Homework CMF MSU, Data Analysis, Big Data course

Predicting cian prices (cian.ru)

code:

parser.ipynb - first version of cian parser, 11.2016

cian_parser2.0.ipynb - corrected, improved version, 12.2016

cian_dataprep_visualization.ipynb - second part: vis + some analysis 12.2016

cian_ml.ipynb - third part: models and comparison 12.2016

data:

cian.csv - first data downloaded by parser.ipynb (central district, 30 first pages), 11.2016

links_for_cian.csv - table of links by districts (downloaded by each zone of each district, 30 first pages), 12.2016

cian_full_data.csv - data taken by links from links_for_cian.csv with cian_parser2.0.ipynb, 5241 apartements, 12.2016

cian_data_clear_for_modeling.csv - data after cian_dataprep_visualization.ipynb, 12.2016