diff --git a/module3/exo3/exercice_fr.ipynb b/module3/exo3/exercice_fr.ipynb
index acfd7902af9331ba9891ae245cded752f642237c..9ee23c48736d23c3946d7b7657e02f6d7e7a9708 100644
--- a/module3/exo3/exercice_fr.ipynb
+++ b/module3/exo3/exercice_fr.ipynb
@@ -82,6 +82,7 @@
"\n",
"# Traçage de graphiques\n",
"import matplotlib.pyplot as plt\n",
+ "import matplotlib.colors as mcolors\n",
"\n",
"# Permet de définir et d'afficher la colormap des personnages\n",
"from itertools import cycle\n",
@@ -91,27 +92,332 @@
"import math\n",
"import numpy as np\n",
"\n",
- "# Dépendances pour le graphe final\n",
- "from pathlib import Path\n",
- "from jinja2 import Environment, FileSystemLoader\n",
- "\n",
- "# Pose un certain nombre de problèmes pour l'exportation,\n",
- "# en raison de sa nature dynamique (et écrit en javascript)\n",
- "import pyvis\n",
- "from pyvis.network import Network\n",
- "import matplotlib.colors as mcolors\n",
- "from IPython.display import HTML"
+ "# Graphe réseau\n",
+ "import networkx as nx\n",
+ "import bokeh.plotting as bkp\n",
+ "from bokeh.io import output_notebook, show\n",
+ "from bokeh.resources import INLINE\n",
+ "from bokeh.models import (\n",
+ " GraphRenderer,\n",
+ " StaticLayoutProvider,\n",
+ " Circle,\n",
+ " MultiLine,\n",
+ " HoverTool,\n",
+ " Arrow,\n",
+ " NormalHead,\n",
+ " ColumnDataSource,\n",
+ " LabelSet,\n",
+ ")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
\n",
+ "
\n",
+ "
Loading BokehJS ... \n",
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/javascript": [
+ "\n",
+ "(function(root) {\n",
+ " function now() {\n",
+ " return new Date();\n",
+ " }\n",
+ "\n",
+ " var force = true;\n",
+ "\n",
+ " if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
+ " root._bokeh_onload_callbacks = [];\n",
+ " root._bokeh_is_loading = undefined;\n",
+ " }\n",
+ "\n",
+ " var JS_MIME_TYPE = 'application/javascript';\n",
+ " var HTML_MIME_TYPE = 'text/html';\n",
+ " var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
+ " var CLASS_NAME = 'output_bokeh rendered_html';\n",
+ "\n",
+ " /**\n",
+ " * Render data to the DOM node\n",
+ " */\n",
+ " function render(props, node) {\n",
+ " var script = document.createElement(\"script\");\n",
+ " node.appendChild(script);\n",
+ " }\n",
+ "\n",
+ " /**\n",
+ " * Handle when an output is cleared or removed\n",
+ " */\n",
+ " function handleClearOutput(event, handle) {\n",
+ " var cell = handle.cell;\n",
+ "\n",
+ " var id = cell.output_area._bokeh_element_id;\n",
+ " var server_id = cell.output_area._bokeh_server_id;\n",
+ " // Clean up Bokeh references\n",
+ " if (id !== undefined) {\n",
+ " Bokeh.index[id].model.document.clear();\n",
+ " delete Bokeh.index[id];\n",
+ " }\n",
+ "\n",
+ " if (server_id !== undefined) {\n",
+ " // Clean up Bokeh references\n",
+ " var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
+ " cell.notebook.kernel.execute(cmd, {\n",
+ " iopub: {\n",
+ " output: function(msg) {\n",
+ " var element_id = msg.content.text.trim();\n",
+ " Bokeh.index[element_id].model.document.clear();\n",
+ " delete Bokeh.index[element_id];\n",
+ " }\n",
+ " }\n",
+ " });\n",
+ " // Destroy server and session\n",
+ " var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
+ " cell.notebook.kernel.execute(cmd);\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " /**\n",
+ " * Handle when a new output is added\n",
+ " */\n",
+ " function handleAddOutput(event, handle) {\n",
+ " var output_area = handle.output_area;\n",
+ " var output = handle.output;\n",
+ "\n",
+ " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
+ " if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
+ " return\n",
+ " }\n",
+ "\n",
+ " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
+ "\n",
+ " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
+ " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
+ " // store reference to embed id on output_area\n",
+ " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
+ " }\n",
+ " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
+ " var bk_div = document.createElement(\"div\");\n",
+ " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
+ " var script_attrs = bk_div.children[0].attributes;\n",
+ " for (var i = 0; i < script_attrs.length; i++) {\n",
+ " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
+ " }\n",
+ " // store reference to server id on output_area\n",
+ " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " function register_renderer(events, OutputArea) {\n",
+ "\n",
+ " function append_mime(data, metadata, element) {\n",
+ " // create a DOM node to render to\n",
+ " var toinsert = this.create_output_subarea(\n",
+ " metadata,\n",
+ " CLASS_NAME,\n",
+ " EXEC_MIME_TYPE\n",
+ " );\n",
+ " this.keyboard_manager.register_events(toinsert);\n",
+ " // Render to node\n",
+ " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
+ " render(props, toinsert[toinsert.length - 1]);\n",
+ " element.append(toinsert);\n",
+ " return toinsert\n",
+ " }\n",
+ "\n",
+ " /* Handle when an output is cleared or removed */\n",
+ " events.on('clear_output.CodeCell', handleClearOutput);\n",
+ " events.on('delete.Cell', handleClearOutput);\n",
+ "\n",
+ " /* Handle when a new output is added */\n",
+ " events.on('output_added.OutputArea', handleAddOutput);\n",
+ "\n",
+ " /**\n",
+ " * Register the mime type and append_mime function with output_area\n",
+ " */\n",
+ " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
+ " /* Is output safe? */\n",
+ " safe: true,\n",
+ " /* Index of renderer in `output_area.display_order` */\n",
+ " index: 0\n",
+ " });\n",
+ " }\n",
+ "\n",
+ " // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
+ " if (root.Jupyter !== undefined) {\n",
+ " var events = require('base/js/events');\n",
+ " var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
+ "\n",
+ " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
+ " register_renderer(events, OutputArea);\n",
+ " }\n",
+ " }\n",
+ "\n",
+ " \n",
+ " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
+ " root._bokeh_timeout = Date.now() + 5000;\n",
+ " root._bokeh_failed_load = false;\n",
+ " }\n",
+ "\n",
+ " var NB_LOAD_WARNING = {'data': {'text/html':\n",
+ " \"\\n\"+\n",
+ " \"
\\n\"+\n",
+ " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
+ " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
+ " \"
\\n\"+\n",
+ " \"
\\n\"+\n",
+ " \"re-rerun `output_notebook()` to attempt to load from CDN again, or \\n\"+\n",
+ " \"use INLINE resources instead, as so: \\n\"+\n",
+ " \" \\n\"+\n",
+ " \"
\\n\"+\n",
+ " \"from bokeh.resources import INLINE\\n\"+\n",
+ " \"output_notebook(resources=INLINE)\\n\"+\n",
+ " \"\\n\"+\n",
+ " \"
\"}};\n",
+ "\n",
+ " function display_loaded() {\n",
+ " var el = document.getElementById(\"a8e1aee7-1fff-43ed-b9fe-4ab601b77cd7\");\n",
+ " if (el != null) {\n",
+ " el.textContent = \"BokehJS is loading...\";\n",
+ " }\n",
+ " if (root.Bokeh !== undefined) {\n",
+ " if (el != null) {\n",
+ " el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
+ " }\n",
+ " } else if (Date.now() < root._bokeh_timeout) {\n",
+ " setTimeout(display_loaded, 100)\n",
+ " }\n",
+ " }\n",
+ "\n",
+ "\n",
+ " function run_callbacks() {\n",
+ " try {\n",
+ " root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
+ " }\n",
+ " finally {\n",
+ " delete root._bokeh_onload_callbacks\n",
+ " }\n",
+ " console.info(\"Bokeh: all callbacks have finished\");\n",
+ " }\n",
+ "\n",
+ " function load_libs(js_urls, callback) {\n",
+ " root._bokeh_onload_callbacks.push(callback);\n",
+ " if (root._bokeh_is_loading > 0) {\n",
+ " console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
+ " return null;\n",
+ " }\n",
+ " if (js_urls == null || js_urls.length === 0) {\n",
+ " run_callbacks();\n",
+ " return null;\n",
+ " }\n",
+ " console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
+ " root._bokeh_is_loading = js_urls.length;\n",
+ " for (var i = 0; i < js_urls.length; i++) {\n",
+ " var url = js_urls[i];\n",
+ " var s = document.createElement('script');\n",
+ " s.src = url;\n",
+ " s.async = false;\n",
+ " s.onreadystatechange = s.onload = function() {\n",
+ " root._bokeh_is_loading--;\n",
+ " if (root._bokeh_is_loading === 0) {\n",
+ " console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
+ " run_callbacks()\n",
+ " }\n",
+ " };\n",
+ " s.onerror = function() {\n",
+ " console.warn(\"failed to load library \" + url);\n",
+ " };\n",
+ " console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
+ " document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
+ " }\n",
+ " };var element = document.getElementById(\"a8e1aee7-1fff-43ed-b9fe-4ab601b77cd7\");\n",
+ " if (element == null) {\n",
+ " console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'a8e1aee7-1fff-43ed-b9fe-4ab601b77cd7' but no matching script tag was found. \")\n",
+ " return false;\n",
+ " }\n",
+ "\n",
+ " var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.16.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.16.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.16.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-0.12.16.min.js\"];\n",
+ "\n",
+ " var inline_js = [\n",
+ " function(Bokeh) {\n",
+ " Bokeh.set_log_level(\"info\");\n",
+ " },\n",
+ " \n",
+ " function(Bokeh) {\n",
+ " \n",
+ " },\n",
+ " function(Bokeh) {\n",
+ " console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.16.min.css\");\n",
+ " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.16.min.css\");\n",
+ " console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.16.min.css\");\n",
+ " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.16.min.css\");\n",
+ " console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.16.min.css\");\n",
+ " Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.16.min.css\");\n",
+ " }\n",
+ " ];\n",
+ "\n",
+ " function run_inline_js() {\n",
+ " \n",
+ " if ((root.Bokeh !== undefined) || (force === true)) {\n",
+ " for (var i = 0; i < inline_js.length; i++) {\n",
+ " inline_js[i].call(root, root.Bokeh);\n",
+ " }if (force === true) {\n",
+ " display_loaded();\n",
+ " }} else if (Date.now() < root._bokeh_timeout) {\n",
+ " setTimeout(run_inline_js, 100);\n",
+ " } else if (!root._bokeh_failed_load) {\n",
+ " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
+ " root._bokeh_failed_load = true;\n",
+ " } else if (force !== true) {\n",
+ " var cell = $(document.getElementById(\"a8e1aee7-1fff-43ed-b9fe-4ab601b77cd7\")).parents('.cell').data().cell;\n",
+ " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
+ " }\n",
+ "\n",
+ " }\n",
+ "\n",
+ " if (root._bokeh_is_loading === 0) {\n",
+ " console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
+ " run_inline_js();\n",
+ " } else {\n",
+ " load_libs(js_urls, function() {\n",
+ " console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
+ " run_inline_js();\n",
+ " });\n",
+ " }\n",
+ "}(window));"
+ ],
+ "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n\n if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n \n\n \n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n var NB_LOAD_WARNING = {'data': {'text/html':\n \"\\n\"+\n \"
\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"
\\n\"+\n \"
\\n\"+\n \"re-rerun `output_notebook()` to attempt to load from CDN again, or \\n\"+\n \"use INLINE resources instead, as so: \\n\"+\n \" \\n\"+\n \"
\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n var el = document.getElementById(\"a8e1aee7-1fff-43ed-b9fe-4ab601b77cd7\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n }\n finally {\n delete root._bokeh_onload_callbacks\n }\n console.info(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(js_urls, callback) {\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = js_urls.length;\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n var s = document.createElement('script');\n s.src = url;\n s.async = false;\n s.onreadystatechange = s.onload = function() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.log(\"Bokeh: all BokehJS libraries loaded\");\n run_callbacks()\n }\n };\n s.onerror = function() {\n console.warn(\"failed to load library \" + url);\n };\n console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.getElementsByTagName(\"head\")[0].appendChild(s);\n }\n };var element = document.getElementById(\"a8e1aee7-1fff-43ed-b9fe-4ab601b77cd7\");\n if (element == null) {\n console.log(\"Bokeh: ERROR: autoload.js configured with elementid 'a8e1aee7-1fff-43ed-b9fe-4ab601b77cd7' but no matching script tag was found. \")\n return false;\n }\n\n var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.16.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.16.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.16.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-0.12.16.min.js\"];\n\n var inline_js = [\n function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\n \n function(Bokeh) {\n \n },\n function(Bokeh) {\n console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-0.12.16.min.css\");\n Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-0.12.16.min.css\");\n console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.16.min.css\");\n Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-0.12.16.min.css\");\n console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.16.min.css\");\n Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-0.12.16.min.css\");\n }\n ];\n\n function run_inline_js() {\n \n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }if (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n var cell = $(document.getElementById(\"a8e1aee7-1fff-43ed-b9fe-4ab601b77cd7\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n\n }\n\n if (root._bokeh_is_loading === 0) {\n console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(js_urls, function() {\n console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));"
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Directive pour bokeh pour inclure le graphe réseau final dans le notebook\n",
+ "output_notebook()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
"outputs": [],
"source": [
"# La définition de la locale nous permettra de gérer correctement les majuscules\n",
"# accentuées\n",
- "locale.setlocale(locale.LC_COLLATE, \"fr_FR.UTF-8\") # ou \"fr_FR.UTF-8\", \"fr_FR\" selon le système\n",
+ "# locale.setlocale(locale.LC_COLLATE, \"fr_FR.UTF-8\") # ou \"fr_FR.UTF-8\", \"fr_FR\" selon le système\n",
"\n",
"ns = {\"x\": \"http://www.w3.org/1999/xhtml\"}\n",
"root = ET.parse(\"moliere_avare.html\").getroot()"
@@ -129,7 +435,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
@@ -287,7 +593,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -351,7 +657,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
@@ -375,104 +681,104 @@
" \n",
" \n",
" \n",
- " Personnage \n",
" Description \n",
+ " Personnage \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
- " Harpagon \n",
" Père de Cléante et d'Élise, et Amoureux de Mar... \n",
+ " Harpagon \n",
" \n",
" \n",
" 1 \n",
- " Cléante \n",
" Fils d'Harpagon, Amant de Mariane. \n",
+ " Cléante \n",
" \n",
" \n",
" 2 \n",
- " Élise \n",
" Fille d'Harpagon, Amante de Valère. \n",
+ " Élise \n",
" \n",
" \n",
" 3 \n",
- " Valère \n",
" Fils d'Anselme, et Amant d'Élise. \n",
+ " Valère \n",
" \n",
" \n",
" 4 \n",
- " Mariane \n",
" Amante de Cléante, et aimée d'Harpagon. \n",
+ " Mariane \n",
" \n",
" \n",
" 5 \n",
- " Anselme \n",
" Père de Valère et de Mariane. \n",
+ " Anselme \n",
" \n",
" \n",
" 6 \n",
- " Frosine \n",
" Femme d'Intrigue. \n",
+ " Frosine \n",
" \n",
" \n",
" 7 \n",
- " Maitre Simon \n",
" Courtier. \n",
+ " Maitre Simon \n",
" \n",
" \n",
" 8 \n",
- " Maitre Jacques \n",
" Cuisinier et Cocher d'Harpagon. \n",
+ " Maitre Jacques \n",
" \n",
" \n",
" 9 \n",
- " La Flèche \n",
" Valet de Cléante. \n",
+ " La Flèche \n",
" \n",
" \n",
" 10 \n",
- " Dame Claude \n",
" Servante d'Harpagon. \n",
+ " Dame Claude \n",
" \n",
" \n",
" 11 \n",
- " Brindavoine \n",
" laquais d'Harpagon. \n",
+ " Brindavoine \n",
" \n",
" \n",
" 12 \n",
- " La Merluche \n",
" laquais d'Harpagon. \n",
+ " La Merluche \n",
" \n",
" \n",
" 13 \n",
- " Le commissaire \n",
" et son clerc. \n",
+ " Le commissaire \n",
" \n",
" \n",
"\n",
""
],
"text/plain": [
- " Personnage Description\n",
- "0 Harpagon Père de Cléante et d'Élise, et Amoureux de Mar...\n",
- "1 Cléante Fils d'Harpagon, Amant de Mariane.\n",
- "2 Élise Fille d'Harpagon, Amante de Valère.\n",
- "3 Valère Fils d'Anselme, et Amant d'Élise.\n",
- "4 Mariane Amante de Cléante, et aimée d'Harpagon.\n",
- "5 Anselme Père de Valère et de Mariane.\n",
- "6 Frosine Femme d'Intrigue.\n",
- "7 Maitre Simon Courtier.\n",
- "8 Maitre Jacques Cuisinier et Cocher d'Harpagon.\n",
- "9 La Flèche Valet de Cléante.\n",
- "10 Dame Claude Servante d'Harpagon.\n",
- "11 Brindavoine laquais d'Harpagon.\n",
- "12 La Merluche laquais d'Harpagon.\n",
- "13 Le commissaire et son clerc."
+ " Description Personnage\n",
+ "0 Père de Cléante et d'Élise, et Amoureux de Mar... Harpagon\n",
+ "1 Fils d'Harpagon, Amant de Mariane. Cléante\n",
+ "2 Fille d'Harpagon, Amante de Valère. Élise\n",
+ "3 Fils d'Anselme, et Amant d'Élise. Valère\n",
+ "4 Amante de Cléante, et aimée d'Harpagon. Mariane\n",
+ "5 Père de Valère et de Mariane. Anselme\n",
+ "6 Femme d'Intrigue. Frosine\n",
+ "7 Courtier. Maitre Simon\n",
+ "8 Cuisinier et Cocher d'Harpagon. Maitre Jacques\n",
+ "9 Valet de Cléante. La Flèche\n",
+ "10 Servante d'Harpagon. Dame Claude\n",
+ "11 laquais d'Harpagon. Brindavoine\n",
+ "12 laquais d'Harpagon. La Merluche\n",
+ "13 et son clerc. Le commissaire"
]
},
- "execution_count": 5,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
@@ -539,7 +845,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 7,
"metadata": {
"slideshow": {
"slide_type": ""
@@ -569,278 +875,278 @@
" \n",
" \n",
" Acte \n",
- " Scène \n",
" Protagonistes \n",
+ " Scène \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" Acte Premier \n",
- " Scène Première \n",
" [Valère, Élise] \n",
+ " Scène Première \n",
" \n",
" \n",
" 1 \n",
" Acte Premier \n",
- " Scène II \n",
" [Cléante, Élise] \n",
+ " Scène II \n",
" \n",
" \n",
" 2 \n",
" Acte Premier \n",
- " Scène III \n",
" [Harpagon, La Flèche] \n",
+ " Scène III \n",
" \n",
" \n",
" 3 \n",
" Acte Premier \n",
- " Scène IV \n",
" [Élise, Cléante, Harpagon] \n",
+ " Scène IV \n",
" \n",
" \n",
" 4 \n",
" Acte Premier \n",
- " Scène V \n",
" [Valère, Harpagon, Élise] \n",
+ " Scène V \n",
" \n",
" \n",
" 5 \n",
" Acte II \n",
- " Scène Première \n",
" [Cléante, La Flèche] \n",
+ " Scène Première \n",
" \n",
" \n",
" 6 \n",
" Acte II \n",
- " Scène II \n",
" [Maître Simon, Harpagon, Cléante, La Flèche] \n",
+ " Scène II \n",
" \n",
" \n",
" 7 \n",
" Acte II \n",
- " Scène III \n",
" [Frosine, Harpagon] \n",
+ " Scène III \n",
" \n",
" \n",
" 8 \n",
" Acte II \n",
- " Scène IV \n",
" [La Flèche, Frosine] \n",
+ " Scène IV \n",
" \n",
" \n",
" 9 \n",
" Acte II \n",
- " Scène V \n",
" [Harpagon, Frosine] \n",
+ " Scène V \n",
" \n",
" \n",
" 10 \n",
" Acte III \n",
- " Scène Première \n",
" [Harpagon, Cléante, Élise, Valère, Dame Claude... \n",
+ " Scène Première \n",
" \n",
" \n",
" 11 \n",
" Acte III \n",
- " Scène II \n",
" [Maître Jacques, Valère] \n",
+ " Scène II \n",
" \n",
" \n",
" 12 \n",
" Acte III \n",
- " Scène III \n",
" [Frosine, Mariane, Maître Jacques] \n",
+ " Scène III \n",
" \n",
" \n",
" 13 \n",
" Acte III \n",
- " Scène IV \n",
" [Mariane, Frosine] \n",
+ " Scène IV \n",
" \n",
" \n",
" 14 \n",
" Acte III \n",
- " Scène V \n",
" [Harpagon, Frosine, Mariane] \n",
+ " Scène V \n",
" \n",
" \n",
" 15 \n",
" Acte III \n",
- " Scène VI \n",
" [Élise, Harpagon, Mariane, Frosine] \n",
+ " Scène VI \n",
" \n",
" \n",
" 16 \n",
" Acte III \n",
- " Scène VII \n",
" [Cléante, Harpagon, Élise, Mariane, Frosine] \n",
+ " Scène VII \n",
" \n",
" \n",
" 17 \n",
" Acte III \n",
- " Scène VIII \n",
" [Harpagon, Mariane, Frosine, Cléante, Brindavo... \n",
+ " Scène VIII \n",
" \n",
" \n",
" 18 \n",
" Acte III \n",
- " Scène IX \n",
" [Harpagon, Mariane, Cléante, Élise, Frosine, L... \n",
+ " Scène IX \n",
" \n",
" \n",
" 19 \n",
" Acte IV \n",
- " Scène Première \n",
" [Cléante, Mariane, Élise, Frosine] \n",
+ " Scène Première \n",
" \n",
" \n",
" 20 \n",
" Acte IV \n",
- " Scène II \n",
" [Harpagon, Cléante, Mariane, Élise, Frosine] \n",
+ " Scène II \n",
" \n",
" \n",
" 21 \n",
" Acte IV \n",
- " Scène III \n",
" [Harpagon, Cléante] \n",
+ " Scène III \n",
" \n",
" \n",
" 22 \n",
" Acte IV \n",
- " Scène IV \n",
" [Maître Jacques, Harpagon, Cléante] \n",
+ " Scène IV \n",
" \n",
" \n",
" 23 \n",
" Acte IV \n",
- " Scène V \n",
" [Cléante, Harpagon] \n",
+ " Scène V \n",
" \n",
" \n",
" 24 \n",
" Acte IV \n",
- " Scène VI \n",
" [La Flèche, Cléante] \n",
+ " Scène VI \n",
" \n",
" \n",
" 25 \n",
" Acte IV \n",
- " Scène VII \n",
" [] \n",
+ " Scène VII \n",
" \n",
" \n",
" 26 \n",
" Acte V \n",
- " Scène Première \n",
" [Harpagon, Le Commissaire, son Clerc] \n",
+ " Scène Première \n",
" \n",
" \n",
" 27 \n",
" Acte V \n",
- " Scène II \n",
" [Maître Jacques, Harpagon, Le Commissaire, son... \n",
+ " Scène II \n",
" \n",
" \n",
" 28 \n",
" Acte V \n",
- " Scène III \n",
" [Valère, Harpagon, le Commissaire, son Clerc, ... \n",
+ " Scène III \n",
" \n",
" \n",
" 29 \n",
" Acte V \n",
- " Scène IV \n",
" [Élise, Mariane, Frosine, Harpagon, Valère, Ma... \n",
+ " Scène IV \n",
" \n",
" \n",
" 30 \n",
" Acte V \n",
- " Scène V \n",
" [Anselme, Harpagon, Élise, Mariane, Frosine, V... \n",
+ " Scène V \n",
" \n",
" \n",
" 31 \n",
" Acte V \n",
- " Scène VI \n",
" [Cléante, Valère, Mariane, Élise, Frosine, Har... \n",
+ " Scène VI \n",
" \n",
" \n",
"\n",
""
],
"text/plain": [
- " Acte Scène \\\n",
- "0 Acte Premier Scène Première \n",
- "1 Acte Premier Scène II \n",
- "2 Acte Premier Scène III \n",
- "3 Acte Premier Scène IV \n",
- "4 Acte Premier Scène V \n",
- "5 Acte II Scène Première \n",
- "6 Acte II Scène II \n",
- "7 Acte II Scène III \n",
- "8 Acte II Scène IV \n",
- "9 Acte II Scène V \n",
- "10 Acte III Scène Première \n",
- "11 Acte III Scène II \n",
- "12 Acte III Scène III \n",
- "13 Acte III Scène IV \n",
- "14 Acte III Scène V \n",
- "15 Acte III Scène VI \n",
- "16 Acte III Scène VII \n",
- "17 Acte III Scène VIII \n",
- "18 Acte III Scène IX \n",
- "19 Acte IV Scène Première \n",
- "20 Acte IV Scène II \n",
- "21 Acte IV Scène III \n",
- "22 Acte IV Scène IV \n",
- "23 Acte IV Scène V \n",
- "24 Acte IV Scène VI \n",
- "25 Acte IV Scène VII \n",
- "26 Acte V Scène Première \n",
- "27 Acte V Scène II \n",
- "28 Acte V Scène III \n",
- "29 Acte V Scène IV \n",
- "30 Acte V Scène V \n",
- "31 Acte V Scène VI \n",
- "\n",
- " Protagonistes \n",
- "0 [Valère, Élise] \n",
- "1 [Cléante, Élise] \n",
- "2 [Harpagon, La Flèche] \n",
- "3 [Élise, Cléante, Harpagon] \n",
- "4 [Valère, Harpagon, Élise] \n",
- "5 [Cléante, La Flèche] \n",
- "6 [Maître Simon, Harpagon, Cléante, La Flèche] \n",
- "7 [Frosine, Harpagon] \n",
- "8 [La Flèche, Frosine] \n",
- "9 [Harpagon, Frosine] \n",
- "10 [Harpagon, Cléante, Élise, Valère, Dame Claude... \n",
- "11 [Maître Jacques, Valère] \n",
- "12 [Frosine, Mariane, Maître Jacques] \n",
- "13 [Mariane, Frosine] \n",
- "14 [Harpagon, Frosine, Mariane] \n",
- "15 [Élise, Harpagon, Mariane, Frosine] \n",
- "16 [Cléante, Harpagon, Élise, Mariane, Frosine] \n",
- "17 [Harpagon, Mariane, Frosine, Cléante, Brindavo... \n",
- "18 [Harpagon, Mariane, Cléante, Élise, Frosine, L... \n",
- "19 [Cléante, Mariane, Élise, Frosine] \n",
- "20 [Harpagon, Cléante, Mariane, Élise, Frosine] \n",
- "21 [Harpagon, Cléante] \n",
- "22 [Maître Jacques, Harpagon, Cléante] \n",
- "23 [Cléante, Harpagon] \n",
- "24 [La Flèche, Cléante] \n",
- "25 [] \n",
- "26 [Harpagon, Le Commissaire, son Clerc] \n",
- "27 [Maître Jacques, Harpagon, Le Commissaire, son... \n",
- "28 [Valère, Harpagon, le Commissaire, son Clerc, ... \n",
- "29 [Élise, Mariane, Frosine, Harpagon, Valère, Ma... \n",
- "30 [Anselme, Harpagon, Élise, Mariane, Frosine, V... \n",
- "31 [Cléante, Valère, Mariane, Élise, Frosine, Har... "
+ " Acte Protagonistes \\\n",
+ "0 Acte Premier [Valère, Élise] \n",
+ "1 Acte Premier [Cléante, Élise] \n",
+ "2 Acte Premier [Harpagon, La Flèche] \n",
+ "3 Acte Premier [Élise, Cléante, Harpagon] \n",
+ "4 Acte Premier [Valère, Harpagon, Élise] \n",
+ "5 Acte II [Cléante, La Flèche] \n",
+ "6 Acte II [Maître Simon, Harpagon, Cléante, La Flèche] \n",
+ "7 Acte II [Frosine, Harpagon] \n",
+ "8 Acte II [La Flèche, Frosine] \n",
+ "9 Acte II [Harpagon, Frosine] \n",
+ "10 Acte III [Harpagon, Cléante, Élise, Valère, Dame Claude... \n",
+ "11 Acte III [Maître Jacques, Valère] \n",
+ "12 Acte III [Frosine, Mariane, Maître Jacques] \n",
+ "13 Acte III [Mariane, Frosine] \n",
+ "14 Acte III [Harpagon, Frosine, Mariane] \n",
+ "15 Acte III [Élise, Harpagon, Mariane, Frosine] \n",
+ "16 Acte III [Cléante, Harpagon, Élise, Mariane, Frosine] \n",
+ "17 Acte III [Harpagon, Mariane, Frosine, Cléante, Brindavo... \n",
+ "18 Acte III [Harpagon, Mariane, Cléante, Élise, Frosine, L... \n",
+ "19 Acte IV [Cléante, Mariane, Élise, Frosine] \n",
+ "20 Acte IV [Harpagon, Cléante, Mariane, Élise, Frosine] \n",
+ "21 Acte IV [Harpagon, Cléante] \n",
+ "22 Acte IV [Maître Jacques, Harpagon, Cléante] \n",
+ "23 Acte IV [Cléante, Harpagon] \n",
+ "24 Acte IV [La Flèche, Cléante] \n",
+ "25 Acte IV [] \n",
+ "26 Acte V [Harpagon, Le Commissaire, son Clerc] \n",
+ "27 Acte V [Maître Jacques, Harpagon, Le Commissaire, son... \n",
+ "28 Acte V [Valère, Harpagon, le Commissaire, son Clerc, ... \n",
+ "29 Acte V [Élise, Mariane, Frosine, Harpagon, Valère, Ma... \n",
+ "30 Acte V [Anselme, Harpagon, Élise, Mariane, Frosine, V... \n",
+ "31 Acte V [Cléante, Valère, Mariane, Élise, Frosine, Har... \n",
+ "\n",
+ " Scène \n",
+ "0 Scène Première \n",
+ "1 Scène II \n",
+ "2 Scène III \n",
+ "3 Scène IV \n",
+ "4 Scène V \n",
+ "5 Scène Première \n",
+ "6 Scène II \n",
+ "7 Scène III \n",
+ "8 Scène IV \n",
+ "9 Scène V \n",
+ "10 Scène Première \n",
+ "11 Scène II \n",
+ "12 Scène III \n",
+ "13 Scène IV \n",
+ "14 Scène V \n",
+ "15 Scène VI \n",
+ "16 Scène VII \n",
+ "17 Scène VIII \n",
+ "18 Scène IX \n",
+ "19 Scène Première \n",
+ "20 Scène II \n",
+ "21 Scène III \n",
+ "22 Scène IV \n",
+ "23 Scène V \n",
+ "24 Scène VI \n",
+ "25 Scène VII \n",
+ "26 Scène Première \n",
+ "27 Scène II \n",
+ "28 Scène III \n",
+ "29 Scène IV \n",
+ "30 Scène V \n",
+ "31 Scène VI "
]
},
- "execution_count": 6,
+ "execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
@@ -888,7 +1194,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 8,
"metadata": {
"slideshow": {
"slide_type": ""
@@ -918,278 +1224,278 @@
" \n",
" \n",
" Acte \n",
- " Scène \n",
" Intervenants \n",
+ " Scène \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" Acte Premier \n",
- " Scène Première \n",
" [Valère, Élise] \n",
+ " Scène Première \n",
" \n",
" \n",
" 1 \n",
" Acte Premier \n",
- " Scène II \n",
" [Cléante, Élise] \n",
+ " Scène II \n",
" \n",
" \n",
" 2 \n",
" Acte Premier \n",
- " Scène III \n",
" [Harpagon, La Flèche] \n",
+ " Scène III \n",
" \n",
" \n",
" 3 \n",
" Acte Premier \n",
- " Scène IV \n",
" [Harpagon, Cléante, Élise] \n",
+ " Scène IV \n",
" \n",
" \n",
" 4 \n",
" Acte Premier \n",
- " Scène V \n",
" [Harpagon, Valère, Élise] \n",
+ " Scène V \n",
" \n",
" \n",
" 5 \n",
" Acte II \n",
- " Scène Première \n",
" [Cléante, La Flèche] \n",
+ " Scène Première \n",
" \n",
" \n",
" 6 \n",
" Acte II \n",
- " Scène II \n",
" [Maître simon, Harpagon, La Flèche, Cléante] \n",
+ " Scène II \n",
" \n",
" \n",
" 7 \n",
" Acte II \n",
- " Scène III \n",
" [Frosine, Harpagon] \n",
+ " Scène III \n",
" \n",
" \n",
" 8 \n",
" Acte II \n",
- " Scène IV \n",
" [La Flèche, Frosine] \n",
+ " Scène IV \n",
" \n",
" \n",
" 9 \n",
" Acte II \n",
- " Scène V \n",
" [Harpagon, Frosine] \n",
+ " Scène V \n",
" \n",
" \n",
" 10 \n",
" Acte III \n",
- " Scène Première \n",
" [Harpagon, Maître Jacques, La Merluche, Brinda... \n",
+ " Scène Première \n",
" \n",
" \n",
" 11 \n",
" Acte III \n",
- " Scène II \n",
" [Valère, Maître Jacques] \n",
+ " Scène II \n",
" \n",
" \n",
" 12 \n",
" Acte III \n",
- " Scène III \n",
" [Frosine, Maître Jacques] \n",
+ " Scène III \n",
" \n",
" \n",
" 13 \n",
" Acte III \n",
- " Scène IV \n",
" [Mariane, Frosine] \n",
+ " Scène IV \n",
" \n",
" \n",
" 14 \n",
" Acte III \n",
- " Scène V \n",
" [Harpagon, Frosine] \n",
+ " Scène V \n",
" \n",
" \n",
" 15 \n",
" Acte III \n",
- " Scène VI \n",
" [Mariane, Élise, Harpagon, Frosine] \n",
+ " Scène VI \n",
" \n",
" \n",
" 16 \n",
" Acte III \n",
- " Scène VII \n",
" [Cléante, Mariane, Harpagon, Frosine, Valère] \n",
+ " Scène VII \n",
" \n",
" \n",
" 17 \n",
" Acte III \n",
- " Scène VIII \n",
" [Brindavoine, Harpagon] \n",
+ " Scène VIII \n",
" \n",
" \n",
" 18 \n",
" Acte III \n",
- " Scène IX \n",
" [La Merluche, Harpagon, Cléante, Valère] \n",
+ " Scène IX \n",
" \n",
" \n",
" 19 \n",
" Acte IV \n",
- " Scène Première \n",
" [Cléante, Élise, Mariane, Frosine] \n",
+ " Scène Première \n",
" \n",
" \n",
" 20 \n",
" Acte IV \n",
- " Scène II \n",
" [Harpagon, Élise, Cléante] \n",
+ " Scène II \n",
" \n",
" \n",
" 21 \n",
" Acte IV \n",
- " Scène III \n",
" [Harpagon, Cléante] \n",
+ " Scène III \n",
" \n",
" \n",
" 22 \n",
" Acte IV \n",
- " Scène IV \n",
" [Maître Jacques, Cléante, Harpagon] \n",
+ " Scène IV \n",
" \n",
" \n",
" 23 \n",
" Acte IV \n",
- " Scène V \n",
" [Cléante, Harpagon] \n",
+ " Scène V \n",
" \n",
" \n",
" 24 \n",
" Acte IV \n",
- " Scène VI \n",
" [La Flèche, Cléante] \n",
+ " Scène VI \n",
" \n",
" \n",
" 25 \n",
" Acte IV \n",
- " Scène VII \n",
" [Harpagon] \n",
+ " Scène VII \n",
" \n",
" \n",
" 26 \n",
" Acte V \n",
- " Scène Première \n",
" [Le Commissaire, Harpagon] \n",
+ " Scène Première \n",
" \n",
" \n",
" 27 \n",
" Acte V \n",
- " Scène II \n",
" [Maître Jacques, Harpagon, Le Commissaire] \n",
+ " Scène II \n",
" \n",
" \n",
" 28 \n",
" Acte V \n",
- " Scène III \n",
" [Harpagon, Valère, Maître Jacques] \n",
+ " Scène III \n",
" \n",
" \n",
" 29 \n",
" Acte V \n",
- " Scène IV \n",
" [Harpagon, Valère, Élise, Maître Jacques, Fros... \n",
+ " Scène IV \n",
" \n",
" \n",
" 30 \n",
" Acte V \n",
- " Scène V \n",
" [Anselme, Harpagon, Valère, Mariane, Maître Ja... \n",
+ " Scène V \n",
" \n",
" \n",
" 31 \n",
" Acte V \n",
- " Scène VI \n",
" [Cléante, Harpagon, Mariane, Anselme, Le Commi... \n",
+ " Scène VI \n",
" \n",
" \n",
"\n",
""
],
"text/plain": [
- " Acte Scène \\\n",
- "0 Acte Premier Scène Première \n",
- "1 Acte Premier Scène II \n",
- "2 Acte Premier Scène III \n",
- "3 Acte Premier Scène IV \n",
- "4 Acte Premier Scène V \n",
- "5 Acte II Scène Première \n",
- "6 Acte II Scène II \n",
- "7 Acte II Scène III \n",
- "8 Acte II Scène IV \n",
- "9 Acte II Scène V \n",
- "10 Acte III Scène Première \n",
- "11 Acte III Scène II \n",
- "12 Acte III Scène III \n",
- "13 Acte III Scène IV \n",
- "14 Acte III Scène V \n",
- "15 Acte III Scène VI \n",
- "16 Acte III Scène VII \n",
- "17 Acte III Scène VIII \n",
- "18 Acte III Scène IX \n",
- "19 Acte IV Scène Première \n",
- "20 Acte IV Scène II \n",
- "21 Acte IV Scène III \n",
- "22 Acte IV Scène IV \n",
- "23 Acte IV Scène V \n",
- "24 Acte IV Scène VI \n",
- "25 Acte IV Scène VII \n",
- "26 Acte V Scène Première \n",
- "27 Acte V Scène II \n",
- "28 Acte V Scène III \n",
- "29 Acte V Scène IV \n",
- "30 Acte V Scène V \n",
- "31 Acte V Scène VI \n",
- "\n",
- " Intervenants \n",
- "0 [Valère, Élise] \n",
- "1 [Cléante, Élise] \n",
- "2 [Harpagon, La Flèche] \n",
- "3 [Harpagon, Cléante, Élise] \n",
- "4 [Harpagon, Valère, Élise] \n",
- "5 [Cléante, La Flèche] \n",
- "6 [Maître simon, Harpagon, La Flèche, Cléante] \n",
- "7 [Frosine, Harpagon] \n",
- "8 [La Flèche, Frosine] \n",
- "9 [Harpagon, Frosine] \n",
- "10 [Harpagon, Maître Jacques, La Merluche, Brinda... \n",
- "11 [Valère, Maître Jacques] \n",
- "12 [Frosine, Maître Jacques] \n",
- "13 [Mariane, Frosine] \n",
- "14 [Harpagon, Frosine] \n",
- "15 [Mariane, Élise, Harpagon, Frosine] \n",
- "16 [Cléante, Mariane, Harpagon, Frosine, Valère] \n",
- "17 [Brindavoine, Harpagon] \n",
- "18 [La Merluche, Harpagon, Cléante, Valère] \n",
- "19 [Cléante, Élise, Mariane, Frosine] \n",
- "20 [Harpagon, Élise, Cléante] \n",
- "21 [Harpagon, Cléante] \n",
- "22 [Maître Jacques, Cléante, Harpagon] \n",
- "23 [Cléante, Harpagon] \n",
- "24 [La Flèche, Cléante] \n",
- "25 [Harpagon] \n",
- "26 [Le Commissaire, Harpagon] \n",
- "27 [Maître Jacques, Harpagon, Le Commissaire] \n",
- "28 [Harpagon, Valère, Maître Jacques] \n",
- "29 [Harpagon, Valère, Élise, Maître Jacques, Fros... \n",
- "30 [Anselme, Harpagon, Valère, Mariane, Maître Ja... \n",
- "31 [Cléante, Harpagon, Mariane, Anselme, Le Commi... "
+ " Acte Intervenants \\\n",
+ "0 Acte Premier [Valère, Élise] \n",
+ "1 Acte Premier [Cléante, Élise] \n",
+ "2 Acte Premier [Harpagon, La Flèche] \n",
+ "3 Acte Premier [Harpagon, Cléante, Élise] \n",
+ "4 Acte Premier [Harpagon, Valère, Élise] \n",
+ "5 Acte II [Cléante, La Flèche] \n",
+ "6 Acte II [Maître simon, Harpagon, La Flèche, Cléante] \n",
+ "7 Acte II [Frosine, Harpagon] \n",
+ "8 Acte II [La Flèche, Frosine] \n",
+ "9 Acte II [Harpagon, Frosine] \n",
+ "10 Acte III [Harpagon, Maître Jacques, La Merluche, Brinda... \n",
+ "11 Acte III [Valère, Maître Jacques] \n",
+ "12 Acte III [Frosine, Maître Jacques] \n",
+ "13 Acte III [Mariane, Frosine] \n",
+ "14 Acte III [Harpagon, Frosine] \n",
+ "15 Acte III [Mariane, Élise, Harpagon, Frosine] \n",
+ "16 Acte III [Cléante, Mariane, Harpagon, Frosine, Valère] \n",
+ "17 Acte III [Brindavoine, Harpagon] \n",
+ "18 Acte III [La Merluche, Harpagon, Cléante, Valère] \n",
+ "19 Acte IV [Cléante, Élise, Mariane, Frosine] \n",
+ "20 Acte IV [Harpagon, Élise, Cléante] \n",
+ "21 Acte IV [Harpagon, Cléante] \n",
+ "22 Acte IV [Maître Jacques, Cléante, Harpagon] \n",
+ "23 Acte IV [Cléante, Harpagon] \n",
+ "24 Acte IV [La Flèche, Cléante] \n",
+ "25 Acte IV [Harpagon] \n",
+ "26 Acte V [Le Commissaire, Harpagon] \n",
+ "27 Acte V [Maître Jacques, Harpagon, Le Commissaire] \n",
+ "28 Acte V [Harpagon, Valère, Maître Jacques] \n",
+ "29 Acte V [Harpagon, Valère, Élise, Maître Jacques, Fros... \n",
+ "30 Acte V [Anselme, Harpagon, Valère, Mariane, Maître Ja... \n",
+ "31 Acte V [Cléante, Harpagon, Mariane, Anselme, Le Commi... \n",
+ "\n",
+ " Scène \n",
+ "0 Scène Première \n",
+ "1 Scène II \n",
+ "2 Scène III \n",
+ "3 Scène IV \n",
+ "4 Scène V \n",
+ "5 Scène Première \n",
+ "6 Scène II \n",
+ "7 Scène III \n",
+ "8 Scène IV \n",
+ "9 Scène V \n",
+ "10 Scène Première \n",
+ "11 Scène II \n",
+ "12 Scène III \n",
+ "13 Scène IV \n",
+ "14 Scène V \n",
+ "15 Scène VI \n",
+ "16 Scène VII \n",
+ "17 Scène VIII \n",
+ "18 Scène IX \n",
+ "19 Scène Première \n",
+ "20 Scène II \n",
+ "21 Scène III \n",
+ "22 Scène IV \n",
+ "23 Scène V \n",
+ "24 Scène VI \n",
+ "25 Scène VII \n",
+ "26 Scène Première \n",
+ "27 Scène II \n",
+ "28 Scène III \n",
+ "29 Scène IV \n",
+ "30 Scène V \n",
+ "31 Scène VI "
]
},
- "execution_count": 7,
+ "execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
@@ -1224,7 +1530,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
@@ -1266,27 +1572,27 @@
" \n",
" \n",
" 3 \n",
- " Élise \n",
+ " Frosine \n",
" \n",
" \n",
" 4 \n",
- " Frosine \n",
+ " Harpagon \n",
" \n",
" \n",
" 5 \n",
- " Harpagon \n",
+ " La Flèche \n",
" \n",
" \n",
" 6 \n",
- " La Flèche \n",
+ " La Merluche \n",
" \n",
" \n",
" 7 \n",
- " La Merluche \n",
+ " Le Commissaire \n",
" \n",
" \n",
" 8 \n",
- " Le Commissaire \n",
+ " Mariane \n",
" \n",
" \n",
" 9 \n",
@@ -1298,11 +1604,11 @@
" \n",
" \n",
" 11 \n",
- " Mariane \n",
+ " Valère \n",
" \n",
" \n",
" 12 \n",
- " Valère \n",
+ " Élise \n",
" \n",
" \n",
"\n",
@@ -1313,19 +1619,19 @@
"0 Anselme\n",
"1 Brindavoine\n",
"2 Cléante\n",
- "3 Élise\n",
- "4 Frosine\n",
- "5 Harpagon\n",
- "6 La Flèche\n",
- "7 La Merluche\n",
- "8 Le Commissaire\n",
+ "3 Frosine\n",
+ "4 Harpagon\n",
+ "5 La Flèche\n",
+ "6 La Merluche\n",
+ "7 Le Commissaire\n",
+ "8 Mariane\n",
"9 Maître Jacques\n",
"10 Maître simon\n",
- "11 Mariane\n",
- "12 Valère"
+ "11 Valère\n",
+ "12 Élise"
]
},
- "execution_count": 8,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@@ -1351,7 +1657,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
@@ -1412,7 +1718,7 @@
"3 Maitre Simon None"
]
},
- "execution_count": 9,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
@@ -1464,7 +1770,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
@@ -1488,7 +1794,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 12,
"metadata": {},
"outputs": [
{
@@ -1555,6 +1861,181 @@
" 1 \n",
" \n",
" \n",
+ " 5 \n",
+ " Acte II \n",
+ " Scène III \n",
+ " Harpagon \n",
+ " 21 \n",
+ " \n",
+ " \n",
+ " 6 \n",
+ " Acte II \n",
+ " Scène IV \n",
+ " Frosine \n",
+ " 130 \n",
+ " \n",
+ " \n",
+ " 7 \n",
+ " Acte II \n",
+ " Scène IV \n",
+ " La Flèche \n",
+ " 292 \n",
+ " \n",
+ " \n",
+ " 8 \n",
+ " Acte II \n",
+ " Scène Première \n",
+ " Cléante \n",
+ " 379 \n",
+ " \n",
+ " \n",
+ " 9 \n",
+ " Acte II \n",
+ " Scène Première \n",
+ " La Flèche \n",
+ " 903 \n",
+ " \n",
+ " \n",
+ " 10 \n",
+ " Acte II \n",
+ " Scène V \n",
+ " Frosine \n",
+ " 1482 \n",
+ " \n",
+ " \n",
+ " 11 \n",
+ " Acte II \n",
+ " Scène V \n",
+ " Harpagon \n",
+ " 555 \n",
+ " \n",
+ " \n",
+ " 12 \n",
+ " Acte III \n",
+ " Scène II \n",
+ " Maître Jacques \n",
+ " 186 \n",
+ " \n",
+ " \n",
+ " 13 \n",
+ " Acte III \n",
+ " Scène II \n",
+ " Valère \n",
+ " 92 \n",
+ " \n",
+ " \n",
+ " 14 \n",
+ " Acte III \n",
+ " Scène III \n",
+ " Frosine \n",
+ " 19 \n",
+ " \n",
+ " \n",
+ " 15 \n",
+ " Acte III \n",
+ " Scène III \n",
+ " Maître Jacques \n",
+ " 11 \n",
+ " \n",
+ " \n",
+ " 16 \n",
+ " Acte III \n",
+ " Scène IV \n",
+ " Frosine \n",
+ " 191 \n",
+ " \n",
+ " \n",
+ " 17 \n",
+ " Acte III \n",
+ " Scène IV \n",
+ " Mariane \n",
+ " 185 \n",
+ " \n",
+ " \n",
+ " 18 \n",
+ " Acte III \n",
+ " Scène IX \n",
+ " Cléante \n",
+ " 40 \n",
+ " \n",
+ " \n",
+ " 19 \n",
+ " Acte III \n",
+ " Scène IX \n",
+ " Harpagon \n",
+ " 73 \n",
+ " \n",
+ " \n",
+ " 20 \n",
+ " Acte III \n",
+ " Scène IX \n",
+ " La Merluche \n",
+ " 21 \n",
+ " \n",
+ " \n",
+ " 21 \n",
+ " Acte III \n",
+ " Scène IX \n",
+ " Valère \n",
+ " 7 \n",
+ " \n",
+ " \n",
+ " 22 \n",
+ " Acte III \n",
+ " Scène Première \n",
+ " Brindavoine \n",
+ " 23 \n",
+ " \n",
+ " \n",
+ " 23 \n",
+ " Acte III \n",
+ " Scène Première \n",
+ " Cléante \n",
+ " 76 \n",
+ " \n",
+ " \n",
+ " 24 \n",
+ " Acte III \n",
+ " Scène Première \n",
+ " Harpagon \n",
+ " 747 \n",
+ " \n",
+ " \n",
+ " 25 \n",
+ " Acte III \n",
+ " Scène Première \n",
+ " La Merluche \n",
+ " 26 \n",
+ " \n",
+ " \n",
+ " 26 \n",
+ " Acte III \n",
+ " Scène Première \n",
+ " Maître Jacques \n",
+ " 779 \n",
+ " \n",
+ " \n",
+ " 27 \n",
+ " Acte III \n",
+ " Scène Première \n",
+ " Valère \n",
+ " 249 \n",
+ " \n",
+ " \n",
+ " 28 \n",
+ " Acte III \n",
+ " Scène Première \n",
+ " Élise \n",
+ " 3 \n",
+ " \n",
+ " \n",
+ " 29 \n",
+ " Acte III \n",
+ " Scène V \n",
+ " Frosine \n",
+ " 26 \n",
+ " \n",
+ " \n",
" ... \n",
" ... \n",
" ... \n",
@@ -1562,6 +2043,181 @@
" ... \n",
" \n",
" \n",
+ " 65 \n",
+ " Acte Premier \n",
+ " Scène IV \n",
+ " Élise \n",
+ " 162 \n",
+ " \n",
+ " \n",
+ " 66 \n",
+ " Acte Premier \n",
+ " Scène Première \n",
+ " Valère \n",
+ " 630 \n",
+ " \n",
+ " \n",
+ " 67 \n",
+ " Acte Premier \n",
+ " Scène Première \n",
+ " Élise \n",
+ " 491 \n",
+ " \n",
+ " \n",
+ " 68 \n",
+ " Acte Premier \n",
+ " Scène V \n",
+ " Harpagon \n",
+ " 271 \n",
+ " \n",
+ " \n",
+ " 69 \n",
+ " Acte Premier \n",
+ " Scène V \n",
+ " Valère \n",
+ " 701 \n",
+ " \n",
+ " \n",
+ " 70 \n",
+ " Acte Premier \n",
+ " Scène V \n",
+ " Élise \n",
+ " 36 \n",
+ " \n",
+ " \n",
+ " 71 \n",
+ " Acte V \n",
+ " Scène II \n",
+ " Harpagon \n",
+ " 182 \n",
+ " \n",
+ " \n",
+ " 72 \n",
+ " Acte V \n",
+ " Scène II \n",
+ " Le Commissaire \n",
+ " 159 \n",
+ " \n",
+ " \n",
+ " 73 \n",
+ " Acte V \n",
+ " Scène II \n",
+ " Maître Jacques \n",
+ " 348 \n",
+ " \n",
+ " \n",
+ " 74 \n",
+ " Acte V \n",
+ " Scène III \n",
+ " Harpagon \n",
+ " 441 \n",
+ " \n",
+ " \n",
+ " 75 \n",
+ " Acte V \n",
+ " Scène III \n",
+ " Maître Jacques \n",
+ " 11 \n",
+ " \n",
+ " \n",
+ " 76 \n",
+ " Acte V \n",
+ " Scène III \n",
+ " Valère \n",
+ " 641 \n",
+ " \n",
+ " \n",
+ " 77 \n",
+ " Acte V \n",
+ " Scène IV \n",
+ " Frosine \n",
+ " 4 \n",
+ " \n",
+ " \n",
+ " 78 \n",
+ " Acte V \n",
+ " Scène IV \n",
+ " Harpagon \n",
+ " 124 \n",
+ " \n",
+ " \n",
+ " 79 \n",
+ " Acte V \n",
+ " Scène IV \n",
+ " Maître Jacques \n",
+ " 7 \n",
+ " \n",
+ " \n",
+ " 80 \n",
+ " Acte V \n",
+ " Scène IV \n",
+ " Valère \n",
+ " 22 \n",
+ " \n",
+ " \n",
+ " 81 \n",
+ " Acte V \n",
+ " Scène IV \n",
+ " Élise \n",
+ " 143 \n",
+ " \n",
+ " \n",
+ " 82 \n",
+ " Acte V \n",
+ " Scène Première \n",
+ " Harpagon \n",
+ " 89 \n",
+ " \n",
+ " \n",
+ " 83 \n",
+ " Acte V \n",
+ " Scène Première \n",
+ " Le Commissaire \n",
+ " 109 \n",
+ " \n",
+ " \n",
+ " 84 \n",
+ " Acte V \n",
+ " Scène V \n",
+ " Anselme \n",
+ " 403 \n",
+ " \n",
+ " \n",
+ " 85 \n",
+ " Acte V \n",
+ " Scène V \n",
+ " Harpagon \n",
+ " 258 \n",
+ " \n",
+ " \n",
+ " 86 \n",
+ " Acte V \n",
+ " Scène V \n",
+ " Mariane \n",
+ " 192 \n",
+ " \n",
+ " \n",
+ " 87 \n",
+ " Acte V \n",
+ " Scène V \n",
+ " Maître Jacques \n",
+ " 7 \n",
+ " \n",
+ " \n",
+ " 88 \n",
+ " Acte V \n",
+ " Scène V \n",
+ " Valère \n",
+ " 376 \n",
+ " \n",
+ " \n",
+ " 89 \n",
+ " Acte V \n",
+ " Scène VI \n",
+ " Anselme \n",
+ " 114 \n",
+ " \n",
+ " \n",
" 90 \n",
" Acte V \n",
" Scène VI \n",
@@ -1602,23 +2258,73 @@
""
],
"text/plain": [
- " Acte Scène Personnage Mots\n",
- "0 Acte II Scène II Cléante 127\n",
- "1 Acte II Scène II Harpagon 171\n",
- "2 Acte II Scène II La Flèche 12\n",
- "3 Acte II Scène II Maître Simon 197\n",
- "4 Acte II Scène III Frosine 1\n",
- ".. ... ... ... ...\n",
- "90 Acte V Scène VI Cléante 130\n",
- "91 Acte V Scène VI Harpagon 89\n",
- "92 Acte V Scène VI Le Commissaire 26\n",
- "93 Acte V Scène VI Mariane 36\n",
- "94 Acte V Scène VI Maître Jacques 23\n",
+ " Acte Scène Personnage Mots\n",
+ "0 Acte II Scène II Cléante 127\n",
+ "1 Acte II Scène II Harpagon 171\n",
+ "2 Acte II Scène II La Flèche 12\n",
+ "3 Acte II Scène II Maître Simon 197\n",
+ "4 Acte II Scène III Frosine 1\n",
+ "5 Acte II Scène III Harpagon 21\n",
+ "6 Acte II Scène IV Frosine 130\n",
+ "7 Acte II Scène IV La Flèche 292\n",
+ "8 Acte II Scène Première Cléante 379\n",
+ "9 Acte II Scène Première La Flèche 903\n",
+ "10 Acte II Scène V Frosine 1482\n",
+ "11 Acte II Scène V Harpagon 555\n",
+ "12 Acte III Scène II Maître Jacques 186\n",
+ "13 Acte III Scène II Valère 92\n",
+ "14 Acte III Scène III Frosine 19\n",
+ "15 Acte III Scène III Maître Jacques 11\n",
+ "16 Acte III Scène IV Frosine 191\n",
+ "17 Acte III Scène IV Mariane 185\n",
+ "18 Acte III Scène IX Cléante 40\n",
+ "19 Acte III Scène IX Harpagon 73\n",
+ "20 Acte III Scène IX La Merluche 21\n",
+ "21 Acte III Scène IX Valère 7\n",
+ "22 Acte III Scène Première Brindavoine 23\n",
+ "23 Acte III Scène Première Cléante 76\n",
+ "24 Acte III Scène Première Harpagon 747\n",
+ "25 Acte III Scène Première La Merluche 26\n",
+ "26 Acte III Scène Première Maître Jacques 779\n",
+ "27 Acte III Scène Première Valère 249\n",
+ "28 Acte III Scène Première Élise 3\n",
+ "29 Acte III Scène V Frosine 26\n",
+ ".. ... ... ... ...\n",
+ "65 Acte Premier Scène IV Élise 162\n",
+ "66 Acte Premier Scène Première Valère 630\n",
+ "67 Acte Premier Scène Première Élise 491\n",
+ "68 Acte Premier Scène V Harpagon 271\n",
+ "69 Acte Premier Scène V Valère 701\n",
+ "70 Acte Premier Scène V Élise 36\n",
+ "71 Acte V Scène II Harpagon 182\n",
+ "72 Acte V Scène II Le Commissaire 159\n",
+ "73 Acte V Scène II Maître Jacques 348\n",
+ "74 Acte V Scène III Harpagon 441\n",
+ "75 Acte V Scène III Maître Jacques 11\n",
+ "76 Acte V Scène III Valère 641\n",
+ "77 Acte V Scène IV Frosine 4\n",
+ "78 Acte V Scène IV Harpagon 124\n",
+ "79 Acte V Scène IV Maître Jacques 7\n",
+ "80 Acte V Scène IV Valère 22\n",
+ "81 Acte V Scène IV Élise 143\n",
+ "82 Acte V Scène Première Harpagon 89\n",
+ "83 Acte V Scène Première Le Commissaire 109\n",
+ "84 Acte V Scène V Anselme 403\n",
+ "85 Acte V Scène V Harpagon 258\n",
+ "86 Acte V Scène V Mariane 192\n",
+ "87 Acte V Scène V Maître Jacques 7\n",
+ "88 Acte V Scène V Valère 376\n",
+ "89 Acte V Scène VI Anselme 114\n",
+ "90 Acte V Scène VI Cléante 130\n",
+ "91 Acte V Scène VI Harpagon 89\n",
+ "92 Acte V Scène VI Le Commissaire 26\n",
+ "93 Acte V Scène VI Mariane 36\n",
+ "94 Acte V Scène VI Maître Jacques 23\n",
"\n",
"[95 rows x 4 columns]"
]
},
- "execution_count": 11,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -1666,7 +2372,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
@@ -1707,14 +2413,14 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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\n",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -1733,7 +2439,7 @@
"colors = [color_map[p] for p in labels]\n",
"\n",
"fig, ax = plt.subplots(figsize=(7, 7))\n",
- "wedges, _ = ax.pie(values, colors=colors, startangle=90, counterclock=False, normalize=True)\n",
+ "wedges, _ = ax.pie(values, colors=colors, startangle=90, counterclock=False)\n",
"\n",
"small_roles = global_df.sort_values().head(n_small) # les moins bavards, ordre croissant\n",
"\n",
@@ -1788,7 +2494,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 15,
"metadata": {
"slideshow": {
"slide_type": ""
@@ -2049,16 +2755,27 @@
"14 26 l. (1 %) 24 % 418 l. (7 %) 3,8 pers. "
]
},
- "execution_count": 14,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Agrégats au niveau des scènes\n",
- "scene_totals = (df_speeches.groupby([\"Acte\", \"Scène\"], as_index=False)\n",
- " .agg(scene_lines=(\"Lignes\", \"sum\"),\n",
- " participants=(\"Personnage\", \"nunique\")))\n",
+ "scene_totals = (\n",
+ " df_speeches\n",
+ " .groupby([\"Acte\", \"Scène\"], as_index=False)\n",
+ " .agg({\n",
+ " \"Lignes\": \"sum\",\n",
+ " \"Personnage\": \"nunique\",\n",
+ " })\n",
+ ")\n",
+ "\n",
+ "scene_totals = scene_totals.rename(columns={\n",
+ " \"Lignes\": \"scene_lines\",\n",
+ " \"Personnage\": \"participants\",\n",
+ "})\n",
+ "\n",
"scene_totals[\"textexpers\"] = scene_totals[\"scene_lines\"] * scene_totals[\"participants\"]\n",
"scene_totals[\"SceneKey\"] = scene_totals[\"Acte\"] + \" | \" + scene_totals[\"Scène\"]\n",
"\n",
@@ -2066,20 +2783,41 @@
"textexpers_total = scene_totals[\"textexpers\"].sum()\n",
"\n",
"# Statistiques par personnage\n",
- "speech_stats = df_speeches.groupby(\"Personnage\").agg(\n",
- " repl=(\"Texte\", \"count\"),\n",
- " text_lines=(\"Lignes\", \"sum\"),\n",
+ "speech_stats = (\n",
+ " df_speeches\n",
+ " .groupby(\"Personnage\")\n",
+ " .agg({\n",
+ " \"Texte\": \"count\",\n",
+ " \"Lignes\": \"sum\",\n",
+ " })\n",
+ " .rename(columns={\n",
+ " \"Texte\": \"repl\",\n",
+ " \"Lignes\": \"text_lines\",\n",
+ " })\n",
")\n",
"\n",
- "presence = (df_speeches[[\"Acte\", \"Scène\", \"Personnage\"]]\n",
- " .drop_duplicates()\n",
- " .merge(scene_totals[[\"Acte\", \"Scène\", \"scene_lines\", \"textexpers\"]],\n",
- " on=[\"Acte\", \"Scène\"], how=\"left\"))\n",
+ "presence = (\n",
+ " df_speeches[[\"Acte\", \"Scène\", \"Personnage\"]]\n",
+ " .drop_duplicates()\n",
+ " .merge(\n",
+ " scene_totals[[\"Acte\", \"Scène\", \"scene_lines\", \"textexpers\"]],\n",
+ " on=[\"Acte\", \"Scène\"],\n",
+ " how=\"left\",\n",
+ " )\n",
+ ")\n",
"\n",
- "presence_stats = presence.groupby(\"Personnage\").agg(\n",
- " scenes=(\"Scène\", \"count\"),\n",
- " presence_lines=(\"scene_lines\", \"sum\"),\n",
- " textexpers=(\"textexpers\", \"sum\"),\n",
+ "presence_stats = (\n",
+ " presence\n",
+ " .groupby(\"Personnage\")\n",
+ " .agg({\n",
+ " \"Scène\": \"count\",\n",
+ " \"scene_lines\": \"sum\",\n",
+ " \"textexpers\": \"sum\",\n",
+ " })\n",
+ " .rename(columns={\n",
+ " \"Scène\": \"scenes\",\n",
+ " \"scene_lines\": \"presence_lines\",\n",
+ " })\n",
")\n",
"\n",
"roles = speech_stats.join(presence_stats, how=\"outer\").fillna(0)\n",
@@ -2099,7 +2837,10 @@
"roles = roles.replace([np.inf, -np.inf], 0).fillna(0)\n",
"\n",
"# Ordre basé sur la distribution initiale\n",
- "role_order = [name for name in (resolve_name(p) for p in dramatis_personae[\"Personnage\"]) if name in roles.index]\n",
+ "role_order = [\n",
+ " name for name in (resolve_name(p) for p in dramatis_personae[\"Personnage\"])\n",
+ " if name in roles.index\n",
+ "]\n",
"role_order += [r for r in roles.index if r not in role_order]\n",
"\n",
"roles = roles.loc[role_order]\n",
@@ -2113,15 +2854,19 @@
" \"presence_pct\": 1.0,\n",
" \"text_lines\": df_speeches[\"Lignes\"].sum(),\n",
" \"text_pct\": 1.0,\n",
- " \"text_presence_pct\": df_speeches[\"Lignes\"].sum() / total_lines_play if total_lines_play else 0,\n",
+ " \"text_presence_pct\": (\n",
+ " df_speeches[\"Lignes\"].sum() / total_lines_play if total_lines_play else 0\n",
+ " ),\n",
" \"textexpers\": textexpers_total,\n",
" \"textexpers_pct\": 1.0,\n",
" \"interlocution\": textexpers_total / total_lines_play if total_lines_play else 0,\n",
"})\n",
"\n",
"roles = pd.concat([\n",
- " pd.DataFrame({\"Personnage\": [\"[TOUS]\"]}).set_index(\"Personnage\").assign(**all_row),\n",
- " roles\n",
+ " pd.DataFrame({\"Personnage\": [\"[TOUS]\"]})\n",
+ " .set_index(\"Personnage\")\n",
+ " .assign(**all_row),\n",
+ " roles,\n",
"])\n",
"\n",
"roles.index.name = \"Rôle\"\n",
@@ -2131,10 +2876,13 @@
"def format_number(value, decimals=0):\n",
" fmt = f\"{value:,.{decimals}f}\"\n",
" return fmt.replace(\",\", \" \").replace(\".\", \",\")\n",
+ "\n",
"def format_lines(value, decimals=0):\n",
" return f\"{format_number(round(value, decimals), decimals)} l.\"\n",
+ "\n",
"def format_percent(value, decimals=0):\n",
" return f\"{format_number(value * 100, decimals)} %\"\n",
+ "\n",
"def format_people(value):\n",
" return f\"{format_number(value, 1)} pers.\"\n",
"\n",
@@ -2143,11 +2891,13 @@
"roles_display[\"Répl.\"] = roles_display[\"repl\"].fillna(0).astype(int).astype(str) + \" répl.\"\n",
"roles_display[\"Répl. moy.\"] = roles_display[\"repl_moy\"].apply(lambda v: format_lines(v, 1))\n",
"roles_display[\"Présence\"] = roles_display.apply(\n",
- " lambda r: f\"{format_lines(r['presence_lines'])}\" + (f\" ({format_percent(r['presence_pct'])})\" if r[\"presence_lines\"] else \"\"),\n",
+ " lambda r: f\"{format_lines(r['presence_lines'])}\"\n",
+ " + (f\" ({format_percent(r['presence_pct'])})\" if r[\"presence_lines\"] else \"\"),\n",
" axis=1,\n",
")\n",
"roles_display[\"Texte\"] = roles_display.apply(\n",
- " lambda r: f\"{format_lines(r['text_lines'])}\" + (f\" ({format_percent(r['text_pct'])})\" if r[\"text_lines\"] else \"\"),\n",
+ " lambda r: f\"{format_lines(r['text_lines'])}\"\n",
+ " + (f\" ({format_percent(r['text_pct'])})\" if r[\"text_lines\"] else \"\"),\n",
" axis=1,\n",
")\n",
"roles_display[\"Texte % prés.\"] = roles_display[\"text_presence_pct\"].apply(lambda v: format_percent(v, 0))\n",
@@ -2157,7 +2907,11 @@
")\n",
"roles_display[\"Interlocution\"] = roles_display[\"interlocution\"].apply(format_people)\n",
"\n",
- "roles_table = roles_display[[\"Rôle\", \"Scènes\", \"Répl.\", \"Répl. moy.\", \"Présence\", \"Texte\", \"Texte % prés.\", \"Texte × pers.\", \"Interlocution\"]]\n",
+ "roles_table = roles_display[\n",
+ " [\"Rôle\", \"Scènes\", \"Répl.\", \"Répl. moy.\", \"Présence\",\n",
+ " \"Texte\", \"Texte % prés.\", \"Texte × pers.\", \"Interlocution\"]\n",
+ "]\n",
+ "\n",
"roles_table\n"
]
},
@@ -2185,7 +2939,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
@@ -2209,324 +2963,295 @@
" \n",
" \n",
" \n",
- " Relation \n",
" Détail \n",
+ " Interlocution \n",
+ " Relation \n",
" Scènes \n",
" Texte \n",
- " Interlocution \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
- " Harpagon \n",
" 33 l. (100 %) 1 répl. 32,7 l. \n",
+ " 1,0 pers. \n",
+ " Harpagon \n",
" 1 sc. \n",
" 33 l. (2 %) \n",
- " 1,0 pers. \n",
" \n",
" \n",
" 1 \n",
- " Cléante / Harpagon \n",
" 135 l. (49 %) 97 répl. 1,4 l. - 140 l. (51 %) ... \n",
+ " 4,6 pers. \n",
+ " Cléante / Harpagon \n",
" 9 sc. \n",
" 275 l. (16 %) \n",
- " 4,6 pers. \n",
" \n",
" \n",
" 2 \n",
- " Harpagon / Élise \n",
" 41 l. (60 %) 28 répl. 1,5 l. - 28 l. (40 %) 28... \n",
+ " 4,7 pers. \n",
+ " Harpagon / Élise \n",
" 6 sc. \n",
" 69 l. (4 %) \n",
- " 4,7 pers. \n",
" \n",
" \n",
" 3 \n",
- " Harpagon / Valère \n",
" 96 l. (44 %) 65 répl. 1,5 l. - 121 l. (56 %) 5... \n",
+ " 4,9 pers. \n",
+ " Harpagon / Valère \n",
" 7 sc. \n",
" 217 l. (12 %) \n",
- " 4,9 pers. \n",
" \n",
" \n",
" 4 \n",
- " Harpagon / Mariane \n",
" 9 l. (39 %) 7 répl. 1,2 l. - 13 l. (61 %) 5 ré... \n",
+ " 4,9 pers. \n",
+ " Harpagon / Mariane \n",
" 2 sc. \n",
" 22 l. (1 %) \n",
- " 4,9 pers. \n",
" \n",
" \n",
" 5 \n",
- " Anselme / Harpagon \n",
" 25 l. (71 %) 11 répl. 2,2 l. - 10 l. (29 %) 8 ... \n",
+ " 5,3 pers. \n",
+ " Anselme / Harpagon \n",
" 2 sc. \n",
" 35 l. (2 %) \n",
- " 5,3 pers. \n",
" \n",
" \n",
" 6 \n",
- " Frosine / Harpagon \n",
" 128 l. (70 %) 39 répl. 3,3 l. - 56 l. (30 %) 3... \n",
+ " 3,0 pers. \n",
+ " Frosine / Harpagon \n",
" 5 sc. \n",
" 184 l. (10 %) \n",
- " 3,0 pers. \n",
" \n",
" \n",
" 7 \n",
- " Harpagon / Maître Simon \n",
" 5 l. (22 %) 3 répl. 1,5 l. - 16 l. (78 %) 4 ré... \n",
+ " 4,0 pers. \n",
+ " Harpagon / Maître Simon \n",
" 1 sc. \n",
" 20 l. (1 %) \n",
- " 4,0 pers. \n",
" \n",
" \n",
" 8 \n",
- " Harpagon / Maître Jacques \n",
" 58 l. (38 %) 49 répl. 1,2 l. - 94 l. (62 %) 51... \n",
+ " 4,9 pers. \n",
+ " Harpagon / Maître Jacques \n",
" 7 sc. \n",
" 153 l. (9 %) \n",
- " 4,9 pers. \n",
" \n",
" \n",
" 9 \n",
- " Harpagon / La Flèche \n",
" 35 l. (62 %) 33 répl. 1,1 l. - 22 l. (38 %) 33... \n",
+ " 2,0 pers. \n",
+ " Harpagon / La Flèche \n",
" 1 sc. \n",
" 57 l. (3 %) \n",
- " 2,0 pers. \n",
" \n",
" \n",
" 10 \n",
- " Brindavoine / Harpagon \n",
" 1 l. (38 %) 2 répl. 0,7 l. - 2 l. (62 %) 2 rép... \n",
+ " 6,9 pers. \n",
+ " Brindavoine / Harpagon \n",
" 2 sc. \n",
" 4 l. (0 %) \n",
- " 6,9 pers. \n",
" \n",
" \n",
" 11 \n",
- " Harpagon / La Merluche \n",
" 1 l. (11 %) 1 répl. 0,6 l. - 5 l. (89 %) 5 rép... \n",
+ " 6,8 pers. \n",
+ " Harpagon / La Merluche \n",
" 2 sc. \n",
" 5 l. (0 %) \n",
- " 6,8 pers. \n",
" \n",
" \n",
" 12 \n",
- " Harpagon / Le Commissaire \n",
" 11 l. (53 %) 10 répl. 1,1 l. - 10 l. (47 %) 9 ... \n",
+ " 3,8 pers. \n",
+ " Harpagon / Le Commissaire \n",
" 3 sc. \n",
" 21 l. (1 %) \n",
- " 3,8 pers. \n",
" \n",
" \n",
" 13 \n",
- " Cléante / Élise \n",
" 66 l. (84 %) 10 répl. 6,6 l. - 13 l. (16 %) 9 ... \n",
+ " 3,0 pers. \n",
+ " Cléante / Élise \n",
" 2 sc. \n",
" 78 l. (4 %) \n",
- " 3,0 pers. \n",
" \n",
" \n",
" 14 \n",
- " Cléante / Mariane \n",
" 31 l. (60 %) 12 répl. 2,6 l. - 21 l. (40 %) 10... \n",
+ " 4,8 pers. \n",
+ " Cléante / Mariane \n",
" 3 sc. \n",
" 52 l. (3 %) \n",
- " 4,8 pers. \n",
" \n",
" \n",
" 15 \n",
- " Cléante / Frosine \n",
" 3 l. (8 %) 5 répl. 0,6 l. - 37 l. (92 %) 6 rép... \n",
+ " 4,5 pers. \n",
+ " Cléante / Frosine \n",
" 2 sc. \n",
" 40 l. (2 %) \n",
- " 4,5 pers. \n",
" \n",
" \n",
" 16 \n",
- " Cléante / Maître Jacques \n",
" 14 l. (51 %) 8 répl. 1,8 l. - 14 l. (49 %) 8 r... \n",
+ " 3,0 pers. \n",
+ " Cléante / Maître Jacques \n",
" 1 sc. \n",
" 28 l. (2 %) \n",
- " 3,0 pers. \n",
" \n",
" \n",
" 17 \n",
- " Cléante / La Flèche \n",
" 31 l. (27 %) 25 répl. 1,2 l. - 85 l. (73 %) 26... \n",
+ " 2,5 pers. \n",
+ " Cléante / La Flèche \n",
" 3 sc. \n",
" 116 l. (7 %) \n",
- " 2,5 pers. \n",
" \n",
" \n",
" 18 \n",
- " Valère / Élise \n",
" 65 l. (59 %) 11 répl. 5,9 l. - 45 l. (41 %) 11... \n",
+ " 2,5 pers. \n",
+ " Valère / Élise \n",
" 2 sc. \n",
" 110 l. (6 %) \n",
- " 2,5 pers. \n",
" \n",
" \n",
" 19 \n",
- " Mariane / Élise \n",
" 1 l. (23 %) 2 répl. 0,6 l. - 4 l. (77 %) 1 rép... \n",
+ " 4,0 pers. \n",
+ " Mariane / Élise \n",
" 2 sc. \n",
" 6 l. (0 %) \n",
- " 4,0 pers. \n",
" \n",
" \n",
" 20 \n",
- " Mariane / Valère \n",
" 3 l. (41 %) 1 répl. 2,6 l. - 4 l. (59 %) 3 rép... \n",
+ " 5,0 pers. \n",
+ " Mariane / Valère \n",
" 1 sc. \n",
" 6 l. (0 %) \n",
- " 5,0 pers. \n",
" \n",
" \n",
" 21 \n",
- " Anselme / Valère \n",
" 19 l. (47 %) 8 répl. 2,4 l. - 22 l. (53 %) 7 r... \n",
+ " 5,0 pers. \n",
+ " Anselme / Valère \n",
" 1 sc. \n",
" 41 l. (2 %) \n",
- " 5,0 pers. \n",
" \n",
" \n",
" 22 \n",
- " Maître Jacques / Valère \n",
" 18 l. (49 %) 14 répl. 1,3 l. - 19 l. (51 %) 18... \n",
+ " 5,2 pers. \n",
+ " Maître Jacques / Valère \n",
" 4 sc. \n",
" 37 l. (2 %) \n",
- " 5,2 pers. \n",
" \n",
" \n",
" 23 \n",
- " Frosine / Mariane \n",
" 18 l. (48 %) 6 répl. 3,0 l. - 20 l. (52 %) 7 r... \n",
+ " 4,1 pers. \n",
+ " Frosine / Mariane \n",
" 4 sc. \n",
" 38 l. (2 %) \n",
- " 4,1 pers. \n",
" \n",
" \n",
" 24 \n",
- " Frosine / Maître Jacques \n",
" 1 l. (42 %) 1 répl. 1,0 l. - 1 l. (58 %) 2 rép... \n",
+ " 4,7 pers. \n",
+ " Frosine / Maître Jacques \n",
" 2 sc. \n",
" 2 l. (0 %) \n",
- " 4,7 pers. \n",
" \n",
" \n",
" 25 \n",
- " Frosine / La Flèche \n",
" 11 l. (42 %) 5 répl. 2,3 l. - 16 l. (58 %) 5 r... \n",
+ " 2,0 pers. \n",
+ " Frosine / La Flèche \n",
" 1 sc. \n",
" 28 l. (2 %) \n",
- " 2,0 pers. \n",
" \n",
" \n",
" 26 \n",
- " Le Commissaire / Maître Jacques \n",
" 13 l. (76 %) 7 répl. 1,8 l. - 4 l. (24 %) 5 ré... \n",
+ " 3,0 pers. \n",
+ " Le Commissaire / Maître Jacques \n",
" 1 sc. \n",
" 17 l. (1 %) \n",
- " 3,0 pers. \n",
" \n",
" \n",
"\n",
""
],
"text/plain": [
- " Relation \\\n",
- "0 Harpagon \n",
- "1 Cléante / Harpagon \n",
- "2 Harpagon / Élise \n",
- "3 Harpagon / Valère \n",
- "4 Harpagon / Mariane \n",
- "5 Anselme / Harpagon \n",
- "6 Frosine / Harpagon \n",
- "7 Harpagon / Maître Simon \n",
- "8 Harpagon / Maître Jacques \n",
- "9 Harpagon / La Flèche \n",
- "10 Brindavoine / Harpagon \n",
- "11 Harpagon / La Merluche \n",
- "12 Harpagon / Le Commissaire \n",
- "13 Cléante / Élise \n",
- "14 Cléante / Mariane \n",
- "15 Cléante / Frosine \n",
- "16 Cléante / Maître Jacques \n",
- "17 Cléante / La Flèche \n",
- "18 Valère / Élise \n",
- "19 Mariane / Élise \n",
- "20 Mariane / Valère \n",
- "21 Anselme / Valère \n",
- "22 Maître Jacques / Valère \n",
- "23 Frosine / Mariane \n",
- "24 Frosine / Maître Jacques \n",
- "25 Frosine / La Flèche \n",
- "26 Le Commissaire / Maître Jacques \n",
- "\n",
- " Détail Scènes Texte \\\n",
- "0 33 l. (100 %) 1 répl. 32,7 l. 1 sc. 33 l. (2 %) \n",
- "1 135 l. (49 %) 97 répl. 1,4 l. - 140 l. (51 %) ... 9 sc. 275 l. (16 %) \n",
- "2 41 l. (60 %) 28 répl. 1,5 l. - 28 l. (40 %) 28... 6 sc. 69 l. (4 %) \n",
- "3 96 l. (44 %) 65 répl. 1,5 l. - 121 l. (56 %) 5... 7 sc. 217 l. (12 %) \n",
- "4 9 l. (39 %) 7 répl. 1,2 l. - 13 l. (61 %) 5 ré... 2 sc. 22 l. (1 %) \n",
- "5 25 l. (71 %) 11 répl. 2,2 l. - 10 l. (29 %) 8 ... 2 sc. 35 l. (2 %) \n",
- "6 128 l. (70 %) 39 répl. 3,3 l. - 56 l. (30 %) 3... 5 sc. 184 l. (10 %) \n",
- "7 5 l. (22 %) 3 répl. 1,5 l. - 16 l. (78 %) 4 ré... 1 sc. 20 l. (1 %) \n",
- "8 58 l. (38 %) 49 répl. 1,2 l. - 94 l. (62 %) 51... 7 sc. 153 l. (9 %) \n",
- "9 35 l. (62 %) 33 répl. 1,1 l. - 22 l. (38 %) 33... 1 sc. 57 l. (3 %) \n",
- "10 1 l. (38 %) 2 répl. 0,7 l. - 2 l. (62 %) 2 rép... 2 sc. 4 l. (0 %) \n",
- "11 1 l. (11 %) 1 répl. 0,6 l. - 5 l. (89 %) 5 rép... 2 sc. 5 l. (0 %) \n",
- "12 11 l. (53 %) 10 répl. 1,1 l. - 10 l. (47 %) 9 ... 3 sc. 21 l. (1 %) \n",
- "13 66 l. (84 %) 10 répl. 6,6 l. - 13 l. (16 %) 9 ... 2 sc. 78 l. (4 %) \n",
- "14 31 l. (60 %) 12 répl. 2,6 l. - 21 l. (40 %) 10... 3 sc. 52 l. (3 %) \n",
- "15 3 l. (8 %) 5 répl. 0,6 l. - 37 l. (92 %) 6 rép... 2 sc. 40 l. (2 %) \n",
- "16 14 l. (51 %) 8 répl. 1,8 l. - 14 l. (49 %) 8 r... 1 sc. 28 l. (2 %) \n",
- "17 31 l. (27 %) 25 répl. 1,2 l. - 85 l. (73 %) 26... 3 sc. 116 l. (7 %) \n",
- "18 65 l. (59 %) 11 répl. 5,9 l. - 45 l. (41 %) 11... 2 sc. 110 l. (6 %) \n",
- "19 1 l. (23 %) 2 répl. 0,6 l. - 4 l. (77 %) 1 rép... 2 sc. 6 l. (0 %) \n",
- "20 3 l. (41 %) 1 répl. 2,6 l. - 4 l. (59 %) 3 rép... 1 sc. 6 l. (0 %) \n",
- "21 19 l. (47 %) 8 répl. 2,4 l. - 22 l. (53 %) 7 r... 1 sc. 41 l. (2 %) \n",
- "22 18 l. (49 %) 14 répl. 1,3 l. - 19 l. (51 %) 18... 4 sc. 37 l. (2 %) \n",
- "23 18 l. (48 %) 6 répl. 3,0 l. - 20 l. (52 %) 7 r... 4 sc. 38 l. (2 %) \n",
- "24 1 l. (42 %) 1 répl. 1,0 l. - 1 l. (58 %) 2 rép... 2 sc. 2 l. (0 %) \n",
- "25 11 l. (42 %) 5 répl. 2,3 l. - 16 l. (58 %) 5 r... 1 sc. 28 l. (2 %) \n",
- "26 13 l. (76 %) 7 répl. 1,8 l. - 4 l. (24 %) 5 ré... 1 sc. 17 l. (1 %) \n",
- "\n",
- " Interlocution \n",
- "0 1,0 pers. \n",
- "1 4,6 pers. \n",
- "2 4,7 pers. \n",
- "3 4,9 pers. \n",
- "4 4,9 pers. \n",
- "5 5,3 pers. \n",
- "6 3,0 pers. \n",
- "7 4,0 pers. \n",
- "8 4,9 pers. \n",
- "9 2,0 pers. \n",
- "10 6,9 pers. \n",
- "11 6,8 pers. \n",
- "12 3,8 pers. \n",
- "13 3,0 pers. \n",
- "14 4,8 pers. \n",
- "15 4,5 pers. \n",
- "16 3,0 pers. \n",
- "17 2,5 pers. \n",
- "18 2,5 pers. \n",
- "19 4,0 pers. \n",
- "20 5,0 pers. \n",
- "21 5,0 pers. \n",
- "22 5,2 pers. \n",
- "23 4,1 pers. \n",
- "24 4,7 pers. \n",
- "25 2,0 pers. \n",
- "26 3,0 pers. "
+ " Détail Interlocution \\\n",
+ "0 33 l. (100 %) 1 répl. 32,7 l. 1,0 pers. \n",
+ "1 135 l. (49 %) 97 répl. 1,4 l. - 140 l. (51 %) ... 4,6 pers. \n",
+ "2 41 l. (60 %) 28 répl. 1,5 l. - 28 l. (40 %) 28... 4,7 pers. \n",
+ "3 96 l. (44 %) 65 répl. 1,5 l. - 121 l. (56 %) 5... 4,9 pers. \n",
+ "4 9 l. (39 %) 7 répl. 1,2 l. - 13 l. (61 %) 5 ré... 4,9 pers. \n",
+ "5 25 l. (71 %) 11 répl. 2,2 l. - 10 l. (29 %) 8 ... 5,3 pers. \n",
+ "6 128 l. (70 %) 39 répl. 3,3 l. - 56 l. (30 %) 3... 3,0 pers. \n",
+ "7 5 l. (22 %) 3 répl. 1,5 l. - 16 l. (78 %) 4 ré... 4,0 pers. \n",
+ "8 58 l. (38 %) 49 répl. 1,2 l. - 94 l. (62 %) 51... 4,9 pers. \n",
+ "9 35 l. (62 %) 33 répl. 1,1 l. - 22 l. (38 %) 33... 2,0 pers. \n",
+ "10 1 l. (38 %) 2 répl. 0,7 l. - 2 l. (62 %) 2 rép... 6,9 pers. \n",
+ "11 1 l. (11 %) 1 répl. 0,6 l. - 5 l. (89 %) 5 rép... 6,8 pers. \n",
+ "12 11 l. (53 %) 10 répl. 1,1 l. - 10 l. (47 %) 9 ... 3,8 pers. \n",
+ "13 66 l. (84 %) 10 répl. 6,6 l. - 13 l. (16 %) 9 ... 3,0 pers. \n",
+ "14 31 l. (60 %) 12 répl. 2,6 l. - 21 l. (40 %) 10... 4,8 pers. \n",
+ "15 3 l. (8 %) 5 répl. 0,6 l. - 37 l. (92 %) 6 rép... 4,5 pers. \n",
+ "16 14 l. (51 %) 8 répl. 1,8 l. - 14 l. (49 %) 8 r... 3,0 pers. \n",
+ "17 31 l. (27 %) 25 répl. 1,2 l. - 85 l. (73 %) 26... 2,5 pers. \n",
+ "18 65 l. (59 %) 11 répl. 5,9 l. - 45 l. (41 %) 11... 2,5 pers. \n",
+ "19 1 l. (23 %) 2 répl. 0,6 l. - 4 l. (77 %) 1 rép... 4,0 pers. \n",
+ "20 3 l. (41 %) 1 répl. 2,6 l. - 4 l. (59 %) 3 rép... 5,0 pers. \n",
+ "21 19 l. (47 %) 8 répl. 2,4 l. - 22 l. (53 %) 7 r... 5,0 pers. \n",
+ "22 18 l. (49 %) 14 répl. 1,3 l. - 19 l. (51 %) 18... 5,2 pers. \n",
+ "23 18 l. (48 %) 6 répl. 3,0 l. - 20 l. (52 %) 7 r... 4,1 pers. \n",
+ "24 1 l. (42 %) 1 répl. 1,0 l. - 1 l. (58 %) 2 rép... 4,7 pers. \n",
+ "25 11 l. (42 %) 5 répl. 2,3 l. - 16 l. (58 %) 5 r... 2,0 pers. \n",
+ "26 13 l. (76 %) 7 répl. 1,8 l. - 4 l. (24 %) 5 ré... 3,0 pers. \n",
+ "\n",
+ " Relation Scènes Texte \n",
+ "0 Harpagon 1 sc. 33 l. (2 %) \n",
+ "1 Cléante / Harpagon 9 sc. 275 l. (16 %) \n",
+ "2 Harpagon / Élise 6 sc. 69 l. (4 %) \n",
+ "3 Harpagon / Valère 7 sc. 217 l. (12 %) \n",
+ "4 Harpagon / Mariane 2 sc. 22 l. (1 %) \n",
+ "5 Anselme / Harpagon 2 sc. 35 l. (2 %) \n",
+ "6 Frosine / Harpagon 5 sc. 184 l. (10 %) \n",
+ "7 Harpagon / Maître Simon 1 sc. 20 l. (1 %) \n",
+ "8 Harpagon / Maître Jacques 7 sc. 153 l. (9 %) \n",
+ "9 Harpagon / La Flèche 1 sc. 57 l. (3 %) \n",
+ "10 Brindavoine / Harpagon 2 sc. 4 l. (0 %) \n",
+ "11 Harpagon / La Merluche 2 sc. 5 l. (0 %) \n",
+ "12 Harpagon / Le Commissaire 3 sc. 21 l. (1 %) \n",
+ "13 Cléante / Élise 2 sc. 78 l. (4 %) \n",
+ "14 Cléante / Mariane 3 sc. 52 l. (3 %) \n",
+ "15 Cléante / Frosine 2 sc. 40 l. (2 %) \n",
+ "16 Cléante / Maître Jacques 1 sc. 28 l. (2 %) \n",
+ "17 Cléante / La Flèche 3 sc. 116 l. (7 %) \n",
+ "18 Valère / Élise 2 sc. 110 l. (6 %) \n",
+ "19 Mariane / Élise 2 sc. 6 l. (0 %) \n",
+ "20 Mariane / Valère 1 sc. 6 l. (0 %) \n",
+ "21 Anselme / Valère 1 sc. 41 l. (2 %) \n",
+ "22 Maître Jacques / Valère 4 sc. 37 l. (2 %) \n",
+ "23 Frosine / Mariane 4 sc. 38 l. (2 %) \n",
+ "24 Frosine / Maître Jacques 2 sc. 2 l. (0 %) \n",
+ "25 Frosine / La Flèche 1 sc. 28 l. (2 %) \n",
+ "26 Le Commissaire / Maître Jacques 1 sc. 17 l. (1 %) "
]
},
- "execution_count": 15,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
@@ -2657,17 +3382,19 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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",
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"text/plain": [
- ""
+ ""
]
},
- "metadata": {},
+ "metadata": {
+ "needs_background": "light"
+ },
"output_type": "display_data"
}
],
@@ -2689,10 +3416,10 @@
"df[\"SceneKey\"] = pd.Categorical(df[\"Acte\"] + \" | \" + df[\"Scène\"], categories=scene_order, ordered=True)\n",
"\n",
"# Obtention du pourcentage que représente un dialogue particulier au sein d'une scène\n",
- "df[\"share\"] = df[\"Mots\"] / df.groupby(\"SceneKey\", observed=False)[\"Mots\"].transform(\"sum\")\n",
+ "df[\"share\"] = df[\"Mots\"] / df.groupby(\"SceneKey\")[\"Mots\"].transform(\"sum\")\n",
"\n",
"# Calcul du total de mots pour une scène donnée\n",
- "totals = df.groupby(\"SceneKey\", observed=False)[\"Mots\"].sum()\n",
+ "totals = df.groupby(\"SceneKey\")[\"Mots\"].sum()\n",
"\n",
"# Paramétrage du graphique\n",
"gap = 0 # Espace vertical ajouté entre deux scènes\n",
@@ -2752,7 +3479,6 @@
"axis.invert_yaxis() # Acte I en haut\n",
"axis.set_xlabel(\"% de la scène (largeur) - une ligne par scène\")\n",
"axis.set_yticks([]) # On masque l'ordonnée à gauche\n",
- "axis.spines[[\"top\", \"right\", \"left\", \"bottom\"]].set_visible(False) # On masque les délimitations du graphique\n",
"plt.tight_layout()"
]
},
@@ -2791,7 +3517,7 @@
},
{
"cell_type": "code",
- "execution_count": 56,
+ "execution_count": 21,
"metadata": {
"slideshow": {
"slide_type": ""
@@ -2802,340 +3528,68 @@
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+ "application/vnd.bokehjs_exec.v0+json": ""
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+ "metadata": {
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\n",
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 56,
"metadata": {},
- "output_type": "execute_result"
+ "output_type": "display_data"
}
],
"source": [
- "# Arêtes directionnelles source -> cible : succession des locuteurs par scène\n",
+ "# 0. Fonction pour construire les arêtes d'interlocution\n",
"def interlocution_edges(df_speeches):\n",
+ " \"\"\"Arêtes directionnelles source -> cible : succession des locuteurs par scène.\"\"\"\n",
" df = df_speeches.copy()\n",
" df[\"SceneKey\"] = df[\"Acte\"] + \" | \" + df[\"Scène\"]\n",
" df[\"order\"] = range(len(df))\n",
@@ -3147,78 +3601,332 @@
" .sum()\n",
" .rename(columns={\"Personnage\": \"source\", \"next\": \"target\", \"Mots\": \"weight\"}))\n",
"\n",
- "# Données\n",
+ "# 1. Données de base\n",
"totaux = df_speeches.groupby(\"Personnage\")[\"Mots\"].sum()\n",
"edges_dir = interlocution_edges(df_speeches)\n",
"\n",
- "# Template + ressources inline (vis.js embarqué)\n",
- "tpl_dir = Path(pyvis.__file__).with_name(\"templates\")\n",
- "env = Environment(loader=FileSystemLoader(tpl_dir))\n",
- "\n",
- "net = Network(\n",
- " height=\"700px\",\n",
- " width=\"100%\",\n",
- " bgcolor=\"#f8f8f8\",\n",
- " notebook=True,\n",
- " directed=True,\n",
- " cdn_resources=\"remote\",\n",
- ")\n",
- "net.template = env.get_template(\"template.html\")\n",
- "\n",
- "# Réglage vis.js : on « écarte » les nœuds avec le solver repulsion\n",
- "# On importe exceptionnellement json ici pour pouvoir travailler les options\n",
- "# directement dans ce format\n",
- "import json\n",
- "\n",
- "options = {\n",
- " \"physics\": {\n",
- " \"solver\": \"repulsion\",\n",
- " \"repulsion\": {\n",
- " \"nodeDistance\": 240,\n",
- " \"springLength\": 180,\n",
- " \"springConstant\": 0.05,\n",
- " \"damping\": 0.12,\n",
- " },\n",
- " },\n",
- " \"edges\": {\n",
- " \"arrows\": {\"to\": {\"enabled\": True}},\n",
- " \"smooth\": {\"type\": \"dynamic\"},\n",
- " },\n",
- " \"nodes\": {\n",
- " \"shape\": \"dot\",\n",
- " \"borderWidth\": 1.2,\n",
- " },\n",
- "}\n",
- "\n",
- "net.set_options(json.dumps(options))\n",
- "\n",
- "# Noeuds : label centré dans la bulle (font align center)\n",
- "for n, mots in totaux.items():\n",
- " net.add_node(\n",
- " n,\n",
- " label=n,\n",
- " title=f\"{mots} mots\",\n",
- " shape=\"dot\",\n",
- " size=8 + 0.6 * np.sqrt(mots),\n",
- " color=mcolors.to_hex(color_map.get(n)) if color_map.get(n) else None,\n",
- " font={\"size\": 18, \"align\": \"center\", \"color\": \"#111\"},\n",
+ "# 2. Construction du graphe NetworkX\n",
+ "G = nx.DiGraph()\n",
+ "\n",
+ "# Nœuds : taille ~ mots, couleur issue de color_map\n",
+ "for personnage, mots in totaux.items():\n",
+ " taille = 8 + 0.6 * np.sqrt(mots) # on ne calcule plus cette formule qu'ici\n",
+ " G.add_node(\n",
+ " personnage,\n",
+ " mots=int(mots),\n",
+ " label=personnage,\n",
+ " color=mcolors.to_hex(color_map.get(personnage)) if color_map.get(personnage) else \"#cccccc\",\n",
+ " size=taille,\n",
" )\n",
"\n",
- "# Arêtes : poids log1p, couleur héritée de la source\n",
+ "# Arêtes dirigées : poids log1p, couleur héritée de la source\n",
"for _, r in edges_dir.iterrows():\n",
" if r[\"source\"] == r[\"target\"]:\n",
" continue\n",
- " net.add_edge(\n",
- " r[\"source\"],\n",
- " r[\"target\"],\n",
- " value=np.log1p(r[\"weight\"]),\n",
- " title=f\"{r['weight']} mots\",\n",
- " color=net.get_node(r[\"source\"])[\"color\"],\n",
+ "\n",
+ " src = r[\"source\"]\n",
+ " tgt = r[\"target\"]\n",
+ " w = int(r[\"weight\"])\n",
+ "\n",
+ " G.add_edge(\n",
+ " src,\n",
+ " tgt,\n",
+ " weight=w,\n",
+ " log_weight=float(np.log1p(w)),\n",
+ " color=mcolors.to_hex(color_map.get(src)) if color_map.get(src) else \"#999999\",\n",
+ " label=f\"{src} → {tgt} : {w} mots\",\n",
" )\n",
"\n",
- "# On évite l'iframe qui poserait un problème de sécurité (Content Security Policy)\n",
- "html = net.generate_html(notebook=True)\n",
- "HTML(html)"
+ "# 3. Préparation du GraphRenderer Bokeh\n",
+ "node_names = list(G.nodes())\n",
+ "node_indices = list(range(len(node_names)))\n",
+ "name_to_index = {name: i for i, name in enumerate(node_names)}\n",
+ "\n",
+ "graph = GraphRenderer()\n",
+ "\n",
+ "# ----- NŒUDS -----\n",
+ "mots_list = [G.nodes[n][\"mots\"] for n in node_names]\n",
+ "sizes = [G.nodes[n][\"size\"] for n in node_names] # on réutilise la taille déjà calculée\n",
+ "max_size = max(sizes) if sizes else 1\n",
+ "\n",
+ "# radius en coordonnées \"data\" (échelle relative)\n",
+ "radii = [0.03 + 0.12 * (s / max_size) for s in sizes]\n",
+ "\n",
+ "graph.node_renderer.data_source.data = dict(\n",
+ " index=node_indices,\n",
+ " name=node_names,\n",
+ " label=[G.nodes[n][\"label\"] for n in node_names],\n",
+ " mots=mots_list,\n",
+ " color=[G.nodes[n][\"color\"] for n in node_names],\n",
+ " radius=radii,\n",
+ ")\n",
+ "\n",
+ "graph.node_renderer.glyph = Circle(\n",
+ " radius=\"radius\",\n",
+ " fill_color=\"color\",\n",
+ " line_width=1.2,\n",
+ ")\n",
+ "\n",
+ "# ----- ARÊTES -----\n",
+ "edge_start = []\n",
+ "edge_end = []\n",
+ "edge_weight = []\n",
+ "edge_log_weight = []\n",
+ "edge_color = []\n",
+ "edge_label = []\n",
+ "\n",
+ "for u, v in G.edges():\n",
+ " edge_start.append(name_to_index[u])\n",
+ " edge_end.append(name_to_index[v])\n",
+ " edge_weight.append(G[u][v][\"weight\"])\n",
+ " edge_log_weight.append(G[u][v][\"log_weight\"])\n",
+ " edge_color.append(G[u][v][\"color\"]) # couleur de la source\n",
+ " edge_label.append(G[u][v][\"label\"])\n",
+ "\n",
+ "# largeur des arêtes normalisée (contraste lisible)\n",
+ "if edge_log_weight:\n",
+ " min_log = min(edge_log_weight)\n",
+ " max_log = max(edge_log_weight)\n",
+ " if max_log == min_log:\n",
+ " edge_line_width = [5.0 for _ in edge_log_weight]\n",
+ " else:\n",
+ " edge_line_width = [\n",
+ " 1.0 + 11.0 * (lw - min_log) / (max_log - min_log)\n",
+ " for lw in edge_log_weight\n",
+ " ]\n",
+ "else:\n",
+ " edge_line_width = []\n",
+ "\n",
+ "graph.edge_renderer.data_source.data = dict(\n",
+ " start=edge_start,\n",
+ " end=edge_end,\n",
+ " weight=edge_weight,\n",
+ " log_weight=edge_log_weight,\n",
+ " edge_color=edge_color,\n",
+ " line_width=edge_line_width,\n",
+ " label=edge_label,\n",
+ ")\n",
+ "\n",
+ "graph.edge_renderer.glyph = MultiLine(\n",
+ " line_color=\"edge_color\",\n",
+ " line_width=\"line_width\",\n",
+ " line_alpha=0.25, # « fond » des arêtes\n",
+ ")\n",
+ "\n",
+ "# 4. Layout (positions des nœuds)\n",
+ "\n",
+ "LAYOUT_SEED = 42 # layout stable d’une exécution à l’autre\n",
+ "\n",
+ "pos = nx.spring_layout(\n",
+ " G,\n",
+ " k=2,\n",
+ " iterations=200,\n",
+ " weight=\"log_weight\",\n",
+ " seed=LAYOUT_SEED,\n",
+ ")\n",
+ "\n",
+ "# Rayons par nœud (en coordonnées data)\n",
+ "node_radius = dict(zip(node_names, radii))\n",
+ "\n",
+ "# Gros personnages = au-dessus du 75e centile\n",
+ "mots_arr = np.array(mots_list)\n",
+ "seuil_gros = np.quantile(mots_arr, 0.75) if len(mots_arr) > 0 else 0\n",
+ "big_nodes = [n for n, m in zip(node_names, mots_list) if m >= seuil_gros]\n",
+ "\n",
+ "big_sep_factor = 5.0 # écartement spécifique entre gros nœuds\n",
+ "\n",
+ "for _ in range(10):\n",
+ " moved = False\n",
+ " for i in range(len(big_nodes)):\n",
+ " for j in range(i + 1, len(big_nodes)):\n",
+ " ni = big_nodes[i]\n",
+ " nj = big_nodes[j]\n",
+ "\n",
+ " pi = np.array(pos[ni], dtype=float)\n",
+ " pj = np.array(pos[nj], dtype=float)\n",
+ "\n",
+ " diff = pj - pi\n",
+ " dist = np.linalg.norm(diff)\n",
+ " if dist == 0:\n",
+ " diff = np.random.randn(2)\n",
+ " dist = np.linalg.norm(diff)\n",
+ "\n",
+ " min_dist = big_sep_factor * (node_radius[ni] + node_radius[nj])\n",
+ "\n",
+ " if dist < min_dist:\n",
+ " direction = diff / dist\n",
+ " center = (pi + pj) / 2.0\n",
+ " offset = direction * (min_dist / 2.0)\n",
+ "\n",
+ " pos[ni] = (center - offset).tolist()\n",
+ " pos[nj] = (center + offset).tolist()\n",
+ " moved = True\n",
+ " if not moved:\n",
+ " break\n",
+ "\n",
+ "graph_layout = {name_to_index[name]: pos[name] for name in node_names}\n",
+ "graph.layout_provider = StaticLayoutProvider(graph_layout=graph_layout)\n",
+ "\n",
+ "xs = [p[0] for p in pos.values()]\n",
+ "ys = [p[1] for p in pos.values()]\n",
+ "if xs and ys:\n",
+ " margin = 0.3 * max(max(xs) - min(xs), max(ys) - min(ys))\n",
+ " x_min, x_max = min(xs) - margin, max(xs) + margin\n",
+ " y_min, y_max = min(ys) - margin, max(ys) + margin\n",
+ "else:\n",
+ " x_min, x_max, y_min, y_max = -2, 2, -2, 2\n",
+ "\n",
+ "# 5. Figure Bokeh + Hover\n",
+ "\n",
+ "plot = bkp.figure(\n",
+ " width=900,\n",
+ " height=700,\n",
+ " x_range=(x_min, x_max),\n",
+ " y_range=(y_min, y_max),\n",
+ " title=\"Graphe des interlocutions\",\n",
+ " tools=\"pan,wheel_zoom,box_zoom,reset,save\",\n",
+ " active_scroll=\"wheel_zoom\",\n",
+ " background_fill_color=\"#f8f8f8\",\n",
+ ")\n",
+ "\n",
+ "plot.renderers.append(graph)\n",
+ "\n",
+ "# Hover nœuds\n",
+ "hover_nodes = HoverTool(\n",
+ " tooltips=[\n",
+ " (\"Personnage\", \"@label\"),\n",
+ " (\"Mots totaux\", \"@mots\"),\n",
+ " ],\n",
+ " renderers=[graph.node_renderer],\n",
+ ")\n",
+ "plot.add_tools(hover_nodes)\n",
+ "\n",
+ "# Hover arêtes (corps)\n",
+ "hover_edges = HoverTool(\n",
+ " tooltips=[\n",
+ " (\"Interaction\", \"@label\"),\n",
+ " (\"Mots\", \"@weight\"),\n",
+ " ],\n",
+ " renderers=[graph.edge_renderer],\n",
+ ")\n",
+ "plot.add_tools(hover_edges)\n",
+ "\n",
+ "# 6. Flèches (orientation)\n",
+ "\n",
+ "layout_xy = {name: pos[name] for name in node_names}\n",
+ "\n",
+ "x_start, y_start, x_end, y_end, lw_arrow, colors = [], [], [], [], [], []\n",
+ "for (u, v), w, c in zip(G.edges(), edge_line_width, edge_color):\n",
+ " x0, y0 = layout_xy[u]\n",
+ " x1, y1 = layout_xy[v]\n",
+ " x_start.append(x0)\n",
+ " y_start.append(y0)\n",
+ " x_end.append(x1)\n",
+ " y_end.append(y1)\n",
+ " lw_arrow.append(w)\n",
+ " colors.append(c) # couleur du personnage source\n",
+ "\n",
+ "arrow_source = ColumnDataSource(dict(\n",
+ " x_start=x_start,\n",
+ " y_start=y_start,\n",
+ " x_end=x_end,\n",
+ " y_end=y_end,\n",
+ " line_width=lw_arrow,\n",
+ " color=colors,\n",
+ "))\n",
+ "\n",
+ "arrows = Arrow(\n",
+ " end=NormalHead(\n",
+ " size=7,\n",
+ " fill_color=\"color\",\n",
+ " line_color=\"color\",\n",
+ " fill_alpha=1.0,\n",
+ " line_alpha=1.0,\n",
+ " ),\n",
+ " x_start=\"x_start\",\n",
+ " y_start=\"y_start\",\n",
+ " x_end=\"x_end\",\n",
+ " y_end=\"y_end\",\n",
+ " line_width=\"line_width\",\n",
+ " line_color=\"color\",\n",
+ " line_alpha=0.5,\n",
+ " source=arrow_source,\n",
+ ")\n",
+ "plot.add_layout(arrows)\n",
+ "\n",
+ "# 7. Labels sur les nœuds\n",
+ "\n",
+ "node_x = [graph_layout[i][0] for i in node_indices]\n",
+ "node_y = [graph_layout[i][1] for i in node_indices]\n",
+ "\n",
+ "labels_source = ColumnDataSource(dict(\n",
+ " x=node_x,\n",
+ " y=node_y,\n",
+ " label=[G.nodes[n][\"label\"] for n in node_names],\n",
+ "))\n",
+ "\n",
+ "labels = LabelSet(\n",
+ " x=\"x\",\n",
+ " y=\"y\",\n",
+ " text=\"label\",\n",
+ " source=labels_source,\n",
+ " text_align=\"center\",\n",
+ " text_baseline=\"middle\",\n",
+ " text_font_size=\"9pt\",\n",
+ " text_color=\"#111111\",\n",
+ ")\n",
+ "plot.add_layout(labels)\n",
+ "\n",
+ "show(plot)\n",
+ "\n",
+ "# Version statique\n",
+ "\n",
+ "fig, ax = plt.subplots(figsize=(10, 10))\n",
+ "ax.set_axis_off()\n",
+ "\n",
+ "# Nœuds : réutilise la taille et la couleur déjà stockées dans G\n",
+ "node_sizes = [G.nodes[n][\"size\"] * 20 for n in G.nodes()] # facteur à ajuster visuellement\n",
+ "node_colors = [G.nodes[n][\"color\"] for n in G.nodes()]\n",
+ "\n",
+ "nx.draw_networkx_nodes(\n",
+ " G,\n",
+ " pos,\n",
+ " ax=ax,\n",
+ " node_size=node_sizes,\n",
+ " node_color=node_colors,\n",
+ " linewidths=1.0,\n",
+ " edgecolors=\"#111111\",\n",
+ ")\n",
+ "\n",
+ "# Arêtes : on réutilise largeur et couleur calculées pour Bokeh\n",
+ "edges = list(G.edges())\n",
+ "\n",
+ "nx.draw_networkx_edges(\n",
+ " G,\n",
+ " pos,\n",
+ " ax=ax,\n",
+ " edgelist=edges,\n",
+ " width=edge_line_width,\n",
+ " edge_color=edge_color,\n",
+ " arrows=True,\n",
+ " arrowstyle=\"-|>\",\n",
+ " arrowsize=15,\n",
+ " alpha=0.5,\n",
+ ")\n",
+ "\n",
+ "# Labels : mêmes labels que dans Bokeh\n",
+ "labels = {n: G.nodes[n][\"label\"] for n in G.nodes()}\n",
+ "nx.draw_networkx_labels(\n",
+ " G,\n",
+ " pos,\n",
+ " labels=labels,\n",
+ " ax=ax,\n",
+ " font_size=9,\n",
+ " font_color=\"#111111\",\n",
+ ")\n",
+ "\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
]
},
{
@@ -3230,38 +3938,8 @@
"tags": []
},
"source": [
- "Ce graphique 3D interactif permet de cliquer sur un nom et de le déplacer afin de faire apparaître toutes les relations. En outre, le survol d'un nom ou de la flèche représentant une relation donnera le nombre de mots associés.\n",
- "\n",
- "La pile logicielle employée par l'OBVIL pour son propre graphique repose sur Sigma et ForceAtlas2, des modules `nodejs` que je ne souhaitais pas exploiter dans ce notebook."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Dans le cas où ce graphique interactif ne s'afficherait pas (si la bibliothèque `pyvis` n'est pas disponible), en voici une capture d'écran :"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [
- {
- "data": {
- "image/png": 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\n",
- "text/plain": [
- ""
- ]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "from IPython.display import Image, display\n",
- "\n",
- "display(Image(filename=\"graphe_interlocutions.png\"))"
+ "La pile logicielle employée par l'OBVIL pour son propre graphique repose sur Sigma et ForceAtlas2, des modules `nodejs` que je ne souhaitais pas exploiter dans ce notebook.\n",
+ "Nous avons choisi d'exploiter la librairie bokeh pour sa popularité et sa maintenance active, ainsi que sa disponibilité dans cette instance de Jupyter Lab."
]
},
{