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[ FreeCourseWeb com ] Udemy - Learn ggplot2 in R for Data Visualization
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01 Welcome to the course!
001 Course structure and methodology.en.srt
001 Course structure and methodology.mp4
02 Crash course on R
001 Chapter 1 Introduction.en.srt
001 Chapter 1 Introduction.mp4
002 What is R_.en.srt
002 What is R_.mp4
003 Installing R and RStudio.en.srt
003 Installing R and RStudio.mp4
004 First steps in R.en.srt
004 First steps in R.mp4
005 Basics of R_ Atomic types and Vectors.en.srt
005 Basics of R_ Atomic types and Vectors.mp4
006 Basics of R_ Lists.en.srt
006 Basics of R_ Lists.mp4
007 Basics of R_ Matrices.en.srt
007 Basics of R_ Matrices.mp4
008 Basics of R_ Arrays.en.srt
008 Basics of R_ Arrays.mp4
009 Basics of R_ Dataframes.en.srt
009 Basics of R_ Dataframes.mp4
010 Basics of R_ Summary of the Data Types.en.srt
010 Basics of R_ Summary of the Data Types.mp4
011 Basics of R_ Factors.en.srt
011 Basics of R_ Factors.mp4
012 Utilities in R_ Reorder a dataframe by factor levels.en.srt
012 Utilities in R_ Reorder a dataframe by factor levels.mp4
013 Utilities in R_ Read a dataset from a file.en.srt
013 Utilities in R_ Read a dataset from a file.mp4
014 Utilities in R_ Transforming data with dplyr.en.srt
014 Utilities in R_ Transforming data with dplyr.mp4
014 readSample.csv
015 Utilities in R_ Handling missing values.en.srt
015 Utilities in R_ Handling missing values.mp4
015 transformSample.csv
016 Utilities in R_ Generation of sequences.en.srt
016 Utilities in R_ Generation of sequences.mp4
017 Utilities in R_ Handling dates.en.srt
017 Utilities in R_ Handling dates.mp4
018 Utilities in R_ Merging two dataframes.en.srt
018 Utilities in R_ Merging two dataframes.mp4
019 transformSample.csv
03 The Grammar of Graphics
001 Chapter 2_ Introduction.en.srt
001 Chapter 2_ Introduction.mp4
002 Why ggplot2_.en.srt
002 Why ggplot2_.mp4
003 How to draw a simple plot_.en.srt
003 How to draw a simple plot_.mp4
004 The components of the Grammar of Graphics.en.srt
004 The components of the Grammar of Graphics.mp4
04 Geometries and line plots
001 Chapter 3_ Introduction.en.srt
001 Chapter 3_ Introduction.mp4
002 Geometries.en.srt
002 Geometries.mp4
003 Saving your plot.en.srt
003 Saving your plot.mp4
004 The line plot family.en.srt
004 The line plot family.mp4
005 Drawing line plots with multiple lines.en.srt
005 Drawing line plots with multiple lines.mp4
006 Line plot Exercise.en.srt
006 Line plot Exercise.mp4
007 Line plot Exercise_ Solution.en.srt
007 Line plot Exercise_ Solution.mp4
029 Line_plot_exercise.pdf
05 Datasets, mappings and scatter plots
001 Chapter 4_ Introduction.en.srt
001 Chapter 4_ Introduction.mp4
002 Datasets and mappings.en.srt
002 Datasets and mappings.mp4
003 Overriding aesthetics.en.srt
003 Overriding aesthetics.mp4
004 Setting vs. mapping.en.srt
004 Setting vs. mapping.mp4
005 Data formats and the melt function.en.srt
005 Data formats and the melt function.mp4
006 Scatter plots (1 of 2).en.srt
006 Scatter plots (1 of 2).mp4
007 Scatter plots (2 of 2)_ Colors and labels.en.srt
007 Scatter plots (2 of 2)_ Colors and labels.mp4
008 Scatter plots_ Exercise.en.srt
008 Scatter plots_ Exercise.mp4
009 Scatter plots_ Exercise Solution.en.srt
009 Scatter plots_ Exercise Solution.mp4
035 longWidedata.csv
038 Scatterplot_exercise.pdf
06 Statistical transformations and Plotting Distributions
001 Chapter 5_ Introduction.en.srt
001 Chapter 5_ Introduction.mp4
002 Statistical transformations (stats).en.srt
002 Statistical transformations (stats).mp4
003 Interesting stats.en.srt
003 Interesting stats.mp4
004 Computed aesthetics.en.srt
004 Computed aesthetics.mp4
005 What are distributions and how to plot them_.en.srt
005 What are distributions and how to plot them_.mp4
006 Histograms and frequency polygons.en.srt
006 Histograms and frequency polygons.mp4
007 Density plots.en.srt
007 Density plots.mp4
008 Histogram and stats_ Exercise.en.srt
008 Histogram and stats_ Exercise.mp4
009 Histogram and stats_ Exercise Solution.en.srt
009 Histogram and stats_ Exercise Solution.mp4
010 Boxplots.en.srt
010 Boxplots.mp4
011 Violin plots.en.srt
011 Violin plots.mp4
012 Boxplots and Violin plots_ Exercises.en.srt
012 Boxplots and Violin plots_ Exercises.mp4
013 Boxplots and Violin plots_ Exercise Solution.en.srt
013 Boxplots and Violin plots_ Exercise Solution.mp4
047 Histograms_exercise.pdf
051 BoxplotsViolin_exercise.pdf
07 Position Adjustment, Scales, and Bar plots
001 Chapter 6_ Introduction.en.srt
001 Chapter 6_ Introduction.mp4
002 Position Adjustment_ identity, jitter & nudge.en.srt
002 Position Adjustment_ identity, jitter & nudge.mp4
003 Position Adjustment_ stack, fill & dodge.en.srt
003 Position Adjustment_ stack, fill & dodge.mp4
004 Scales_ Definition & Usage.en.srt
004 Scales_ Definition & Usage.mp4
005 Scales_ Classification.en.srt
005 Scales_ Classification.mp4
006 Scales_ Position scales.en.srt
006 Scales_ Position scales.mp4
007 Scales_ Date scales.en.srt
007 Scales_ Date scales.mp4
008 Scales_ Color scales.en.srt
008 Scales_ Color scales.mp4
009 Scales_ Manual & Identity scales.en.srt
009 Scales_ Manual & Identity scales.mp4
010 Shortcuts to scales_ labs & lims.en.srt
010 Shortcuts to scales_ labs & lims.mp4
011 Bar plots.en.srt
011 Bar plots.mp4
012 How to make bar plots look good_.en.srt
012 How to make bar plots look good_.mp4
013 Bar plots Exercise.en.srt
013 Bar plots Exercise.mp4
014 Bar plots Exercise Solution.en.srt
014 Bar plots Exercise Solution.mp4
065 Barplot_exercise.pdf
08 Coordinate systems, the Theme System, and Maps
001 Chapter 7_ Introduction.en.srt
001 Chapter 7_ Introduction.mp4
002 Coordinate Systems_ Cartesian & Flip.en.srt
002 Coordinate Systems_ Cartesian & Flip.mp4
003 Coordinate Systems_ Fixed & Quickmap.en.srt
003 Coordinate Systems_ Fixed & Quickmap.mp4
004 Coordinate Systems_ Polar.en.srt
004 Coordinate Systems_ Polar.mp4
005 The Theme System.en.srt
005 The Theme System.mp4
006 Modifying Individual Components of the Theme System.en.srt
006 Modifying Individual Components of the Theme System.mp4
007 Creating your own Custom Theme.en.srt
007 Creating your own Custom Theme.mp4
008 Maps_ Background maps.en.srt
008 Maps_ Background maps.mp4
009 Maps_ Choropleth maps.en.srt
009 Maps_ Choropleth maps.mp4
010 Maps_ Annotated & Bubble maps.en.srt
010 Maps_ Annotated & Bubble maps.mp4
011 Maps_ Plotting GIS Data.en.srt
011 Maps_ Plotting GIS Data.mp4
076 state_centers_data.csv
077 cities_to_visit.csv
ne_50m_admin_0_countries.README.html
ne_50m_admin_0_countries.VERSION.txt
ne_50m_admin_0_countries.cpg
ne_50m_admin_0_countries.dbf
ne_50m_admin_0_countries.prj
ne_50m_admin_0_countries.shp
ne_50m_admin_0_countries.shx
09 Facets and Custom Plots
001 Chapter 8_ Introduction.en.srt
001 Chapter 8_ Introduction.mp4
002 Facets.en.srt
002 Facets.mp4
003 facet_grid vs facet_wrap.en.srt
003 facet_grid vs facet_wrap.mp4
004 Faceting example_ follow-along exercise.en.srt
004 Faceting example_ follow-along exercise.mp4
005 Maps & facets Exercise.en.srt
005 Maps & facets Exercise.mp4
006 Maps & facets Exercise Solution.en.srt
006 Maps & facets Exercise Solution.mp4
007 Custom plots_ the Lollipop plot.en.srt
007 Custom plots_ the Lollipop plot.mp4
008 Custom plots_ the Dumbbell plot.en.srt
008 Custom plots_ the Dumbbell plot.mp4
009 Custom plots_ the _Fire_ plot.en.srt
009 Custom plots_ the _Fire_ plot.mp4
082 Maps_exercise.pdf
084 election2019.csv
084 lollipop.r
085 dumbbell.r
086 fireplot.r
10 What next_
001 Congratulations! What next_.en.srt
001 Congratulations! What next_.mp4
Bonus Resources.txt
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