Example using outliers

Using leaflet to show weather data

Example using html tools and Popup

Example using leaflet Add Circles

Using leaflet and Ersi as a provider

Basic Example using Leaflet

Histogram using ggvis

Example using GeomPlot HIstogram

Example using Layer_Smooth

Using cocaine data set

Using ggvis

Example using ggvis

Ex using economist theme plot and scale

Power of ggplot using wsj theme

Use Scatter Plot Multiple Colors

Example using ggplot histogram require(ggplot2) head(diamonds) summary(diamonds) ggplot(diamonds,aes(x=carat))+geom_histogram()+facet_wrap(~color)

Example using facet_grid

Diamond data set example. Combination using different aes

Ex using diamond data set

Use Economics data set and use the libs scales and lubridate to beautify

Using Scales and Economics data set

Using Economics Data Plot and geom_line

Using geom_line data plot

Using Geom_Jitter and Geom_Violin Plot

change the order of point and violin plot

Example using diamond data set ,geom point and geom violin

Using Violin Plot

Box Plot using Diamonds data set

Example using scatter plot ,diamonds data set

Using Diamond data set, ggplot and plot a boxplot

Using ggplot -density and diamonds collection

Using Diamond Data Set and plotting histogram using ggplot

Example using Diamonds Box Plot

Using scatter plot to plot price vs Carat

Histogram ,Add Main Title

Basic Histogram plot using diamond data set

duration=faithful$eruptions hist(duration,right = FALSE)

Source Code : attach(mtcars) plot(wt,mpg) abline(lm(wt~mpg)) title("Regression of MPG on Weight")

Pie chart using MASS libr

Eg to demonstrate scatter plot "This dataset is choosen from :https://www.kaggle.com/open-source-sports/baseball-databank/data?select=Teams.csv" data=read.csv("teams.csv") attach(data) summary(data) plot(teamID,Rank)

Plot Petal Length in Iris Data Set

Publish categorical variable #Histogram import numpy as np from matplotlib import pyplot as plt a=np.array([5,2,8,10,12,18,20,28]) plt.hist(a,bins=[0,5,10,15,20,25,30]) plt.title("Histogram") plt.show()

Using Plots and Iris Data Set

Basic Plot Using Iris Data Set

First install the package ggvis Then run the below commands : p <- ggvis(mtcars, x = ~wt, y = ~mpg) p <- ggvis(mtcars, x = ~wt, y = ~mpg) layer_points(p)

BoxPlot using ggplot

ScatterPlot with individual data points

library(ggplot2) data(txhousing) summary(txhousing) ggplot(data= txhousing, aes(x=median))+geom_histogram(fill="red")

library(ggplot2) data(midwest) summary(midwest) ggplot(data= midwest, aes(x=state))+geom_bar(fill="green")

library(ggplot2) ggplot(data= txhousing, aes(x=listings,y=sales))+geom_point()

library(ggplot2) ggplot(diamonds) ggplot(diamonds) + geom_point(aes(x=carat, y=price, color=cut)) + geom_smooth(aes(x=carat, y=price, color=cut))

library(quantmod) start<-as.Date("2018-01-01") end<-as.Date("2018-11-15") getSymbols("MSFT",src="yahoo",from=start,to=end) print(head(MSFT)) plot(MSFT[,"MSFT.Close"],main = "MSFT") candleChart(MSFT,up.col="black",down.col="red",theme = "white")

library(quantmod) start<-as.Date("2019-01-01") end<-as.Date("2019-02-15") getSymbols("AAPL",src="yahoo",from=start,to=end) print(head(AAPL)) plot(AAPL[,"AAPL.Close"],main = "AAPL") candleChart(AAPL,up.col="black",down.col="red",theme = "white")

Plot Candlestick chart using R library(quantmod) start <- as.Date("2018-01-01") end <- as.Date("2018-10-01") getSymbols("AAPL", src = "yahoo", from = start, to = end) print(head(AAPL)) plot(AAPL[,"AAPL.Close"],main="AAPL") candleChart(AAPL,up.col="black",dn.col="red",theme="white")

Plot Apple Stock Data : library(quantmod) start <- as.Date("2018-01-01") end <- as.Date("2018-10-01") getSymbols("AAPL", src = "yahoo", from = start, to = end) print(head(AAPL)) plot(AAPL[,"AAPL.Close"],main="AAPL")

hist(airquality$Month,col = "orange")

hist(airquality$Temp,col = "yellow")

hist(AirPassengers)

Niles Histogram

Auto MPG Data Plot

Project Analysis

Using Plot and Box Plot summary(cars) plot(cars) boxplot(cars) head(cars)

Carat Plot 15

Carat Plot 12

Carat Plot 11

Carat Plot 7

Carat Plot 6

Carat Plot 5

Carat Plot 4

Carat Plot

Carat Plot

Histogram Plot

Corrgram Plot

Scatter Plot

Scatter Plot3

GGPlot2

Correlation Plot

Scatter Plot

hexbin plot

Proportions Plot

RColor Brewer Plot

Mosaic Plot

Probability Plot

Lattice Plot

Scatterplots of MPG vs. Horsepower

Mileage by Gear Number

Regression of MPG on Weight

Miles per Gallon

Distribution of Gas Milage

Density Plot

Map

Wordcloud2

GGPlot2

WordCloud

Johnson & Johnson stock price - decomposition

Unemployment Data - LOESS

US Postage Rates for Letters, First Ounce, 1991-2009

Activity One: Hot Dog Eating - bar graphs

Project Assignment

Plot using Leaflet

Time Series Plot2 using quandl

Time Series Plot using Quandl

Plots created

Car Plot 4

Plotly plot