Customer Segmentation

This notebook analyzing the content of an E-commerce database. Based on this analysis, We will predict segment for customer.

Dependencies

• Python 2.7 or Python >3.4
• pandas
• numpy
• scipy
• scikit-learn
• matplotlib
• seaborn
• nltk
• wordcloud
• jupyter notebook

Install dependencies

Pandas:           $ sudo pip install pandas
numpy:            $ sudo pip install numpy
scipy:            $ sudo pip install scipy
scikit-learn:     $ sudo pip install -U scikit-learn
matplotlib: 
                  $ sudo apt-get install libfreetype6-dev libpng-dev
                  $ sudo pip install matplotlib 
seaborn:          $ sudo pip install seaborn
jupyter notebook: $ sudo apt-get -y install ipython ipython-notebook
                  $ sudo -H pip install jupyter
nltk:              $ sudo pip install nltk
wordcloud:         $ sudo pip install wordcloud

Usage

• Dataset path: ./input_data/
• Run the code given in ipython notebook Cust_segmentation_online_retail.ipynb

Credit

Code credits for this code go to F. Daniel. I've merely created a wrapper and necessary changes to get people started.