R Markdown

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:

summary(cars)
##      speed           dist       
##  Min.   : 4.0   Min.   :  2.00  
##  1st Qu.:12.0   1st Qu.: 26.00  
##  Median :15.0   Median : 36.00  
##  Mean   :15.4   Mean   : 42.98  
##  3rd Qu.:19.0   3rd Qu.: 56.00  
##  Max.   :25.0   Max.   :120.00

Including Plots

You can also embed plots, for example:

## Rows: 1008 Columns: 12
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (8): Entity.Type, Sidewalk.Cafe.Type, Entity.Name, Camis.Trade.Name, Add...
## dbl (4): License.Number, Lic.Area.Sq.Ft, Address.Zip.Code, Camis.Phone.Number
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
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
enclosed = filter(Sidewalk_Cafes, Sidewalk_Cafes$Sidewalk.Cafe.Type == 'Enclosed')
unenclosed = filter(Sidewalk_Cafes, Sidewalk_Cafes$Sidewalk.Cafe.Type == 'Unenclosed')
boxplot(enclosed$Lic.Area.Sq.Ft, unenclosed$Lic.Area.Sq.Ft, names=c("Enclosed","Unenclosed"), main="NYC Sidewalk Cafe Size")