This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.

When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:

library(leaflet)
#library(dygraphs)
#library(shiny)
#library(shinydashboard)
#library(googleVis)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
require(datasets)
library(RColorBrewer)
#library(xts)
library(ggplot2)
setwd('C://dataset')
nycrental=read.csv('nycrentalfinaltry1.csv',header=TRUE, stringsAsFactors = FALSE)
nycrental=tbl_df(nycrental)
nycrental=nycrental[1:18801,]
nycrental$beds=as.factor(nycrental$beds)
nycrental$pchangevalue=as.integer(nycrental$pchangevalue)
## Warning: NAs introduced by coercion
nycrental$sqft=as.integer(nycrental$sqft)
## Warning: NAs introduced by coercion
nooutlier=filter(nycrental,rent<10000)

You can also embed plots, for example:

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.