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https://github.com/noahgift/real_estate_ml
Machine Learning for Real Estate
https://github.com/noahgift/real_estate_ml
jupyter-notebook knn machine-learning pandas plotly python real-estate scikit-learn unsupervised-learning
Last synced: 1 day ago
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Machine Learning for Real Estate
- Host: GitHub
- URL: https://github.com/noahgift/real_estate_ml
- Owner: noahgift
- Created: 2017-11-13T12:33:05.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2025-01-10T22:56:11.000Z (11 days ago)
- Last Synced: 2025-01-10T23:28:25.936Z (11 days ago)
- Topics: jupyter-notebook, knn, machine-learning, pandas, plotly, python, real-estate, scikit-learn, unsupervised-learning
- Language: Jupyter Notebook
- Size: 32.5 MB
- Stars: 75
- Watchers: 16
- Forks: 58
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
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# real_estate_ml
Machine Learning for Real Estate
You may want to run jupyter in this mode:
```
jupyter notebook --NotebookApp.iopub_data_rate_limit=10000000000
```
## Zillow API Sign Up
To sign up for the zillow api:
https://www.zillow.com/howto/api/APIOverview.htm
## Download Zillow
Zillow data can be downloaded from site here:
https://www.zillow.com/research/data/
# Exploratory Data Analysis
* [Jupyter Notebook with Plotly Integration doing Zillow Data Exploration](https://github.com/noahgift/real_estate_ml/blob/master/notebooks/explore_zillow_data_sets.ipynb)
# Plotly Graphs
* [Plotly Interactive Chart: 30 Year History of Real Estate USA](https://plot.ly/~ngift/9/)
* [Plotly Interactive Chart: Bay Area Median Prices Single Family Homes](https://plot.ly/~ngift/7/)
