Housing Rental Analysis

This is an analysis of the sale price per square foot, gross rent, and available housing units for various neighborhoods in San Francisco.

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Technologies

This project leverages python with the following packages:

• pandas - For plotting and dataframes.

• PyViz - For plotting with hvplot and geoviews.

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Installation Guide

Before first running the application install the following dependencies:

    pip install pandas

Login to Conda Dev environment and install the following dependencies:

    conda install -c pyviz hvplot geoviews

Jupyter may be required to view the .ipynb file.

    pip install jupyter

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Usage

Usage is primarily viewing data and visuals but can be repurposed to intake different data. This allows the user to create their own analysis of different neighborhoods, data, and cities to fit their needs.

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Contributors

Brought to you by Majid Kouki. You can reach me at majidkpy@gmail.com.

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License