Shiny Application & Reproducible Pitch: Kaggle Survey Result

Sherifat Akintunde-Shitu
14 January 2019

Overview

The Shiny Application & Reproducible Pitch required:

  • A shiny application with associated supporting documentation deployed on Rstudio's shiny server.

  • A Reproducible Pitch Presentation created using Slidify or Rstudio Presenter with an html5 slide deck. The presentation should have 5 slides and

Kaggle Survey Result Shiny App

In 2018, Kaggle conducted an industry-wide survey that presented a comprehensive view of the state of data science and machine learning. This application analyses the response data to identify popularity of the different programing languages in Machine learning/Data science space.

Kaggle Survey Result Shiny App - Manual

  • Load shiny app(takes approximately 1:30mins to load)
  • Select the programming languages tab in the left
  • Select a country to compute programming languages trend for that country

Kaggle Survey Result Shiny App - The Data

Kaggle Survey Result Shiny App - The Data

#Number of responses analysed
nrow(ks_data)
[1] 23860

Gender Distribution

Var1 Freq
Female 4010
Male 19430
Prefer not to say 340
Prefer to self-describe 79