Statistical Data Analysis using Python

At: Department of Statistics, Gauhati University

This is a collection of data and Jupyter notebook containing basic of statistical data analysis using python programming language. Several packages like pandas, seaborn, scipy, numpy, scikit-learn has been in use for analysis and plotting of graphs. Click here to download all the required files.

Granular Model for Social Networks, Target Set Selection and Fuzzy-Rough Community Detection

At: PhD Thesis Defence Viva, Jadavpur University

The presentation briefly describes my PhD thesis. It includes algorithms, models and frameworks developed and experimental results therein. [resources]

Structural Analysis of Social Networks: A Programmer's Approch

At: Workshop on Data Science & Machine Learning (DSML-2017)

Social network analysis is the field of study which deals with the analysis of relational data using the help of graphs. Research scolars tried to used structural analysis of social networks to infer social behaviors of network actors. The tutorial presented in DSML 2017 was to demonstrate how to kick start with social network data sets. For coding demos, I used the networkx package of python. This tutorial avoids advanced algorithms for addressing the multi-disciplinary audience of the workshop. [resources]