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Prasanna's Projects

rugs-meetup icon rugs-meetup

R code for my presentation at R User Group Singapore

s-maps icon s-maps

R code/package for nonlinear forecasting and regime shift detecting

salary_prediction icon salary_prediction

Using job descriptions from UK, we predict the salaries for the job using text and data mining techniques

smappr icon smappr

R tools for analysis of Twitter data

spam_detection icon spam_detection

R code implementing logistic regression, linear discriminant analysis, decision trees, bagging and random forest to classify email between good ones and spams

sta250_final icon sta250_final

Code, report, and data for classifying a large number of images into two categories.

starwars icon starwars

Visualizing Star Wars scripts with arc diagrams

stat4400 icon stat4400

R code for Statistical Machine Learning

supermicar icon supermicar

Word lists for classifying drug names from SuperMICAR text entries, and SAS and R scripts for analysing that data.

swirl_courses icon swirl_courses

A collection of interactive courses for the swirl R package.

testapp icon testapp

Testing errors for Text analysis Shiny App

text-mining icon text-mining

Introduction to Text Mining in R script from presentation at UPSTAT

text-mining-weak-signals icon text-mining-weak-signals

This is a collection of mostly R code to use text mining to analyse conference abstracts, blogs and other sources in an attempt to look for "weak signals" (early signs of new trends), See the wiki pages for background etc.

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