hassansalamb / kingscounty_price_predictions

Investments with big returns

- Hassan B.

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Contents

1. Purpose

2. Importing Modules

3. Reading and Filtering the Data

4. Analyzing the Data

5. Regression modelling

6. Open Questions

1. Purpose

Our stakeholder, Mr. Charles C. is interested in investing in properties for the purpose of selling them at higher profits. However, he is not sure whether he should buy new or old houses. Or if he should consider renovating the building before he sells them. Or if he should wait for some years before selling them, perhaps the prices may go higher in near future. In this analysis, we have come up with some hypothesis to assist Mr Charles. They are mentioned below:

1. It would be in his best interest to renovate properties which have never been renevoated.
2. We will predict the prices of the houses based on their features for our stakeholder

Requirements

• pyenv
• python==3.8.5

Setup

For this purpose you use following commands:

python -m venv .venv
source .venv/bin/activate
pip install --upgrade pip
pip install -r requirements.txt