adrienpacifico · October 8, 2018 16:13
diff --git a/diff_getting_started_notebook.html b/diff_getting_started_notebook.html
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    <title>nbdime - diff and merge your Jupyter notebooks</title>

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type="text/css">body{overflow:scroll!important;color:var(--jp-content-font-color1);font-family:sans-serif}.CodeMirror-merge,body{background-color:var(--jp-layout-color1)}.jp-Diff-unchanged{margin-left:10%;width:80%}#nbdime-header{margin:auto;width:90%;margin-bottom:20px}#nbdime-header-banner{margin-top:10px}.nbdime-header-button{display:inline-block;margin-right:10px}#nbdime-header-buttonrow .nbdime-spinner{width:14px;height:14px;display:inline-flex;border-width:3px}.nbdime-spinner{border:16px solid #eee;border-top-color:#999;border-bottom-color:#999;border-radius:50%;animation:spin 1.3s linear infinite}@keyframes spin{0%{transform:rotate(0deg)}to{transform:rotate(1turn)}}</style><style type="text/css">.jp-Notebook-diff{width:90%;margin:auto;position:relative;z-index:0}.nbdime-Diff #nbdime-header-base{display:inline-block;width:50%;background-color:var(--jp-diff-deleted-color0)}.nbdime-Diff #nbdime-header-remote{display:inline-block;width:49%;background-color:var(--jp-diff-added-color0)}.nbdime-Diff #nbdime-header-local{display:none;width:49%}.nbdime-Diff.jp-mod-local-remote #nbdime-header-base{display:none}.nbdime-Diff.jp-mod-local-remote #nbdime-header-local{display:inline-block;background-color:var(--jp-diff-deleted-color0)}.nbdime-Diff.jp-mod-local-base #nbdime-header-base{background-color:var(--jp-diff-added-color0)}.nbdime-Diff.jp-mod-local-base #nbdime-header-local{display:inline-block;background-color:var(--jp-diff-deleted-color0)}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff.jp-Diff-unchanged,.nbdime-Diff.jp-mod-local-base #nbdime-header-remote{display:none}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff[data-nbdime-NCellsHiddenBefore]:before,#nbdime-root.jp-mod-hideUnchanged .jp-Diff-addremchunk[data-nbdime-NCellsHiddenBefore]:before{content:attr(data-nbdime-NCellsHiddenBefore) " unchanged cell(s) hidden";position:absolute;width:100%;top:0;background-color:#eee;border-top:1px solid #ccc;border-bottom:1px solid #ccc;text-align:center}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff[data-nbdime-NCellsHiddenAfter]:after,#nbdime-root.jp-mod-hideUnchanged .jp-Diff-addremchunk[data-nbdime-NCellsHiddenAfter]:after{content:attr(data-nbdime-NCellsHiddenAfter) " unchanged cell(s) hidden";position:absolute;width:100%;bottom:0;background-color:#eee;border-top:1px solid #ccc;border-bottom:1px solid #ccc;text-align:center}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff[data-nbdime-NCellsHiddenBefore],#nbdime-root.jp-mod-hideUnchanged .jp-Diff-addremchunk[data-nbdime-NCellsHiddenBefore]{padding-top:40px}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff[data-nbdime-NCellsHiddenAfter],#nbdime-root.jp-mod-hideUnchanged .jp-Diff-addremchunk[data-nbdime-NCellsHiddenAfter]{padding-bottom:40px}</style><style type="text/css">.jp-Notebook-merge{width:90%;margin:auto;position:relative;z-index:0}.nbdime-Merge #nbdime-header-base,.nbdime-Merge #nbdime-header-local,.nbdime-Merge #nbdime-header-remote{display:inline-block;width:33%}.nbdime-Merge #nbdime-header-local{background-color:var(--jp-merge-local-color1)}.nbdime-Merge #nbdime-header-base{background-color:#eee}.nbdime-Merge #nbdime-header-remote{background-color:var(--jp-merge-remote-color1)}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge.jp-Merge-unchanged{display:none}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge[data-nbdime-NCellsHiddenBefore]:before{content:attr(data-nbdime-NCellsHiddenBefore) " unchanged cell(s) hidden";position:absolute;width:100%;top:0;background-color:#eee;border-top:1px solid #ccc;border-bottom:1px solid #ccc;text-align:center}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge[data-nbdime-NCellsHiddenAfter]:after{content:attr(data-nbdime-NCellsHiddenAfter) " unchanged cell(s) hidden";position:absolute;width:100%;bottom:0;background-color:#eee;border-top:1px solid #ccc;border-bottom:1px solid #ccc;text-align:center}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge[data-nbdime-NCellsHiddenBefore]{padding-top:40px}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge[data-nbdime-NCellsHiddenAfter]{padding-bottom:40px}</style><style type="text/css">
 .jp-Notebook-diff .CodeMirror-merge-collapsed-widget {
  cursor: initial;
 }

 .CodeMirror-gutters {
  height: auto !important;
 }

 .CodeMirror-sizer, .CodeMirror-scroll {
  margin-bottom: 0 !important;
  padding-bottom: 0 !important;
  margin-right: 0 !important;
  padding-right: 0 !important;
 }

 .CodeMirror-hscrollbar, .CodeMirror-vscrollbar,
 .CodeMirror-merge-scrolllock, .CodeMirror-sizer + div {
  display: none !important;
 }

 .CodeMirror-scroll {
  overflow: auto !important;
 }
 </style>
 </head><body><div id="nbdime-root"><div class="p-Widget p-Panel" id="main"><div class="p-Widget p-Panel jp-Notebook-diff"><div class="p-Widget p-Panel jp-Metadata-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-CollapsiblePanel"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Notebook metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 333px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>19</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "kernelspec": {</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "display_name": "Python <span class=" CodeMirror-merge-r-deleted">2</span>",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "language": "python",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "name": "python<span class=" CodeMirror-merge-r-deleted">2</span>"</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  },</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "language_info": {</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "codemirror_mode": {</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">9</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;  "name": "ipython",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">10</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;  "version": <span class=" CodeMirror-merge-r-deleted">2</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">11</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  },</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">12</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "file_extension": ".py",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">13</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "mimetype": "text/x-python",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">14</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "name": "python",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">15</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "nbconvert_exporter": "python",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">16</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "pygments_lexer": "ipython<span class=" CodeMirror-merge-r-deleted">2</span>",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">17</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "version": "<span class=" CodeMirror-merge-r-deleted">2.7.9</span>"</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">18</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  }</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">19</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 333px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 363px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 333px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>19</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "kernelspec": {</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "display_name": "Python <span class=" CodeMirror-merge-r-inserted">3</span>",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "language": "python",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "name": "python<span class=" CodeMirror-merge-r-inserted">3</span>"</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  },</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "language_info": {</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "codemirror_mode": {</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">9</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;  "name": "ipython",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">10</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;  "version": <span class=" CodeMirror-merge-r-inserted">3</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">11</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  },</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">12</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "file_extension": ".py",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">13</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "mimetype": "text/x-python",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">14</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "name": "python",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">15</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "nbconvert_exporter": "python",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">16</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "pygments_lexer": "ipython<span class=" CodeMirror-merge-r-inserted">3</span>",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">17</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "version": "<span class=" CodeMirror-merge-r-inserted">3.7.0</span>"</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">18</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  }</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">19</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 333px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 363px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><img src="http://www.openfisca.fr/hotlinks/logo-openfisca.svg" width="198" alt="Image">
 <h1 id="Getting-Started">Getting Started<a target="_self" href="#Getting-Started" class="jp-InternalAnchorLink">¶</a></h1>

 <p>This notebook illustrates the <a href="https://doc.openfisca.fr/en/key-concepts.html" rel="nofollow" target="_blank">key concepts</a> of OpenFisca that you will find in the documentation.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h1 id="Table-of-Contents">Table of Contents<a target="_self" href="#Table-of-Contents" class="jp-InternalAnchorLink">¶</a></h1>
 <div></div>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h2 id="Calculate-a-variable">Calculate a variable<a target="_self" href="#Calculate-a-variable" class="jp-InternalAnchorLink">¶</a></h2>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Do some imports</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="4"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [79]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [1]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">from</span> <span class="cm-variable">openfisca_france</span> <span class="cm-keyword">import</span> <span class="cm-variable">FranceTaxBenefitSystem</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Initialize the french <a href="https://doc.openfisca.fr/en/tax_and_benefit_system.html" rel="nofollow" target="_blank">Tax and Benefit system</a> : it launches the entire legislation.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [80]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [2]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">tax_benefit_system</span> <span class="cm-operator">=</span> <span class="cm-variable">FranceTaxBenefitSystem</span>()</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Create a <a href="https://doc.openfisca.fr/en/input_data.html#scenario" rel="nofollow" target="_blank">scenario</a>: first step to give a familial situation for which you want to calculate taxes or benefits.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [81]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [3]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario</span> <span class="cm-operator">=</span> <span class="cm-variable">tax_benefit_system</span>.<span class="cm-property">new_scenario</span>()</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>4</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false,</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "scrolled": false</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "scrolled": false</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Initialize a test case (the familial situation) in the scenario:
 here we have one parent and two children.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [82]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [4]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 197px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>11</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario</span>.<span class="cm-property">init_single_entity</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">period</span> <span class="cm-operator">=</span> <span class="cm-number">2015</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">parent1</span> <span class="cm-operator">=</span> <span class="cm-builtin">dict</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">age</span> <span class="cm-operator">=</span> <span class="cm-number">30</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">salaire_de_base</span> <span class="cm-operator">=</span> <span class="cm-number">20000</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp;  ),</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">enfants</span> <span class="cm-operator">=</span> [</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-builtin">dict</span>(<span class="cm-variable">age</span> <span class="cm-operator">=</span> <span class="cm-number">12</span>),</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">9</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-builtin">dict</span>(<span class="cm-variable">age</span> <span class="cm-operator">=</span> <span class="cm-number">18</span>),</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">10</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp;  ],</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">11</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  )</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 197px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 227px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>&lt;openfisca_france.scenarios.Scenario at 0x7f0bb50eb290&gt;</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>&lt;openfisca_france.scenarios.Scenario at 0x10d1e9b00&gt;</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Create a <a href="https://doc.openfisca.fr/en/simulation.html#simulation--the-framework-of-computation" rel="nofollow" target="_blank">simulation</a>: the OpenFisca frame for calculating taxes or benefits.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [83]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [5]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span> <span class="cm-operator">=</span> <span class="cm-variable">scenario</span>.<span class="cm-property">new_simulation</span>()</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": true</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Calculate a variable : <code>"af"</code> (allocations familiales) for example.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [84]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [6]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'af'</span>, <span class="cm-string">'2015-01'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([ 129.99000549], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([129.99], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h2 id="Test-the-impact-of-a-reform">Test the impact of a reform<a target="_self" href="#Test-the-impact-of-a-reform" class="jp-InternalAnchorLink">¶</a></h2>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p><em>An reform represents a modified version of the real Tax and Benefit legislation</em> </p>
 <p>Reforms are gather in the module <a href="https://github.com/openfisca/openfisca-france/tree/master/openfisca_france/reforms" rel="nofollow" target="_blank"><code>Reform</code></a> of OpenFisca.</p>
 <p>You have then to import the module extension corresponding to the reform of your concern.</p>
 <p>Here we choose the fiscal reform of Landais, Piketty and Saez on the income tax (<a href="http://www.revolution-fiscale.fr/la-reforme-proposee)" rel="nofollow" target="_blank">http://www.revolution-fiscale.fr/la-reforme-proposee)</a>. </p>
 <p>It is already implemented in OpenFisca under the name <code>landais_piketty_saez</code> .</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="2"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [85]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [7]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">from</span> <span class="cm-variable">openfisca_france</span>.<span class="cm-property">reforms</span> <span class="cm-keyword">import</span> <span class="cm-variable">landais_piketty_saez</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Create a modified version of the tax and benefit system, affected by the changes introduced by the reform</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [86]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [8]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">reform</span> <span class="cm-operator">=</span> <span class="cm-variable">landais_piketty_saez</span>.<span class="cm-property">landais_piketty_saez</span>(<span class="cm-variable">tax_benefit_system</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Create the scenario you want to test.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [87]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [9]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 163px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>9</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">def</span> <span class="cm-def">init_profile</span>(<span class="cm-variable">scenario</span>):</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">scenario</span>.<span class="cm-property">init_single_entity</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">period</span> <span class="cm-operator">=</span> <span class="cm-string">'2013'</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">parent1</span> <span class="cm-operator">=</span> <span class="cm-builtin">dict</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">age</span> <span class="cm-operator">=</span> <span class="cm-number">40</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">salaire_de_base</span> <span class="cm-operator">=</span> <span class="cm-number">50000</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;  ),</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp;  )</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">9</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-keyword">return</span> <span class="cm-variable">scenario</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 163px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 193px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": true</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>With the reform</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [88]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [10]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 22px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 95px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>8</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 17px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-comment"># Choose the variable you want to calcul : here the disposable income, "revdisp"</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">reform_simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'revdisp'</span>, <span class="cm-string">'2013'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 95px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 125px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 22px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 95px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>8</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 17px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-comment"># Choose the variable you want to calcul : here the disposable income, "revdisp"</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">reform_simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'rev</span><span class="cm-string CodeMirror-merge-r-inserted">enu_</span><span class="cm-string">disp</span><span class="cm-string CodeMirror-merge-r-inserted">onible</span><span class="cm-string">'</span>, <span class="cm-string">'2013'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 95px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 125px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([ 15614.34863281], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([13554.031], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Without the reform: the counterfactual</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [89]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [11]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 22px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>8</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 17px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-comment"># Choose the variable you want to calcul</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">reference_simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'revdisp'</span>, <span class="cm-string">'2013'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 22px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>8</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 17px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-comment"># Choose the variable you want to calcul</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">reference_simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'rev</span><span class="cm-string CodeMirror-merge-r-inserted">enu_</span><span class="cm-string">disp</span><span class="cm-string CodeMirror-merge-r-inserted">onible</span><span class="cm-string">'</span>, <span class="cm-string">'2013'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([ 36039.1875], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([33978.87], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h2 id="Trace-the-calculation-of-a-variable">Trace the calculation of a variable<a target="_self" href="#Trace-the-calculation-of-a-variable" class="jp-InternalAnchorLink">¶</a></h2>
 <p>Thanks to the Trace tool you can see all the details of the variable calculation depending on the scenario you made.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [90]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [12]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 112px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">from</span> <span class="cm-variable">openfisca_core</span> <span class="cm-keyword">import</span> <span class="cm-variable">tools</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin CodeMirror-merge-r-deleted">print</span><span class=" CodeMirror-merge-r-deleted">(</span><span class="cm-variable CodeMirror-merge-r-deleted">tools</span><span class=" CodeMirror-merge-r-deleted">.</span><span class="cm-property CodeMirror-merge-r-deleted">get_trace_tool_link</span><span class=" CodeMirror-merge-r-deleted">(</span><span class="cm-variable CodeMirror-merge-r-deleted">scenario</span><span class=" CodeMirror-merge-r-deleted">, </span><span class="cm-variable CodeMirror-merge-r-deleted">variables</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-operator CodeMirror-merge-r-deleted">=</span><span class=" CodeMirror-merge-r-deleted"> [</span><span class="cm-string CodeMirror-merge-r-deleted">'irpp'</span><span class=" CodeMirror-merge-r-deleted">], </span><span class="cm-variable CodeMirror-merge-r-deleted">api_url</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-operator CodeMirror-merge-r-deleted">=</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-string CodeMirror-merge-r-deleted">'http://api.openfisca.fr'</span><span class=" CodeMirror-merge-r-deleted">, </span><span class="cm-variable CodeMirror-merge-r-deleted">trace_tool_url</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-operator CodeMirror-merge-r-deleted">=</span><span class=" CodeMirror-merge-r-deleted"> &nbsp;</span><span class="cm-string CodeMirror-merge-r-deleted">'http://www.openfisca.fr/tools/trace'</span><span class=" CodeMirror-merge-r-deleted">))</span></span></pre><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 33.8125px; min-width: 1px;"></div></div></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 112px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 142px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 112px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">from</span> <span class="cm-variable">openfisca_core</span> <span class="cm-keyword">import</span> <span class="cm-variable">tools</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin CodeMirror-merge-r-inserted">print</span><span class=" CodeMirror-merge-r-inserted">(</span><span class="cm-variable CodeMirror-merge-r-inserted">tools</span><span class=" CodeMirror-merge-r-inserted">.</span><span class="cm-property CodeMirror-merge-r-inserted">get_trace_tool_link</span><span class=" CodeMirror-merge-r-inserted">(</span><span class="cm-variable CodeMirror-merge-r-inserted">scenario</span><span class=" CodeMirror-merge-r-inserted">, </span><span class="cm-variable CodeMirror-merge-r-inserted">variables</span><span class=" CodeMirror-merge-r-inserted"> </span><span class="cm-operator CodeMirror-merge-r-inserted">=</span><span class=" CodeMirror-merge-r-inserted"> [</span><span class="cm-string CodeMirror-merge-r-inserted">'irpp'</span><span class=" CodeMirror-merge-r-inserted">],</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-inserted"> &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</span><span class="cm-variable CodeMirror-merge-r-inserted">api_url</span><span class=" CodeMirror-merge-r-inserted"> </span><span class="cm-operator CodeMirror-merge-r-inserted">=</span><span class=" CodeMirror-merge-r-inserted"> </span><span class="cm-string CodeMirror-merge-r-inserted">'http://api.openfisca.fr'</span><span class=" CodeMirror-merge-r-inserted">, </span><span class="cm-variable CodeMirror-merge-r-inserted">trace_tool_url</span><span class=" CodeMirror-merge-r-inserted"> </span><span class="cm-operator CodeMirror-merge-r-inserted">=</span><span class=" CodeMirror-merge-r-inserted"> &nbsp;</span><span class="cm-string CodeMirror-merge-r-inserted">'http://www.openfisca.fr/tools/trace'</span><span class=" CodeMirror-merge-r-inserted">))</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 112px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 142px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>4</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false,</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "scrolled": true</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "scrolled": true</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Diff-added jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output added</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stderr"><pre><span class="ansi-red-fg">---------------------------------------------------------------------------</span>
 <span class="ansi-red-fg">AttributeError</span>                            Traceback (most recent call last)
 <span class="ansi-green-fg">&lt;ipython-input-12-c809734e760c&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span><span class="ansi-blue-fg">()</span>
 <span style="font-weight:bold" class="ansi-green-fg">      1</span> <span class="ansi-green-fg">from</span> openfisca_core <span class="ansi-green-fg">import</span> tools
 <span style="font-weight:bold" class="ansi-green-fg">      2</span> print(tools.get_trace_tool_link(scenario, variables = ['irpp'],
 <span class="ansi-green-fg">----&gt; 3</span><span class="ansi-red-fg">                                 api_url = 'http://api.openfisca.fr', trace_tool_url =  'http://www.openfisca.fr/tools/trace'))
 </span>
 <span class="ansi-green-fg">~/.local/share/virtualenvs/Python_3_7_0/lib/python3.7/site-packages/openfisca_core/tools/__init__.py</span> in <span class="ansi-cyan-fg">get_trace_tool_link</span><span class="ansi-blue-fg">(scenario, variables, api_url, trace_tool_url)</span>
 <span style="font-weight:bold" class="ansi-green-fg">     75</span>         <span class="ansi-blue-fg">'variables'</span><span class="ansi-blue-fg">:</span> variables<span class="ansi-blue-fg">,</span>
 <span style="font-weight:bold" class="ansi-green-fg">     76</span>         }
 <span class="ansi-green-fg">---&gt; 77</span><span class="ansi-red-fg">     url = trace_tool_url + '?' + urllib.urlencode({
 </span><span style="font-weight:bold" class="ansi-green-fg">     78</span>         <span class="ansi-blue-fg">'simulation'</span><span class="ansi-blue-fg">:</span> json<span class="ansi-blue-fg">.</span>dumps<span class="ansi-blue-fg">(</span>simulation_json<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">,</span>
 <span style="font-weight:bold" class="ansi-green-fg">     79</span>         <span class="ansi-blue-fg">'api_url'</span><span class="ansi-blue-fg">:</span> api_url<span class="ansi-blue-fg">,</span>

 <span class="ansi-red-fg">AttributeError</span>: module 'urllib' has no attribute 'urlencode'</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stderr</span></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Diff-deleted jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output deleted</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>http://www.openfisca.fr/tools/trace?api_url=http%3A%2F%2Fapi.openfisca.fr&amp;simulation=%7B%22scenarios%22%3A+%5B%7B%22period%22%3A+%222015%22%2C+%22test_case%22%3A+%7B%22familles%22%3A+%5B%7B%22id%22%3A+0%2C+%22parents%22%3A+%5B%22ind0%22%5D%2C+%22enfants%22%3A+%5B%22ind2%22%2C+%22ind3%22%5D%7D%5D%2C+%22foyers_fiscaux%22%3A+%5B%7B%22id%22%3A+0%2C+%22declarants%22%3A+%5B%22ind0%22%5D%2C+%22personnes_a_charge%22%3A+%5B%22ind2%22%2C+%22ind3%22%5D%7D%5D%2C+%22individus%22%3A+%5B%7B%22id%22%3A+%22ind0%22%2C+%22age%22%3A+30%2C+%22salaire_de_base%22%3A+20000.0%7D%2C+%7B%22id%22%3A+%22ind2%22%2C+%22age%22%3A+12%7D%2C+%7B%22id%22%3A+%22ind3%22%2C+%22age%22%3A+18%7D%5D%2C+%22menages%22%3A+%5B%7B%22id%22%3A+0%2C+%22personne_de_reference%22%3A+%22ind0%22%2C+%22enfants%22%3A+%5B%22ind2%22%2C+%22ind3%22%5D%7D%5D%7D%7D%5D%2C+%22variables%22%3A+%5B%22irpp%22%5D%7D
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [3]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [13]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-operator">%%</span><span class="cm-variable">javascript</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-error">$</span>.<span class="cm-property">getScript</span>(<span class="cm-string">'https://kmahelona.github.io/ipython_notebook_goodies/ipython_notebook_toc.js'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs unchanged<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-trustCandidate jp-Diff-unchanged jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>&lt;IPython.core.display.Javascript object&gt;</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><select class="p-Widget jp-Diff-outputMimetypeSelect"><option value="application/javascript">application/javascript</option><option value="text/plain">text/plain</option></select></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [ ]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"></div></div></div></div></div><script>
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