Recently Published
Facebook Birthdays - Exploratory Analysis
This paper uses fake Facebook data on friend's birthdays to explore how these birthdays are distributed. It demonstrates some ggplot visualisations, lubridate functionalities for working with date variables and dplyr functions for manipulating datasets.
Life Expectancy at Birth, DTP3 Immunization & Country Wealth: An Exploratory Analysis
This paper uses data from www.gapminder.org to perform a exploratory analysis of the evolution of life expectancy at birth and DTP3 Immunization among 1-year-old Infants accross the world. We then introduce GDP/capita to identify correlations.
NLP Project - Next Word Prediction
This is the capstone project for the JHU Data Science specialization.
Next Word Prediction (Natural Language Processing Project)
This is the slide deck for the JHU Capstone project. It pitches my Shiny application for a next word predictor.
Data Science Specialization - Capstone Project - Milestone Report
This is the interim report for the captone project at the end of JHU's Data Science Specialization on Coursera.
I describe the basic pre-processing tasks and general data distribution.
TitanicLight Shiny App presentation
This is a 5-slide pitch for the Shiny App that I developed as part of the Coursera Developing Data Products course:
https://lucfrachon-ds.shinyapps.io/TitanicLightDataset/
The application is based on the Titanic light dataset provided in R, of which a more elaborate version can be found on Kaggle.
Practical Machine Learning Project: Human Activity Qualification
This is the final project for the Practical Machine Learning course from John Hopkins University on Coursera.
Using data collected through accelerometers worn by a group of people performing weight lifting, we fit classification algorithms to the data to predict whether the exercise was performed correcty or with different types of typical errors.