In qiushiyan/nyclodging: Airbnb listings in New York City in 2019

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
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nyclodging

nyclogding contains shiny application and documentation for analyzing Airbnb listings in New York City in 2019. It includes:

• housing price prediction using text data with tidymodels

• spatial analysis and visualization with sf and tmap

• various user-defined statistical visualization

Example dataset:

nyclodging::listings

Shiny app: https://qiushiyan.shinyapps.io/nyclodging/

Package documentation: https://qiushiyan.github.io/nyclodging

Installation

You can install the development version of nyclodging like so:

remotes::install_github("qiushiyan/nyclodging")

Usage

To start the shiny app locally

library(nyclodging)
run_app()

Or if you prefer using docker

docker pull qiushiyan/nyclodging
docker run -p 8080:80 --rm qiushiyan/nyclodging

and then navigate to http://localhost:8080/

Source

• Inside Airbnb public data http://insideairbnb.com/

• Kaggle Dataset https://www.kaggle.com/dgomonov/new-york-city-airbnb-open-data

qiushiyan/nyclodging documentation built on Aug. 27, 2023, 11:23 a.m.