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Gökhan Çiflikli, PhD

R | Python | Predictive Modeling | Data Visualization

  • Apr 19 2018
    Yet Another Caret Workshop

    Building predictive modeling pipelines in R

    caret caretEnsemble skimr xray
  • Mar 24 2018
    1st LSE CSS Hackathon! London 17-19 April

    1st Computational Social Science Hackathon hosted at the London School of Economics

    R Python hackathon
  • Feb 14 2018
    Supervised vs. Unsupervised Learning: Exploring Brexit with PLS and PCA

    Exploring the linkages between UK General Election and EU Referendum voting patterns

    R caret plot pls tmap
  • Jan 30 2018
    Scraping Wikipedia Tables from Lists for Visualisation

    Extracting table contents from Wikipedia and generating plots going back two millennia

    R rvest ggridges quanteda
  • Jan 22 2018
    Predicting Conflict Duration with (gg)plots using Keras

    Creating an image dataset with ggplot to train deep learning models to predict conflict longevity

    R keras tensorflow
  • Jan 10 2018
    Quantitative Story Telling with Shiny: Gender Bias in Syllabi

    Interactive visualisations of author gender breakdown in LSE IR reading lists

    bokeh bubbles htmlwidgets R shinydashboard sunburstR
  • Dec 27 2017
    Visualising US Voting Records with shinydashboard

    Visual exploration of nearly 70 years of US voting records

    R statebins plotly ggExtra shinydashboard
  • Dec 20 2017
    Mining Game of Thrones Scripts with R

    Evolution of Dany’s Titles and mapping Westeros in R

    R plot quanteda ggridges rvest
  • Dec 3 2017
    A Tidytext Analysis of the Weinstein Effect

    Gendered verb histories, Pre- and Post-Weinstein

    plot R tidytext
  • Oct 22 2017
    Automatic Time-Series Forecasting with Prophet

    Predicting the weather in London using Facebook’s open-source forecaster

    R plot prophet
  • Oct 11 2017
    Dealing with Correlated High-Dimensional Data

    A comparison of random forests vs. fuzzy forests when p » n.

    fuzzyforest R randomForest
  • Jul 4 2017
    Mapping ADA Voting Scores 1947-2015

    Shiny app that maps and tracks yearly changes in legislator voting behavior in the US.

    ggpubr highcharter htmlwidgets plot R
  • Jun 18 2017
    Hello, World!

    Short introductory post accompanying the R code for generating the website logo.

    htmlwidgets plot R sunburstR

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