Data Science Reports


This is my portfolio containing my reports about different subjects using R and Quarto.

Analyzing the Netflix dataset

R
reticulate
tidyverse
ollamr
mall
reactable
gt
gtExtras
Python
pandas
numpy
plotly
matplotlib
seaborn
huggingface_hub
A Data Analysis report using R and Python for Uni containing the most interesting insights about the DataCamp Netflix dataset.
December 1, 2024

How to use the {targets} package to create a pipeline

R
targets
Tutorial
Tutorial on how to manage big projects using pipelines with {targets}.
November 25, 2024

IMDB Movies Rating Predictor Shiny App

R
shiny
bslib
shinyWidgets
shinylive
tidyverse
caret
plotly
A shiny app for predicting movie ratings based on the IMDB database + interesting insights about movies.
October 29, 2024

{ggfootball} is now live!

R
Football
Package
Demo for my first R package for plotting football stats. (Now available on CRAN!)
September 5, 2024

Liverpool vs Ipswich Town report

R
Football
tidyverse
glue
ggfootball
ggsoccer
ggiraph
highcharter
httr2
jsonlite
purrr
gt
Analyzing Liverpool’s first PL match where they won 2-0.
August 25, 2024

Quarto Plots/Tables Theme Switcher

R
Tutorial
Quarto
Javascript
Writing a Javascript file to have light/dark themed plots (ggplot2 and plotly) and tables (gt and reactable) depending on your Quarto document theme.
August 14, 2024

Analyzing Liverpool’s FC 2023-2024 Premier League Season

R
Football
tidyverse
worldfootballR
gt
Exploring assumptions made by fans during the season.
August 4, 2024

Ranking American Hospitals

R
tidyverse
Revisiting the Programming Assignment 3 from the Coursera course R Programming by Johns Hopkins University.
July 22, 2024

Analyzing House Sales

R
DataCamp
tidyverse
caret
My solution for the Data Scientist Associate Practical Exam by DataCamp.
July 9, 2024

Predicting Movie Rental Durations

R
DataCamp
tidyverse
plotly
caret
DataCamp Project containing EDA + Modelling.
June 25, 2024

Exploring the Bitcoin Cryptocurrency Market

R
DataCamp
tidyverse
Originally a DataCamp Project in Python that I converted to R containing EDA about cryptocurrencies.
May 31, 2024

Analyzing the IMDB dataset

R
tidyverse
plotly
caret
tm
wordcloud2
Full Exploratory Data Analysis + building models to predict movies ratings based on their characteristics.
May 8, 2024

Modeling Car Insurance Claim Outcomes

R
DataCamp
tidyverse
DataCamp Project about building a glm model to predict whether a customer will make a claim or not.
March 25, 2024
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