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RProjects

Curated list of R DataScience projects I have implemented to get my feet wet in the world of data science. You can add your solutions under each project title. Feel free to contribute :)

  • R DataScience Projects

  • Upcoming R Data Science Projects

  • Contributing

    Data Wrangling of Seattle Traffic data

    • R code to demonstrate how to perform data cleansing using Seattle traffic data in R

    Diamond dataset Analysis

    • Exploratory Data Analysis on Diamond dataset, using histograms, scatterplots and boxplots in R

    Facebook Data Analysis

    • Analyzed a 'pseudo-facebook' dataset using R, while studying Exploratory Data Analysis on Udacity, a course designed by Facebook.
    • Learned how to work with R packages like ggplot2, dplyr, reshape2, plotting histograms, scatterplots graphs with multiple variables and how these can be used to perform a basic exploratory analysis on a dataset.

    Game of Thrones Analysis

    • Exploratory data analysis on battles and character deaths in the Game of Thrones series using R

    Handwriting Character Recognition Analysis

    • Studying handwriting character recognition as a part of a Kaggle competition
    • Identifying handwritten digits using MNIST data by performing Logistic regression and Random Forests

    Market Basket Analysis

    • Understanding customer buying patterns using a Groceries dataset
    • Implementing Apriori algorithms using R and data visualization using arules and arulesViz packages

    NYC Subway Ridership Analysis

    • Analyzing number of subway riders based on time of the day, day of week, weather conditions like rain, wind and temperature.
    • Analysis using Linear and OLS regression, implemented in python using sklearn, pandas, scipy and numpy

    RCpp_Example

    • Example to demonstrate how to embed C++ code snippet within an R function

    Sentiment Analysis

    • Sentiment Analysis using Twitter API in R. The program extracts tweets based on a specific keyword and builds sentiment graph and wordcloud depicting emotions using Bayes’ theorem

    Titanic Dataset Analysis

    • Practicing exploratory data analysis and MAchine Learning algorithms in R by using the Titanic dataset which is provided as a Kaggle competition

    Upcoming R Data Science Projects

    Enron Data Analysis

    Mining Recomendation based on Market Basket Analysis

    Other Great Toy projects

    Contributing

    Your contributions are always welcome! You can add your solution and problem statements./ Inspiration for datasets: Be creative with this awesome set of public datasets

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