heat-maps
Basics, R, Visualization Tutorials

Data Visualisation in R (Part-3)

Data Visualisation in R (Part-3) Introduction In this report I will plot some more advanced charts using ggplot2 package. If you want to learn more about some basic plots you can refer to my earlier articles Data Visualization in R (Part 1) and Data Visualization in R (Part 2) library(Hmisc) library(dplyr) library(ggplot2) library(ggplot2movies) library(RColorBrewer) library(PerformanceAnalytics) library(GGally) Boxplots and Variable Transformation…

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ggplot7
Basics, R, Visualization Tutorials

Data Visualization in R (Part-2)

Introduction In this report, I will plot some more advanced charts using packageggplot2. If you want to learn more about some basic plots you can refer to my earlier article Data Visualization in R (Part 1).  Also, you can view other posts related to visualizations here. library(ggplot2) library(RColorBrewer) Data Smoothing in plots Smoothing means to use algorithms to remove noise…

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ggplot8
Basics, R, Visualization Tutorials

Data Visualization-R (Part-1)

Data Visualisation – R (Part-1) Introduction In this report, I will use different datasets to plot the data to gain some meaningful insights using ggplot2 package. There is one more post which explains how to visualize maps in R using ggmaps package, you can read more about it here. This post will cover basics of data visualisation-R. Some basic plots First load the…

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R, Visualization Tutorials

Plotting maps in R using ggmap

Introduction The objective is to explore ‘ggmap’ package in R and use this package to plot points on the map. Also, you can view other posts related to visualizations here. For this post, I’ll be using the map of India. Initially, I’ll try to explain some of the basic functions in ggmap and then I’ll explain by plotting different airports…

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