tE!`S*tCi5%wg8TuLdxvBaEMX9MJnTeS>`r-LS*~JBk$*KCu`6;Or Gvtj|hjuJ`$ delta 63 zcmdnZc$|^Ln3tF9Mq+E!L=JQ968(()+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX?(%jU%l4AYzqSVU7lKfo# V#GD+3f};Ga)Z~)l&2JccIROlz7=Zu) From 008720e4ff019520e2b7ee5c2da0b19ff0968cf2 Mon Sep 17 00:00:00 2001 From: preetiail Date: Sun, 7 Oct 2018 14:38:15 +0000 Subject: [PATCH 2/4] Done --- q02_plot/__pycache__/__init__.cpython-36.pyc | Bin 177 -> 165 bytes q02_plot/__pycache__/build.cpython-36.pyc | Bin 775 -> 822 bytes q02_plot/build.py | 15 +++++++++++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 183 -> 171 bytes .../__pycache__/test_q02_plot.cpython-36.pyc | Bin 969 -> 957 bytes 5 files changed, 15 insertions(+) diff --git a/q02_plot/__pycache__/__init__.cpython-36.pyc b/q02_plot/__pycache__/__init__.cpython-36.pyc index 215eac083bf88e6537e6d7d6a5471a2c374ca81c..bd2e5704661f41a92244d14f1fe76091f4d5e61e 100644 GIT binary patch delta 51 zcmdnUxRjB@n3tE!;rE8`r-LS*~JBk$*KCu`6;Or Gv)lo)b`kFY delta 63 zcmZ3=xRH^=n3tDp*}dkdi5%wIarzngxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TB_^4jo4GHNtjofx#V9sf z4D&1e0}6tFB(1-|*2tjPK~wNz_cA`xsVP;m1|S;DSfy*=6Fo6g1qwbwj z+jO@wo`}=a&6fusa41RfK8b@~BY0xK)7Tfi#8Z>5u};yi^oq%lN&YjrDPs0J;+Yv; z67(R}UBXocG39PH!P)8a0I~v}$-e1rfEBIATMxGlPg^ZIp0`@nq6@SeLME&g7ol`s z_}ckex{$WL(mZv`{=A~RaN5?|9q}yEN8gAYqyE3g^JU-a`Czs7wWyo<%igZsAf%p4 z%-jBf`*){t+Zh6(CG4Y>Xfv>puWs;s5S8@M2*_t3%TC(&m`H>%P-?4JH@}>>+M&*62s^%iTT# PLp>8BfDlR8=a27zIe}XC?U_}%X84*Ln#g?D?e5h z#7*gpfqTk}TM{JvrP4j43xxZ!A=w|oXCxevpgFl)n*7_ks^AP|zZ!9Z%91fTaYkeW zBWfY0*1;+CmIA@Zy(H3+ZZ+xF{m8)gjBUj1l8$R8pS_Y)TYr_%3!rTDGM$+cx@(+C zQS_C3!MjM{7#9t1=_pl&9cuO8y@;gk2cD^VrZFs^mNb`~9Vrv3qGabn4^$C2+)b27 zIZKp`L|VE@Ce;HmZA85thy5&3q3HIb@F43A5|!E_{B6`w*enT!*2}rcV%4+7^c6M_ zDp290BG86en8$BsF$&t8$Nq_siB9{C%U-pVP}o5 cxqML_ER^035*=u@Tb)<$^uUKU^`r-LS*~JBk$*KCu`6;Or GvwQ)ypb`fF delta 63 zcmZ3@xSf&1n3tF9Mq+E!L=JQ96#b0++*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX Date: Sun, 7 Oct 2018 14:52:23 +0000 Subject: [PATCH 3/4] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 192 -> 180 bytes .../__pycache__/build.cpython-36.pyc | Bin 494 -> 540 bytes q03_pearson_correlation/build.py | 9 +++++++-- .../tests/__pycache__/__init__.cpython-36.pyc | Bin 198 -> 186 bytes .../test_q03_correlation.cpython-36.pyc | Bin 1680 -> 1668 bytes 5 files changed, 7 insertions(+), 2 deletions(-) diff --git a/q03_pearson_correlation/__pycache__/__init__.cpython-36.pyc b/q03_pearson_correlation/__pycache__/__init__.cpython-36.pyc index 543c178c4df3a2d7e5b64ffe37ce6264e5b948ea..2b8ddfe5e6b793a51f53a3e4fb71233a700dd3ca 100644 GIT binary patch delta 51 zcmX@WxP_6!n3tE!;rE8`r-LS*~JBk$*KCu`6;Or Gv%&znUlJ<- delta 63 zcmdnOcz}_^n3tDp*}dkdi5%wIx%wITxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@TySFM*gtbQGB$ynL2kNb z8{M5Irz0L1zI&MbUt@f@Pj4pun3iaUfyAi3 zi@#DoO3Z0a$z;EsI{hZyVRN{7_#v7LLKbB&K!ue4yA;tKR)G+s)2^+~J>7871}oz& zRuDw4%CjK zQub+C7eOzq<~|Fy{>H}1KvEz6z_p*cB-FN%IZ-YoN?)w$YYQ7Nl!v}N?z~;Lc#>*4 O^(@ubY@|kcnZE-ryp6^H delta 326 zcmYjMyGq1B6rDSn9b=Y7uokouQw{152-;ZeA}m-;vy8c;*^p$y%qUn{Xlo(c>Ie8s zX}7ZR1FXE+YA>9_fphNbQ~V~k=aWg+9en8q7+bTg;-oJK;e-eoLd`T-s5tUh(8)$6 zqy!2ay)ivPn6q5|P@2s?;`PfQ1mThp_K6~^s68eXARvF|6i;S)r?bWf*XGd6#>UcN zF8VQ=Xzsmf?BZ1K&P{D^{IamUD4h4(?%6l`ZwEnfwPD^-nke diff --git a/q03_pearson_correlation/build.py b/q03_pearson_correlation/build.py index 33a762b..81b9aa7 100644 --- a/q03_pearson_correlation/build.py +++ b/q03_pearson_correlation/build.py @@ -1,9 +1,14 @@ +# %load q03_pearson_correlation/build.py # Default Imports import pandas as pd +from scipy.stats.stats import pearsonr dataframe_1 = pd.read_csv('data/house_prices_multivariate.csv') dataframe_2 = pd.read_csv('data/house_prices_copy.csv') -# Return the correlation value between the SalePrice column for the two loaded datasets -# Your code here +def correlation(): + result=pearsonr(dataframe_1['SalePrice'],dataframe_2['SalePrice']) + return(result[0]) +correlation() + diff --git a/q03_pearson_correlation/tests/__pycache__/__init__.cpython-36.pyc b/q03_pearson_correlation/tests/__pycache__/__init__.cpython-36.pyc index d7eca9980cd94014cb671238783d84df5e9fb7da..61a914a29537eff4c635b4e83bd4981d7b4b1f5c 100644 GIT binary patch delta 51 zcmX@cxQmg)n3tE!;rE8G~P@xvBaEMX9MJnTeS>`r-LS*~JBk$*KCu`6;Or Gvtj_fi4sEq delta 63 zcmdnRc#M(5n3tF9Mq+E!L=JQ9V*QN#+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAXYZkZw diff --git a/q03_pearson_correlation/tests/__pycache__/test_q03_correlation.cpython-36.pyc b/q03_pearson_correlation/tests/__pycache__/test_q03_correlation.cpython-36.pyc index ed900c414bfa06c982ec1c9e9961fef6d1588d18..b99a47639a91433f04d1191d4290788f346e32d4 100644 GIT binary patch delta 54 zcmbQh+rrCX%*)H=@Owk_MvhsG^2PcY`MIh31x2Z;C7FqtIr`!GMcKs#iOH$@$@wX% Ko6j;HW&r^1MH6rU delta 66 zcmZqSoxsas%*)GlBe6AVBgZU8?Rx!;{M=Oi#H5T&eV6>?(%jU%l4AYzqSVU7lKfo# W#GD+3f};Ga)Z~)l%?B9|vj70(vlrz6 From 9bdd760b4356bf386bcafdc2c23c83e386d79b58 Mon Sep 17 00:00:00 2001 From: preetiail Date: Sun, 7 Oct 2018 15:00:45 +0000 Subject: [PATCH 4/4] Done --- .../__pycache__/__init__.cpython-36.pyc | Bin 193 -> 181 bytes .../__pycache__/build.cpython-36.pyc | Bin 505 -> 545 bytes q04_spearman_correlation/build.py | 7 +++++++ .../tests/__pycache__/__init__.cpython-36.pyc | Bin 199 -> 187 bytes ...st_q04_spearman_correlation.cpython-36.pyc | Bin 1717 -> 1705 bytes 5 files changed, 7 insertions(+) diff --git a/q04_spearman_correlation/__pycache__/__init__.cpython-36.pyc b/q04_spearman_correlation/__pycache__/__init__.cpython-36.pyc index 78682675323d8e4b951373280266bfae3fe10d8b..d3b974132f6470f0257ec9a9ccd3ec76fda029c1 100644 GIT binary patch delta 51 zcmX@exRsH^n3tE!;rE8`r-LS*~JBk$*KCu`6;Or Gv%&$o<`ORe delta 63 zcmdnWc#x69n3tDp*}dkdi5%wIdHNaoxvBbzNg0{?F8Rr&xv6<2#ro+*sg;Q(`MLUu SIXMaiMfq8&$tA@T;!vJ>Cq@$!-g_Mcr9<7N^cOgZ zf5D&9)nB2LmrOml@9yL7zVCkJhj)9@??=nM@0)i7_<@ZO+@EvWQw9wh3rLahL1?kS zRJNVu&f}R^bV@(<5p+lUZ;%EQEPxq~Ar6+K%Xy6JuB}O#QazcB1>0at@Hj6x?Jk1@ zhZ+aqM1u?Q3NN6=09Zy|r`@qCXk_w?Omi7a)BL#ZY30+3E43ZQcUhMiX+4!__D5U!^^p<@NKS jb;{Y+yPdYm8xZitIy@^YJu7G^nc0XT6cI*ZONR0vy*^M9 delta 336 zcmYk1u}T9$5Qca5_Rh;mn$!v@z3MQwB7$NW0x5)TWOF-uId8LJcT-qdXlo$>I}1x6 z!B@G~r_jo|2%3TU`IzDVnRydm(d4M#&tCRk$+n6UpHlk+63sL;Oaem9HGcpZ zZ73oVTIl$Z$ymdb<;nBx;=UxuUkRc!YCj+etfqtz)u2K1Cr*xNEK|Qk<&0Y7&?W{$ zWpysvU9Ez;cFN$@q3lgngA+F|QHs(!x4j*`GZ$0%M!s*0ys`!hHLK>uxh+=)7r_@d z4)0X3rcg~YTsm808T@(-mxEq+T=y*lw?mpI>kk-?HvFIaO9}1U^w?OvYVf2p`EHc* H3^MTpi^EG0 diff --git a/q04_spearman_correlation/build.py b/q04_spearman_correlation/build.py index 557be32..7b98bfb 100644 --- a/q04_spearman_correlation/build.py +++ b/q04_spearman_correlation/build.py @@ -1,8 +1,15 @@ +# %load q04_spearman_correlation/build.py # Default Import import pandas as pd dataframe_1 = pd.read_csv('data/house_prices_multivariate.csv') dataframe_2 = pd.read_csv('data/house_prices_copy.csv') +from scipy.stats import spearmanr # Your code here +def spearman_correlation(): + result=spearmanr(dataframe_1['SalePrice'],dataframe_2['SalePrice']) + return(result[0]) +spearman_correlation() + diff --git a/q04_spearman_correlation/tests/__pycache__/__init__.cpython-36.pyc b/q04_spearman_correlation/tests/__pycache__/__init__.cpython-36.pyc index 495646a3bc5e900ad0593288f8e14eb5f8ed301b..145e4de99c93a11e9b920cd659a613cca1d9693d 100644 GIT binary patch delta 51 zcmX@kxSNr~n3tE!;rE8`r-LS*~JBk$*KCu`6;Or Gvtj|h5E4fK delta 63 zcmdnZc$|^Ln3tF9Mq+E!L=JQ968(()+*JLM~`m;B_?+|<01V*T`@)XKz?{9OIS SoE(LMqWrAX