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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
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