Apache Superset Quick Start Guide: Develop interactive visualizations by creating user-friendly dashboards
暫譯: Apache Superset 快速入門指南:透過創建使用者友好的儀表板開發互動式視覺化

Shashank Shekhar

  • 出版商: Packt Publishing
  • 出版日期: 2018-12-15
  • 售價: $1,450
  • 貴賓價: 9.5$1,378
  • 語言: 英文
  • 頁數: 188
  • 裝訂: Paperback
  • ISBN: 1788992245
  • ISBN-13: 9781788992244
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Integrate open source data analytics and build business intelligence on SQL databases with Apache Superset. The quick, intuitive nature for data visualization in a web application makes it easy for creating interactive dashboards.

Key Features

  • Work with Apache Superset's rich set of data visualizations
  • Create interactive dashboards and data storytelling
  • Easily explore data

Book Description

Apache Superset is a modern, open source, enterprise-ready business intelligence (BI) web application. With the help of this book, you will see how Superset integrates with popular databases like Postgres, Google BigQuery, Snowflake, and MySQL. You will learn to create real time data visualizations and dashboards on modern web browsers for your organization using Superset.

First, we look at the fundamentals of Superset, and then get it up and running. You'll go through the requisite installation, configuration, and deployment. Then, we will discuss different columnar data types, analytics, and the visualizations available. You'll also see the security tools available to the administrator to keep your data safe.

You will learn how to visualize relationships as graphs instead of coordinates on plain orthogonal axes. This will help you when you upload your own entity relationship dataset and analyze the dataset in new, different ways. You will also see how to analyze geographical regions by working with location data.

Finally, we cover a set of tutorials on dashboard designs frequently used by analysts, business intelligence professionals, and developers.

What you will learn

  • Get to grips with the fundamentals of data exploration using Superset
  • Set up a working instance of Superset on cloud services like Google Compute Engine
  • Integrate Superset with SQL databases
  • Build dashboards with Superset
  • Calculate statistics in Superset for numerical, categorical, or text data
  • Understand visualization techniques, filtering, and grouping by aggregation
  • Manage user roles and permissions in Superset
  • Work with SQL Lab

Who this book is for

This book is for data analysts, BI professionals, and developers who want to learn Apache Superset. If you want to create interactive dashboards from SQL databases, this book is what you need. Working knowledge of Python will be an advantage but not necessary to understand this book.

Table of Contents

  1. Getting Started with Data Exploration
  2. Configuring Superset and Using SQL Lab
  3. User Authentication and Permissions
  4. Visualizing Data in a Column
  5. Comparing Feature Values
  6. Drawing Connections between Entity Columns
  7. Mapping Data That Has Location Information
  8. Building Dashboards

商品描述(中文翻譯)

整合開源數據分析,並在 SQL 數據庫上使用 Apache Superset 建立商業智慧。這個網頁應用程式的數據視覺化快速且直觀,使得創建互動式儀表板變得簡單。

主要特點
- 使用 Apache Superset 的豐富數據視覺化功能
- 創建互動式儀表板和數據故事
- 輕鬆探索數據

書籍描述
Apache Superset 是一個現代的開源企業級商業智慧 (BI) 網頁應用程式。藉助這本書,您將了解 Superset 如何與流行的數據庫如 Postgres、Google BigQuery、Snowflake 和 MySQL 整合。您將學會如何使用 Superset 在現代網頁瀏覽器上為您的組織創建實時數據視覺化和儀表板。

首先,我們將探討 Superset 的基本原理,然後讓它運行起來。您將經歷必要的安裝、配置和部署。接著,我們將討論不同的列式數據類型、分析和可用的視覺化工具。您還將看到可用於管理員的安全工具,以保護您的數據安全。

您將學會如何將關係視覺化為圖形,而不是在平面正交軸上使用坐標。這將幫助您在上傳自己的實體關係數據集並以新的不同方式分析該數據集時。您還將看到如何通過處理位置數據來分析地理區域。

最後,我們將涵蓋一系列分析師、商業智慧專業人士和開發人員經常使用的儀表板設計教程。

您將學到的內容
- 熟悉使用 Superset 進行數據探索的基本原理
- 在 Google Compute Engine 等雲服務上設置 Superset 的工作實例
- 將 Superset 與 SQL 數據庫整合
- 使用 Superset 建立儀表板
- 在 Superset 中計算數值、類別或文本數據的統計
- 理解視覺化技術、過濾和聚合分組
- 管理 Superset 中的用戶角色和權限
- 使用 SQL Lab

本書適合對象
本書適合希望學習 Apache Superset 的數據分析師、商業智慧專業人士和開發人員。如果您想從 SQL 數據庫創建互動式儀表板,這本書正是您所需。具備 Python 的工作知識將是優勢,但並非理解本書的必要條件。

目錄
1. 開始數據探索
2. 配置 Superset 和使用 SQL Lab
3. 用戶身份驗證和權限
4. 在一列中視覺化數據
5. 比較特徵值
6. 繪製實體列之間的連接
7. 繪製具有位置信息的數據
8. 建立儀表板