{ "cells": [ { "cell_type": "markdown", "id": "uqo-header", "metadata": {}, "outputs": [], "source": [ "
\n", "\"Logo\n", "
\n", "\n", "---\n", "\n", "**Project:** EDGAR Research Database \n", "**Description:** SEC EDGAR Research Infrastructure \n", "\n", "**Authors:**\n", "- Manel Kammoun — manel.kammoun@uqo.ca\n", "- Djerrycharli Tandjambianda — djerrycharli.tandjambianda@uqo.ca\n", "- Simon-Pierre Boucher — simon-pierre.boucher@uqo.ca\n", "\n", "**Institution:** Universite du Quebec en Outaouais (UQO) \n", "**License:** Research / Academic Use\n", "\n", "---" ] }, { "cell_type": "markdown", "id": "69cabb01", "metadata": {}, "source": [ "# Analyse des Facteurs Thematiques SEC\n", "\n", "Ce notebook analyse les scores de facteurs thematiques extraits des documents SEC (10-K, 10-Q) via le pipeline d'embeddings et d'ancres semantiques.\n", "\n", "Les **8 facteurs thematiques** etudies sont :\n", "- **AI Adoption** : adoption de l'intelligence artificielle\n", "- **AI Disruption Risk** : risque de disruption par l'IA\n", "- **AI Infrastructure** : infrastructure IA\n", "- **ESG Commitment** : engagement ESG\n", "- **Climate Risk** : risque climatique\n", "- **Cybersecurity** : cybersecurite\n", "- **Automation & Labor** : automatisation et impact sur l'emploi\n", "- **Macro Risk** : risque macroeconomique" ] }, { "cell_type": "markdown", "id": "d2b90ba3", "metadata": {}, "source": [ "## 1. Setup et Chargement des Donnees" ] }, { "cell_type": "code", "execution_count": 1, "id": "632dc8dc", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:47.513085Z", "iopub.status.busy": "2026-05-27T23:07:47.512958Z", "iopub.status.idle": "2026-05-27T23:07:48.196824Z", "shell.execute_reply": "2026-05-27T23:07:48.196328Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nombre d'observations : 7,869\n", "Nombre d'entreprises : 500\n", "Annees fiscales : 2010 - 2026\n", "Secteurs : 11\n", "\n", "Colonnes _mean utilisees : ['ai_adoption_mean', 'ai_disruption_risk_mean', 'ai_infrastructure_mean', 'esg_commitment_mean', 'climate_risk_mean', 'cybersecurity_mean', 'automation_labor_mean', 'macro_risk_mean']\n" ] } ], "source": [ "import duckdb\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "from pathlib import Path\n", "\n", "# Style\n", "sns.set_theme(style=\"whitegrid\", font_scale=1.1)\n", "plt.rcParams[\"figure.dpi\"] = 120\n", "plt.rcParams[\"figure.figsize\"] = (14, 8)\n", "\n", "# Connexion DuckDB\n", "DB_PATH = Path(\"../data/duckdb/edgar_research.duckdb\")\n", "con = duckdb.connect(str(DB_PATH), read_only=True)\n", "\n", "# Charger les tables\n", "df_panel = con.execute(\"SELECT * FROM annual_panel\").fetchdf()\n", "df_companies = con.execute(\"SELECT cik, ticker, company_name, sector, sub_industry FROM companies\").fetchdf()\n", "\n", "# Fusionner pour obtenir le secteur\n", "df = df_panel.merge(df_companies, on=[\"cik\", \"ticker\"], how=\"left\")\n", "\n", "print(f\"Nombre d'observations : {len(df):,}\")\n", "print(f\"Nombre d'entreprises : {df['ticker'].nunique()}\")\n", "print(f\"Annees fiscales : {df['fiscal_year'].min()} - {df['fiscal_year'].max()}\")\n", "print(f\"Secteurs : {df['sector'].nunique()}\")\n", "\n", "# Ancres et labels\n", "ANCHORS = [\n", " \"ai_adoption\", \"ai_disruption_risk\", \"ai_infrastructure\", \"esg_commitment\",\n", " \"climate_risk\", \"cybersecurity\", \"automation_labor\", \"macro_risk\"\n", "]\n", "\n", "LABELS = {\n", " \"ai_adoption\": \"Adoption IA\",\n", " \"ai_disruption_risk\": \"Risque Disruption IA\",\n", " \"ai_infrastructure\": \"Infrastructure IA\",\n", " \"esg_commitment\": \"Engagement ESG\",\n", " \"climate_risk\": \"Risque Climatique\",\n", " \"cybersecurity\": \"Cybersecurite\",\n", " \"automation_labor\": \"Automatisation & Emploi\",\n", " \"macro_risk\": \"Risque Macro\",\n", "}\n", "\n", "MEAN_COLS = [f\"{a}_mean\" for a in ANCHORS]\n", "\n", "print(f\"\\nColonnes _mean utilisees : {MEAN_COLS}\")" ] }, { "cell_type": "markdown", "id": "2ca89dea", "metadata": {}, "source": [ "## 2. Distribution des Scores\n", "\n", "Histogrammes avec courbe KDE pour chacun des 8 facteurs (score moyen par entreprise-annee)." ] }, { "cell_type": "code", "execution_count": 2, "id": "c43224e7", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:48.197960Z", "iopub.status.busy": "2026-05-27T23:07:48.197859Z", "iopub.status.idle": "2026-05-27T23:07:48.621541Z", "shell.execute_reply": "2026-05-27T23:07:48.621115Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 4, figsize=(20, 10))\n", "axes = axes.flatten()\n", "\n", "colors = sns.color_palette(\"husl\", len(ANCHORS))\n", "\n", "for i, anchor in enumerate(ANCHORS):\n", " col = f\"{anchor}_mean\"\n", " ax = axes[i]\n", " sns.histplot(df[col].dropna(), bins=50, kde=True, color=colors[i], ax=ax, edgecolor=\"white\", linewidth=0.5)\n", " ax.set_title(LABELS[anchor], fontsize=13, fontweight=\"bold\")\n", " ax.set_xlabel(\"Score moyen\")\n", " ax.set_ylabel(\"Frequence\")\n", " ax.axvline(df[col].mean(), color=\"red\", linestyle=\"--\", linewidth=1, label=f\"Moy. = {df[col].mean():.3f}\")\n", " ax.legend(fontsize=9)\n", "\n", "fig.suptitle(\"Distribution des Scores Moyens par Facteur Thematique\", fontsize=16, fontweight=\"bold\", y=1.02)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "624dd866", "metadata": {}, "source": [ "## 3. Statistiques Descriptives\n", "\n", "Tableau recapitulatif (count, mean, std, min, p25, median, p75, max) pour les 8 scores moyens." ] }, { "cell_type": "code", "execution_count": 3, "id": "c6193a6a", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:48.622644Z", "iopub.status.busy": "2026-05-27T23:07:48.622570Z", "iopub.status.idle": "2026-05-27T23:07:48.646378Z", "shell.execute_reply": "2026-05-27T23:07:48.646014Z" } }, "outputs": [ { "data": { "text/html": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 CountMoyenneEcart-typeMinP25MedianeP75Max
Adoption IA7869.00000.04150.0278-0.05630.02270.03940.05830.2020
Risque Disruption IA7869.00000.02710.0300-0.06550.00690.02490.04500.2356
Infrastructure IA7869.0000-0.02080.0329-0.1177-0.0435-0.0223-0.00020.1389
Engagement ESG7869.00000.15760.03440.05570.13300.15590.18040.2938
Risque Climatique7869.00000.08540.0325-0.00430.06340.08150.10270.3000
Cybersecurite7869.00000.15710.02410.06710.14160.15580.17150.3645
Automatisation & Emploi7869.00000.01310.0279-0.0667-0.00590.01040.02930.1563
Risque Macro7869.00000.09760.0435-0.02370.06680.09140.12110.3459
\n" ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stats = df[MEAN_COLS].describe(percentiles=[0.25, 0.5, 0.75]).T\n", "stats.columns = [\"Count\", \"Moyenne\", \"Ecart-type\", \"Min\", \"P25\", \"Mediane\", \"P75\", \"Max\"]\n", "stats.index = [LABELS[a] for a in ANCHORS]\n", "stats = stats.round(4)\n", "stats.style.background_gradient(cmap=\"YlOrRd\", subset=[\"Moyenne\"], axis=0) \\\n", " .format(precision=4)" ] }, { "cell_type": "markdown", "id": "844892b8", "metadata": {}, "source": [ "## 4. Matrice de Correlation\n", "\n", "Correlation de Pearson entre les 8 scores moyens. La colormap divergente RdBu_r est centree sur zero." ] }, { "cell_type": "code", "execution_count": 4, "id": "4037829d", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:48.647481Z", "iopub.status.busy": "2026-05-27T23:07:48.647424Z", "iopub.status.idle": "2026-05-27T23:07:48.733411Z", "shell.execute_reply": "2026-05-27T23:07:48.732994Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "corr = df[MEAN_COLS].corr()\n", "corr.index = [LABELS[a] for a in ANCHORS]\n", "corr.columns = [LABELS[a] for a in ANCHORS]\n", "\n", "fig, ax = plt.subplots(figsize=(12, 10))\n", "mask = np.triu(np.ones_like(corr, dtype=bool), k=1)\n", "sns.heatmap(\n", " corr,\n", " mask=mask,\n", " annot=True,\n", " fmt=\".2f\",\n", " cmap=\"RdBu_r\",\n", " center=0,\n", " vmin=-1,\n", " vmax=1,\n", " square=True,\n", " linewidths=0.5,\n", " cbar_kws={\"shrink\": 0.8, \"label\": \"Correlation de Pearson\"},\n", " ax=ax,\n", ")\n", "ax.set_title(\"Matrice de Correlation des Facteurs Thematiques\", fontsize=15, fontweight=\"bold\", pad=20)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "79db7e7f", "metadata": {}, "source": [ "## 5. Top 20 Entreprises par Facteur\n", "\n", "Classement des 20 entreprises ayant les scores moyens les plus eleves, pour **Adoption IA** et **Risque Disruption IA**. Les barres sont colorees par secteur." ] }, { "cell_type": "code", "execution_count": 5, "id": "b9c8d050", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:48.734461Z", "iopub.status.busy": "2026-05-27T23:07:48.734403Z", "iopub.status.idle": "2026-05-27T23:07:48.868556Z", "shell.execute_reply": "2026-05-27T23:07:48.868264Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_top20(anchor_id, label, ax):\n", " \"\"\"Barres horizontales top 20 entreprises pour un facteur, colorees par secteur.\"\"\"\n", " col = f\"{anchor_id}_mean\"\n", " top = (\n", " df.groupby([\"ticker\", \"company_name\", \"sector\"])[col]\n", " .mean()\n", " .reset_index()\n", " .nlargest(20, col)\n", " .sort_values(col, ascending=True)\n", " )\n", " \n", " sectors = top[\"sector\"].unique()\n", " palette = dict(zip(sectors, sns.color_palette(\"tab10\", len(sectors))))\n", " bar_colors = top[\"sector\"].map(palette)\n", " \n", " ax.barh(top[\"ticker\"], top[col], color=bar_colors, edgecolor=\"white\", linewidth=0.5)\n", " ax.set_xlabel(\"Score moyen\")\n", " ax.set_title(f\"Top 20 — {label}\", fontsize=14, fontweight=\"bold\")\n", " \n", " # Legende secteurs\n", " handles = [plt.Rectangle((0, 0), 1, 1, color=palette[s]) for s in sectors]\n", " ax.legend(handles, sectors, loc=\"lower right\", fontsize=8, title=\"Secteur\", title_fontsize=9)\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(20, 10))\n", "plot_top20(\"ai_adoption\", LABELS[\"ai_adoption\"], axes[0])\n", "plot_top20(\"ai_disruption_risk\", LABELS[\"ai_disruption_risk\"], axes[1])\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d590b6c8", "metadata": {}, "source": [ "## 6. Moyennes Sectorielles\n", "\n", "Heatmap des scores moyens par secteur pour chacun des 8 facteurs. Colormap YlOrRd." ] }, { "cell_type": "code", "execution_count": 6, "id": "e273a90c", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:48.869795Z", "iopub.status.busy": "2026-05-27T23:07:48.869730Z", "iopub.status.idle": "2026-05-27T23:07:48.971164Z", "shell.execute_reply": "2026-05-27T23:07:48.970725Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sector_means = df.groupby(\"sector\")[MEAN_COLS].mean()\n", "sector_means.columns = [LABELS[a] for a in ANCHORS]\n", "sector_means = sector_means.sort_index()\n", "\n", "fig, ax = plt.subplots(figsize=(16, max(8, len(sector_means) * 0.6)))\n", "sns.heatmap(\n", " sector_means,\n", " annot=True,\n", " fmt=\".3f\",\n", " cmap=\"YlOrRd\",\n", " linewidths=0.5,\n", " cbar_kws={\"label\": \"Score moyen\"},\n", " ax=ax,\n", ")\n", "ax.set_title(\"Scores Moyens par Secteur et Facteur Thematique\", fontsize=15, fontweight=\"bold\", pad=15)\n", "ax.set_ylabel(\"\")\n", "ax.set_xlabel(\"\")\n", "plt.xticks(rotation=30, ha=\"right\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "228ebf20", "metadata": {}, "source": [ "## 7. Evolution Temporelle\n", "\n", "Moyenne transversale de chaque facteur par annee fiscale. Permet d'observer les tendances thematiques dans le temps." ] }, { "cell_type": "code", "execution_count": 7, "id": "341e9451", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:48.972177Z", "iopub.status.busy": "2026-05-27T23:07:48.972098Z", "iopub.status.idle": "2026-05-27T23:07:49.047161Z", "shell.execute_reply": "2026-05-27T23:07:49.046774Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "yearly = df.groupby(\"fiscal_year\")[MEAN_COLS].mean()\n", "\n", "fig, ax = plt.subplots(figsize=(16, 8))\n", "colors_line = sns.color_palette(\"tab10\", len(ANCHORS))\n", "\n", "for i, anchor in enumerate(ANCHORS):\n", " col = f\"{anchor}_mean\"\n", " ax.plot(\n", " yearly.index, yearly[col],\n", " marker=\"o\", markersize=5, linewidth=2,\n", " color=colors_line[i], label=LABELS[anchor]\n", " )\n", "\n", "ax.set_xlabel(\"Annee Fiscale\", fontsize=13)\n", "ax.set_ylabel(\"Score Moyen (coupe transversale)\", fontsize=13)\n", "ax.set_title(\"Evolution Temporelle des Facteurs Thematiques\", fontsize=15, fontweight=\"bold\")\n", "ax.legend(bbox_to_anchor=(1.02, 1), loc=\"upper left\", fontsize=10, title=\"Facteur\")\n", "ax.grid(True, alpha=0.3)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "53ec8371", "metadata": {}, "source": [ "## 8. Comparaison Mean vs Max vs Top5pct\n", "\n", "Pour le facteur **Adoption IA**, superposition des distributions des trois mesures d'agregation (mean, max, top5pct) afin d'illustrer les differences entre methodes." ] }, { "cell_type": "code", "execution_count": 8, "id": "16500c1e", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:49.048192Z", "iopub.status.busy": "2026-05-27T23:07:49.048138Z", "iopub.status.idle": "2026-05-27T23:07:49.131776Z", "shell.execute_reply": "2026-05-27T23:07:49.131413Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(14, 7))\n", "\n", "agg_cols = {\n", " \"ai_adoption_mean\": \"Mean\",\n", " \"ai_adoption_max\": \"Max\",\n", " \"ai_adoption_top5pct\": \"Top 5%\",\n", "}\n", "agg_colors = [\"#2196F3\", \"#F44336\", \"#4CAF50\"]\n", "\n", "for (col, label), color in zip(agg_cols.items(), agg_colors):\n", " sns.kdeplot(df[col].dropna(), ax=ax, color=color, linewidth=2.5, label=label, fill=True, alpha=0.2)\n", "\n", "ax.set_xlabel(\"Score — Adoption IA\", fontsize=13)\n", "ax.set_ylabel(\"Densite\", fontsize=13)\n", "ax.set_title(\"Comparaison des Mesures d'Agregation — Adoption IA (Mean vs Max vs Top 5%)\",\n", " fontsize=14, fontweight=\"bold\")\n", "ax.legend(fontsize=12, title=\"Agregation\", title_fontsize=12)\n", "ax.grid(True, alpha=0.3)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "8f623ba6", "metadata": {}, "source": [ "## 9. Box Plots par Secteur\n", "\n", "Distribution du score **Adoption IA** (mean) par secteur, triee par mediane decroissante." ] }, { "cell_type": "code", "execution_count": 9, "id": "2677cafa", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:49.132770Z", "iopub.status.busy": "2026-05-27T23:07:49.132717Z", "iopub.status.idle": "2026-05-27T23:07:49.223459Z", "shell.execute_reply": "2026-05-27T23:07:49.223097Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/zc/pddk52vj4m52cf96zt97ldm00000gn/T/ipykernel_1104/3776865783.py:10: FutureWarning: \n", "\n", "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n", "\n", " sns.boxplot(\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Ordre des secteurs par mediane decroissante\n", "sector_order = (\n", " df.groupby(\"sector\")[\"ai_adoption_mean\"]\n", " .median()\n", " .sort_values(ascending=False)\n", " .index.tolist()\n", ")\n", "\n", "fig, ax = plt.subplots(figsize=(16, 9))\n", "sns.boxplot(\n", " data=df.dropna(subset=[\"sector\"]),\n", " x=\"ai_adoption_mean\",\n", " y=\"sector\",\n", " order=sector_order,\n", " palette=\"viridis\",\n", " fliersize=2,\n", " linewidth=1,\n", " ax=ax,\n", ")\n", "ax.set_xlabel(\"Score Moyen — Adoption IA\", fontsize=13)\n", "ax.set_ylabel(\"Secteur\", fontsize=13)\n", "ax.set_title(\"Distribution du Score Adoption IA par Secteur\", fontsize=15, fontweight=\"bold\")\n", "ax.grid(True, axis=\"x\", alpha=0.3)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "32778b09", "metadata": {}, "source": [ "## 10. Fermeture de la Connexion" ] }, { "cell_type": "code", "execution_count": 10, "id": "e2ee410d", "metadata": { "execution": { "iopub.execute_input": "2026-05-27T23:07:49.224475Z", "iopub.status.busy": "2026-05-27T23:07:49.224417Z", "iopub.status.idle": "2026-05-27T23:07:49.226867Z", "shell.execute_reply": "2026-05-27T23:07:49.226457Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Connexion DuckDB fermee.\n" ] } ], "source": [ "con.close()\n", "print(\"Connexion DuckDB fermee.\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.4" } }, "nbformat": 4, "nbformat_minor": 5 }