Skip to content

M
mooc-rr
Commit d6f4b902 authored by templier_w56's avatar templier_w56
Browse files
Options

exo2.3.2

parent 859b113a
Hide whitespace changes
Inline Side-by-side
Showing with 1021 additions and 0 deletions
module2/exo3/exercice_fr.html
View file @ d6f4b902
......@@ -13356,6 +13356,957 @@ minimum = 2.8
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Partie-2:-repr&#233;sentation-graphique">Partie 2: repr&#233;sentation graphique<a class="anchor-link" href="#Partie-2:-repr&#233;sentation-graphique">&#182;</a></h2><h3 id="Sequence-plot"><em>Sequence plot</em><a class="anchor-link" href="#Sequence-plot">&#182;</a></h3>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[6]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area">
<div class="prompt"></div>
<div class="output_svg output_subarea ">
<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Created with matplotlib (https://matplotlib.org/) -->
<svg height="248.518125pt" version="1.1" viewBox="0 0 368.925 248.518125" width="368.925pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<defs>
<style type="text/css">
*{stroke-linecap:butt;stroke-linejoin:round;}
</style>
</defs>
<g id="figure_1">
<g id="patch_1">
<path d="M -0 248.518125
L 368.925 248.518125
L 368.925 0
L -0 0
z
" style="fill:none;"/>
</g>
<g id="axes_1">
<g id="patch_2">
<path d="M 26.925 224.64
L 361.725 224.64
L 361.725 7.2
L 26.925 7.2
z
" style="fill:#ffffff;"/>
</g>
<g id="matplotlib.axis_1">
<g id="xtick_1">
<g id="line2d_1">
<defs>
<path d="M 0 0
L 0 3.5
" id="m08c3585658" style="stroke:#000000;stroke-width:0.8;"/>
</defs>
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="42.143182" xlink:href="#m08c3585658" y="224.64"/>
</g>
</g>
<g id="text_1">
<!-- 0 -->
<defs>
<path d="M 31.78125 66.40625
Q 24.171875 66.40625 20.328125 58.90625
Q 16.5 51.421875 16.5 36.375
Q 16.5 21.390625 20.328125 13.890625
Q 24.171875 6.390625 31.78125 6.390625
Q 39.453125 6.390625 43.28125 13.890625
Q 47.125 21.390625 47.125 36.375
Q 47.125 51.421875 43.28125 58.90625
Q 39.453125 66.40625 31.78125 66.40625
z
M 31.78125 74.21875
Q 44.046875 74.21875 50.515625 64.515625
Q 56.984375 54.828125 56.984375 36.375
Q 56.984375 17.96875 50.515625 8.265625
Q 44.046875 -1.421875 31.78125 -1.421875
Q 19.53125 -1.421875 13.0625 8.265625
Q 6.59375 17.96875 6.59375 36.375
Q 6.59375 54.828125 13.0625 64.515625
Q 19.53125 74.21875 31.78125 74.21875
z
" id="DejaVuSans-48"/>
</defs>
<g transform="translate(38.961932 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="xtick_2">
<g id="line2d_2">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="103.630785" xlink:href="#m08c3585658" y="224.64"/>
</g>
</g>
<g id="text_2">
<!-- 20 -->
<defs>
<path d="M 19.1875 8.296875
L 53.609375 8.296875
L 53.609375 0
L 7.328125 0
L 7.328125 8.296875
Q 12.9375 14.109375 22.625 23.890625
Q 32.328125 33.6875 34.8125 36.53125
Q 39.546875 41.84375 41.421875 45.53125
Q 43.3125 49.21875 43.3125 52.78125
Q 43.3125 58.59375 39.234375 62.25
Q 35.15625 65.921875 28.609375 65.921875
Q 23.96875 65.921875 18.8125 64.3125
Q 13.671875 62.703125 7.8125 59.421875
L 7.8125 69.390625
Q 13.765625 71.78125 18.9375 73
Q 24.125 74.21875 28.421875 74.21875
Q 39.75 74.21875 46.484375 68.546875
Q 53.21875 62.890625 53.21875 53.421875
Q 53.21875 48.921875 51.53125 44.890625
Q 49.859375 40.875 45.40625 35.40625
Q 44.1875 33.984375 37.640625 27.21875
Q 31.109375 20.453125 19.1875 8.296875
z
" id="DejaVuSans-50"/>
</defs>
<g transform="translate(97.268285 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-50"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="xtick_3">
<g id="line2d_3">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="165.118388" xlink:href="#m08c3585658" y="224.64"/>
</g>
</g>
<g id="text_3">
<!-- 40 -->
<defs>
<path d="M 37.796875 64.3125
L 12.890625 25.390625
L 37.796875 25.390625
z
M 35.203125 72.90625
L 47.609375 72.90625
L 47.609375 25.390625
L 58.015625 25.390625
L 58.015625 17.1875
L 47.609375 17.1875
L 47.609375 0
L 37.796875 0
L 37.796875 17.1875
L 4.890625 17.1875
L 4.890625 26.703125
z
" id="DejaVuSans-52"/>
</defs>
<g transform="translate(158.755888 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-52"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="xtick_4">
<g id="line2d_4">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="226.605992" xlink:href="#m08c3585658" y="224.64"/>
</g>
</g>
<g id="text_4">
<!-- 60 -->
<defs>
<path d="M 33.015625 40.375
Q 26.375 40.375 22.484375 35.828125
Q 18.609375 31.296875 18.609375 23.390625
Q 18.609375 15.53125 22.484375 10.953125
Q 26.375 6.390625 33.015625 6.390625
Q 39.65625 6.390625 43.53125 10.953125
Q 47.40625 15.53125 47.40625 23.390625
Q 47.40625 31.296875 43.53125 35.828125
Q 39.65625 40.375 33.015625 40.375
z
M 52.59375 71.296875
L 52.59375 62.3125
Q 48.875 64.0625 45.09375 64.984375
Q 41.3125 65.921875 37.59375 65.921875
Q 27.828125 65.921875 22.671875 59.328125
Q 17.53125 52.734375 16.796875 39.40625
Q 19.671875 43.65625 24.015625 45.921875
Q 28.375 48.1875 33.59375 48.1875
Q 44.578125 48.1875 50.953125 41.515625
Q 57.328125 34.859375 57.328125 23.390625
Q 57.328125 12.15625 50.6875 5.359375
Q 44.046875 -1.421875 33.015625 -1.421875
Q 20.359375 -1.421875 13.671875 8.265625
Q 6.984375 17.96875 6.984375 36.375
Q 6.984375 53.65625 15.1875 63.9375
Q 23.390625 74.21875 37.203125 74.21875
Q 40.921875 74.21875 44.703125 73.484375
Q 48.484375 72.75 52.59375 71.296875
z
" id="DejaVuSans-54"/>
</defs>
<g transform="translate(220.243492 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-54"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="xtick_5">
<g id="line2d_5">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="288.093595" xlink:href="#m08c3585658" y="224.64"/>
</g>
</g>
<g id="text_5">
<!-- 80 -->
<defs>
<path d="M 31.78125 34.625
Q 24.75 34.625 20.71875 30.859375
Q 16.703125 27.09375 16.703125 20.515625
Q 16.703125 13.921875 20.71875 10.15625
Q 24.75 6.390625 31.78125 6.390625
Q 38.8125 6.390625 42.859375 10.171875
Q 46.921875 13.96875 46.921875 20.515625
Q 46.921875 27.09375 42.890625 30.859375
Q 38.875 34.625 31.78125 34.625
z
M 21.921875 38.8125
Q 15.578125 40.375 12.03125 44.71875
Q 8.5 49.078125 8.5 55.328125
Q 8.5 64.0625 14.71875 69.140625
Q 20.953125 74.21875 31.78125 74.21875
Q 42.671875 74.21875 48.875 69.140625
Q 55.078125 64.0625 55.078125 55.328125
Q 55.078125 49.078125 51.53125 44.71875
Q 48 40.375 41.703125 38.8125
Q 48.828125 37.15625 52.796875 32.3125
Q 56.78125 27.484375 56.78125 20.515625
Q 56.78125 9.90625 50.3125 4.234375
Q 43.84375 -1.421875 31.78125 -1.421875
Q 19.734375 -1.421875 13.25 4.234375
Q 6.78125 9.90625 6.78125 20.515625
Q 6.78125 27.484375 10.78125 32.3125
Q 14.796875 37.15625 21.921875 38.8125
z
M 18.3125 54.390625
Q 18.3125 48.734375 21.84375 45.5625
Q 25.390625 42.390625 31.78125 42.390625
Q 38.140625 42.390625 41.71875 45.5625
Q 45.3125 48.734375 45.3125 54.390625
Q 45.3125 60.0625 41.71875 63.234375
Q 38.140625 66.40625 31.78125 66.40625
Q 25.390625 66.40625 21.84375 63.234375
Q 18.3125 60.0625 18.3125 54.390625
z
" id="DejaVuSans-56"/>
</defs>
<g transform="translate(281.731095 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-56"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="xtick_6">
<g id="line2d_6">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="349.581198" xlink:href="#m08c3585658" y="224.64"/>
</g>
</g>
<g id="text_6">
<!-- 100 -->
<defs>
<path d="M 12.40625 8.296875
L 28.515625 8.296875
L 28.515625 63.921875
L 10.984375 60.40625
L 10.984375 69.390625
L 28.421875 72.90625
L 38.28125 72.90625
L 38.28125 8.296875
L 54.390625 8.296875
L 54.390625 0
L 12.40625 0
z
" id="DejaVuSans-49"/>
</defs>
<g transform="translate(340.037448 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-49"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
<use x="127.246094" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
</g>
<g id="matplotlib.axis_2">
<g id="ytick_1">
<g id="line2d_7">
<defs>
<path d="M 0 0
L -3.5 0
" id="m03d8609764" style="stroke:#000000;stroke-width:0.8;"/>
</defs>
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m03d8609764" y="193.645684"/>
</g>
</g>
<g id="text_7">
<!-- 5 -->
<defs>
<path d="M 10.796875 72.90625
L 49.515625 72.90625
L 49.515625 64.59375
L 19.828125 64.59375
L 19.828125 46.734375
Q 21.96875 47.46875 24.109375 47.828125
Q 26.265625 48.1875 28.421875 48.1875
Q 40.625 48.1875 47.75 41.5
Q 54.890625 34.8125 54.890625 23.390625
Q 54.890625 11.625 47.5625 5.09375
Q 40.234375 -1.421875 26.90625 -1.421875
Q 22.3125 -1.421875 17.546875 -0.640625
Q 12.796875 0.140625 7.71875 1.703125
L 7.71875 11.625
Q 12.109375 9.234375 16.796875 8.0625
Q 21.484375 6.890625 26.703125 6.890625
Q 35.15625 6.890625 40.078125 11.328125
Q 45.015625 15.765625 45.015625 23.390625
Q 45.015625 31 40.078125 35.4375
Q 35.15625 39.890625 26.703125 39.890625
Q 22.75 39.890625 18.8125 39.015625
Q 14.890625 38.140625 10.796875 36.28125
z
" id="DejaVuSans-53"/>
</defs>
<g transform="translate(13.5625 197.444903)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-53"/>
</g>
</g>
</g>
<g id="ytick_2">
<g id="line2d_8">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m03d8609764" y="145.666867"/>
</g>
</g>
<g id="text_8">
<!-- 10 -->
<g transform="translate(7.2 149.466085)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-49"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="ytick_3">
<g id="line2d_9">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m03d8609764" y="97.688049"/>
</g>
</g>
<g id="text_9">
<!-- 15 -->
<g transform="translate(7.2 101.487268)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-49"/>
<use x="63.623047" xlink:href="#DejaVuSans-53"/>
</g>
</g>
</g>
<g id="ytick_4">
<g id="line2d_10">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m03d8609764" y="49.709232"/>
</g>
</g>
<g id="text_10">
<!-- 20 -->
<g transform="translate(7.2 53.508451)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-50"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
</g>
<g id="line2d_11">
<path clip-path="url(#p73a9c59457)" d="M 42.143182 107.283813
L 45.217562 168.696699
L 48.291942 134.151951
L 51.366322 118.798729
L 54.440702 121.677458
L 57.515083 146.626443
L 60.589463 98.647626
L 63.663843 151.424325
L 66.738223 79.456099
L 69.812603 143.747714
L 72.886983 98.647626
L 75.961364 67.941183
L 79.035744 171.575428
L 82.110124 147.586019
L 85.184504 137.03068
L 88.258884 124.556187
L 91.333264 146.626443
L 94.407645 213.796787
L 97.482025 214.756364
L 100.556405 93.849744
L 103.630785 90.971015
L 106.705165 148.545596
L 109.779545 115.92
L 112.853926 114.960424
L 115.928306 123.596611
L 119.002686 129.354069
L 122.077066 88.092286
L 125.151446 122.637034
L 128.225826 69.860335
L 131.300207 124.556187
L 134.374587 86.173133
L 137.448967 62.183725
L 140.523347 156.222207
L 143.597727 127.434916
L 146.672107 125.515763
L 149.746488 101.526355
L 152.820868 125.515763
L 155.895248 196.524413
L 158.969628 204.201024
L 162.044008 79.456099
L 165.118388 80.415675
L 168.192769 133.192374
L 171.267149 103.445508
L 174.341529 90.971015
L 177.415909 107.283813
L 180.490289 111.122118
L 183.564669 68.900759
L 186.63905 111.122118
L 189.71343 50.668808
L 192.78781 110.162542
L 195.86219 78.496523
L 198.93657 44.91135
L 202.01095 146.626443
L 205.085331 121.677458
L 208.159711 114.960424
L 211.234091 87.13271
L 214.308471 112.081695
L 217.382851 181.171192
L 220.457231 180.211615
L 223.531612 72.739064
L 226.605992 58.345419
L 229.680372 118.798729
L 232.754752 92.890168
L 235.829132 85.213557
L 238.903512 95.768897
L 241.977893 101.526355
L 245.052273 58.345419
L 248.126653 103.445508
L 251.201033 36.275163
L 254.275413 96.728473
L 257.349793 53.547538
L 260.424174 33.396434
L 263.498554 133.192374
L 266.572934 97.688049
L 269.647314 104.405084
L 272.721694 80.415675
L 275.796074 107.283813
L 278.870455 176.37331
L 281.944835 162.939241
L 285.019215 50.668808
L 288.093595 45.870927
L 291.167975 101.526355
L 294.242355 84.253981
L 297.316736 62.183725
L 300.391116 80.415675
L 303.465496 90.011439
L 306.539876 45.870927
L 309.614256 90.011439
L 312.688636 26.6794
L 315.763017 86.173133
L 318.837397 46.830503
L 321.911777 17.083636
L 324.986157 125.515763
L 328.060537 92.890168
L 331.134917 93.849744
L 334.209298 65.062454
L 337.283678 90.971015
L 340.358058 143.747714
L 343.432438 156.222207
L 346.506818 40.113469
" style="fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;"/>
</g>
<g id="patch_3">
<path d="M 26.925 224.64
L 26.925 7.2
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
</g>
<g id="patch_4">
<path d="M 361.725 224.64
L 361.725 7.2
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
</g>
<g id="patch_5">
<path d="M 26.925 224.64
L 361.725 224.64
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
</g>
<g id="patch_6">
<path d="M 26.925 7.2
L 361.725 7.2
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
</g>
</g>
</g>
<defs>
<clipPath id="p73a9c59457">
<rect height="217.44" width="334.8" x="26.925" y="7.2"/>
</clipPath>
</defs>
</svg>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h3 id="Histogramme">Histogramme<a class="anchor-link" href="#Histogramme">&#182;</a></h3>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[7]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">hist</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">edgecolor</span> <span class="o">=</span> <span class="s1">&#39;black&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area">
<div class="prompt"></div>
<div class="output_svg output_subarea ">
<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Created with matplotlib (https://matplotlib.org/) -->
<svg height="248.518125pt" version="1.1" viewBox="0 0 368.925 248.518125" width="368.925pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<defs>
<style type="text/css">
*{stroke-linecap:butt;stroke-linejoin:round;}
</style>
</defs>
<g id="figure_1">
<g id="patch_1">
<path d="M -0 248.518125
L 368.925 248.518125
L 368.925 0
L -0 0
z
" style="fill:none;"/>
</g>
<g id="axes_1">
<g id="patch_2">
<path d="M 26.925 224.64
L 361.725 224.64
L 361.725 7.2
L 26.925 7.2
z
" style="fill:#ffffff;"/>
</g>
<g id="patch_3">
<path clip-path="url(#p60435fe8c3)" d="M 42.143182 224.64
L 72.579545 224.64
L 72.579545 186.988052
L 42.143182 186.988052
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_4">
<path clip-path="url(#p60435fe8c3)" d="M 72.579545 224.64
L 103.015909 224.64
L 103.015909 196.401039
L 72.579545 196.401039
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_5">
<path clip-path="url(#p60435fe8c3)" d="M 103.015909 224.64
L 133.452273 224.64
L 133.452273 177.575065
L 103.015909 177.575065
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_6">
<path clip-path="url(#p60435fe8c3)" d="M 133.452273 224.64
L 163.888636 224.64
L 163.888636 139.923117
L 133.452273 139.923117
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_7">
<path clip-path="url(#p60435fe8c3)" d="M 163.888636 224.64
L 194.325 224.64
L 194.325 74.032208
L 163.888636 74.032208
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_8">
<path clip-path="url(#p60435fe8c3)" d="M 194.325 224.64
L 224.761364 224.64
L 224.761364 36.38026
L 194.325 36.38026
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_9">
<path clip-path="url(#p60435fe8c3)" d="M 224.761364 224.64
L 255.197727 224.64
L 255.197727 17.554286
L 224.761364 17.554286
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_10">
<path clip-path="url(#p60435fe8c3)" d="M 255.197727 224.64
L 285.634091 224.64
L 285.634091 139.923117
L 255.197727 139.923117
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_11">
<path clip-path="url(#p60435fe8c3)" d="M 285.634091 224.64
L 316.070455 224.64
L 316.070455 149.336104
L 285.634091 149.336104
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="patch_12">
<path clip-path="url(#p60435fe8c3)" d="M 316.070455 224.64
L 346.506818 224.64
L 346.506818 186.988052
L 316.070455 186.988052
z
" style="fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;"/>
</g>
<g id="matplotlib.axis_1">
<g id="xtick_1">
<g id="line2d_1">
<defs>
<path d="M 0 0
L 0 3.5
" id="m913e7b1ff6" style="stroke:#000000;stroke-width:0.8;"/>
</defs>
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="74.648036" xlink:href="#m913e7b1ff6" y="224.64"/>
</g>
</g>
<g id="text_1">
<!-- 5 -->
<defs>
<path d="M 10.796875 72.90625
L 49.515625 72.90625
L 49.515625 64.59375
L 19.828125 64.59375
L 19.828125 46.734375
Q 21.96875 47.46875 24.109375 47.828125
Q 26.265625 48.1875 28.421875 48.1875
Q 40.625 48.1875 47.75 41.5
Q 54.890625 34.8125 54.890625 23.390625
Q 54.890625 11.625 47.5625 5.09375
Q 40.234375 -1.421875 26.90625 -1.421875
Q 22.3125 -1.421875 17.546875 -0.640625
Q 12.796875 0.140625 7.71875 1.703125
L 7.71875 11.625
Q 12.109375 9.234375 16.796875 8.0625
Q 21.484375 6.890625 26.703125 6.890625
Q 35.15625 6.890625 40.078125 11.328125
Q 45.015625 15.765625 45.015625 23.390625
Q 45.015625 31 40.078125 35.4375
Q 35.15625 39.890625 26.703125 39.890625
Q 22.75 39.890625 18.8125 39.015625
Q 14.890625 38.140625 10.796875 36.28125
z
" id="DejaVuSans-53"/>
</defs>
<g transform="translate(71.466786 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-53"/>
</g>
</g>
</g>
<g id="xtick_2">
<g id="line2d_2">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="148.522705" xlink:href="#m913e7b1ff6" y="224.64"/>
</g>
</g>
<g id="text_2">
<!-- 10 -->
<defs>
<path d="M 12.40625 8.296875
L 28.515625 8.296875
L 28.515625 63.921875
L 10.984375 60.40625
L 10.984375 69.390625
L 28.421875 72.90625
L 38.28125 72.90625
L 38.28125 8.296875
L 54.390625 8.296875
L 54.390625 0
L 12.40625 0
z
" id="DejaVuSans-49"/>
<path d="M 31.78125 66.40625
Q 24.171875 66.40625 20.328125 58.90625
Q 16.5 51.421875 16.5 36.375
Q 16.5 21.390625 20.328125 13.890625
Q 24.171875 6.390625 31.78125 6.390625
Q 39.453125 6.390625 43.28125 13.890625
Q 47.125 21.390625 47.125 36.375
Q 47.125 51.421875 43.28125 58.90625
Q 39.453125 66.40625 31.78125 66.40625
z
M 31.78125 74.21875
Q 44.046875 74.21875 50.515625 64.515625
Q 56.984375 54.828125 56.984375 36.375
Q 56.984375 17.96875 50.515625 8.265625
Q 44.046875 -1.421875 31.78125 -1.421875
Q 19.53125 -1.421875 13.0625 8.265625
Q 6.59375 17.96875 6.59375 36.375
Q 6.59375 54.828125 13.0625 64.515625
Q 19.53125 74.21875 31.78125 74.21875
z
" id="DejaVuSans-48"/>
</defs>
<g transform="translate(142.160205 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-49"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="xtick_3">
<g id="line2d_3">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="222.397374" xlink:href="#m913e7b1ff6" y="224.64"/>
</g>
</g>
<g id="text_3">
<!-- 15 -->
<g transform="translate(216.034874 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-49"/>
<use x="63.623047" xlink:href="#DejaVuSans-53"/>
</g>
</g>
</g>
<g id="xtick_4">
<g id="line2d_4">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="296.272043" xlink:href="#m913e7b1ff6" y="224.64"/>
</g>
</g>
<g id="text_4">
<!-- 20 -->
<defs>
<path d="M 19.1875 8.296875
L 53.609375 8.296875
L 53.609375 0
L 7.328125 0
L 7.328125 8.296875
Q 12.9375 14.109375 22.625 23.890625
Q 32.328125 33.6875 34.8125 36.53125
Q 39.546875 41.84375 41.421875 45.53125
Q 43.3125 49.21875 43.3125 52.78125
Q 43.3125 58.59375 39.234375 62.25
Q 35.15625 65.921875 28.609375 65.921875
Q 23.96875 65.921875 18.8125 64.3125
Q 13.671875 62.703125 7.8125 59.421875
L 7.8125 69.390625
Q 13.765625 71.78125 18.9375 73
Q 24.125 74.21875 28.421875 74.21875
Q 39.75 74.21875 46.484375 68.546875
Q 53.21875 62.890625 53.21875 53.421875
Q 53.21875 48.921875 51.53125 44.890625
Q 49.859375 40.875 45.40625 35.40625
Q 44.1875 33.984375 37.640625 27.21875
Q 31.109375 20.453125 19.1875 8.296875
z
" id="DejaVuSans-50"/>
</defs>
<g transform="translate(289.909543 239.238437)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-50"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
</g>
<g id="matplotlib.axis_2">
<g id="ytick_1">
<g id="line2d_5">
<defs>
<path d="M 0 0
L -3.5 0
" id="m50206eb5fd" style="stroke:#000000;stroke-width:0.8;"/>
</defs>
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m50206eb5fd" y="224.64"/>
</g>
</g>
<g id="text_5">
<!-- 0 -->
<g transform="translate(13.5625 228.439219)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="ytick_2">
<g id="line2d_6">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m50206eb5fd" y="177.575065"/>
</g>
</g>
<g id="text_6">
<!-- 5 -->
<g transform="translate(13.5625 181.374284)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-53"/>
</g>
</g>
</g>
<g id="ytick_3">
<g id="line2d_7">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m50206eb5fd" y="130.51013"/>
</g>
</g>
<g id="text_7">
<!-- 10 -->
<g transform="translate(7.2 134.309349)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-49"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
<g id="ytick_4">
<g id="line2d_8">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m50206eb5fd" y="83.445195"/>
</g>
</g>
<g id="text_8">
<!-- 15 -->
<g transform="translate(7.2 87.244414)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-49"/>
<use x="63.623047" xlink:href="#DejaVuSans-53"/>
</g>
</g>
</g>
<g id="ytick_5">
<g id="line2d_9">
<g>
<use style="stroke:#000000;stroke-width:0.8;" x="26.925" xlink:href="#m50206eb5fd" y="36.38026"/>
</g>
</g>
<g id="text_9">
<!-- 20 -->
<g transform="translate(7.2 40.179478)scale(0.1 -0.1)">
<use xlink:href="#DejaVuSans-50"/>
<use x="63.623047" xlink:href="#DejaVuSans-48"/>
</g>
</g>
</g>
</g>
<g id="patch_13">
<path d="M 26.925 224.64
L 26.925 7.2
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
</g>
<g id="patch_14">
<path d="M 361.725 224.64
L 361.725 7.2
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
</g>
<g id="patch_15">
<path d="M 26.925 224.64
L 361.725 224.64
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
</g>
<g id="patch_16">
<path d="M 26.925 7.2
L 361.725 7.2
" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
</g>
</g>
</g>
<defs>
<clipPath id="p60435fe8c3">
<rect height="217.44" width="334.8" x="26.925" y="7.2"/>
</clipPath>
</defs>
</svg>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span>
</pre></div>
</div>
</div>
</div>
</div>
</div>
</div>
......
module2/exo3/exercice_fr.ipynb
View file @ d6f4b902
......@@ -118,6 +118,76 @@
"ec = stdev(data)\n",
"print(f\"écart-type = {ec}\")"
]
},
{
"source": [
"## Partie 2: représentation graphique\n",
"\n",
"### _Sequence plot_"
],
"cell_type": "markdown",
"metadata": {}
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 432x288 with 1 Axes>",
"image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 368.925 248.518125\" width=\"368.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <defs>\n <style type=\"text/css\">\n*{stroke-linecap:butt;stroke-linejoin:round;}\n </style>\n </defs>\n <g id=\"figure_1\">\n <g id=\"patch_1\">\n <path d=\"M -0 248.518125 \nL 368.925 248.518125 \nL 368.925 0 \nL -0 0 \nz\n\" style=\"fill:none;\"/>\n </g>\n <g id=\"axes_1\">\n <g id=\"patch_2\">\n <path d=\"M 26.925 224.64 \nL 361.725 224.64 \nL 361.725 7.2 \nL 26.925 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n </g>\n <g id=\"matplotlib.axis_1\">\n <g id=\"xtick_1\">\n <g id=\"line2d_1\">\n <defs>\n <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m08c3585658\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n </defs>\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.143182\" xlink:href=\"#m08c3585658\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_1\">\n <!-- 0 -->\n <defs>\n <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n </defs>\n <g transform=\"translate(38.961932 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_2\">\n <g id=\"line2d_2\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"103.630785\" xlink:href=\"#m08c3585658\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_2\">\n <!-- 20 -->\n <defs>\n <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n </defs>\n <g transform=\"translate(97.268285 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-50\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_3\">\n <g id=\"line2d_3\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"165.118388\" xlink:href=\"#m08c3585658\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_3\">\n <!-- 40 -->\n <defs>\n <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-52\"/>\n </defs>\n <g transform=\"translate(158.755888 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-52\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_4\">\n <g id=\"line2d_4\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"226.605992\" xlink:href=\"#m08c3585658\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_4\">\n <!-- 60 -->\n <defs>\n <path d=\"M 33.015625 40.375 \nQ 26.375 40.375 22.484375 35.828125 \nQ 18.609375 31.296875 18.609375 23.390625 \nQ 18.609375 15.53125 22.484375 10.953125 \nQ 26.375 6.390625 33.015625 6.390625 \nQ 39.65625 6.390625 43.53125 10.953125 \nQ 47.40625 15.53125 47.40625 23.390625 \nQ 47.40625 31.296875 43.53125 35.828125 \nQ 39.65625 40.375 33.015625 40.375 \nz\nM 52.59375 71.296875 \nL 52.59375 62.3125 \nQ 48.875 64.0625 45.09375 64.984375 \nQ 41.3125 65.921875 37.59375 65.921875 \nQ 27.828125 65.921875 22.671875 59.328125 \nQ 17.53125 52.734375 16.796875 39.40625 \nQ 19.671875 43.65625 24.015625 45.921875 \nQ 28.375 48.1875 33.59375 48.1875 \nQ 44.578125 48.1875 50.953125 41.515625 \nQ 57.328125 34.859375 57.328125 23.390625 \nQ 57.328125 12.15625 50.6875 5.359375 \nQ 44.046875 -1.421875 33.015625 -1.421875 \nQ 20.359375 -1.421875 13.671875 8.265625 \nQ 6.984375 17.96875 6.984375 36.375 \nQ 6.984375 53.65625 15.1875 63.9375 \nQ 23.390625 74.21875 37.203125 74.21875 \nQ 40.921875 74.21875 44.703125 73.484375 \nQ 48.484375 72.75 52.59375 71.296875 \nz\n\" id=\"DejaVuSans-54\"/>\n </defs>\n <g transform=\"translate(220.243492 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-54\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_5\">\n <g id=\"line2d_5\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"288.093595\" xlink:href=\"#m08c3585658\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_5\">\n <!-- 80 -->\n <defs>\n <path d=\"M 31.78125 34.625 \nQ 24.75 34.625 20.71875 30.859375 \nQ 16.703125 27.09375 16.703125 20.515625 \nQ 16.703125 13.921875 20.71875 10.15625 \nQ 24.75 6.390625 31.78125 6.390625 \nQ 38.8125 6.390625 42.859375 10.171875 \nQ 46.921875 13.96875 46.921875 20.515625 \nQ 46.921875 27.09375 42.890625 30.859375 \nQ 38.875 34.625 31.78125 34.625 \nz\nM 21.921875 38.8125 \nQ 15.578125 40.375 12.03125 44.71875 \nQ 8.5 49.078125 8.5 55.328125 \nQ 8.5 64.0625 14.71875 69.140625 \nQ 20.953125 74.21875 31.78125 74.21875 \nQ 42.671875 74.21875 48.875 69.140625 \nQ 55.078125 64.0625 55.078125 55.328125 \nQ 55.078125 49.078125 51.53125 44.71875 \nQ 48 40.375 41.703125 38.8125 \nQ 48.828125 37.15625 52.796875 32.3125 \nQ 56.78125 27.484375 56.78125 20.515625 \nQ 56.78125 9.90625 50.3125 4.234375 \nQ 43.84375 -1.421875 31.78125 -1.421875 \nQ 19.734375 -1.421875 13.25 4.234375 \nQ 6.78125 9.90625 6.78125 20.515625 \nQ 6.78125 27.484375 10.78125 32.3125 \nQ 14.796875 37.15625 21.921875 38.8125 \nz\nM 18.3125 54.390625 \nQ 18.3125 48.734375 21.84375 45.5625 \nQ 25.390625 42.390625 31.78125 42.390625 \nQ 38.140625 42.390625 41.71875 45.5625 \nQ 45.3125 48.734375 45.3125 54.390625 \nQ 45.3125 60.0625 41.71875 63.234375 \nQ 38.140625 66.40625 31.78125 66.40625 \nQ 25.390625 66.40625 21.84375 63.234375 \nQ 18.3125 60.0625 18.3125 54.390625 \nz\n\" id=\"DejaVuSans-56\"/>\n </defs>\n <g transform=\"translate(281.731095 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-56\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_6\">\n <g id=\"line2d_6\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"349.581198\" xlink:href=\"#m08c3585658\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_6\">\n <!-- 100 -->\n <defs>\n <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n </defs>\n <g transform=\"translate(340.037448 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-49\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n </g>\n <g id=\"matplotlib.axis_2\">\n <g id=\"ytick_1\">\n <g id=\"line2d_7\">\n <defs>\n <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"m03d8609764\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n </defs>\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m03d8609764\" y=\"193.645684\"/>\n </g>\n </g>\n <g id=\"text_7\">\n <!-- 5 -->\n <defs>\n <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-53\"/>\n </defs>\n <g transform=\"translate(13.5625 197.444903)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-53\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_2\">\n <g id=\"line2d_8\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m03d8609764\" y=\"145.666867\"/>\n </g>\n </g>\n <g id=\"text_8\">\n <!-- 10 -->\n <g transform=\"translate(7.2 149.466085)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-49\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_3\">\n <g id=\"line2d_9\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m03d8609764\" y=\"97.688049\"/>\n </g>\n </g>\n <g id=\"text_9\">\n <!-- 15 -->\n <g transform=\"translate(7.2 101.487268)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-49\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_4\">\n <g id=\"line2d_10\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m03d8609764\" y=\"49.709232\"/>\n </g>\n </g>\n <g id=\"text_10\">\n <!-- 20 -->\n <g transform=\"translate(7.2 53.508451)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-50\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n </g>\n <g id=\"line2d_11\">\n <path clip-path=\"url(#p73a9c59457)\" d=\"M 42.143182 107.283813 \nL 45.217562 168.696699 \nL 48.291942 134.151951 \nL 51.366322 118.798729 \nL 54.440702 121.677458 \nL 57.515083 146.626443 \nL 60.589463 98.647626 \nL 63.663843 151.424325 \nL 66.738223 79.456099 \nL 69.812603 143.747714 \nL 72.886983 98.647626 \nL 75.961364 67.941183 \nL 79.035744 171.575428 \nL 82.110124 147.586019 \nL 85.184504 137.03068 \nL 88.258884 124.556187 \nL 91.333264 146.626443 \nL 94.407645 213.796787 \nL 97.482025 214.756364 \nL 100.556405 93.849744 \nL 103.630785 90.971015 \nL 106.705165 148.545596 \nL 109.779545 115.92 \nL 112.853926 114.960424 \nL 115.928306 123.596611 \nL 119.002686 129.354069 \nL 122.077066 88.092286 \nL 125.151446 122.637034 \nL 128.225826 69.860335 \nL 131.300207 124.556187 \nL 134.374587 86.173133 \nL 137.448967 62.183725 \nL 140.523347 156.222207 \nL 143.597727 127.434916 \nL 146.672107 125.515763 \nL 149.746488 101.526355 \nL 152.820868 125.515763 \nL 155.895248 196.524413 \nL 158.969628 204.201024 \nL 162.044008 79.456099 \nL 165.118388 80.415675 \nL 168.192769 133.192374 \nL 171.267149 103.445508 \nL 174.341529 90.971015 \nL 177.415909 107.283813 \nL 180.490289 111.122118 \nL 183.564669 68.900759 \nL 186.63905 111.122118 \nL 189.71343 50.668808 \nL 192.78781 110.162542 \nL 195.86219 78.496523 \nL 198.93657 44.91135 \nL 202.01095 146.626443 \nL 205.085331 121.677458 \nL 208.159711 114.960424 \nL 211.234091 87.13271 \nL 214.308471 112.081695 \nL 217.382851 181.171192 \nL 220.457231 180.211615 \nL 223.531612 72.739064 \nL 226.605992 58.345419 \nL 229.680372 118.798729 \nL 232.754752 92.890168 \nL 235.829132 85.213557 \nL 238.903512 95.768897 \nL 241.977893 101.526355 \nL 245.052273 58.345419 \nL 248.126653 103.445508 \nL 251.201033 36.275163 \nL 254.275413 96.728473 \nL 257.349793 53.547538 \nL 260.424174 33.396434 \nL 263.498554 133.192374 \nL 266.572934 97.688049 \nL 269.647314 104.405084 \nL 272.721694 80.415675 \nL 275.796074 107.283813 \nL 278.870455 176.37331 \nL 281.944835 162.939241 \nL 285.019215 50.668808 \nL 288.093595 45.870927 \nL 291.167975 101.526355 \nL 294.242355 84.253981 \nL 297.316736 62.183725 \nL 300.391116 80.415675 \nL 303.465496 90.011439 \nL 306.539876 45.870927 \nL 309.614256 90.011439 \nL 312.688636 26.6794 \nL 315.763017 86.173133 \nL 318.837397 46.830503 \nL 321.911777 17.083636 \nL 324.986157 125.515763 \nL 328.060537 92.890168 \nL 331.134917 93.849744 \nL 334.209298 65.062454 \nL 337.283678 90.971015 \nL 340.358058 143.747714 \nL 343.432438 156.222207 \nL 346.506818 40.113469 \n\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\n </g>\n <g id=\"patch_3\">\n <path d=\"M 26.925 224.64 \nL 26.925 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_4\">\n <path d=\"M 361.725 224.64 \nL 361.725 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_5\">\n <path d=\"M 26.925 224.64 \nL 361.725 224.64 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_6\">\n <path d=\"M 26.925 7.2 \nL 361.725 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n </g>\n </g>\n <defs>\n <clipPath id=\"p73a9c59457\">\n <rect height=\"217.44\" width=\"334.8\" x=\"26.925\" y=\"7.2\"/>\n </clipPath>\n </defs>\n</svg>\n",
"image/png": "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\n"
},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"\n",
"plt.plot(data)\n",
"plt.show()"
]
},
{
"source": [
"### Histogramme"
],
"cell_type": "markdown",
"metadata": {}
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 432x288 with 1 Axes>",
"image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"248.518125pt\" version=\"1.1\" viewBox=\"0 0 368.925 248.518125\" width=\"368.925pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <defs>\n <style type=\"text/css\">\n*{stroke-linecap:butt;stroke-linejoin:round;}\n </style>\n </defs>\n <g id=\"figure_1\">\n <g id=\"patch_1\">\n <path d=\"M -0 248.518125 \nL 368.925 248.518125 \nL 368.925 0 \nL -0 0 \nz\n\" style=\"fill:none;\"/>\n </g>\n <g id=\"axes_1\">\n <g id=\"patch_2\">\n <path d=\"M 26.925 224.64 \nL 361.725 224.64 \nL 361.725 7.2 \nL 26.925 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n </g>\n <g id=\"patch_3\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 42.143182 224.64 \nL 72.579545 224.64 \nL 72.579545 186.988052 \nL 42.143182 186.988052 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_4\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 72.579545 224.64 \nL 103.015909 224.64 \nL 103.015909 196.401039 \nL 72.579545 196.401039 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_5\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 103.015909 224.64 \nL 133.452273 224.64 \nL 133.452273 177.575065 \nL 103.015909 177.575065 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_6\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 133.452273 224.64 \nL 163.888636 224.64 \nL 163.888636 139.923117 \nL 133.452273 139.923117 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_7\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 163.888636 224.64 \nL 194.325 224.64 \nL 194.325 74.032208 \nL 163.888636 74.032208 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_8\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 194.325 224.64 \nL 224.761364 224.64 \nL 224.761364 36.38026 \nL 194.325 36.38026 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_9\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 224.761364 224.64 \nL 255.197727 224.64 \nL 255.197727 17.554286 \nL 224.761364 17.554286 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_10\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 255.197727 224.64 \nL 285.634091 224.64 \nL 285.634091 139.923117 \nL 255.197727 139.923117 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_11\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 285.634091 224.64 \nL 316.070455 224.64 \nL 316.070455 149.336104 \nL 285.634091 149.336104 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"patch_12\">\n <path clip-path=\"url(#p60435fe8c3)\" d=\"M 316.070455 224.64 \nL 346.506818 224.64 \nL 346.506818 186.988052 \nL 316.070455 186.988052 \nz\n\" style=\"fill:#1f77b4;stroke:#000000;stroke-linejoin:miter;\"/>\n </g>\n <g id=\"matplotlib.axis_1\">\n <g id=\"xtick_1\">\n <g id=\"line2d_1\">\n <defs>\n <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m913e7b1ff6\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n </defs>\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"74.648036\" xlink:href=\"#m913e7b1ff6\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_1\">\n <!-- 5 -->\n <defs>\n <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-53\"/>\n </defs>\n <g transform=\"translate(71.466786 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-53\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_2\">\n <g id=\"line2d_2\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"148.522705\" xlink:href=\"#m913e7b1ff6\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_2\">\n <!-- 10 -->\n <defs>\n <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n </defs>\n <g transform=\"translate(142.160205 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-49\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_3\">\n <g id=\"line2d_3\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"222.397374\" xlink:href=\"#m913e7b1ff6\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_3\">\n <!-- 15 -->\n <g transform=\"translate(216.034874 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-49\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n </g>\n </g>\n </g>\n <g id=\"xtick_4\">\n <g id=\"line2d_4\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"296.272043\" xlink:href=\"#m913e7b1ff6\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_4\">\n <!-- 20 -->\n <defs>\n <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n </defs>\n <g transform=\"translate(289.909543 239.238437)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-50\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n </g>\n <g id=\"matplotlib.axis_2\">\n <g id=\"ytick_1\">\n <g id=\"line2d_5\">\n <defs>\n <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"m50206eb5fd\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n </defs>\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m50206eb5fd\" y=\"224.64\"/>\n </g>\n </g>\n <g id=\"text_5\">\n <!-- 0 -->\n <g transform=\"translate(13.5625 228.439219)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_2\">\n <g id=\"line2d_6\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m50206eb5fd\" y=\"177.575065\"/>\n </g>\n </g>\n <g id=\"text_6\">\n <!-- 5 -->\n <g transform=\"translate(13.5625 181.374284)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-53\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_3\">\n <g id=\"line2d_7\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m50206eb5fd\" y=\"130.51013\"/>\n </g>\n </g>\n <g id=\"text_7\">\n <!-- 10 -->\n <g transform=\"translate(7.2 134.309349)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-49\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_4\">\n <g id=\"line2d_8\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m50206eb5fd\" y=\"83.445195\"/>\n </g>\n </g>\n <g id=\"text_8\">\n <!-- 15 -->\n <g transform=\"translate(7.2 87.244414)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-49\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n </g>\n </g>\n </g>\n <g id=\"ytick_5\">\n <g id=\"line2d_9\">\n <g>\n <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"26.925\" xlink:href=\"#m50206eb5fd\" y=\"36.38026\"/>\n </g>\n </g>\n <g id=\"text_9\">\n <!-- 20 -->\n <g transform=\"translate(7.2 40.179478)scale(0.1 -0.1)\">\n <use xlink:href=\"#DejaVuSans-50\"/>\n <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n </g>\n </g>\n </g>\n </g>\n <g id=\"patch_13\">\n <path d=\"M 26.925 224.64 \nL 26.925 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_14\">\n <path d=\"M 361.725 224.64 \nL 361.725 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_15\">\n <path d=\"M 26.925 224.64 \nL 361.725 224.64 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n <g id=\"patch_16\">\n <path d=\"M 26.925 7.2 \nL 361.725 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n </g>\n </g>\n </g>\n <defs>\n <clipPath id=\"p60435fe8c3\">\n <rect height=\"217.44\" width=\"334.8\" x=\"26.925\" y=\"7.2\"/>\n </clipPath>\n </defs>\n</svg>\n",
"image/png": "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\n"
},
"metadata": {
"needs_background": "light"
}
}
],
"source": [
"plt.hist(data, edgecolor = 'black')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
......
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment