視覚的コミュニケーションのためのデータと過程の可視化:Pythonを用いた実践アプローチ<br>Data and Process Visualisation for Graphic Communication : A Hands-on Approach with Python

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視覚的コミュニケーションのためのデータと過程の可視化:Pythonを用いた実践アプローチ
Data and Process Visualisation for Graphic Communication : A Hands-on Approach with Python

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  • 製本 Paperback:紙装版/ペーパーバック版/ページ数 242 p.
  • 商品コード 9783031570506

Full Description

This book guides the reader through the process of graphic communication with a particular focus on representing data and processes. It considers a variety of common graphic communication scenarios among those that arise most frequently in practical applications.

The book is organized in two parts: representing data (Part I) and representing processes (Part II). The first part deals with the graphical representation of data. It starts with an introductory chapter on the types of variables, then guides the reader through the most common data visualization scenarios - i.e.: representing magnitudes, proportions, one variable as a function of the other, groups, relations, bivariate, trivariate and geospatial data. The second part covers various tools for the visual representation of processes; these include timelines, flow-charts, Gantt charts and PERT diagrams. In addition, the book also features four appendices which cover cross-chapter topics: mathematics and statistics review, Matplotlib primer, color representation and usage, and representation of geospatial data.

Aimed at junior and senior undergraduate students in various technical, scientific, and economic fields, this book is also a valuable aid for researchers and practitioners in data science, marketing, entertainment, media and other fields.

Contents

Part I: Data.- 1. Introducing data.- 2. Magnitudes.- 3. Proportions.- 4. One variable as a function of the other.- 5. Frequency distributions.- 6. Groups.- 7. Relations.- 8. Bivariate data.- 9. Trivariate data.- 10. Geospatial data.- Part II: Representing processes.- 11. Timelines.- 12. Flowcharts.- 13. Gantt charts.- 14. PERT diagrams.

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