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Download Pluralsight Path. Data Visualization with R (2019)

Pluralsight Path Data Visualization with 2019

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Pluralsight Path. Data Visualization with R (2019)

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Total Size

1.1 GB

Total Files

288

Last Seen

2025-02-20 00:32

Hash

14C2D81423E6DBCACBF257056B646687A742DB36

/

scr 2023-04.png

125.7 KB

~i.txt

1.4 KB

/A1. Creating Visualizations Using Base R Graphics (Emilee McWilliams, 2019)/

cover.jpg

83.1 KB

exercise.7z

503.0 KB

playlist.m3u

1.1 KB

~i.txt

1.3 KB

/1. Course Overview/

1. Course Overview.mp4

2.9 MB

1. Course Overview.vtt

1.6 KB

/.../2. Creating Bar Graphs in Base R/

1. Introduction, Benefits of Base R, and Datasets.mp4

4.5 MB

1. Introduction, Benefits of Base R, and Datasets.vtt

4.2 KB

2. Creating a Bar Chart.mp4

822.6 KB

2. Creating a Bar Chart.vtt

0.8 KB

3. Demo - Bar Chart and Stacked Bar Chart.mp4

17.0 MB

3. Demo - Bar Chart and Stacked Bar Chart.vtt

9.1 KB

4. Summary.mp4

1.3 MB

4. Summary.vtt

0.9 KB

/.../3. Producing Line and Area Graphs in Base R/

1. Introduction and Topics Covered.mp4

1.1 MB

1. Introduction and Topics Covered.vtt

1.0 KB

2. Line Chart.mp4

1.4 MB

2. Line Chart.vtt

1.4 KB

3. Demo - Line Chart.mp4

7.6 MB

3. Demo - Line Chart.vtt

3.9 KB

4. Area Chart.mp4

1.3 MB

4. Area Chart.vtt

1.5 KB

5. Demo - Area Chart.mp4

8.8 MB

5. Demo - Area Chart.vtt

4.0 KB

6. Summary.mp4

1.5 MB

6. Summary.vtt

1.0 KB

/.../4. Creating Statistical Graphs in Base R/

1. Introduction.mp4

1.3 MB

1. Introduction.vtt

1.2 KB

2. Histogram.mp4

2.1 MB

2. Histogram.vtt

2.4 KB

3. Demo - Histogram.mp4

7.3 MB

3. Demo - Histogram.vtt

3.6 KB

4. Scatter Plot and Plotting a Function of a Line.mp4

3.0 MB

4. Scatter Plot and Plotting a Function of a Line.vtt

3.0 KB

5. Demo - Scatter Plot and Function of a Line.mp4

10.3 MB

5. Demo - Scatter Plot and Function of a Line.vtt

5.5 KB

6. Summary.mp4

974.6 KB

6. Summary.vtt

0.8 KB

/A2. Creating Visualizations in R Using ggplot2. R Playbook (Emilee McWilliams, 2019)/

cover.jpg

109.8 KB

exercise.7z

1.4 MB

playlist.m3u

3.9 KB

~i.txt

1.3 KB

/1. Course Overview/

1. Course Overview.mp4

3.3 MB

1. Course Overview.vtt

1.8 KB

/.../2. Leveraging ggplot2 for Creating Graphs/

1. Introduction.mp4

1.3 MB

1. Introduction.vtt

1.1 KB

2. Whats the Difference between ggplot2 and Base R.mp4

4.0 MB

2. Whats the Difference between ggplot2 and Base R.vtt

3.3 KB

3. Course Overview and Goals of the Visualizations.mp4

4.0 MB

3. Course Overview and Goals of the Visualizations.vtt

3.7 KB

/.../3. Showing the Best Plots for One or Two Variables Both Continuous/

1. Intro and Overview.mp4

1.2 MB

1. Intro and Overview.vtt

1.0 KB

2. Goal - Distribution, One Continuous Variable, Making a Box Plot.mp4

3.3 MB

2. Goal - Distribution, One Continuous Variable, Making a Box Plot.vtt

3.2 KB

3. Demo - Box Plot.mp4

4.4 MB

3. Demo - Box Plot.vtt

3.0 KB

4. Goal - Distribution, One Discrete Variable, Making a Donut Chart.mp4

4.1 MB

4. Goal - Distribution, One Discrete Variable, Making a Donut Chart.vtt

3.1 KB

5. Demo - Donut Chart.mp4

11.3 MB

5. Demo - Donut Chart.vtt

5.8 KB

6. Goal - Change over Time, Two Continuous Variables, Making a Line Chart.mp4

2.7 MB

6. Goal - Change over Time, Two Continuous Variables, Making a Line Chart.vtt

2.2 KB

7. Demo - Line Chart.mp4

6.0 MB

7. Demo - Line Chart.vtt

3.2 KB

8. Goal - Correlation, Two Continuous Variables, Making a Scatter Plot.mp4

2.2 MB

8. Goal - Correlation, Two Continuous Variables, Making a Scatter Plot.vtt

2.1 KB

9. Demo - Scatter Plot.mp4

4.3 MB

9. Demo - Scatter Plot.vtt

3.1 KB

/.../4. Producing the Best Plots for Two Variables, One Discrete, and One Continuous/

01. Intro and Overview.mp4

1.1 MB

01. Intro and Overview.vtt

1.0 KB

02. Goal - Measure Distribution by Group, One Continuous and One Discrete, Making Box Plots.mp4

2.5 MB

02. Goal - Measure Distribution by Group, One Continuous and One Discrete, Making Box Plots.vtt

2.2 KB

03. Demo - Box Plots by Group.mp4

7.4 MB

03. Demo - Box Plots by Group.vtt

3.9 KB

04. Goal - Counts by Group, One Continuous and One Discrete, Making a Bar Chart.mp4

2.5 MB

04. Goal - Counts by Group, One Continuous and One Discrete, Making a Bar Chart.vtt

2.4 KB

05. Demo - Bar Chart.mp4

4.5 MB

05. Demo - Bar Chart.vtt

3.0 KB

06. Goal - Correlation by Factor, Two Continuous and One Discrete, Bubble Chart.mp4

1.7 MB

06. Goal - Correlation by Factor, Two Continuous and One Discrete, Bubble Chart.vtt

1.7 KB

07. Demo - Bubble Chart.mp4

8.9 MB

07. Demo - Bubble Chart.vtt

4.6 KB

08. Goal - Ranking Observations, Two Discrete and One or More Continuous, Heat Map.mp4

2.1 MB

08. Goal - Ranking Observations, Two Discrete and One or More Continuous, Heat Map.vtt

1.0 KB

09. Demo - Heat Map.mp4

14.4 MB

09. Demo - Heat Map.vtt

5.3 KB

10. Goal - Ranking, Two Discrete and One Continuous, Lollipop Graph.mp4

1.6 MB

10. Goal - Ranking, Two Discrete and One Continuous, Lollipop Graph.vtt

1.0 KB

11. Demo - Lollipop Graph.mp4

13.6 MB

11. Demo - Lollipop Graph.vtt

6.1 KB

/.../5. Creating Graphs with Three or More Variables and Making a Map/

1. Intro and Summary.mp4

1.3 MB

1. Intro and Summary.vtt

1.2 KB

2. Goal - Counts by Group, Three Variables, Two Discrete and One Continuous, Multi Bar Chart.mp4

1.7 MB

2. Goal - Counts by Group, Three Variables, Two Discrete and One Continuous, Multi Bar Chart.vtt

1.4 KB

3. Demo - Multi Bar Chart.mp4

6.9 MB

3. Demo - Multi Bar Chart.vtt

3.6 KB

4. Goal - Analysis by a Group, Three or More Variables of Various Type, Facet Grid and Wrap.mp4

1.8 MB

4. Goal - Analysis by a Group, Three or More Variables of Various Type, Facet Grid and Wrap.vtt

1.4 KB

5. Demo - Facet Grid and Wrap.mp4

8.3 MB

5. Demo - Facet Grid and Wrap.vtt

4.7 KB

6. Goal - Summary of Dataset, Three of More Variables of Various Type, Scatterplot Matrix.mp4

1.9 MB

6. Goal - Summary of Dataset, Three of More Variables of Various Type, Scatterplot Matrix.vtt

1.3 KB

7. Demo - Scatterplot Matrix.mp4

7.2 MB

7. Demo - Scatterplot Matrix.vtt

3.6 KB

8. Goal - Data by Geographic Region, Spatial Data and Discrete or Continuous, Chloropeth Map.mp4

2.3 MB

8. Goal - Data by Geographic Region, Spatial Data and Discrete or Continuous, Chloropeth Map.vtt

2.2 KB

9. Demo - Chloropeth Map.mp4

10.3 MB

9. Demo - Chloropeth Map.vtt

4.6 KB

/B1. Formatting ggplot2 Visualization Elements in R (Martin Burger, 2019)/

cover.jpg

130.9 KB

exercise.7z

2.5 MB

playlist.m3u

2.0 KB

~i.txt

1.8 KB

/1. Course Overview/

1. Course Overview.mp4

4.5 MB

1. Course Overview.vtt

1.8 KB

/.../2. Understanding a ggplot2 Setup/

1. Introduction.mp4

1.9 MB

1. Introduction.vtt

1.7 KB

2. Managing Expectations.mp4

6.7 MB

2. Managing Expectations.vtt

5.1 KB

3. General ggplot Setup.mp4

20.2 MB

3. General ggplot Setup.vtt

8.6 KB

4. Geoms - Geometric Objects.mp4

14.1 MB

4. Geoms - Geometric Objects.vtt

5.1 KB

5. Titles and Labels.mp4

10.8 MB

5. Titles and Labels.vtt

4.8 KB

6. Pre-set Themes.mp4

18.9 MB

6. Pre-set Themes.vtt

7.5 KB

7. Faceting and Facet Plots.mp4

13.1 MB

7. Faceting and Facet Plots.vtt

7.5 KB

8. Discretizing Continuous Variables.mp4

11.7 MB

8. Discretizing Continuous Variables.vtt

6.4 KB

9. Summary.mp4

3.3 MB

9. Summary.vtt

2.5 KB

/.../3. Changing Default Color Settings/

1. Intro.mp4

2.3 MB

1. Intro.vtt

1.7 KB

2. Manual Color Palettes.mp4

16.2 MB

2. Manual Color Palettes.vtt

4.9 KB

3. The R Color Brewer.mp4

12.0 MB

3. The R Color Brewer.vtt

3.2 KB

4. Alternative Color Palettes.mp4

33.6 MB

4. Alternative Color Palettes.vtt

7.8 KB

5. Color Related Aesthetics.mp4

10.9 MB

5. Color Related Aesthetics.vtt

4.6 KB

6. A Scatterplot with Color and Fill Effects.mp4

7.7 MB

6. A Scatterplot with Color and Fill Effects.vtt

4.9 KB

7. Summary.mp4

1.6 MB

7. Summary.vtt

1.2 KB

/.../4. Working on Plot Axes/

1. Intro.mp4

2.4 MB

1. Intro.vtt

1.7 KB

2. Underlying Terminology.mp4

5.2 MB

2. Underlying Terminology.vtt

4.1 KB

3. Continuous Scales for Numeric Data.mp4

29.3 MB

3. Continuous Scales for Numeric Data.vtt

9.9 KB

4. Discrete Scales for Categorical Data.mp4

14.5 MB

4. Discrete Scales for Categorical Data.vtt

6.3 KB

5. Helper Functions for Axis Scales.mp4

7.1 MB

5. Helper Functions for Axis Scales.vtt

2.9 KB

6. Axis Scale Transformations.mp4

13.1 MB

6. Axis Scale Transformations.vtt

4.6 KB

7. Secondary Axes.mp4

7.8 MB

7. Secondary Axes.vtt

3.6 KB

8. Building a Climograph.mp4

13.1 MB

8. Building a Climograph.vtt

7.3 KB

9. Summary.mp4

2.8 MB

9. Summary.vtt

2.1 KB

/.../5. Using and Changing Plot Themes in ggplot2/

1. Intro.mp4

2.3 MB

1. Intro.vtt

1.7 KB

2. Working on Plot Layouts by Using Themes.mp4

18.9 MB

2. Working on Plot Layouts by Using Themes.vtt

5.4 KB

3. Editing Text Elements.mp4

14.2 MB

3. Editing Text Elements.vtt

5.1 KB

4. Specifying Units of Themes.mp4

10.1 MB

4. Specifying Units of Themes.vtt

4.2 KB

5. Changing Plot Backgrounds.mp4

15.1 MB

5. Changing Plot Backgrounds.vtt

6.8 KB

6. Course Summary.mp4

8.8 MB

6. Course Summary.vtt

5.7 KB

/B2. Annotating ggplot2 Visualizations in R (Martin Burger, 2019)/

cover.jpg

113.8 KB

exercise.7z

3.0 MB

playlist.m3u

1.9 KB

~i.txt

1.6 KB

/1. Course Overview/

1. Course Overview.mp4

3.6 MB

1. Course Overview.vtt

1.9 KB

/.../2. Understanding Plot Features/

1. Introduction.mp4

2.3 MB

1. Introduction.vtt

1.8 KB

2. Managing Expectations.mp4

10.8 MB

2. Managing Expectations.vtt

5.2 KB

3. Overview on Plot Annotation Elements.mp4

5.9 MB

3. Overview on Plot Annotation Elements.vtt

4.5 KB

4. The General Code Set Up.mp4

4.9 MB

4. The General Code Set Up.vtt

3.4 KB

5. Simplified ggplots with qplot().mp4

13.7 MB

5. Simplified ggplots with qplot().vtt

6.6 KB

6. Exporting Plots with ggplot2.mp4

17.9 MB

6. Exporting Plots with ggplot2.vtt

6.9 KB

7. Summary.mp4

3.0 MB

7. Summary.vtt

2.1 KB

/.../3. Working on Plot Legends/

1. Working on Plot Legends.mp4

2.1 MB

1. Working on Plot Legends.vtt

1.4 KB

2. Legend Elements.mp4

22.0 MB

2. Legend Elements.vtt

6.1 KB

3. Using the Theme for Legend Specific Features.mp4

17.7 MB

3. Using the Theme for Legend Specific Features.vtt

5.9 KB

4. Modify the Legend Content.mp4

10.5 MB

4. Modify the Legend Content.vtt

4.8 KB

5. Legend Position.mp4

15.1 MB

5. Legend Position.vtt

5.2 KB

6. Changing the Labels and the Keys.mp4

8.7 MB

6. Changing the Labels and the Keys.vtt

3.8 KB

7. Removing the Legend.mp4

6.7 MB

7. Removing the Legend.vtt

3.0 KB

8. Summary.mp4

3.0 MB

8. Summary.vtt

2.0 KB

/.../4. Using Text Based Annotations/

1. Introduction.mp4

2.7 MB

1. Introduction.vtt

2.0 KB

2. Simple Annotations.mp4

8.9 MB

2. Simple Annotations.vtt

4.4 KB

3. Custom Annotation.mp4

16.7 MB

3. Custom Annotation.vtt

9.2 KB

4. Publication Ready Features.mp4

9.1 MB

4. Publication Ready Features.vtt

3.3 KB

5. Interactive Annotations.mp4

15.8 MB

5. Interactive Annotations.vtt

7.6 KB

6. Annotating the Highs and Lows in a Time Series Chart.mp4

16.5 MB

6. Annotating the Highs and Lows in a Time Series Chart.vtt

9.8 KB

7. Summary.mp4

2.4 MB

7. Summary.vtt

1.7 KB

/.../5. Adding Support Features to a Plot/

1. Introduction.mp4

3.4 MB

1. Introduction.vtt

2.7 KB

2. Lines as Support Elements.mp4

12.6 MB

2. Lines as Support Elements.vtt

6.7 KB

3. Smoothing Lines.mp4

25.5 MB

3. Smoothing Lines.vtt

8.7 KB

4. Supporting Objects - Segment and Curve.mp4

8.4 MB

4. Supporting Objects - Segment and Curve.vtt

4.2 KB

5. Encircling Data Points.mp4

10.8 MB

5. Encircling Data Points.vtt

5.3 KB

6. Scatterplots with Rug Effect.mp4

11.2 MB

6. Scatterplots with Rug Effect.vtt

5.9 KB

7. Binning in Overloaded Scatterplots.mp4

22.1 MB

7. Binning in Overloaded Scatterplots.vtt

8.1 KB

8. Course Summary.mp4

4.4 MB

8. Course Summary.vtt

3.4 KB

/C1. Creating Special-purpose Plots. R Playbook (Chase DeHan, 2019)/

cover.jpg

129.8 KB

exercise.7z

1.5 MB

playlist.m3u

1.2 KB

~i.txt

1.3 KB

/1. Course Overview/

1. Course Overview.mp4

2.8 MB

1. Course Overview.vtt

1.7 KB

/.../2. Summarizing with Dplyr/

1. Summarize Verb.mp4

11.5 MB

1. Summarize Verb.vtt

10.4 KB

2. Pipe Operator.mp4

6.2 MB

2. Pipe Operator.vtt

5.6 KB

3. Summarise Multi-verb.mp4

10.5 MB

3. Summarise Multi-verb.vtt

9.3 KB

/.../3. Building Maps with Leaflet/

1. Intro.mp4

1.4 MB

1. Intro.vtt

1.4 KB

2. Initializing Map Objects.mp4

11.9 MB

2. Initializing Map Objects.vtt

10.9 KB

3. Map Tiles.mp4

15.7 MB

3. Map Tiles.vtt

10.3 KB

4. Map Markers.mp4

23.4 MB

4. Map Markers.vtt

15.3 KB

5. Summary.mp4

1.6 MB

5. Summary.vtt

1.8 KB

/.../4. Visualizing Correlations with Corrgram/

1. Introduction.mp4

2.0 MB

1. Introduction.vtt

1.6 KB

2. Compute Correlation Matrix.mp4

13.9 MB

2. Compute Correlation Matrix.vtt

10.4 KB

3. Plotting with Corrgram.mp4

21.0 MB

3. Plotting with Corrgram.vtt

13.5 KB

4. Customizing the Correlogram.mp4

19.2 MB

4. Customizing the Correlogram.vtt

11.2 KB

5. Conclusion.mp4

1.3 MB

5. Conclusion.vtt

1.0 KB

/.../5. Creating 3D Scatter Plots with Scatter3d/

1. Introduction.mp4

2.4 MB

1. Introduction.vtt

2.8 KB

2. Build 3D Plots with Lattice.mp4

11.8 MB

2. Build 3D Plots with Lattice.vtt

9.5 KB

3. 3D Scatterplots with Scatterplot3d.mp4

13.2 MB

3. 3D Scatterplots with Scatterplot3d.vtt

10.0 KB

4. Plot Points by Group.mp4

9.9 MB

4. Plot Points by Group.vtt

6.8 KB

5. Customizing Output.mp4

7.9 MB

5. Customizing Output.vtt

5.0 KB

6. Conclusion.mp4

1.2 MB

6. Conclusion.vtt

1.6 KB

 

Total files 288


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