May 2025
Intermediate to advanced
582 pages
8h 8m
Chinese
Overview
本作品已使用人工智能进行翻译。欢迎您提供反馈和意见：translation-feedback@oreilly.com
获取在 Python 中操作、处理、清理和处理数据集的权威手册。该实践指南已更新至 Python 3.10 和 pandas 1.4，第三版内容丰富，包含许多实际案例，向您展示如何有效解决各种数据分析问题。在此过程中，您将学习 pandas、NumPy 和 Jupyter 的最新版本。
本书由 Python pandas 项目的创建者 Wes McKinney 撰写，是一本关于 Python 数据科学工具的实用、现代的入门书。对于刚接触 Python 的分析师以及刚接触数据科学和科学计算的 Python 程序员来说，这是一本理想的参考书。数据文件和相关资料可在 GitHub 上获得。
- 使用 Jupyter 笔记本和 IPython 终端进行探索性计算
- 学习 NumPy 的基本和高级功能
- 开始使用 pandas 库中的数据分析工具
- 使用灵活工具加载、清理、转换、合并和重塑数据
- 使用matplotlib创建信息丰富的可视化图表
- 应用 pandas 的分组功能对数据集进行切片、分组和汇总
- 分析和处理规则和不规则的时间序列数据
- 通过详细的示例学习如何解决实际数据分析问题
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.