Exploratory Data Visualization with ggplot2 | 2. Grammar of graphics

Data visualization with ggplot2 in R. This video covers grammar of graphics implemented in ggplot2.
Previous video - Need & process
Next video - Univariate plots
Timestamps:
00:00 Visualization with ggplot2, Grammar of Graphics
00:22 7 Elements
01:15 Example
06:33 Caution

R is a free software environment for statistical computing and graphics, and is widely used by both academia and industry. R software works on both Windows and Mac-OS. It was ranked no. 1 in a KDnuggets poll on top languages for analytics, data mining, and data science. RStudio is a user friendly environment for R that has become popular.

[ShawnJanzen]

Very nicely done from start to finish. Your breakdown of the 7 key parts was clear to understand. Your screen capture of R Studio was also large enough to be easy to read and well-paced to follow your sequential additions.

[vishnunath]

Thank you Dr. Rai for this informative video. I always struggled with ggplot2, as it is a very powerful package with lots of customization.

[satyak]

Thank you for your video's sir... i am new to R, and learning many things from your videos. Big fan of your lecture !

[JL-hsve]

Nice video! Always thank you for your wonderful lectures

[Hemzees]

Thank you very much. I've been trying to use ggolot to make a high quality donut chart for my paper and all the other videos don't really explain step by step

[botaga]

Great video ! thank you a lot for your explain

[atifmuneer]

don't know where I did mistake,
veh <- vehicle %>% filter(State == 'US-CA'| State == 'US-TX'| 'US-FL')

[atifmuneer]

Thank you so much Sir for wonderful lecture and very helpful.
facing this problem again and again ;
Error in State == "US-CA" | State == "US-TX" | "US-FL" :
operations are possible only for numeric, logical or complex types

[MrCostavox]

would it be easy to plot in R where are located subscribed viewers from your channel?