Predicting Customer Churn -Machine Learning

Predicting Customer Churn- Machine Learning   Churn rate is the percentage of subscribers to a service that discontinue their subscription to that service in a given time period. In order for a company to expand its clientele, its growth rate (i.e. its number of new customers) must exceed its churn rate. Churn rate is an…

Network Analysis in R

Bipartite networks have for so long been used in application areas like crime mapping, social media network analysis, ecology among others. Machine learning algorithm in R studio can map individuals, their geographical locations or their activities on a bipartite network. Individuals can be members of a criminal organization, members of social media groups or pages.…

Adult Income Analysis and Model

The data used for this project was obtained from kaggle. You can ask for data or simply download from this link https://www.kaggle.com/uciml/adult-census-income. I shared this notebook in html format due to lack of plugins required to convert Ipython gists  into wordpress blog. Full code and gist available on this github repo. Import important libraries in…

Twitter Mining and Sentiment Analysis on Net Neutrality Issue

There is an ongoing debate about the repeal of net neutrality. Net neutrality is the moral rule that Internet Service Providers must treat all data on the Internet the same, without any discrimination. This means both small and large business are equal. You all know Donald Trump and FCC chairman Pai, former Verizon lawyer, are…