August 2017
Intermediate to advanced
500 pages
12h 3m
Japanese
Overview
Webからデータを取得して、効率よく整理、分析を行い効果的な可視化を実現するには、さまざまなツールとテクニックが必要です。 本書ではPythonとJavaScriptを使い分け、それぞれの言語の強みを最大限利用します。 PythonのBeautifulSoupとScrapyでデータを取得、pandas、Matplotlib、Numpyでデータ処理を行い、Flaskフレームワークを使ってデータを配信、JavaScriptのD3.jsを使ってインタラクティブなWeb可視化を実現します。データの収集からアウトプットまでの全体を視野に入れて解説しているので、実際にコードを追いながら、この一冊でデータ分析プロセスの全体像を理解できます。
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.