From 8620f4799432e6352a8b0587e0b22f1032e90479 Mon Sep 17 00:00:00 2001 From: Badr Ghazlane Date: Sun, 26 Sep 2021 15:16:47 +0200 Subject: [PATCH] feat: structure week1 day03 and correct typos --- .../week01/day03/ex01/audit/readme.md | 0 .../day03/ex01/images/w1day03_ex1_plot1.png | Bin 0 -> 9678 bytes .../week01/day03/ex01/readme.md | 28 +++++++++++++++ .../week01/day03/ex02/audit/readme.md | 6 ++++ .../day03/ex02/images/w1day03_ex2_plot1.png | Bin 0 -> 11224 bytes .../week01/day03/ex02/readme.md | 26 ++++++++++++++ .../week01/day03/ex03/audit/readme.md | 12 +++++++ .../day03/ex03/images/w1day03_ex3_plot1.png | Bin 0 -> 27678 bytes .../week01/day03/ex03/readme.md | 18 ++++++++++ .../week01/day03/ex04/audit/readme.md | 15 ++++++++ .../day03/ex04/images/w1day03_ex4_plot1.png | Bin 0 -> 17969 bytes .../week01/day03/ex04/readme.md | 25 +++++++++++++ .../week01/day03/ex05/audit/readme.md | 16 +++++++++ .../day03/ex05/images/w1day03_ex5_plot1.png | Bin 0 -> 13118 bytes .../week01/day03/ex05/readme.md | 18 ++++++++++ .../week01/day03/ex06/audit/readme.md | 23 ++++++++++++ .../day03/ex06/images/w1day03_ex6_plot1.png | Bin 0 -> 43859 bytes .../week01/day03/ex06/readme.md | 34 ++++++++++++++++++ .../week01/day03/ex07/audit/readme.md | 27 ++++++++++++++ .../day03/ex07/images/w1day03_ex7_plot1.png | Bin 0 -> 12886 bytes .../week01/day03/ex07/readme.md | 24 +++++++++++++ one_exercise_per_file/week01/day03/readme.md | 31 ++++++++++++++++ one_md_per_day_format/piscine/Week2/day05.md | 2 +- .../piscine/Week2/weekend.md | 2 +- 24 files changed, 305 insertions(+), 2 deletions(-) create mode 100644 one_exercise_per_file/week01/day03/ex01/audit/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex01/images/w1day03_ex1_plot1.png create mode 100644 one_exercise_per_file/week01/day03/ex01/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex02/audit/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex02/images/w1day03_ex2_plot1.png create mode 100644 one_exercise_per_file/week01/day03/ex02/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex03/audit/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex03/images/w1day03_ex3_plot1.png create mode 100644 one_exercise_per_file/week01/day03/ex03/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex04/audit/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex04/images/w1day03_ex4_plot1.png create mode 100644 one_exercise_per_file/week01/day03/ex04/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex05/audit/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex05/images/w1day03_ex5_plot1.png create mode 100644 one_exercise_per_file/week01/day03/ex05/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex06/audit/readme.md create mode 100644 one_exercise_per_file/week01/day03/ex06/images/w1day03_ex6_plot1.png 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Panda's `.plot()` is a wrapper for `matplotlib.pyplot.plot()`. + +```python + df = pd.DataFrame({ + 'name':['christopher','marion','maria','mia','clement','randy','remi'], + 'age':[70,30,22,19,45,33,20], + 'gender':['M','F','F','F','M','M','M'], + 'state':['california','dc','california','dc','california','new york','porto'], + 'num_children':[4,2,1,0,3,1,0], + 'num_pets':[5,1,0,2,2,2,3] + }) +``` + +1. Reproduce this plot. This plot is called a scatter plot. Do you observe a relationship between the age and the number of children ? + +![alt text][logo_ex2] + +[logo_ex2]: images/w1day03_ex2_plot1.png "Scatter plot ex2" + +The plot has to contain: + +- the title +- name on x-axis +- name on y-axis \ No newline at end of file diff --git a/one_exercise_per_file/week01/day03/ex03/audit/readme.md b/one_exercise_per_file/week01/day03/ex03/audit/readme.md new file mode 100644 index 0000000..49263ca --- /dev/null +++ b/one_exercise_per_file/week01/day03/ex03/audit/readme.md @@ -0,0 +1,12 @@ +1. This question is validated if the plot reproduces the plot in the image and respect those criteria + +- the title +- name on x-axis and y-axis +- x-axis and y-axis are limited to [1,8] +- **style**: + - red dashdot line with a width of 3 + - blue circles with a size of 12 + +![alt text][logo_ex3] + +[logo_ex3]: ../images/w1day03_ex3_plot1.png "Scatter plot ex3" diff --git a/one_exercise_per_file/week01/day03/ex03/images/w1day03_ex3_plot1.png b/one_exercise_per_file/week01/day03/ex03/images/w1day03_ex3_plot1.png new file mode 100644 index 0000000000000000000000000000000000000000..b482eaed70deb70a7118a6f5ec154f5eadeb9442 GIT binary patch literal 27678 zcmeFYWmuHa*Dg*OZTcPU7BN_W@U^E>DL zc0QeR{_m&%T$h(HGd$0;_g-XbHYGL^5)z)AtP~Up38f$WqrrRx-eLZw zGYS4fb9pVNjtO4An5LoNcM4Z&Emt)Mb5{=|XEP)Vdj~tS=PoABW@h#-mJY55s4Wsm zNc2c@Qm@oKQ+MY*Jk{T?bRQk0oql;tWL=P@S@cg8$<$1Xx^m z&Q#e%@Q3{8ij%H86MKzxZFZk_;BHylDQV&Q+Qa>vh?rQr$y@N|e6M5AU6kgnRE{hfgyyBx 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This very useful to compare variables in different ranges. + +Here is the data: + +```python +left_data = [5, 7, 11, 13, 17] +right_data = [0.1, 0.2, 0.4, 0.8, -1.6] +x_axis = [0.0, 1.0, 2.0, 3.0, 4.0] +``` + +1. Reproduce this plot + +![alt text][logo_ex4] + +[logo_ex4]: images/w1day03_ex4_plot1.png "Twin axis plot ex4" + +The plot has to contain: + +- the title +- name on left y-axis and right y-axis +- **style**: + - left data in black + - right data in red \ No newline at end of file diff --git a/one_exercise_per_file/week01/day03/ex05/audit/readme.md b/one_exercise_per_file/week01/day03/ex05/audit/readme.md new file mode 100644 index 0000000..5fccccc --- /dev/null +++ b/one_exercise_per_file/week01/day03/ex05/audit/readme.md @@ -0,0 +1,16 @@ +1. The question is validated if the plot reproduces the image and the given criteria: + +The plot has to contain: + +- 6 subplots: 2 rows, 3 columns +- Keep space between plots: `hspace=0.5` and `wspace=0.5` +- Each plot contains + + - Text (2,3,i) centered at 0.5, 0.5. *Hint*: check the parameter `ha` of `text` + - a title: Title i + +![alt text][logo_ex5] + +[logo_ex5]: images/day03/w1day03_ex5_plot1.png "Subplots ex5" + +Check that the plot has been created with a for loop. \ No newline at end of file diff --git a/one_exercise_per_file/week01/day03/ex05/images/w1day03_ex5_plot1.png b/one_exercise_per_file/week01/day03/ex05/images/w1day03_ex5_plot1.png new file mode 100644 index 0000000000000000000000000000000000000000..d65d4fcf9d36aeaa0be9ea842e1383639ed77f8e GIT binary patch literal 13118 zcmc(Gc|4SD+y7|MCPLYlqEabq$P&s{DMC@!?E8|Tu~QU6l4K_&*+Z5w_BB~bcE--w z$G&gxan*f4@BKdS^W5+A`|IaZpHZJN*L9ueaUREa<9k;@?&x8L!zdK$=*=6_$|w{` zAp9jiNDBY+_(^00yzE0?zj^Nof8Zl2~PEz|LuYq$M>kXCEazhP=k 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Reproduce this plot using a **for loop**: + +![alt text][logo_ex5] + +[logo_ex5]: images/w1day03_ex5_plot1.png "Subplots ex5" + +The plot has to contain: + +- 6 subplots: 2 rows, 3 columns +- Keep space between plots: `hspace=0.5` and `wspace=0.5` +- Each plot contains + + - Text (2,3,i) centered at 0.5, 0.5. *Hint*: check the parameter `ha` of `text` + - a title: Title i \ No newline at end of file diff --git a/one_exercise_per_file/week01/day03/ex06/audit/readme.md b/one_exercise_per_file/week01/day03/ex06/audit/readme.md new file mode 100644 index 0000000..c17063f --- /dev/null +++ b/one_exercise_per_file/week01/day03/ex06/audit/readme.md @@ -0,0 +1,23 @@ +1. 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It is important to **always check the documentation**. + +Plotly comes with a high level interface: Plotly Express. It helps building some complex plots easily. The lesson won't detail the complex examples. Plotly express is quite interesting while using Pandas Dataframes because there are some built-in functions that leverage Pandas Dataframes. + +The plot outputed by Plotly is interactive and can also be dynamic. + +The goal of the exercise is to plot the price of a company. Its price is generated below. + +```python +returns = np.random.randn(50) +price = 100 + np.cumsum(returns) + +dates = pd.date_range(start='2020-09-01', periods=50, freq='B') +df = pd.DataFrame(zip(dates, price), + columns=['Date','Company_A']) +``` + +1. Using **Plotly express**, reproduce the plot in the image. As the data is generated randomly I do not expect you to reproduce the same line. + +![alt text][logo_ex6] + +[logo_ex6]: images/w1day03_ex6_plot1.png "Time series ex6" + +The plot has to contain: + +- title +- x-axis name +- yaxis name + +2. Same question but now using `plotly.graph_objects`. You may need to use `init_notebook_mode` from `plotly.offline`. + +https://plotly.com/python/time-series/e \ No newline at end of file diff --git a/one_exercise_per_file/week01/day03/ex07/audit/readme.md b/one_exercise_per_file/week01/day03/ex07/audit/readme.md new file mode 100644 index 0000000..c6c02fd --- /dev/null +++ b/one_exercise_per_file/week01/day03/ex07/audit/readme.md @@ -0,0 +1,27 @@ +1. This question is validated if the plot is in the image is reproduced given those criteria: + +The plot has to contain: + +- the title +- the legend + +![alt text][logo_ex7] + +[logo_ex7]: ../images/w1day03_ex7_plot1.png "Box plot ex7" + +```python +import plotly.graph_objects as go +import numpy as np + +y0 = np.random.randn(50) +y1 = np.random.randn(50) + 1 # shift mean +y2 = np.random.randn(50) + 2 + +fig = go.Figure() +fig.add_trace(go.Box(y=y0, name='Sample A', + marker_color = 'indianred')) +fig.add_trace(go.Box(y=y1, name = 'Sample B', + marker_color = 'lightseagreen')) + +fig.show() +``` diff --git a/one_exercise_per_file/week01/day03/ex07/images/w1day03_ex7_plot1.png b/one_exercise_per_file/week01/day03/ex07/images/w1day03_ex7_plot1.png new file mode 100644 index 0000000000000000000000000000000000000000..7d871c056c97d8b1ae61ffd743ccefb48b4adb43 GIT binary patch literal 12886 zcmd^lcUY6@wr?Cq8ApNR%pel6a)-a2N98`bfk$80)!$22sL1XvCtuyP?aV% z^bS!_fk1*1Aaqb55Fi8+LI@?fU)=kgyZ3qazUSO??>_gB%kxl@=gY_Yz3*DW({duQ{_MCVV7A{ zttBGOr<-4$@Ovn5>u2F(v&V{E4|^P@umx_U$bJ=|+?z$>rdke3SHdc7N!!WYEM&B< ztvwX@0v0+ecwU(W{00U2cm4zd#r*#GH1Oid55~aHAHO}?FTW`q0D;b4v-=JNy7foZ z_aIQ-zqlR&fv%kTr+nbX2cdoMY~}e}UC!`iwdekcxH8zXiqCsj@IqbUd{;gUv1EKA zfII|e#2a2;_?S7+a{yA90~|$O#CWx9v(Z!)d*NYif=O^nflQzHi3OrVbjou%z4RIw z*G2bIc{ee1OsPiJ)?}}EGiSRZGNj*(vjsd~ki1smi&F1pRqxF|HYXzI6~W$i5g$$W z0+9Q&M>(IWUTMuiTCa64Lsi(#g5c7jN5KB9{?_8tThUgkDPrWkvpM#4+Y*k<@|wxb zHawx!*HSYr7QX%p%&8-(AXoFOigff^DY=aL)`*1_aum3G#J^3pF8FhKBgFJD~|D$5qQH++U@0Hkp^?&>9>|&ea(ico!{q;8nwC;0z0$Ku=8Nygp>S3m4__*4WXTO47ba$`}gi(40*r#0`kI1GkwzMl*x z$D@Pi7U7;ueGVhT53jnS*{HdQt!!1`g-%(9t!&rAC;H0*`|8Xgp%Y!4xLO<o)}5WxD2=#o_Huoo+4nP& z)0u`Nyy;NR7%iO)Uhy9cdmF(_XC@F|u@2TC_OEh!!hVK#exgk3Fu#=Fv~Xq>WktLb zAnCH>IMd}HwUKPoW@>d5lP#KsIc1G?3O;Dqp`5FUj56&;PXm?k*%OJrQESw_>gM01CDeSLTYqwXB!vHChoOBjI$)d>g%vym z0*%^-+_bZ?8eU9t6=?fP(Gh?SEj1QaMg?~0?xWgxOGaVF*2W|Ca>Huvyw$OEssl-j zMo^@Ne)z1B8|o;u!)>gsT6_~Z+qCaOmKcs|aJ;R6Ej5GK54IF7SSQkaV5WxWEu5H( znJ{@vdu!BIgW@8Pa(DBUnm#fh>0qDtx?T=bNyVA!1?8oP9jntY3{RUeUfa@qI$f>Z z<#u~TGZPct_xzDiuWJ-#ae@?`J3`)gRskDt*xuivpvtL{EWyVq1%{?{s{)w{0u76S znmRzwmxUvyvJ-%vZ%I}<);H20?d}!6xtg)>-Dhc|e%W8E$<{e^b)#(?A3+W3NSYb& zH{Jh3U&B8+Dtv?uC+v%W=ZqH@YkIpE$69%($ul!e1l!2SHA{!@myD0*5*eF)pI+^| zutt|p#my&S60{k!Zefr+4Z7@WQn1mauIs{4A5M(vC7J_ORflYLq_2SztF6MW)~=)K z!6|#{Gp%14CfO{Dgv%RP#z+UmXlJ3|h+*OCn9F>MKaprDC|^_lg*v%6K!(_mbUB$D z^c%q`4MlN*R5fAfd~YtkDY@N3V@HPbwKs~<<)z_aMv5h8<$H0>RcQ@jVU=DG?q!|^ zI%JMM$c(ud#(QIn)j_c(lFhRsZ{=jE$=J^9yPw3^czo^@Pz_$D+22OEf6Tsx+X%3Z zvdrGnR@p_^S9xv}X$=E4W3?HtsioDpH74$FvUrqJY>rezD2y{I%XCV^i;+E7!C&Ta zM5>%L;~7l3kpV_^O=l&VYb)|1f_zhoCNFb3C+plzD)-mq0`CsQ8^4q!9Azv#&6uaY z`Z_(eXj6-cfbP@V^0^BG9X|LM=Vp4WYf%N}`(K*3 zF-(=BhNGfLAnrmgYN;zAjw{D4yzI4wGK}^c_5n}>O@6+9J%`5 zKM(8v`Dpsj{0{}MhYqfK3dSoIO7VA9K3!y?WM!so$gS#V?SE#|+#7eBj`MNbVQbqh zjJhG$up6eIsH+*ZH60;m^1gx3LGETS2Hg@DOSF(RQv>3mqpvz^uJIX4mGQE*#)bCf z*NLB8*aNfP}U+ie@NJaDZUMaM(v^W{Nw&~$bMtbPkL`842lufMUORhD< z2sKafLd?&SIS?Wwh&o?@gx(dfYpOY?=XgPby#M9F zBzLo|E+i-|Ty{42q|Vx&qZ;)Og$`bV$xt4uoSmCQ`m!3b30>w&k&N}Mu3s)l&r(_%VNl9EPS9% zlsQ;D&~K2L5Zu7-!{%zL&Be0LZdHUn0#feE)uXlw5yRD};0k+S!CgE4`#WdvlB-@- zT!c$GV)PTFlH+-GHXiFe`GFsMad=*K>)A3<<^DA4bH-R14l@_G)ju91~%Du|WOmk}p(ayImGY0AVB+4`YZ4DI$bJhVfTW!cPF&SYvdDiC&L)74nu<@TRdy(W`3 zjdHV8mc_yBI%X|9FN*o#NOZR4qD!W+^4@?WqnRunFw7Dtgb+8g!fAu$e%L;0D$jgN z-WY}3i>Y}BWF zJprJK7y!yJ;-Gs3n!D3Q8+KQqy#-Sf8Q9R~)n*9AWv7r*rINaFzJ zNh755gCb`{uo#N-^?}nW%K_#1i|bXL^e-)~^OW$_M4PqRQzXjoEXR zReZc2RBY^2Li3*Qkwh97+0RD`iq`V7!bgf#16K1a5&?EwWw;z7j}jkI>{$@yL4~wv zeVpNT^5Txs?jkXoi;`8RN4aWL;2s> z*&3yg4uE2uCi0aP`{v^N0JNfu1zy>rPC@x-71Ua#fIXRpkY+O)$Rpa}1Io3YSbdei zKi+%~ikW)nrmRT7=DfsB4QQ47`McWxHl?KC(r^!en%Q~YO?%oa&et^a`505_OXFoX z?|uh*n_%VajFDg3v0|I?rYE>RiR*9jbBx*dO9bq6i=m1MB`)?eT^Wd zPSbj8b&<%)FD1w>7ZwYx!5nmKSbrQD%{Y$T1q(YOt`a*I#?lH^($kHCXIdnp@l^0) zoksDDSr)54sP#t}Ec^^EvOtCo_6sewM4!qx$8YGb5g#!#;XY9~1(){9AsOIl{0eLC zA)McO4bVs(*>PpM80r2$r9QBR*w-&T*y}2w&$}!u_u9J|r+Z^*igMYF;OiNRdj?$B zK?IX7Qw-@`8r0wGzXV6kd{reuDdk!CZ)6nnI^qVn?-P2^W=-&BqT=5M5 zAxzNW4%|g^9f$I^AiZ|wC)pXaz;C3AroF{jjVAX zvra2;-OGjOq*{ru{~5;2ry>?Un6^G5YqNuPq@q1KRHJU1NpHC;<#L0}T4#-$19lz< z^>e)_3e!olUcRB4YHo6r2vYHUYpPIxzdtu3Cu%`xjwq@^>vXVWe^H)a6SJNFcvPsj z|G7U=20P~_lA##+D_i3jAz20%vd*TkR$}E*z3bJ|1olT{-H;oQg{==h&k+Z#S$YF6 zwAOkGVAz|mfqnSkIq6>e;&?OMF?<-=5zVqrH%e(Yl)~tm!fUm&sksH_v{z!PuWeJ@ zaXSaZ?l375qqPbpCtsebhmo2*-2P;(VtJ#nl zNBM%Tq5gc~@UaN<1hGwXG;?(4#YyI}PsHXLj8W<0vlko@VUVChs|COA2wI7qQsMhp zAzAnr61xu^FKrz(8fSLy3BWl+ut1}+LugIpOn;`D40&?H-KHV9NVOuY!*`tmMcG>W zC6wZ=io7jjxXsTn)6`Zf8DgDIwH(H5ZRu5954ofPF_@do(&Ai51%$nwaOzysdQB{ zt~HlFX<*+T>RM#tk~ZMHKP;hF2OUxG$3IqG^kc6CU21e^6}cc9>fKEpg1vXre7VeL znDJw8v{WpkH^(F#8(7$l46C8l+*G|tJHKphoWe?^@zw-!k^aNf+DU*?$4C~{p402t zaX^Rk<=c-n1RSbvc6CNxg54Gp559sYUn;C9RoWFQy*Y^4rSH)%)zuf*hwVBSMX`S7 zEUa1^rRWiJQa{uSEXN|Xd(12|*^1Q8c6r4*z724+()D-C&wj=JHi5E}NrKVb5kCIu;2|;d2 z)%ojQ_=1Hm@4?{ICp@&VE_+9BrnZHfSJ#iuvBWxIhH1gzCWt(Lvx#VmmY(-L*+?bRH z5r}t>C!mDR36(EjQIRXLB;y*>dU-oO;}0<+R497+)!!eI1awS{WID_MXaz#~; 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It is t is a method for graphically depicting groups of numerical data through their quartiles and values as min, max. It allows to compare quickly some variables. + +Let us generate 3 random arrays from a normal distribution. And for each array add respectively 1, 2 to the normal distribution. + +```python +y0 = np.random.randn(50) +y1 = np.random.randn(50) + 1 # shift mean +y2 = np.random.randn(50) + 2 +``` + +1. Plot in the same Figure 2 box plots as shown in the image. In this exercise the style is not important. + +![alt text][logo_ex7] + +[logo_ex7]: images/day03/w1day03_ex7_plot1.png "Box plot ex7" + +The plot has to contain: + +- the title +- the legend + +https://plotly.com/python/box-plots/ diff --git a/one_exercise_per_file/week01/day03/readme.md b/one_exercise_per_file/week01/day03/readme.md new file mode 100644 index 0000000..1b5a637 --- /dev/null +++ b/one_exercise_per_file/week01/day03/readme.md @@ -0,0 +1,31 @@ +# D03 Piscine AI - Data Science + +Author: + +# Introduction + +While working on a dataset it is important to check the distribution of the data. Obviously, for most of humans it is difficult to visualize the data in more than 3 dimensions + +Viz is important to understand the data and to show results. We have already seen there are some basinc viz functionalities in Pandas. +Now we'll discover two of the most know viz libraries in Python: + +- Pandas viz +- Matplotlib +- Plotly + +Pandas viz is pratique: rapid plot, relies on Matplotlib. (check matplotlib doc sometimes not all params are detailed in pandas doc) +For more elaborate plots Matplotlib is necessary + +And finaly Plotly is a interactive plot library.s + +## Rules + +Always a title, legend, ...s + +## Ressources +s +https://matplotlib.org/3.3.3/tutorials/index.html +https://towardsdatascience.com/matplotlib-tutorial-learn-basics-of-pythons-powerful-plotting-library-b5d1b8f67596 + +https://github.com/rougier/matplotlib-tutorial +https://jakevdp.github.io/PythonDataScienceHandbook/05.13-kernel-density-estimation.html \ No newline at end of file diff --git a/one_md_per_day_format/piscine/Week2/day05.md b/one_md_per_day_format/piscine/Week2/day05.md index b9700d8..382e620 100644 --- a/one_md_per_day_format/piscine/Week2/day05.md +++ b/one_md_per_day_format/piscine/Week2/day05.md @@ -1,4 +1,4 @@ -# D04 Piscine AI - Data Science +# D05 Piscine AI - Data Science # Table of Contents: diff --git a/one_md_per_day_format/piscine/Week2/weekend.md b/one_md_per_day_format/piscine/Week2/weekend.md index 7255171..19a9dd5 100644 --- a/one_md_per_day_format/piscine/Week2/weekend.md +++ b/one_md_per_day_format/piscine/Week2/weekend.md @@ -1,4 +1,4 @@ -Forest Cover Type Prediction +# Forest Cover Type Prediction The goal of this project is to use cartographic variables to classify forest categories. You will have to analyse the data, create features and to train a machine learning model on the cartographic data to make it as accurate as possible.