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88714665
pandas&Plotly 2D/3Dデータビジュアライゼーション実装ハンドブック
Item #:
88714665
MGA 155275
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This handbook aims to reduce the burden of data analysis and equip professionals with the skills to visually understand data.
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- データサイエンティストやビジネスアナリスト、データエンジニアなど、データを扱う専門家を読者対象として提供する本です。 本書は読者のデータ分析作業の負荷が軽減されることを目指しています。 本書の目的の1つは、実務でよく利用されるpandasの機能をまとめており、処理速度やメモリ消費量についても言及しています。 もう1つの目的は、インタラクティブなグラフ作成方法を紹介し、静的なmatplotlibグラフと比較して探索的データ解析（EDA）の負荷を軽減することを目指しています。 本書は、表形式データ操作とデータ可視化の実装に焦点を当てています（全13章）。 内容の構成: 前半（第1章～第4章）ではpandasの基本と操作方法を、後半（第5章～第13章）ではPlotlyのグラフ作成機能を解説しています。 以上の内容を実装することで、データを視覚的に理解するためのスキルを身につけることができます。
| Publisher | 秀和システム新社 |
| Publication date | June 22, 2024 |
| Language | Japanese |
| Print length | 560 pages |
| ISBN-10 | 479806890X |
| ISBN-13 | 978-4798068909 |
| Item Weight | 1 g |
| Dimensions | 8.27 x 5.83 x 1.34 inches (21 x 14.8 x 3.4 cm) |
Product Description
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Customer Questions & Answers
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Question:
Who is this handbook intended for?
Answer: It is intended for data scientists, business analysts, and data engineers. -
Question:
What tools are covered in the handbook?
Answer: The handbook covers pandas and Plotly for data analysis and visualization. -
Question:
Does the book provide practical resources?
Answer: Yes, it includes a downloadable sample code service for implementation.
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MGA 155275
Order now and get it around Thursday, October 08
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Features & Benefits
- Designed for data scientists, business analysts, and data engineers.
- Focuses on reducing data analysis workload through effective techniques.
- Covers essential functions of pandas with attention to processing speed and memory usage.
- Introduces interactive graph creation methods using Plotly.
- Includes a downloadable sample code service for practical implementation.
- Structured into 13 chapters, combining data manipulation and visualization.
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