New Property Listings

Property Listing:

Property listings are agreements made with the owner of the house to list a house on the market. These properties are then shown to potential buyers or renters. The dataset we have used is from Zillow. It shows the data of property listings from the year 2018 to 2021. The below visualization shows that New York has the highest number of property listings over the years.

The word cloud depicts the cities that are usually listed, through which it can be seen that New York, Chicago, Los Angeles, and Miami are the cities with the highest number of listings. The above line graph can show trends of the listings over the years. We can see a steady rise from January to April 2018, and then its seen that there are less number of listings at the end of every year like 2018, 2019, and 2020.

We have analyzed property listings by cities and state to understand where the properties are available to buy. Allowance requirements, neighbourhood limits, and laws that regulate population density are some types of zoning regulations. Together, they have driven home prices to become more costly, often lowering the potential supply of homes. The price comparisons will be seen in the subsequent topics. The Age groups give us additional information for our data. A more detailed analysis can be conducted on Salaries of Age groups for a better understanding of the trend.