Developing R Products Assignment 1(week2)

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.

# Load necessary libraries
library(knitr)
library(leaflet)
library(dplyr)
# Create a leaflet map with multiple markers
m <- leaflet() %>%
  addTiles() %>%  # Add default OpenStreetMap map tiles
  addMarkers(lat=15.3350, lng=76.4600, popup="Hampi, Karnataka") %>%
  addMarkers(lat=14.5479, lng=74.3188, popup="Gokarna, Karnataka") %>%
  addMarkers(lat=15.2361, lng=74.6173, popup="Dandeli, Karnataka") %>%
  addMarkers(lat=14.0940, lng=74.4899, popup="Murdeshwar, Karnataka")

# Display the map
m

# Generate random latitude and longitude data for clustering
df <- data.frame(
  lat = runif(500, min=14.09, max=15.33),
  lng = runif(500, min=74.31, max=76.46)
)

# Create a leaflet map with clusters
leaflet(data = df) %>%
  addTiles() %>%
  addMarkers(clusterOptions = markerClusterOptions())