IDS Tools for Data Science Workshop 22

About

A workshop on tools for data science with R.

Run by students of the course
Introduction to Data Science (IDS)
at the Hertie School, Germany.

All content produced and prepared by students of the Master of Data Science for Public Policy, the
Master of Public Policy, and the
Master of International Affairs.


Check out the sessions

Schedule - November 21, 2022

Time Panel 1 (3.01) Panel 2 (3.32) Panel 3 (Forum)
12:00-12:40 Cleaning dirty data with janitor
Abigail Pena Alejos, Nikolina Klatt
Video Materials 		Dates and times with lubridate
Daniel Brito, Shruthi Naik
Video Materials 		String manipulation with stringr
Adrian Werner, Richard Garcia-Guerrero
Video Materials
12:50-13:30 Creating web APIs with plumber
Alvaro Guijarro May, Finn Krueger
Video Materials 		Parallel programming with future
Maria Fernanda Ortega Valencia, Danial Riaz
Video Materials 		Interactive maps with leaflet
Daniel Lopez, Siddharth Padmanabhan
Video Materials
13:40-14:20 Categorical variables with forcats
Adriana Diaz Suarez, Priscila Pimentel Vieira
Video Materials 		Publishing with Quarto
Michelle Gandhi, Hiba Ahmad
Video Materials 		Network graphs with ggraph and tidygraph
Radwa Abdelsalam, Rodrigo Dornelles
Video Materials
14:30-15:10 Wrangling data at scale with data.table
Amin Oueslati, Gresa Smolica
Video Materials 		Interactive graphics with plotly
Daniel Alfonso Daza Vazquez, Sofia Tombini
Video Materials 		Tidying text data with tidytext
Julia Cots Capell, Viktoria Jaruzelyte
Video Materials
15:20-16:00 Measuring and improving performance
Carmen Garro, Luke Smith
Video Materials 		Geocoding with sf
Lucrezia Flavia Ferretti, Vishal Tripathi
Video Materials 		Creating R packages
Fabian Pawelczyk, Niklas Pawelzik
Video Materials
16:10-16:50 Publishing websites with GitHub Pages
Fernando Corral Lozada, Paul Sharratt
Video Materials 		Coordinate reference systems with sf
Benedikt Korbach, Juan Brasdefer
Video Materials

17:00-17:40 Text analysis with quanteda
Augusto Fonseca, Jorge Roa, Alexander Kraess
Video Materials 		Ensuring reproducibility with renv
Corinna Kratzke, Luis Vargas Pineda
Video Materials
17:50-18:30 Temporal data with tsibble and fable
Oskar Krafft, Justus v. Samson-Himmelstjerna
Video Materials 		Establishing pipelines with targets
Maria Jose Lee, Fabian Metz
Video Materials

Sessions

Cleaning dirty data with janitor

Abigail Pena Alejos, Nikolina Klatt

 Video Materials

Creating web APIs with plumber

Alvaro Guijarro May, Finn Krueger

 Video Materials

Categorical variables with forcats

Adriana Diaz Suarez, Priscila Pimentel Vieira

 Video Materials

Wrangling data at scale with data.table

Amin Oueslati, Gresa Smolica

 Video Materials

Geocoding with sf

Lucrezia Flavia Ferretti, Vishal Tripathi

 Video Materials

Coordinate reference systems with sf

Benedikt Korbach, Juan Brasdefer

 Video Materials

Parallel programming with future

Danial Riaz, Maria Fernanda Ortega Valencia

 Video Materials

Measuring and improving performance

Carmen Garro, Luke Smith

 Video Materials

Publishing with Quarto

Michelle Gandhi, Hiba Ahmad

 Video Materials

Publishing websites with GitHub Pages

Fernando Corral Lozada, Paul Sharratt

 Video Materials

Creating R packages

Fabian Pawelczyk, Niklas Pawelzik

 Video Materials

Ensuring reproducibility with renv

Luis Vargas Pineda, Corinna Kratzke

 Video Materials

Establishing pipelines with targets

Fabian Metz, Maria Jose Lee

 Video Materials

Tidying text data with tidytext

Julia Cots Capell, Viktoria Jaruzelyte

 Video Materials

Text analysis with quanteda

Augusto Fonseca, Jorge Roa, Alexander Kraess

 Video Materials

String manipulation with stringr

Adrian Werner, Richard Garcia-Guerrero

 Video Materials

Temporal data with tsibble and fable

Oskar Krafft, Justus v. Samson-Himmelstjerna

 Video Materials

Dates and times with lubridate

Daniel Brito, Shruthi Naik

 Video Materials

Interactive maps with leaflet

Daniel Lopez, Siddharth Padmanabhan

 Video Materials

Network graphs with ggraph and tidygraph

Radwa Abdelsalam, Rodrigo Dornelles

 Video Materials

Interactive graphics with plotly

Daniel Alfonso, Daza Vazquez Sofia Tombini

 Video Materials
See more on GitHub

Participants

Abigail Pena Alejos Adrian Werner Adriana Diaz Suarez Alexander Kraess
Alvaro Guijarro May Amin Oueslati Augusto Fonseca Benedikt Korbach
Carmen Garro Corinna Kratzke Danial Riaz Daniel Alfonso Daza Vazquez
Daniel Brito Daniel Lopez Fabian Metz Fabian Pawelczyk
Fernando Corral Lozada Finn Krueger Gresa Smolica Hiba Ahmad
Jorge Roa Juan Brasdefer Julia Cots Capell Justus v. Samson-Himmelstjerna
Lucrezia Flavia Ferretti Luis Vargas Pineda Luke Smith Maria Fernanda Ortega Valencia
Maria Jose Lee Michelle Gandhi Niklas Pawelzik Nikolina Klatt
Oskar Krafft Paul Sharratt Priscila Pimentel Vieira Radwa Abdelsalam
Richard Garcia-Guerrero Rodrigo Dornelles Shruthi Naik Siddharth Padmanabhan
Sofia Tombini Viktoria Jaruzelyte Vishal Tripathi

Organizers

Simon Munzert

Instructor
Hertie School

Julian Kath

Teaching Assistant
Hertie School

Tom Arend

Teaching Assistant
Hertie School