舉報(bào)

會(huì)員
The Data Visualization Workshop
最新章節(jié):
7. Combining What We Have Learned
Doyouwanttotransformdataintocaptivatingimages?Doyouwanttomakeiteasyforyouraudiencetoprocessandunderstandthepatterns,trends,andrelationshipshiddenwithinyourdata?TheDataVisualizationWorkshopwillguideyouthroughtheworldofdatavisualizationandhelpyoutounlocksimplesecretsfortransformingdataintomeaningfulvisualswiththehelpofexcitingexercisesandactivities.Startingwithanintroductiontodatavisualization,thisbookshowsyouhowtofirstpreparerawdataforvisualizationusingNumPyandpandasoperations.Asyouprogress,you’lluseplottingtechniques,suchascomparisonanddistribution,toidentifyrelationshipsandsimilaritiesbetweendatasets.You’llthenworkthroughpracticalexercisestosimplifytheprocessofcreatingvisualizationsusingPythonplottinglibrariessuchasMatplotlibandSeaborn.Ifyou’veeverwonderedhowpopularcompanieslikeUberandAirbnbusegeoplotlibforgeographicalvisualizations,thisbookhasgotyoucovered,helpingyouanalyzeandunderstandtheprocesseffectively.Finally,you’llusetheBokehlibrarytocreatedynamicvisualizationsthatcanbeintegratedintoanywebpage.Bytheendofthisworkshop,you’llhavelearnedhowtopresentengagingmission-criticalinsightsbycreatingimpactfulvisualizationswithreal-worlddata.
目錄(59章)
倒序
- 封面
- 版權(quán)信息
- Preface
- 1. The Importance of Data Visualization and Data Exploration
- Introduction
- Overview of Statistics
- NumPy
- pandas
- Summary
- 2. All You Need to Know about Plots
- Introduction
- Comparison Plots
- Relation Plots
- Composition Plots
- Distribution Plots
- Geoplots
- What Makes a Good Visualization?
- Summary
- 3. A Deep Dive into Matplotlib
- Introduction
- Overview of Plots in Matplotlib
- Pyplot Basics
- Basic Text and Legend Functions
- Basic Plots
- Layouts
- Images
- Writing Mathematical Expressions
- Summary
- 4. Simplifying Visualizations Using Seaborn
- Introduction
- Controlling Figure Aesthetics
- Color Palettes
- Advanced Plots in Seaborn
- Multi-Plots in Seaborn
- Regression Plots
- Squarify
- Summary
- 5. Plotting Geospatial Data
- Introduction
- Geospatial Visualizations
- Tile Providers
- Custom Layers
- Summary
- 6. Making Things Interactive with Bokeh
- Introduction
- Basic Plotting
- Adding Widgets
- Summary
- 7. Combining What We Have Learned
- Introduction
- Summary
- Appendix
- 1. The Importance of Data Visualization and Data Exploration
- 2. All You Need to Know about Plots
- 3. A Deep Dive into Matplotlib
- 4. Simplifying Visualizations Using Seaborn
- 5. Plotting Geospatial Data
- 6. Making Things Interactive with Bokeh
- 7. Combining What We Have Learned 更新時(shí)間:2021-06-18 18:14:51
推薦閱讀
- Building a Game with Unity and Blender
- 軟件測(cè)試工程師面試秘籍
- HTML5+CSS3網(wǎng)站設(shè)計(jì)教程
- Mastering Yii
- Java EE 7 Development with NetBeans 8
- SharePoint Development with the SharePoint Framework
- Learning Data Mining with R
- Reactive Android Programming
- Unreal Engine 4 Shaders and Effects Cookbook
- Corona SDK Mobile Game Development:Beginner's Guide(Second Edition)
- Angular Design Patterns
- Hacking Android
- HTML5移動(dòng)前端開發(fā)基礎(chǔ)與實(shí)戰(zhàn)(微課版)
- C語言程序設(shè)計(jì)
- Building Microservices with Go
- 計(jì)算思維與Python編程
- Responsive Web Design with HTML5 and CSS3(Second Edition)
- Python從入門到項(xiàng)目實(shí)踐(超值版)
- Test-Driven Java Development(Second Edition)
- HoloLens Blueprints
- Kudu:構(gòu)建高性能實(shí)時(shí)數(shù)據(jù)分析存儲(chǔ)系統(tǒng)
- Python量化交易
- Game Physics Cookbook
- Java核心技術(shù)第10版(套裝共2冊(cè))
- Azure for Architects
- H5設(shè)計(jì)與運(yùn)營(yíng)(視頻指導(dǎo)版)
- Python自動(dòng)化辦公:3分鐘完成一天工作
- Vaadin 7 UI Design By Example:Beginner’s Guide
- 產(chǎn)品設(shè)計(jì)程序與方法
- Learning Ceph(Second Edition)