Plotting in R using ggplot2: Stacked Density plots (Data Visualization Basics in R #11)
Today we will be looking at how to create stacked density plots using geom_density() function (within ggplot2 package) in R. This is a continuation of our yesterday’s video (link attached below), where we created simple density plots.
Creating density plots using ggplot2: https://www.youtube.com/watch?v=c-q-nUg9ZX8
For similar videos on data visualization, check out my “Data Visualization in R Tutorial Video Series; you can find the link to the playlist below:
https://tinyurl.com/data-viz-basics-in-R
If you are a beginner interested in learning data analysis in R, check our my “Data Analysis Basics in R Tutorial Video Series” as well. The link is attached below. Enjoy!!!
https://tinyurl.com/data-analysis-basics-in-R
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Other related videos/links:
# Data Visualization Basics in R
Intro to plotting using qplot in R: https://www.youtube.com/watch?v=iU_h7zMX9To&t=7s
Histogram and boxplot in R: https://www.youtube.com/watch?v=7XXS6s3Q4Sc&t=8s
Violin plots in R: https://www.youtube.com/watch?v=t_nYM1QMlKM&t=15s
Add or change legend names while using qplot: https://www.youtube.com/watch?v=Eet0a8l1QYE&t=12s
Change scatter plot colors in R manually: https://www.youtube.com/watch?v=LjjlanizB90&t=5s
Area plots using geom_area() function: https://www.youtube.com/watch?v=qUP7ARMCb1s&t=21s
Stacking area plots: https://www.youtube.com/watch?v=Vc0RpD4-B3E
Saving plots as .JPEG / .PNG: https://www.youtube.com/watch?v=ZbxIBFpB2K4&t=3s
# Data Analysis Basics in R
Setting a working directory in R Studio: https://www.youtube.com/watch?v=pEIJwp8BuFM
Data structures in R: https://www.youtube.com/watch?v=ytSrlKP3ghA
Create a dataframe in R: https://www.youtube.com/watch?v=rCHu5KYBqSU
Install packages in R: https://www.youtube.com/watch?v=deHi_IjQJx4
How to import .csv file in R: https://www.youtube.com/watch?v=Au--TNVdW4o
How to import .txt file in R: https://www.youtube.com/watch?v=VGHFbITcuGw
How to add a column in R: https://www.youtube.com/watch?v=WRLWKWgLHnM
How to remove a column in R: https://www.youtube.com/watch?v=c5KRWZvY5VA
How to add a row in R: https://www.youtube.com/watch?v=WPA4rML0TBU
How to remove a row in R: https://www.youtube.com/watch?v=xSYVOMBR2pE
Count the number of rows and columns in R: https://www.youtube.com/watch?v=dCRXtDH_WoM
Sum of rows in R: https://www.youtube.com/watch?v=BYBzljbtlGM&t=27s
Sum of columns in R: https://www.youtube.com/watch?v=32tXGuUsnxc&t=32s
Finding names of rows and columns in R: https://www.youtube.com/watch?v=4RKalGnS9yo
How to change column names in R dataframes: https://www.youtube.com/watch?v=52Lk4Ch4lEg&t=17s
How to remove rows with 0 values in R dataframes: https://www.youtube.com/watch?v=R0m61qLie5E
How to find unique column values in R dataframes: https://www.youtube.com/watch?v=Sda71Og1TuQ
How to find duplicate values in R: https://www.youtube.com/watch?v=-ANbouAfkBE
Clear console in R Studio: https://www.youtube.com/watch?v=EK6tNthvRBg
# More about R
What is R: https://www.r-project.org/about.html
Downloading R and R Studio: https://rstudio-education.github.io/hopr/starting.html
R Swirl (for beginners): https://swirlstats.com/
What is R CRAN: https://cran.r-project.org/doc/FAQ/R-FAQ.html#What-is-CRAN_003f
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Also, in case you happened to be a spatial science (GIS/Remote Sensing) enthusiast, you are in luck! I have made available a whole bunch of related videos on my channel. A few of the most popular and/or significant ones are listed below. Enjoy!
Intro to GIS and Remote Sensing: https://www.youtube.com/watch?v=VfDAd-MO94o
What is LiDAR Remote Sensing: https://www.youtube.com/watch?v=TpFSDevs7X8&t=814s
LiDAR Remote Sensing/NASA GEDI Tutorial Series: https://www.youtube.com/watch?v=TpFSDevs7X8&list=PLoARWRpovQjDZny-ngMdKW-TQJnDPvyHL
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Видео Plotting in R using ggplot2: Stacked Density plots (Data Visualization Basics in R #11) канала Ecoresolve
Creating density plots using ggplot2: https://www.youtube.com/watch?v=c-q-nUg9ZX8
For similar videos on data visualization, check out my “Data Visualization in R Tutorial Video Series; you can find the link to the playlist below:
https://tinyurl.com/data-viz-basics-in-R
If you are a beginner interested in learning data analysis in R, check our my “Data Analysis Basics in R Tutorial Video Series” as well. The link is attached below. Enjoy!!!
https://tinyurl.com/data-analysis-basics-in-R
----------------------------------------
Other related videos/links:
# Data Visualization Basics in R
Intro to plotting using qplot in R: https://www.youtube.com/watch?v=iU_h7zMX9To&t=7s
Histogram and boxplot in R: https://www.youtube.com/watch?v=7XXS6s3Q4Sc&t=8s
Violin plots in R: https://www.youtube.com/watch?v=t_nYM1QMlKM&t=15s
Add or change legend names while using qplot: https://www.youtube.com/watch?v=Eet0a8l1QYE&t=12s
Change scatter plot colors in R manually: https://www.youtube.com/watch?v=LjjlanizB90&t=5s
Area plots using geom_area() function: https://www.youtube.com/watch?v=qUP7ARMCb1s&t=21s
Stacking area plots: https://www.youtube.com/watch?v=Vc0RpD4-B3E
Saving plots as .JPEG / .PNG: https://www.youtube.com/watch?v=ZbxIBFpB2K4&t=3s
# Data Analysis Basics in R
Setting a working directory in R Studio: https://www.youtube.com/watch?v=pEIJwp8BuFM
Data structures in R: https://www.youtube.com/watch?v=ytSrlKP3ghA
Create a dataframe in R: https://www.youtube.com/watch?v=rCHu5KYBqSU
Install packages in R: https://www.youtube.com/watch?v=deHi_IjQJx4
How to import .csv file in R: https://www.youtube.com/watch?v=Au--TNVdW4o
How to import .txt file in R: https://www.youtube.com/watch?v=VGHFbITcuGw
How to add a column in R: https://www.youtube.com/watch?v=WRLWKWgLHnM
How to remove a column in R: https://www.youtube.com/watch?v=c5KRWZvY5VA
How to add a row in R: https://www.youtube.com/watch?v=WPA4rML0TBU
How to remove a row in R: https://www.youtube.com/watch?v=xSYVOMBR2pE
Count the number of rows and columns in R: https://www.youtube.com/watch?v=dCRXtDH_WoM
Sum of rows in R: https://www.youtube.com/watch?v=BYBzljbtlGM&t=27s
Sum of columns in R: https://www.youtube.com/watch?v=32tXGuUsnxc&t=32s
Finding names of rows and columns in R: https://www.youtube.com/watch?v=4RKalGnS9yo
How to change column names in R dataframes: https://www.youtube.com/watch?v=52Lk4Ch4lEg&t=17s
How to remove rows with 0 values in R dataframes: https://www.youtube.com/watch?v=R0m61qLie5E
How to find unique column values in R dataframes: https://www.youtube.com/watch?v=Sda71Og1TuQ
How to find duplicate values in R: https://www.youtube.com/watch?v=-ANbouAfkBE
Clear console in R Studio: https://www.youtube.com/watch?v=EK6tNthvRBg
# More about R
What is R: https://www.r-project.org/about.html
Downloading R and R Studio: https://rstudio-education.github.io/hopr/starting.html
R Swirl (for beginners): https://swirlstats.com/
What is R CRAN: https://cran.r-project.org/doc/FAQ/R-FAQ.html#What-is-CRAN_003f
----------------------------------------
Also, in case you happened to be a spatial science (GIS/Remote Sensing) enthusiast, you are in luck! I have made available a whole bunch of related videos on my channel. A few of the most popular and/or significant ones are listed below. Enjoy!
Intro to GIS and Remote Sensing: https://www.youtube.com/watch?v=VfDAd-MO94o
What is LiDAR Remote Sensing: https://www.youtube.com/watch?v=TpFSDevs7X8&t=814s
LiDAR Remote Sensing/NASA GEDI Tutorial Series: https://www.youtube.com/watch?v=TpFSDevs7X8&list=PLoARWRpovQjDZny-ngMdKW-TQJnDPvyHL
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Видео Plotting in R using ggplot2: Stacked Density plots (Data Visualization Basics in R #11) канала Ecoresolve
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