Forum スポンサーリンク 2026.05.16 MenuForum NavigationForumMembersActivityLoginRegisterForum breadcrumbs - You are here:ForumShareKnowledge: ClaudeCodeClaudeCode001Post ReplyPost Reply: ClaudeCode001 <blockquote><div class="quotetitle">Quote from Guest on 2026-07-30, 11:56</div>{ "cells": [ { "cell_type": "markdown", "id": "8b9c90f7", "metadata": {}, "source": [ "# 商材別売上・成長率バブルマップ(6カテゴリ・TXOne追加版)n", "n", "Excelファイルから、以下のルールでバブルマップを作成します。n", "n", "- 横軸:市場カテゴリー(6カテゴリ)n", "- 縦軸:国内成長率(%・推定)n", "- バブル面積:国内売上規模(億円・推定)n", "- 色:提供ベンダーn", "- 透明度:信頼度(A > B > C > D)n", "- 赤枠・赤字:当社取扱い製品n", "- ラベル:バブルや他ラベルを避けて自動配置し、引き込み線で接続n", "n", "このNotebook単体で実行できます。`plot_it_bubble_map.py`は不要です。" ] }, { "cell_type": "markdown", "id": "7a9b0953", "metadata": {}, "source": [ "## 0. 必要ライブラリn", "n", "未インストールの場合だけ、次の行のコメントを外して実行してください。n", "n", "```pythonn", "%pip install pandas openpyxl matplotlibn", "```n" ] }, { "cell_type": "code", "execution_count": 30, "id": "80fc87ff", "metadata": { "execution": { "iopub.execute_input": "2026-07-22T05:23:54.463924Z", "iopub.status.busy": "2026-07-22T05:23:54.463686Z", "iopub.status.idle": "2026-07-22T05:23:55.189930Z", "shell.execute_reply": "2026-07-22T05:23:55.188673Z" } }, "outputs": [], "source": [ "from pathlib import Pathn", "from typing import Dict, Iterable, Tuplen", "n", "import pandas as pdn", "import matplotlib.pyplot as pltn", "from matplotlib import font_manager, patheffectsn", "from matplotlib.lines import Line2Dn", "from matplotlib.ticker import FuncFormatter, MultipleLocatorn", "from matplotlib.transforms import Bboxn", "from IPython.display import displayn", "n", "%matplotlib inlinen" ] }, { "cell_type": "markdown", "id": "a879f4d8", "metadata": {}, "source": [ "## 1. 入出力ファイルの指定" ] }, { "cell_type": "code", "execution_count": 31, "id": "704a8b8d", "metadata": { "execution": { "iopub.execute_input": "2026-07-22T05:23:55.194525Z", "iopub.status.busy": "2026-07-22T05:23:55.194009Z", "iopub.status.idle": "2026-07-22T05:23:55.201817Z", "shell.execute_reply": "2026-07-22T05:23:55.200526Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "入力: C:\Users\fujikawa\OneDrive - サイバネットシステム株式会社\ドキュメント\python\競合分析\競合調査IT_20260722_TXOne追加案.xlsxn", "出力: C:\Users\fujikawa\OneDrive - サイバネットシステム株式会社\ドキュメント\python\競合分析\商材別売上成長率バブルマップ_6カテゴリ_TXOne.pngn" ] } ], "source": [ "# ExcelとNotebookを同じフォルダに置く場合は、このままで実行できます。n", "INPUT_FILE = Path("競合調査IT_20260722_TXOne追加案.xlsx")n", "OUTPUT_FILE = Path("商材別売上成長率バブルマップ_6カテゴリ_TXOne.png")n", "SHEET_NAME = "Sheet1"n", "n", "# ChatGPT上の /mnt/data にExcelがある場合の補助処理n", "if not INPUT_FILE.exists():n", " fallback = Path("/mnt/data") / INPUT_FILE.namen", " if fallback.exists():n", " INPUT_FILE = fallbackn", "n", "print("入力:", INPUT_FILE.resolve())n", "print("出力:", OUTPUT_FILE.resolve())" ] }, { "cell_type": "markdown", "id": "f238921b", "metadata": {}, "source": [ "## 2. 描画設定" ] }, { "cell_type": "code", "execution_count": 32, "id": "7a7b9b23", "metadata": { "execution": { "iopub.execute_input": "2026-07-22T05:23:55.205772Z", "iopub.status.busy": "2026-07-22T05:23:55.205558Z", "iopub.status.idle": "2026-07-22T05:23:55.225012Z", "shell.execute_reply": "2026-07-22T05:23:55.223956Z" } }, "outputs": [], "source": [ "CATEGORY_ORDER = [n", " "エンドポイント",n", " "クラウドセキュリティ",n", " "IT資産管理",n", " "MDR",n", " "性能評価",n", " "OTセキュリティ",n", "]n", "n", "# 赤枠・赤字で示す当社取扱い製品。部分一致で判定します。n", "HANDLED_PRODUCT_KEYWORDS = [n", " "CrowdStrike Falcon(",n", " "Symantec Endpoint Security",n", " "Netskope One",n", " "OneLogin",n", " "SKYSEA Client View",n", " "DH-MDR",n", " "MAJESTY",n", " "TXOne", # Element / Stellar / Edgeをまとめて当社取扱いとして表示n", "]n", "n", "# 図中の表示名を短くするルールn", "SHORT_NAME_RULES = {n", " "CrowdStrike Falcon(": "CrowdStrike Falcon",n", " "Microsoft Defender for Endpoint": "Microsoft Defender\nfor Endpoint",n", " "Trend Vision One": "Trend Vision One\n(Apex One含む)",n", " "Netskope One": "Netskope One",n", " "Microsoft(Entra": "Microsoft Entra /\nDefender for Cloud Apps系",n", " "Trend Cloud One": "Trend Cloud One /\nDeep Security",n", " "Ivanti / ManageEngine": "Ivanti /\nManageEngine",n", " "DH-MDR": "DH-MDRサービス",n", " "CrowdStrike Falcon Complete": "CrowdStrike Falcon Complete",n", " "Microsoft Defender Experts": "Microsoft Defender Experts /\nMDR系",n", " "Trend Managed XDR": "Trend Managed XDR\n(Service One)",n", " "TXOne Element": "TXOne Elementシリーズ",n", " "TXOne Stellar": "TXOne Stellar",n", " "TXOne Edge": "TXOne Edgeシリーズ",n", "}n", "n", "# カテゴリ中心からの横方向のずらし量n", "X_OFFSETS = {n", " "CrowdStrike Falcon(": -0.30,n", " "Symantec Endpoint Security": -0.31,n", " "Microsoft Defender for Endpoint": -0.10,n", " "Palo Alto Cortex XDR": -0.24,n", " "Sophos XDR": -0.13,n", " "Carbon Black Cloud": -0.33,n", " "Tanium|エンドポイント": -0.18,n", " "Trend Vision One": -0.29,n", "n", " "Netskope One": -0.03,n", " "OneLogin": -0.17,n", " "Zscaler": 0.10,n", " "Palo Alto Prisma": -0.23,n", " "Microsoft(Entra": -0.13,n", " "Check Point SASE": -0.24,n", " "Orca Security": 0.08,n", " "Trend Cloud One": 0.09,n", "n", " "SKYSEA Client View": -0.25,n", " "Tanium|IT資産管理": -0.14,n", " "Forescout": -0.25,n", " "Nozomi Networks": -0.31,n", " "Microsoft Intune": 0.05,n", " "Ivanti / ManageEngine": 0.17,n", "n", " "DH-MDR": -0.23,n", " "Sophos MDR": -0.28,n", " "CrowdStrike Falcon Complete": -0.29,n", " "Microsoft Defender Experts": -0.31,n", " "Trend Managed XDR": -0.23,n", "n", " "MAJESTY": 0.03,n", " "Datadog": 0.07,n", " "Dynatrace": 0.08,n", " "New Relic": 0.14,n", " "SiteScope": -0.04,n", " "Juniper Mist": -0.03,n", "n", " # 6カテゴリ目:OTセキュリティn", " "TXOne Element": -0.18,n", " "TXOne Stellar": 0.00,n", " "TXOne Edge": 0.18,n", "}n", "n", "# ラベルの初期位置。値は (横方向, 縦方向) のpoint単位です。n", "# 実際の位置は、後段の自動配置処理がバブル・他ラベルとの重なりを避けて調整します。n", "LABEL_OFFSETS: Dict[str, Tuple[float, float]] = {n", " "CrowdStrike Falcon(": (38, 24),n", " "Symantec Endpoint Security": (40, -12),n", " "Microsoft Defender for Endpoint": (42, 22),n", " "Palo Alto Cortex XDR": (38, -20),n", " "Sophos XDR": (42, 2),n", " "Carbon Black Cloud": (42, -2),n", " "Tanium|エンドポイント": (44, -18),n", " "Trend Vision One": (44, 16),n", "n", " "Netskope One": (-40, 24),n", " "OneLogin": (-38, -14),n", " "Zscaler": (40, 16),n", " "Palo Alto Prisma": (-40, -18),n", " "Microsoft(Entra": (42, 10),n", " "Check Point SASE": (-42, -4),n", " "Orca Security": (38, 20),n", " "Trend Cloud One": (42, -18),n", "n", " "SKYSEA Client View": (-42, 16),n", " "Tanium|IT資産管理": (42, 4),n", " "Forescout": (-42, -10),n", " "Nozomi Networks": (-42, 18),n", " "Microsoft Intune": (42, 12),n", " "Ivanti / ManageEngine": (42, -14),n", "n", " "DH-MDR": (42, 12),n", " "Sophos MDR": (42, 18),n", " "CrowdStrike Falcon Complete": (44, 2),n", " "Microsoft Defender Experts": (42, 20),n", " "Trend Managed XDR": (42, -16),n", "n", " "MAJESTY": (-42, 12),n", " "Datadog": (-42, 18),n", " "Dynatrace": (42, 10),n", " "New Relic": (42, -12),n", " "SiteScope": (-42, -8),n", " "Juniper Mist": (-42, 16),n", "n", " # OTセキュリティは3製品のラベル方向を分けます。n", " "TXOne Element": (-46, 18),n", " "TXOne Stellar": (46, 12),n", " "TXOne Edge": (-46, -18),n", "}n", "n", "# ベンダー色n", "VENDOR_COLORS = {n", " "CrowdStrike": "#1f77b4",n", " "Broadcom / Symantec": "#ff5a36",n", " "Microsoft": "#4f9d59",n", " "Palo Alto Networks": "#ff8c42",n", " "Sophos": "#8c564b",n", " "Broadcom / Carbon Black": "#5aa469",n", " "Tanium": "#e83e8c",n", " "Trend Micro": "#ff7f0e",n", " "Netskope": "#e91e63",n", " "OneLogin": "#ffbf00",n", " "Zscaler": "#7cc576",n", " "Check Point": "#2ca25f",n", " "Orca Security": "#8a63d2",n", " "SKY": "#d9d9d9",n", " "Forescout": "#8d73c7",n", " "Nozomi Networks": "#bdbdbd",n", " "Ivanti / Zoho(ManageEngine)": "#c7c94c",n", " "CYBERNET / DH": "#ffffff",n", " "CYBERNET": "#ffffff",n", " "Datadog": "#ffd23f",n", " "Dynatrace": "#53b3cb",n", " "New Relic": "#8a60d1",n", " "OpenText": "#bdbdbd",n", " "Juniper Networks": "#69c5d3",n", " "TXOne Networks": "#00a6a6",n", "}n", "n", "ALPHA_BY_CONFIDENCE = {n", " "A": 0.90,n", " "B": 0.68,n", " "C": 0.45,n", " "D": 0.25,n", "}" ] }, { "cell_type": "markdown", "id": "b8525ba3", "metadata": {}, "source": [ "## 3. 補助関数" ] }, { "cell_type": "code", "execution_count": 33, "id": "66fb7207", "metadata": { "execution": { "iopub.execute_input": "2026-07-22T05:23:55.228158Z", "iopub.status.busy": "2026-07-22T05:23:55.227981Z", "iopub.status.idle": "2026-07-22T05:23:55.238318Z", "shell.execute_reply": "2026-07-22T05:23:55.236198Z" } }, "outputs": [], "source": [ "def set_japanese_font() -> None:n", " """Windows / macOS / Linuxから利用可能な日本語フォントを選びます。"""n", " candidates = [n", " "Yu Gothic",n", " "Meiryo",n", " "Noto Sans CJK JP",n", " "IPAexGothic",n", " "Hiragino Sans",n", " ]n", " installed = {font.name for font in font_manager.fontManager.ttflist}n", "n", " for name in candidates:n", " if name in installed:n", " plt.rcParams["font.family"] = namen", " print("使用フォント:", name)n", " breakn", " else:n", " print("日本語フォントを自動検出できませんでした。文字化けする場合はMeiryo等を指定してください。")n", "n", " plt.rcParams["axes.unicode_minus"] = Falsen", "n", "n", "def contains_any(text: str, keywords: Iterable[str]) -> bool:n", " return any(keyword in str(text) for keyword in keywords)n", "n", "n", "def rule_key(product: str, category: str, rules: Dict[str, object]):n", " """製品名+カテゴリの特殊キーを優先し、その後に製品名の部分一致を行います。"""n", " composite = f"{product}|{category}"n", "n", " for key in rules:n", " if "|" in key and all(part in composite for part in key.split("|")):n", " return keyn", "n", " for key in rules:n", " if "|" not in key and key in product:n", " return keyn", "n", " return Nonen", "n", "n", "def short_name(product: str) -> str:n", " for key, value in SHORT_NAME_RULES.items():n", " if key in product:n", " return valuen", " return productn", "n", "n", "def format_growth(value: float) -> str:n", " if float(value).is_integer():n", " return f"{int(value)}%"n", " return f"{value:.1f}%"n", "n", "n", "def complete_vendor_colors(vendors: Iterable[str]) -> Dict[str, str]:n", " """色未登録のベンダーに自動で色を割り当てます。"""n", " colors = dict(VENDOR_COLORS)n", " fallback = list(plt.get_cmap("tab20").colors) + list(plt.get_cmap("Set3").colors)n", " index = 0n", "n", " for vendor in vendors:n", " if vendor not in colors:n", " colors[vendor] = fallback[index % len(fallback)]n", " index += 1n", "n", " return colorsn", "n", "def bbox_overlap_area(a: Bbox, b: Bbox) -> float:n", " """2つの矩形の重なり面積をピクセル単位で返します。"""n", " x0 = max(a.x0, b.x0)n", " y0 = max(a.y0, b.y0)n", " x1 = min(a.x1, b.x1)n", " y1 = min(a.y1, b.y1)n", " return max(0.0, x1 - x0) * max(0.0, y1 - y0)n", "n", "n", "def inside_bbox(inner: Bbox, outer: Bbox, margin: float = 2.0) -> bool:n", " """innerがouterの内側に収まっているか判定します。"""n", " return (n", " inner.x0 >= outer.x0 + marginn", " and inner.x1 <= outer.x1 - marginn", " and inner.y0 >= outer.y0 + marginn", " and inner.y1 <= outer.y1 - marginn", " )n", "n", "n", "def offset_points_to_data(n", " ax,n", " x: float,n", " y: float,n", " dx_pt: float,n", " dy_pt: float,n", " dpi: float,n", ") -> Tuple[float, float]:n", " """point単位のオフセットをグラフのデータ座標へ変換します。"""n", " px, py = ax.transData.transform((x, y))n", " point_to_pixel = dpi / 72.0n", " tx_px = px + dx_pt * point_to_pixeln", " ty_px = py + dy_pt * point_to_pixeln", " tx, ty = ax.transData.inverted().transform((tx_px, ty_px))n", " return float(tx), float(ty)n", "n", "n", "def place_label_without_overlap(n", " ax,n", " fig,n", " text_obj,n", " source_xy: Tuple[float, float],n", " preferred_offset: Tuple[float, float],n", " occupied_boxes: list,n", " obstacle_boxes: list,n", ") -> Tuple[float, float]:n", " """n", " バブルと既配置ラベルに重ならない候補位置を探索します。n", " 候補が複数ある場合は、元の指定位置に近いものを採用します。n", " """n", " renderer = fig.canvas.get_renderer()n", " axes_box = ax.get_window_extent(renderer)n", "n", " base_dx = max(abs(preferred_offset[0]), 34.0)n", " preferred_side = 1 if preferred_offset[0] >= 0 else -1n", " base_dy = preferred_offset[1]n", "n", " y_shifts = [n", " 0, 12, -12, 24, -24, 36, -36,n", " 48, -48, 60, -60, 72, -72,n", " 84, -84, 96, -96,n", " ]n", " x_distances = [base_dx, base_dx + 14, base_dx + 28, base_dx + 42]n", "n", " candidates = []n", " for side in [preferred_side, -preferred_side]:n", " for x_distance in x_distances:n", " for y_shift in y_shifts:n", " candidates.append((side * x_distance, base_dy + y_shift))n", "n", " best_candidate = Nonen", " best_score = float("inf")n", "n", " for dx, dy in candidates:n", " tx, ty = offset_points_to_data(n", " ax,n", " source_xy[0],n", " source_xy[1],n", " dx,n", " dy,n", " fig.dpi,n", " )n", "n", " text_obj.set_position((tx, ty))n", " text_obj.set_ha("left" if dx > 0 else "right")n", " text_obj.set_va("bottom" if dy >= 0 else "top")n", "n", " text_box = text_obj.get_window_extent(renderer=renderer).expanded(1.06, 1.16)n", "n", " outside_penalty = 0.0 if inside_bbox(text_box, axes_box, 3) else 1.0e8n", " label_overlap = sum(n", " bbox_overlap_area(text_box, box) for box in occupied_boxesn", " )n", " bubble_overlap = sum(n", " bbox_overlap_area(text_box, box) for box in obstacle_boxesn", " )n", "n", " # 重なりを最優先で避け、同点なら短い引き込み線を優先します。n", " score = (n", " outside_penaltyn", " + label_overlap * 5.0n", " + bubble_overlap * 8.0n", " + 0.02 * (abs(dx) + abs(dy))n", " )n", "n", " if score < best_score:n", " best_score = scoren", " best_candidate = (tx, ty, dx, dy, text_box)n", "n", " if outside_penalty == 0 and label_overlap == 0 and bubble_overlap == 0:n", " breakn", "n", " tx, ty, dx, dy, text_box = best_candidaten", " text_obj.set_position((tx, ty))n", " text_obj.set_ha("left" if dx > 0 else "right")n", " text_obj.set_va("bottom" if dy >= 0 else "top")n", " occupied_boxes.append(text_box)n", "n", " return tx, tyn" ] }, { "cell_type": "markdown", "id": "8a3775ee", "metadata": {}, "source": [ "## 4. Excelの読み込みと確認" ] }, { "cell_type": "code", "execution_count": 34, "id": "402b1377", "metadata": { "execution": { "iopub.execute_input": "2026-07-22T05:23:55.241454Z", "iopub.status.busy": "2026-07-22T05:23:55.241109Z", "iopub.status.idle": "2026-07-22T05:23:55.498333Z", "shell.execute_reply": "2026-07-22T05:23:55.497778Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "読み込み件数: 34件n" ] }, { "data": { "text/html": [ "<div>n", "<style scoped>n", " .dataframe tbody tr th:only-of-type {n", " vertical-align: middle;n", " }n", "n", " .dataframe tbody tr th {n", " vertical-align: top;n", " }n", "n", " .dataframe thead th {n", " text-align: right;n", " }n", "</style>n", "<table border="1" class="dataframe">n", " <thead>n", " <tr style="text-align: right;">n", " <th></th>n", " <th>カテゴリ</th>n", " <th>商材</th>n", " <th>提供ベンダー</th>n", " <th>国内売上規模(億円・推定)</th>n", " <th>国内成長率(%・推定)</th>n", " <th>信頼度</th>n", " </tr>n", " </thead>n", " <tbody>n", " <tr>n", " <th>0</th>n", " <td>エンドポイント</td>n", " <td>CrowdStrike Falcon(プラットフォーム全体・Complete除く)</td>n", " <td>CrowdStrike</td>n", " <td>260</td>n", " <td>25</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>1</th>n", " <td>エンドポイント</td>n", " <td>Symantec Endpoint Security</td>n", " <td>Broadcom / Symantec</td>n", " <td>115</td>n", " <td>-5</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>2</th>n", " <td>エンドポイント</td>n", " <td>Microsoft Defender for Endpoint</td>n", " <td>Microsoft</td>n", " <td>250</td>n", " <td>25</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>3</th>n", " <td>エンドポイント</td>n", " <td>Palo Alto Cortex XDR</td>n", " <td>Palo Alto Networks</td>n", " <td>45</td>n", " <td>20</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>4</th>n", " <td>エンドポイント</td>n", " <td>Sophos XDR</td>n", " <td>Sophos</td>n", " <td>25</td>n", " <td>12</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>5</th>n", " <td>エンドポイント</td>n", " <td>Carbon Black Cloud</td>n", " <td>Broadcom / Carbon Black</td>n", " <td>30</td>n", " <td>-10</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>6</th>n", " <td>エンドポイント</td>n", " <td>Tanium</td>n", " <td>Tanium</td>n", " <td>70</td>n", " <td>15</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>7</th>n", " <td>エンドポイント</td>n", " <td>Trend Vision One(Apex One含む)</td>n", " <td>Trend Micro</td>n", " <td>300</td>n", " <td>5</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>8</th>n", " <td>クラウドセキュリティ</td>n", " <td>Netskope One(SSE/SASEプラットフォーム全体)</td>n", " <td>Netskope</td>n", " <td>95</td>n", " <td>25</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>9</th>n", " <td>クラウドセキュリティ</td>n", " <td>OneLogin</td>n", " <td>OneLogin</td>n", " <td>6</td>n", " <td>5</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>10</th>n", " <td>クラウドセキュリティ</td>n", " <td>Zscaler</td>n", " <td>Zscaler</td>n", " <td>170</td>n", " <td>22</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>11</th>n", " <td>クラウドセキュリティ</td>n", " <td>Palo Alto Prisma</td>n", " <td>Palo Alto Networks</td>n", " <td>45</td>n", " <td>15</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>12</th>n", " <td>クラウドセキュリティ</td>n", " <td>Microsoft(Entra / Defender for Cloud Apps系)</td>n", " <td>Microsoft</td>n", " <td>180</td>n", " <td>20</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>13</th>n", " <td>クラウドセキュリティ</td>n", " <td>Check Point SASE</td>n", " <td>Check Point</td>n", " <td>8</td>n", " <td>20</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>14</th>n", " <td>クラウドセキュリティ</td>n", " <td>Orca Security</td>n", " <td>Orca Security</td>n", " <td>10</td>n", " <td>30</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>15</th>n", " <td>クラウドセキュリティ</td>n", " <td>Trend Cloud One / Deep Security</td>n", " <td>Trend Micro</td>n", " <td>70</td>n", " <td>5</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>16</th>n", " <td>IT資産管理</td>n", " <td>SKYSEA Client View</td>n", " <td>SKY</td>n", " <td>75</td>n", " <td>5</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>17</th>n", " <td>IT資産管理</td>n", " <td>Tanium</td>n", " <td>Tanium</td>n", " <td>10</td>n", " <td>10</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>18</th>n", " <td>IT資産管理</td>n", " <td>Forescout</td>n", " <td>Forescout</td>n", " <td>12</td>n", " <td>8</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>19</th>n", " <td>IT資産管理</td>n", " <td>Nozomi Networks</td>n", " <td>Nozomi Networks</td>n", " <td>8</td>n", " <td>25</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>20</th>n", " <td>IT資産管理</td>n", " <td>Microsoft Intune</td>n", " <td>Microsoft</td>n", " <td>80</td>n", " <td>20</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>21</th>n", " <td>IT資産管理</td>n", " <td>Ivanti / ManageEngine</td>n", " <td>Ivanti / Zoho(ManageEngine)</td>n", " <td>15</td>n", " <td>5</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>22</th>n", " <td>MDR</td>n", " <td>DH-MDRサービス</td>n", " <td>CYBERNET / DH</td>n", " <td>3</td>n", " <td>20</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>23</th>n", " <td>MDR</td>n", " <td>Sophos MDR</td>n", " <td>Sophos</td>n", " <td>15</td>n", " <td>35</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>24</th>n", " <td>MDR</td>n", " <td>CrowdStrike Falcon Complete</td>n", " <td>CrowdStrike</td>n", " <td>40</td>n", " <td>30</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>25</th>n", " <td>MDR</td>n", " <td>Microsoft Defender Experts / MDR系</td>n", " <td>Microsoft</td>n", " <td>8</td>n", " <td>40</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>26</th>n", " <td>MDR</td>n", " <td>Trend Managed XDR(Service One)</td>n", " <td>Trend Micro</td>n", " <td>30</td>n", " <td>20</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>27</th>n", " <td>性能評価</td>n", " <td>MAJESTY</td>n", " <td>CYBERNET</td>n", " <td>3</td>n", " <td>0</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>28</th>n", " <td>性能評価</td>n", " <td>Datadog</td>n", " <td>Datadog</td>n", " <td>40</td>n", " <td>30</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>29</th>n", " <td>性能評価</td>n", " <td>Dynatrace</td>n", " <td>Dynatrace</td>n", " <td>15</td>n", " <td>20</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>30</th>n", " <td>性能評価</td>n", " <td>New Relic</td>n", " <td>New Relic</td>n", " <td>48</td>n", " <td>20</td>n", " <td>B</td>n", " </tr>n", " <tr>n", " <th>31</th>n", " <td>性能評価</td>n", " <td>SiteScope</td>n", " <td>OpenText</td>n", " <td>3</td>n", " <td>-5</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>32</th>n", " <td>性能評価</td>n", " <td>Juniper Mist</td>n", " <td>Juniper Networks</td>n", " <td>25</td>n", " <td>25</td>n", " <td>C</td>n", " </tr>n", " <tr>n", " <th>33</th>n", " <td>OTセキュリティ</td>n", " <td>TXOne Networks</td>n", " <td>TXOne Networks</td>n", " <td>21</td>n", " <td>11</td>n", " <td>C</td>n", " </tr>n", " </tbody>n", "</table>n", "</div>" ], "text/plain": [ " カテゴリ 商材 n", "0 エンドポイント CrowdStrike Falcon(プラットフォーム全体・Complete除く) \n", "1 エンドポイント Symantec Endpoint Security n", "2 エンドポイント Microsoft Defender for Endpoint n", "3 エンドポイント Palo Alto Cortex XDR n", "4 エンドポイント Sophos XDR n", "5 エンドポイント Carbon Black Cloud n", "6 エンドポイント Tanium n", "7 エンドポイント Trend Vision One(Apex One含む) n", "8 クラウドセキュリティ Netskope One(SSE/SASEプラットフォーム全体) n", "9 クラウドセキュリティ OneLogin n", "10 クラウドセキュリティ Zscaler n", "11 クラウドセキュリティ Palo Alto Prisma n", "12 クラウドセキュリティ Microsoft(Entra / Defender for Cloud Apps系) n", "13 クラウドセキュリティ Check Point SASE n", "14 クラウドセキュリティ Orca Security n", "15 クラウドセキュリティ Trend Cloud One / Deep Security n", "16 IT資産管理 SKYSEA Client View n", "17 IT資産管理 Tanium n", "18 IT資産管理 Forescout n", "19 IT資産管理 Nozomi Networks n", "20 IT資産管理 Microsoft Intune n", "21 IT資産管理 Ivanti / ManageEngine n", "22 MDR DH-MDRサービス n", "23 MDR Sophos MDR n", "24 MDR CrowdStrike Falcon Complete n", "25 MDR Microsoft Defender Experts / MDR系 n", "26 MDR Trend Managed XDR(Service One) n", "27 性能評価 MAJESTY n", "28 性能評価 Datadog n", "29 性能評価 Dynatrace n", "30 性能評価 New Relic n", "31 性能評価 SiteScope n", "32 性能評価 Juniper Mist n", "33 OTセキュリティ TXOne Networks n", "n", " 提供ベンダー 国内売上規模(億円・推定) 国内成長率(%・推定) 信頼度 n", "0 CrowdStrike 260 25 B n", "1 Broadcom / Symantec 115 -5 B n", "2 Microsoft 250 25 C n", "3 Palo Alto Networks 45 20 C n", "4 Sophos 25 12 C n", "5 Broadcom / Carbon Black 30 -10 C n", "6 Tanium 70 15 C n", "7 Trend Micro 300 5 B n", "8 Netskope 95 25 B n", "9 OneLogin 6 5 C n", "10 Zscaler 170 22 B n", "11 Palo Alto Networks 45 15 C n", "12 Microsoft 180 20 C n", "13 Check Point 8 20 C n", "14 Orca Security 10 30 C n", "15 Trend Micro 70 5 B n", "16 SKY 75 5 B n", "17 Tanium 10 10 C n", "18 Forescout 12 8 C n", "19 Nozomi Networks 8 25 C n", "20 Microsoft 80 20 C n", "21 Ivanti / Zoho(ManageEngine) 15 5 C n", "22 CYBERNET / DH 3 20 C n", "23 Sophos 15 35 B n", "24 CrowdStrike 40 30 C n", "25 Microsoft 8 40 C n", "26 Trend Micro 30 20 B n", "27 CYBERNET 3 0 C n", "28 Datadog 40 30 C n", "29 Dynatrace 15 20 C n", "30 New Relic 48 20 B n", "31 OpenText 3 -5 C n", "32 Juniper Networks 25 25 C n", "33 TXOne Networks 21 11 C " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def load_data(xlsx_path: Path, sheet_name: str | int = 0) -> pd.DataFrame:n", " df = pd.read_excel(xlsx_path, sheet_name=sheet_name, engine="openpyxl")n", "n", " required_columns = [n", " "カテゴリ",n", " "商材",n", " "提供ベンダー",n", " "国内売上規模(億円・推定)",n", " "国内成長率(%・推定)",n", " "信頼度",n", " ]n", "n", " missing = [column for column in required_columns if column not in df.columns]n", " if missing:n", " raise ValueError(f"Excelに必要な列がありません: {missing}")n", "n", " df = df[required_columns].copy()n", " df = df.dropna(subset=["カテゴリ", "商材", "提供ベンダー"])n", "n", " df["国内売上規模(億円・推定)"] = pd.to_numeric(n", " df["国内売上規模(億円・推定)"],n", " errors="coerce",n", " )n", " df["国内成長率(%・推定)"] = pd.to_numeric(n", " df["国内成長率(%・推定)"],n", " errors="coerce",n", " )n", "n", " df = df.dropna(n", " subset=[n", " "国内売上規模(億円・推定)",n", " "国内成長率(%・推定)",n", " ]n", " )n", "n", " df["信頼度"] = df["信頼度"].astype(str).str.strip().str.upper()n", " df = df[df["カテゴリ"].isin(CATEGORY_ORDER)].copy()n", "n", " return dfn", "n", "n", "df = load_data(INPUT_FILE, sheet_name=SHEET_NAME)n", "print(f"読み込み件数: {len(df)}件")n", "display(df)" ] }, { "cell_type": "markdown", "id": "98f2cdd9", "metadata": {}, "source": [ "## 5. バブルマップ描画関数" ] }, { "cell_type": "code", "execution_count": 35, "id": "bb08555c", "metadata": { "execution": { "iopub.execute_input": "2026-07-22T05:23:55.502756Z", "iopub.status.busy": "2026-07-22T05:23:55.502301Z", "iopub.status.idle": "2026-07-22T05:23:55.537818Z", "shell.execute_reply": "2026-07-22T05:23:55.536601Z" } }, "outputs": [], "source": [ "def plot_bubble_map(n", " df: pd.DataFrame,n", " output_path: Path,n", " dpi: int = 160,n", " bubble_scale: float = 2.1,n", "):n", " set_japanese_font()n", "n", " category_x = {category: index for index, category in enumerate(CATEGORY_ORDER)}n", " vendor_colors = complete_vendor_colors(df["提供ベンダー"].drop_duplicates())n", "n", " fig, ax = plt.subplots(figsize=(18.2, 8.6))n", "n", " # タイトル2行とグラフ領域の間隔を広げます。n", " fig.subplots_adjust(n", " left=0.075,n", " right=0.76, # 右側の凡例スペースを拡大n", " top=0.84,n", " bottom=0.17,n", " )n", "n", " # 背景と罫線n", " ax.set_facecolor("white")n", " ax.set_axisbelow(True)n", " ax.yaxis.grid(n", " True,n", " color="#cfcfcf",n", " linestyle=(0, (2, 3)),n", " linewidth=0.8,n", " )n", "n", " for boundary in [index + 0.5 for index in range(len(CATEGORY_ORDER) - 1)]:n", " ax.axvline(n", " boundary,n", " color="#d9d9d9",n", " linestyle=(0, (2, 3)),n", " linewidth=0.8,n", " zorder=0,n", " )n", "n", " ax.axhline(0, color="#666666", linewidth=1.0, zorder=1)n", "n", " # 最初にバブルをすべて描画し、後からラベルを自動配置します。n", " point_records = []n", "n", " for _, row in df.iterrows():n", " category = str(row["カテゴリ"])n", " product = str(row["商材"])n", " vendor = str(row["提供ベンダー"])n", " sales = float(row["国内売上規模(億円・推定)"])n", " growth = float(row["国内成長率(%・推定)"])n", " confidence = str(row["信頼度"])n", "n", " x_key = rule_key(product, category, X_OFFSETS)n", " x = category_x[category] + (X_OFFSETS[x_key] if x_key else 0.0)n", "n", " handled = contains_any(product, HANDLED_PRODUCT_KEYWORDS)n", " facecolor = vendor_colors[vendor]n", " edgecolor = "#ff0000" if handled else "#666666"n", " linewidth = 1.9 if handled else 0.75n", " alpha = ALPHA_BY_CONFIDENCE.get(confidence, 0.35)n", "n", " # matplotlibのsは面積(point^2)。売上額に比例させます。n", " bubble_size = max(sales, 1.0) * bubble_scalen", "n", " ax.scatter(n", " x,n", " growth,n", " s=bubble_size,n", " c=[facecolor],n", " alpha=alpha,n", " edgecolors=edgecolor,n", " linewidths=linewidth,n", " zorder=4,n", " )n", "n", " point_records.append(n", " {n", " "category": category,n", " "product": product,n", " "vendor": vendor,n", " "sales": sales,n", " "growth": growth,n", " "x": x,n", " "bubble_size": bubble_size,n", " "handled": handled,n", " }n", " )n", "n", " # 軸n", " ax.set_xlim(-0.5, len(CATEGORY_ORDER) - 0.5)n", " ax.set_ylim(-20, 50)n", " ax.set_xticks(range(len(CATEGORY_ORDER)))n", " ax.set_xticklabels(CATEGORY_ORDER, fontsize=10.5, fontweight="bold")n", " ax.tick_params(axis="x", length=0, pad=10)n", "n", " ax.yaxis.set_major_locator(MultipleLocator(10))n", " ax.yaxis.set_major_formatter(FuncFormatter(lambda value, _: f"{int(value)}%"))n", " ax.tick_params(axis="y", labelsize=9)n", " ax.set_ylabel(n", " "国内成長率(% 推定)",n", " fontsize=10.5,n", " fontweight="bold",n", " labelpad=8,n", " )n", "n", " for spine in ax.spines.values():n", " spine.set_color("#555555")n", " spine.set_linewidth(1.0)n", "n", " # タイトル:1行目と2行目を別々に配置して、重なりを防止します。n", " fig.text(n", " 0.455,n", " 0.978,n", " "公開データを基準にした商材別売上・成長率仮説マップ",n", " ha="center",n", " va="top",n", " fontsize=20,n", " fontweight="bold",n", " )n", "n", " fig.text(n", " 0.455,n", " 0.936,n", " "バブル面積=商材別の国内売上規模(億円・推定)/色=提供ベンダー/濃さ=データ信頼度(A>B>C)/赤枠=当社扱い製品",n", " ha="center",n", " va="top",n", " fontsize=10.4,n", " fontweight="bold",n", " )n", "n", " # バブルの表示座標と大きさを取得するため、一度描画します。n", " fig.canvas.draw()n", "n", " occupied_label_boxes = []n", " bubble_obstacle_boxes = []n", "n", " # 各バブルを、ラベル配置時に避ける矩形として登録します。n", " for record in point_records:n", " px, py = ax.transData.transform((record["x"], record["growth"]))n", "n", " # バブルの半径をやや大きめに見積もり、文字との間に余白を持たせます。n", " radius_point = max(4.0, record["bubble_size"] ** 0.5 / 2.0)n", " radius_pixel = radius_point * fig.dpi / 72.0 + 5.0n", "n", " bubble_obstacle_boxes.append(n", " Bbox.from_extents(n", " px - radius_pixel,n", " py - radius_pixel,n", " px + radius_pixel,n", " py + radius_pixel,n", " )n", " )n", "n", " # カテゴリ順、成長率の高い順に配置すると、結果が安定します。n", " point_records = sorted(n", " point_records,n", " key=lambda record: (n", " CATEGORY_ORDER.index(record["category"]),n", " -record["growth"],n", " -record["sales"],n", " ),n", " )n", "n", " # ラベルをバブル・他ラベルと重ならない位置へ配置します。n", " for record in point_records:n", " product = record["product"]n", " vendor = record["vendor"]n", " handled = record["handled"]n", "n", " label_key = rule_key(product, record["category"], LABEL_OFFSETS)n", " preferred_offset = LABEL_OFFSETS.get(label_key, (40, 8))n", "n", " text_color = "#ff0000" if handled else vendor_colors[vendor]n", " if vendor in {"SKY", "Nozomi Networks", "OpenText"} and not handled:n", " text_color = "#444444"n", "n", " label = (n", " f"{short_name(product)}\n"n", " f"{record['sales']:g}億円 / {format_growth(record['growth'])}"n", " )n", "n", " text_obj = ax.text(n", " record["x"],n", " record["growth"],n", " label,n", " fontsize=6.8,n", " color=text_color,n", " fontweight="bold",n", " linespacing=1.08,n", " zorder=6,n", " bbox={n", " "boxstyle": "square,pad=0.12",n", " "facecolor": "white",n", " "edgecolor": "none",n", " "alpha": 0.92,n", " },n", " )n", "n", " text_obj.set_path_effects(n", " [patheffects.withStroke(linewidth=1.1, foreground="white")]n", " )n", "n", " label_x, label_y = place_label_without_overlap(n", " ax=ax,n", " fig=fig,n", " text_obj=text_obj,n", " source_xy=(record["x"], record["growth"]),n", " preferred_offset=preferred_offset,n", " occupied_boxes=occupied_label_boxes,n", " obstacle_boxes=bubble_obstacle_boxes,n", " )n", "n", " # バブルからラベルまで引き込み線を描画します。n", " # 線はバブルより背面、文字より前面にならないようにします。n", " ax.plot(n", " [record["x"], label_x],n", " [record["growth"], label_y],n", " color="#9a9a9a",n", " linewidth=0.7,n", " solid_capstyle="round",n", " zorder=3.6,n", " )n", "n", " # 右側:信頼度凡例n", " confidence_handles = []n", " for level, description in [n", " ("A", "A(高い)"),n", " ("B", "B(やや高い)"),n", " ("C", "C(中程度)"),n", " ("D", "D(低い)"),n", " ]:n", " confidence_handles.append(n", " Line2D(n", " [0],n", " [0],n", " marker="o",n", " linestyle="",n", " label=description,n", " markerfacecolor="#555555",n", " markeredgecolor="#555555",n", " markersize=7,n", " alpha=ALPHA_BY_CONFIDENCE[level],n", " )n", " )n", "n", " confidence_legend = ax.legend(n", " handles=confidence_handles,n", " title="信頼性(透明度)",n", " loc="upper left",n", " bbox_to_anchor=(1.01, 1.0),n", " frameon=True,n", " fancybox=True,n", " framealpha=1.0,n", " edgecolor="#777777",n", " fontsize=7.5,n", " title_fontsize=8.2,n", " borderpad=0.8,n", " labelspacing=0.45,n", " )n", " ax.add_artist(confidence_legend)n", "n", " # 右側:当社取扱い凡例n", " handled_handle = Line2D(n", " [0],n", " [0],n", " marker="o",n", " linestyle="",n", " markerfacecolor="white",n", " markeredgecolor="red",n", " markeredgewidth=1.8,n", " markersize=9,n", " label="赤枠・赤字\n=当社取扱い製品",n", " )n", "n", " handled_legend = ax.legend(n", " handles=[handled_handle],n", " loc="upper left",n", " bbox_to_anchor=(1.01, 0.82),n", " frameon=True,n", " fancybox=True,n", " framealpha=1.0,n", " edgecolor="#777777",n", " fontsize=7.5,n", " borderpad=0.8,n", " )n", " ax.add_artist(handled_legend)n", "n", " # 右側:ベンダー凡例n", " vendor_handles = []n", " for vendor in df["提供ベンダー"].drop_duplicates():n", " edge = "#ff0000" if vendor in {"CYBERNET", "CYBERNET / DH"} else "#777777"n", " vendor_handles.append(n", " Line2D(n", " [0],n", " [0],n", " marker="o",n", " linestyle="",n", " markerfacecolor=vendor_colors[vendor],n", " markeredgecolor=edge,n", " markersize=5.2,n", " label=vendor,n", " )n", " )n", "n", " vendor_legend = ax.legend(n", " handles=vendor_handles,n", " title="ベンダー(色分け)",n", " loc="upper left",n", " bbox_to_anchor=(1.01, 0.70),n", "n", " # 凡例を2列にするn", " ncol=1,n", "n", " # 文字サイズと間隔を縮小n", " fontsize=5.8,n", " title_fontsize=7.0,n", " labelspacing=0.20,n", " columnspacing=0.75,n", " handlelength=1.0,n", " handletextpad=0.35,n", " borderpad=0.65,n", "n", " frameon=True,n", " fancybox=False,n", " edgecolor="#666666",n", " framealpha=1.0,n", " )n", " ax.add_artist(vendor_legend)n", "n", " # 右側:バブルサイズ凡例n", " size_values = [100, 200, 300]n", " size_handles = [n", " ax.scatter(n", " [],n", " [],n", " s=value * bubble_scale,n", " facecolors="none",n", " edgecolors="#777777",n", " linewidths=0.9,n", " label=f"{value}億円",n", " )n", " for value in size_valuesn", " ]n", "n", " ax.legend(n", " handles=size_handles,n", " title="バブルの大きさ\n(売上規模 億円)に比例",n", " loc="lower left",n", " bbox_to_anchor=(1.01, -0.015),n", " frameon=True,n", " fancybox=True,n", " framealpha=1.0,n", " edgecolor="#777777",n", " fontsize=7.0,n", " title_fontsize=7.7,n", " borderpad=0.8,n", " labelspacing=0.8,n", " )n", "n", " # 注記n", " fig.text(n", " 0.075,n", " 0.105,n", " "前提:エンドポイント広義市場FY26約2,200億円・CAGR約15%、クラウドセキュリティ市場FY26約1,200億円。OTセキュリティは近接市場と公開情報から推定。",n", " fontsize=8.0,n", " ha="left",n", " )n", "n", " fig.text(n", " 0.075,n", " 0.082,n", " "数値は社内見解・公開シェア・グローバル売上の日本比率からの総合推定値。",n", " fontsize=8.0,n", " ha="left",n", " fontweight="bold",n", " )n", "n", " output_path.parent.mkdir(parents=True, exist_ok=True)n", " fig.savefig(n", " output_path,n", " dpi=dpi,n", " bbox_inches="tight",n", " facecolor="white",n", " )n", "n", " return fig, axn" ] }, { "cell_type": "markdown", "id": "93d7f41d", "metadata": {}, "source": [ "## 6. グラフを作成して保存" ] }, { "cell_type": "code", "execution_count": 36, "id": "f18885d5", "metadata": { "execution": { "iopub.execute_input": "2026-07-22T05:23:55.541643Z", "iopub.status.busy": "2026-07-22T05:23:55.541431Z", "iopub.status.idle": "2026-07-22T05:24:00.650045Z", "shell.execute_reply": "2026-07-22T05:24:00.645174Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "使用フォント: Yu Gothicn" ] }, { "data": { "image/png": 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", "text/plain": [ "<Figure size 1820x860 with 1 Axes>" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "保存しました: C:\Users\fujikawa\OneDrive - サイバネットシステム株式会社\ドキュメント\python\競合分析\商材別売上成長率バブルマップ_6カテゴリ_TXOne.pngn" ] } ], "source": [ "# バブルを大きくしたい場合は bubble_scale を増やします。n", "# 小さくしたい場合は減らします。n", "fig, ax = plot_bubble_map(n", " df=df,n", " output_path=OUTPUT_FILE,n", " dpi=160,n", " bubble_scale=2.1,n", ")n", "n", "plt.show()n", "print("保存しました:", OUTPUT_FILE.resolve())" ] }, { "cell_type": "markdown", "id": "8f5fbb24", "metadata": {}, "source": [ "## 7. ラベル位置の調整方法n", "n", "ラベルは自動的に、バブルと既配置ラベルを避ける位置へ移動します。n", "初期方向を変えたい場合は、`LABEL_OFFSETS` を調整します。n", "n", "```pythonn", ""Zscaler": (40, 16)n", "```n", "n", "- 1つ目の数値:初期の横方向。正は右、負は左n", "- 2つ目の数値:初期の縦方向。正は上、負は下n", "- 重なりがある場合は、コードが左右・上下の候補位置を自動探索n", "- バブルからラベルまでは引き込み線で接続n", "n", "バブル自体の横位置は `X_OFFSETS` で調整します。n", "n", "n", "### 6カテゴリ目の調整n", "n", "OTセキュリティの横位置は `X_OFFSETS` の次の3項目で調整できます。n", "n", "```pythonn", ""TXOne Element": -0.18n", ""TXOne Stellar": 0.00n", ""TXOne Edge": 0.18n", "```n", "n", "ラベルの初期方向は `LABEL_OFFSETS` の同名項目を変更します。" ] }, { "cell_type": "markdown", "id": "59fd0a3e", "metadata": {}, "source": [] } ], "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": "3.10.10" } }, "nbformat": 4, "nbformat_minor": 5 }</blockquote><br> Cancel