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The assignments and programming tasks of free course included in Data Analyst Nanodegree offered by Facebook. I've created Jupyter Notebooks for each lesson to include code as well as class notes which will help the reader to get tutorial experience rather than just dry code.
Performed text preprocessing, clustering and analyzed the data from different books using K-means, EM, Hierarchical clustering algorithms and calculated Kappa, Consistency, Cohesion or Silhouette for the same.
In this mini-project i have chosen to do sentiment analysis of social media websites such as twitter and reddit to gain insights into the people’s opinion towards prime ministerial candidates for the Lok Sabha election 2019. Social media provides a platform for people’s opinion of a person or event or topic to be heard from anywhere at any time …