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 - [Twitter-Sentiment-Analysis](https://github.com/ujjwalkarn/Twitter-Sentiment-Analysis)
 - [Basic Sentiment Analysis with Python](http://fjavieralba.com/basic-sentiment-analysis-with-python.html)
 - [What is the best way to do Sentiment Analysis with Python?](https://www.quora.com/What-is-the-best-way-to-do-Sentiment-Analysis-with-Python-1)
+- [Creating a sentiment analysis model with Scrapy and MonkeyLearn](https://monkeylearn.com/blog/creating-sentiment-analysis-model-with-scrapy/)
 - [How to Calculate Twitter Sentiment Using AlchemyAPI with Python](http://www.alchemyapi.com/developers/getting-started-guide/twitter-sentiment-analysis)
 - [Second Try: Sentiment Analysis in Python](http://andybromberg.com/sentiment-analysis-python/)
 - [Sentiment Analysis with Python NLTK Text Classification](http://text-processing.com/demo/sentiment/)
 - Codes and Explanation
     - [**Sentiment Analysis with bag-of-words**](http://ataspinar.com/2016/01/21/sentiment-analysis-with-bag-of-words/)
     - [**Sentiment Analysis with Naive Bayes**](http://ataspinar.com/2016/02/15/sentiment-analysis-with-the-naive-bayes-classifier/)
+- [A comprehensive guide to Sentiment Analysis](https://monkeylearn.com/sentiment-analysis/)
 
 ## Pickle: convert a python object into a character stream
 - [Python serialization - Why pickle?](http://stackoverflow.com/questions/8968884/python-serialization-why-pickle)