Interactive, Geospatial & Narrative Data Visualization

Interactive, Geospatial & Narrative Data Visualization

本课程是 Data Visualization: Fundamentals to Interactive Storytelling 专项课程的一部分

位教师：P.J. Grosse

访问权限由 Coursera Learning Team 提供

5个模块

深入了解一个主题并学习基础知识。

中级等级

需要一些相关经验

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

5个模块

深入了解一个主题并学习基础知识。

中级等级

需要一些相关经验

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将学到什么

Create interactive visualizations using Python libraries like Matplotlib and Seaborn.
Develop stunning geospatial visualizations with tools such as Folium and Tableau.
Craft narrative visualizations to communicate insights effectively.
Implement advanced data visualization techniques for comprehensive analysis.

您将获得的技能

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

10 项作业

授课语言：英语（English）

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Data Visualization: Fundamentals to Interactive Storytelling 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有5个模块

Elevate your data storytelling skills with "Interactive, Geospatial & Narrative Data Visualization" . This comprehensive program covers the essentials of visualizing data through interactive dashboards, geospatial analysis, and narrative visualization using Python and Tableau. Learn to design and implement interactive visualizations that improve user engagement and make complex data more accessible. Explore geospatial data to create compelling maps and understand spatial relationships. Dive into narrative visualization to craft engaging data stories that convey insights effectively.

Master tools like Tableau and Python libraries (Matplotlib, Seaborn, Folium) to create various types of plots and advanced visualizations including maps with markers, choropleth maps, and network graphs. Engage in practical assignments and real-world projects that challenge you to develop, analyze, and optimize data visualizations. By the end of this course, you will have the expertise to build stunning visualizations, interpret complex datasets, and tell impactful data stories.

This module describes forms of interactions when working with data visualizations and the principles of how to most effectively support interaction with data visualization.

涵盖的内容

5个视频5篇阅读材料2个作业3个讨论话题

5个视频总计23分钟

Interactive, Geospatial & Narrative Data Visualization 3分钟
Types of Interaction for Visualization 4分钟
Principles of Designing Interaction Visualization 8分钟
Tools for Interaction Visualization 5分钟
Deriving Insights from Interaction Visualization 3分钟

5篇阅读材料总计50分钟

Prior Courses Recap 10分钟
The Guardian Discussion Response 10分钟
Google's Activity Dashboard 10分钟
Wikipedia Discussion Response 10分钟
Module 10 Sources 10分钟

2个作业总计45分钟

Module 10 Knowledge Check 30分钟
Let's Practice: Interaction Visualization 15分钟

3个讨论话题总计90分钟

Website Heatmap Discussion 30分钟
The Guardian Discussion 30分钟
Wikipedia Discussion 30分钟

This module presents maps as a form of data visualization, describes what geospatial data is, and what different forms of map visualization are possible.

涵盖的内容

4个视频6篇阅读材料2个作业3个讨论话题

4个视频总计21分钟

Map Visualization 2分钟
Maps as a Form of Visualization 8分钟
Types of Map Visualization 5分钟
Principles of Map Visualization 6分钟

6篇阅读材料总计85分钟

Module 10 Recap 10分钟
GeoJSON Tutorial for Beginners 10分钟
Use of Population Weighted Density Index for Coronavirus Spread in the United States 30分钟
Symbol Maps: Understanding and Using Symbol Maps 10分钟
Make Maps People Want to Look at 15分钟
Module 11 Sources 10分钟

2个作业总计45分钟

Module 11 Knowledge Check 30分钟
Let's Practice: Maps: Basic Maps 15分钟

3个讨论话题总计80分钟

Geographic Data 20分钟
Interpretation of Flow Map 30分钟
Apply the Principles 30分钟

This module teaches how to create map visualization in Python and Tableau.

涵盖的内容

3个视频5篇阅读材料2个作业3个非评分实验室

3个视频总计20分钟

Creating Basic Map Visualization in Python 6分钟
Create Map Visualizations in Tableau 7分钟
Create Interactive Map Visualizations 7分钟

5篇阅读材料总计65分钟

Module 11 Recap 10分钟
What is Geospatial-Data? 15分钟
GeoPandas Tutorial: An Introduction to Geospatial Analysis 20分钟
10 Examples of Interactive Map Data Visualization 10分钟
Module 12 Sources 10分钟

2个作业总计45分钟

Module 12 Knowledge Check 30分钟
Let's Practice Maps: Color and Layout Design 15分钟

3个非评分实验室总计180分钟

Module 12 Lab 1 60分钟
Applying Principles of Map Visualization 60分钟
Practice with Folium 60分钟

This module introduces the transformation of text into visual representation, providing basics of how text is treated as data, and what techniques can be used to visualize text.

涵盖的内容

4个视频2篇阅读材料2个作业1个讨论话题

4个视频总计25分钟

Text visualization 2分钟
Transforming text into visual representation 8分钟
Key text visualization techniques 6分钟
Visualization of evolving documents and conversations 9分钟

2篇阅读材料总计20分钟

All you need to know about word cloud: A complete guide 10分钟
Module 13 Sources 10分钟

2个作业总计45分钟

Module 13 Knowledge Check 30分钟
Let's Practice: Text Visualization 15分钟

1个讨论话题总计10分钟

Word Clouds 10分钟

This module teaches how to visual data storytelling and how to transform visualizations as forms of art, using guidelines from Tufte’s principles of visualization.