Overview

Most listed neighborhoods

neighhood counts

Measure Distribution

correlations

boxplots

key findings

Statistical correlations

  • As expected, number of stays is highly correlated with reviews per month
  • most of our numeric variables are right skewed which could require necessary transformations when doing further modeling

bar charts

  • Private rooms are the most common listing type in most neighbourhoods
  • However in Manhattan Entire place is the most commontype and Shared rooms are least common

boxplots

  • the variable price seems to have a couple of outliers in it
  • attempt to remove all values greater than 2000

mean price comparison

Data

About me

I am a persistent and accountable graduate with a passion for data science and statistics. In recent years, my passion for statistics data science has become my primary professional focus. My interests include statistical data analysis and predictive modeling for working with all types of data. My mission is to facilitate data informed choices that provide insight, drive innovation and optimize decision making. I am seeking employment that will enhance my profession as a Data Scientist in producing reliable statistics, and thus contribute to my proffesional growth.