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Find properties in the San Francisco market that are viable investment opportunities. It is a unique oportunity to review a seven year period of data to identify income streams for the potential investor.

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John Sung LinkedIn -  John Sung


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Overview

The application was created to provide data visualization, aggregation, interactive visualizations, and geospatial analysis, to find properties in the San Francisco market that are viable investment opportunities. It is a unique oportunity to review a seven year period of data to identify income streams for the potential investor.


Requirements

This project leverages python 3.7 and the PyViz Ecosystem.

Go to your terminal or git bash and run conda activate dev to activate your conda dev environment. You will then install the following librarie(s) and module(s) to run in Python codes created.

conda install -c pyviz hvplot geoviews

To ensure installation was complete, run the following... 1) conda list hvplot 2) conda list geoviews

Usage

Go to the Anaconda Prompt to launch JupyterLab by typing Jupyter Lab. To use this application simply clone the repository and run the financial_planning_tools.ipynb in you Jupyter Lab Notebook.


Visualization

![image](https://user-images.githubusercontent.com/87351302/139475152-28e32a7f-8ed9-4d40-8c5f-3b4ffd5bf1b2.png image image image image


License

MIT License

Copyright (c) 2021 John Sung

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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Find properties in the San Francisco market that are viable investment opportunities. It is a unique oportunity to review a seven year period of data to identify income streams for the potential investor.

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