In this post, I will explain you about Cluster Analysis, The process of grouping objects/individuals together in such a way that objects/individuals in one group are more similar than objects/individuals in other groups. For example, from a ticket booking engine database identifying clients with similar booking activities ... [Read more...]

This short post will explain how you can fetch twitter data using  twitteR & StreamR packages available in R. In order to connect to twitter API, we need to undergo an authentication process known as OAuth explained in my previous post.Twitter data can be fetched from twitter in two ways: ... [Read more...]

As a part of Twitter Data Analysis, So far I have completed Movie review using R & Document Classification using R. Today we will be dealing with discovering topics in Tweets, i.e. to mine the tweets data to discover underlying topics– approach known as Topic Modeling.What is Topic Modeling?... [Read more...]

September 23, 2013Movie rating using Twitter Data – Using RToday I will explain you how to create a basic Movie review engine based on the tweets by people using R.The implementation of the Review Engine will be as follows:         Gets Tweets from Twitter         Clean the data         Create a Word Cloud         Create ... [Read more...]

September 23, 2013Recently I have developed interest in analyzing data to find trends, to predict the future events etc. & started working on few POCS on Data Analytics such as Predictive analysis, text mining.  I’m putting my next blog on Data Mining- more specifically document classification using R Programming language, one ... [Read more...]