January 2020
Beginner to intermediate
728 pages
10h 26m
Japanese
Content preview from データサイエンス設計マニュアル
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6.2 可視化の審美眼の育成 149
6.1.3 可視化ツール
可視化
をサポートするソフトウェアツールは無数にある。一般に、可視化の作業は 3 つに分類できる。本
当に求められていることが何かによって適切なツールがどれになるかは異なる。
• 探索的データ分析：ここでの目的は、与えられたデータセットについてすばやく対話的に概要をつか
むことだ。Excel などのスプレッドシートソフト、Jupyter Notebook、R、Mathematica などのノート
ブックベースのプログラミング環境は、標準的なグラフを作ることを得意としている。ここで大切な
のは、複雑さを隠すことなので、グラフ作成においては、デフォルトでまずまず合格点がもらえるよ
うな仕事をするが、必要に応じてカスタマイズできるようになっている。
• 出版やプレゼンテーションに堪えられる品質のグラフ：Excel は非常に人気の高いツールだが、だか
らといって最高品質のグラフを描けるわけではない。最良の可視化は、ツールの柔軟性をフルに活用
して、情報量を最大限に引き出すものであり、サイエンティストとソフトウェアの相互作用の賜物だ。
Matplotlib や Gnuplot をはじめとするグラフ作成用ライブラリは、こうしたいと思う通りにグラフの
表示を操作するための多数のオプションを備えている。統計用言語の R には、非常に包括的な可視
化ライブラリがある。好みのライブラリがサポートするグラフタイプのカタログをよく見て、データ
の最高の表現方法を見つけるようにしよう。 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.