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SzczecinHome

Szczecin housing market price analysis

author: Mateusz Najsztub mateusz.najsztub@gmail.com

date: 08/04/2016

This piece of software is designed to analyse housing market data for Szczecin, Poland scraped using Portia from otodom.pl website. This is a recording of my efforts to learn programming in Python together with some basics of data analysis in software other than commercial Stata, which I seemed to actually like after nearly 3 years of working with it.

We will see how far will this fun-project go. My intentions are to try my best at Machine Learning at some point. We will see...

Requirements:

  • Numpy, Scipy, Matplotlib
  • Pandas
  • Seaborn
  • Statsmodel
  • ScikitLearn
  • NLTK
  • Scrapy
  • gensim
  • Smopy
  • Flask

Change Log

21/04/2016

- Added NLP part 2 tutorial file.
- Moved packages to data folder.

08/04/2016

- Started project with data cleaning finction, simple OLS regression example and NLP bag of words tutorial part 1 file.