https://github.com/tjdharamsi/modelling-social-data-2017-project

https://github.com/tjdharamsi/modelling-social-data-2017-project

data-visualization machine-learning ml modeling social-data

Last synced: about 6 hours ago
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• Host: GitHub
• URL: https://github.com/tjdharamsi/modelling-social-data-2017-project
• Owner: tjdharamsi
• Created: 2017-05-15T00:56:00.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-05-15T01:00:55.000Z (over 7 years ago)
• Last Synced: 2024-01-30T07:01:00.042Z (9 months ago)
• Topics: data-visualization, machine-learning, ml, modeling, social-data
• Language: HTML
• Size: 2.27 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Modelling-Social-Data-2017-Project

Original Source of Dataset:

http://insideairbnb.com/get-the-data.html

Code:

Cleaning.r - For intially cleaning of the dataset (listings.csv)

Model.py – Models predicting is Superhost (Python)

Multilisting.r – Data Exploration and analysis of multilistings by a host. (R)

Model.html – For convenience you may view Model.html to see the pre-executed results

generated by the code using Jupyter. (Generated by Model.ipynb; for model.py)

MSD_Airbnb_Slides.pdf – Contains the slides of the presentation

Python Libraries needed to run the code:

Numpy, Pandas, scikit learn, matplotlib