Python×Plotly 3Dチャレンジ（高橋のカレンダー） Advent Calendar 2025

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Category：Solo Advent Calendar

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@Tadataka_Takahashi

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高橋の一人アドベントカレンダー
おもにpythonで3Dにチャンレジする記事を投稿する予定
一つのテーマで難しかったら複数テーマになる可能性もあり

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You can join the calendar by selecting an available date and registering the URL of the article you wish to link to. If a slot is available, you can go back to a past date to join!

Series 1

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
30	@Tadataka_Takahashi 【Colab最小構成】Plotlyで3Dグラフを一発で動かす方法 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi Plotlyで3Dグラフを描く最初の一歩（Surface入門） Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi 【Plotlyで3D散布図（scatter3d）を描く】立体座標を直感的に理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi 【Plotlyで3D折れ線グラフの基本】立体的なデータの動きを描く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi Plotlyで3Dグラフの軸・ラベル・タイトル設定：見やすい3D図をつくる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi Plotlyでカメラ位置・視点を自由に変更してみよう Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi Plotlyでカラーマップを変えて印象を変える - 見せ方で3Dグラフは変わる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi Plotlyで3Dグラフの背景色・網目・グリッド設定 - 奥行きのある3D表示に仕上げる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi PlotlyでグラフをHTMLで保存・共有する：インタラクティブ3Dをそのまま配る方法 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D散布図に凡例（グループ色分け）と軸線を追加する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3Dデータを透明度で層状に可視化 - 重なり・分布・構造を一目で理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D散布図で外れ値を強調する：外れ値・異常点を"立体"で見抜く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D散布図に注釈（ラベル）を追加する - 特定の点を"指さして説明できる"3D可視化へ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi [Plotly] Surfaceをワイヤーフレームで描く - 3D形状の"骨格"を可視化する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] ベクトル（矢印）を3D空間に描く - 力学・勾配・向きデータを可視化する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 複数の3D曲線を同時表示：軌跡・経路・パスを一度に見せる3D可視化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D散布図に回転アニメーションを付ける : 構造を"動きで理解する"3D可視化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 複数の3D散布図を同じシーンに重ねる：クラスタ比較・群間分析 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D Surfaceを時間変化で動かす - 動く曲面で変化パターンを直感的に理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3Dラインの太さ・色変化で速度変化を表現 - "速い・遅い"を見てわかる3D軌跡 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi [Plotly] 3D空間に立方体（Bounding Box）ガイドを追加：データ範囲を直感的に把握する3D可視化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] サブプロットで3Dグラフを比較表示する : 複数3Dデータを並べて理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D座標軸をカスタム線で"強調表示"する : 見やすい3Dグラフのための軸デザイン Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 点群の「距離情報」を色で可視化する：距離ベースで3D点群の構造を理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 測定点と軌跡ラインを"層構造"で組み合わせる: 3Dデータの関係性を立体的に理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27

@Tadataka_Takahashi
【Colab最小構成】Plotlyで3Dグラフを一発で動かす方法
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
Plotlyで3Dグラフを描く最初の一歩（Surface入門）
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
【Plotlyで3D散布図（scatter3d）を描く】立体座標を直感的に理解する
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Title
URL
You can post either your article on Qiita or your blog post.
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When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
【Plotlyで3D折れ線グラフの基本】立体的なデータの動きを描く
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
Plotlyで3Dグラフの軸・ラベル・タイトル設定：見やすい3D図をつくる
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
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@Tadataka_Takahashi
Plotlyでカメラ位置・視点を自由に変更してみよう
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
Plotlyでカラーマップを変えて印象を変える - 見せ方で3Dグラフは変わる
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
Plotlyで3Dグラフの背景色・網目・グリッド設定 - 奥行きのある3D表示に仕上げる
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
PlotlyでグラフをHTMLで保存・共有する：インタラクティブ3Dをそのまま配る方法
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] 3D散布図に凡例（グループ色分け）と軸線を追加する
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URL
You can post either your article on Qiita or your blog post.
About reserved posting
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] 3Dデータを透明度で層状に可視化 - 重なり・分布・構造を一目で理解する
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] 3D散布図で外れ値を強調する：外れ値・異常点を"立体"で見抜く
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] 3D散布図に注釈（ラベル）を追加する - 特定の点を"指さして説明できる"3D可視化へ
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] Surfaceをワイヤーフレームで描く - 3D形状の"骨格"を可視化する
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] ベクトル（矢印）を3D空間に描く - 力学・勾配・向きデータを可視化する
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URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] 複数の3D曲線を同時表示：軌跡・経路・パスを一度に見せる3D可視化
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] 3D散布図に回転アニメーションを付ける : 構造を"動きで理解する"3D可視化
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You can post either your article on Qiita or your blog post.
About reserved posting
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi
[Plotly] 複数の3D散布図を同じシーンに重ねる：クラスタ比較・群間分析
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URL
You can post either your article on Qiita or your blog post.
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
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@Tadataka_Takahashi
[Plotly] 3D Surfaceを時間変化で動かす - 動く曲面で変化パターンを直感的に理解する
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You can post either your article on Qiita or your blog post.
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@Tadataka_Takahashi
[Plotly] 3Dラインの太さ・色変化で速度変化を表現 - "速い・遅い"を見てわかる3D軌跡
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@Tadataka_Takahashi
[Plotly] 3D空間に立方体（Bounding Box）ガイドを追加：データ範囲を直感的に把握する3D可視化
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@Tadataka_Takahashi
[Plotly] サブプロットで3Dグラフを比較表示する : 複数3Dデータを並べて理解する
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@Tadataka_Takahashi
[Plotly] 3D座標軸をカスタム線で"強調表示"する : 見やすい3Dグラフのための軸デザイン
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About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
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@Tadataka_Takahashi
[Plotly] 点群の「距離情報」を色で可視化する：距離ベースで3D点群の構造を理解する
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@Tadataka_Takahashi
[Plotly] 測定点と軌跡ラインを"層構造"で組み合わせる: 3Dデータの関係性を立体的に理解する
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You can post either your article on Qiita or your blog post.
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Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
30	@Tadataka_Takahashi 【Colab最小構成】Plotlyで3Dグラフを一発で動かす方法 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi Plotlyで3Dグラフを描く最初の一歩（Surface入門） Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi 【Plotlyで3D散布図（scatter3d）を描く】立体座標を直感的に理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi 【Plotlyで3D折れ線グラフの基本】立体的なデータの動きを描く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi Plotlyで3Dグラフの軸・ラベル・タイトル設定：見やすい3D図をつくる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi Plotlyでカメラ位置・視点を自由に変更してみよう Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi Plotlyでカラーマップを変えて印象を変える - 見せ方で3Dグラフは変わる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi Plotlyで3Dグラフの背景色・網目・グリッド設定 - 奥行きのある3D表示に仕上げる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi PlotlyでグラフをHTMLで保存・共有する：インタラクティブ3Dをそのまま配る方法 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D散布図に凡例（グループ色分け）と軸線を追加する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3Dデータを透明度で層状に可視化 - 重なり・分布・構造を一目で理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D散布図で外れ値を強調する：外れ値・異常点を"立体"で見抜く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D散布図に注釈（ラベル）を追加する - 特定の点を"指さして説明できる"3D可視化へ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi [Plotly] Surfaceをワイヤーフレームで描く - 3D形状の"骨格"を可視化する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] ベクトル（矢印）を3D空間に描く - 力学・勾配・向きデータを可視化する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 複数の3D曲線を同時表示：軌跡・経路・パスを一度に見せる3D可視化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D散布図に回転アニメーションを付ける : 構造を"動きで理解する"3D可視化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 複数の3D散布図を同じシーンに重ねる：クラスタ比較・群間分析 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D Surfaceを時間変化で動かす - 動く曲面で変化パターンを直感的に理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3Dラインの太さ・色変化で速度変化を表現 - "速い・遅い"を見てわかる3D軌跡 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Tadataka_Takahashi [Plotly] 3D空間に立方体（Bounding Box）ガイドを追加：データ範囲を直感的に把握する3D可視化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] サブプロットで3Dグラフを比較表示する : 複数3Dデータを並べて理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 3D座標軸をカスタム線で"強調表示"する : 見やすい3Dグラフのための軸デザイン Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 点群の「距離情報」を色で可視化する：距離ベースで3D点群の構造を理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Tadataka_Takahashi [Plotly] 測定点と軌跡ラインを"層構造"で組み合わせる: 3Dデータの関係性を立体的に理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27

@Tadataka_Takahashi
【Colab最小構成】Plotlyで3Dグラフを一発で動かす方法
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@Tadataka_Takahashi
Plotlyで3Dグラフを描く最初の一歩（Surface入門）
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【Plotlyで3D散布図（scatter3d）を描く】立体座標を直感的に理解する
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@Tadataka_Takahashi
【Plotlyで3D折れ線グラフの基本】立体的なデータの動きを描く
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@Tadataka_Takahashi
Plotlyで3Dグラフの軸・ラベル・タイトル設定：見やすい3D図をつくる
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@Tadataka_Takahashi
Plotlyでカメラ位置・視点を自由に変更してみよう
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@Tadataka_Takahashi
Plotlyでカラーマップを変えて印象を変える - 見せ方で3Dグラフは変わる
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@Tadataka_Takahashi
Plotlyで3Dグラフの背景色・網目・グリッド設定 - 奥行きのある3D表示に仕上げる
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@Tadataka_Takahashi
PlotlyでグラフをHTMLで保存・共有する：インタラクティブ3Dをそのまま配る方法
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@Tadataka_Takahashi
[Plotly] 3D散布図に凡例（グループ色分け）と軸線を追加する
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@Tadataka_Takahashi
[Plotly] 3Dデータを透明度で層状に可視化 - 重なり・分布・構造を一目で理解する
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[Plotly] 3D散布図で外れ値を強調する：外れ値・異常点を"立体"で見抜く
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@Tadataka_Takahashi
[Plotly] 3D散布図に注釈（ラベル）を追加する - 特定の点を"指さして説明できる"3D可視化へ
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@Tadataka_Takahashi
[Plotly] Surfaceをワイヤーフレームで描く - 3D形状の"骨格"を可視化する
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[Plotly] ベクトル（矢印）を3D空間に描く - 力学・勾配・向きデータを可視化する
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[Plotly] 複数の3D曲線を同時表示：軌跡・経路・パスを一度に見せる3D可視化
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[Plotly] 3D散布図に回転アニメーションを付ける : 構造を"動きで理解する"3D可視化
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[Plotly] 複数の3D散布図を同じシーンに重ねる：クラスタ比較・群間分析
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[Plotly] 3D Surfaceを時間変化で動かす - 動く曲面で変化パターンを直感的に理解する
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[Plotly] 3Dラインの太さ・色変化で速度変化を表現 - "速い・遅い"を見てわかる3D軌跡
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[Plotly] 3D空間に立方体（Bounding Box）ガイドを追加：データ範囲を直感的に把握する3D可視化
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[Plotly] サブプロットで3Dグラフを比較表示する : 複数3Dデータを並べて理解する
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[Plotly] 3D座標軸をカスタム線で"強調表示"する : 見やすい3Dグラフのための軸デザイン
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[Plotly] 点群の「距離情報」を色で可視化する：距離ベースで3D点群の構造を理解する
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[Plotly] 測定点と軌跡ラインを"層構造"で組み合わせる: 3Dデータの関係性を立体的に理解する
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You can increase the number of series when Calendar 1 is filled with more than 10 articles.

Python×Plotly 3Dチャレンジ（高橋のカレンダー） Advent Calendar 2025

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