IDS Tools for Data Science Workshop 23

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.

Schedule - October 30, 2023

Time	Panel 1 (14-20h: 3.01 - MAKERSPACE)	Panel 2 (14-16h: 2.61, 16-20h: 1.61)
14:00 - 15:00	Geospatial analysis with sf Jennifer Estigene, Giulia Maria Petrilli, Xiaohan Wu Video GitHub Tutorial	Interactive graphics with plotly Lonny Chen, Gayatri Shejwal, Giorgio Coppola Video GitHub Tutorial
15:00 - 16:00	Interactive maps with leaflet Ray Hossain, Manjiri Girish Satam, Camilo Pedraza Jiménez Video GitHub Tutorial	Dates and times with lubridate Anzhelika Belozerova, Monserrat Lopez Perez Video GitHub Tutorial
16:00 - 17:00	Presentation-ready tables with gt and gtExtra Leticia Figueiredo Collado, Aditya Narayan Rai, Lino Zurmühl Video GitHub Tutorial	Time-series analysis with tsibble and fable Benjamin Adoba Ayida, Johannes Müller, Armande Aboudrar-Méda Video GitHub Tutorial
17:00 - 18:00	Wrangling data at scale with data.table Sai Prusni Bandela, Minho Kang, Milton Mier Video GitHub Tutorial	Advanced string processing with stringi and stringr Daniel Boppert, Jackson Luckey, Miriam Runde Video GitHub Tutorial
18:00 - 19:00	Cleaning and wrangling data with janitor and forcats Elena Dreyer, Shruti Kakade, Luis Fernando Ramirez Ruiz Video GitHub Tutorial	Text analysis with quanteda Killian Conyngham, Aranxa Márquez Ampudia, Luca-Verona Vellage Video GitHub Tutorial
19:00 - 20:00	Tidy modeling with tidymodels Daniyar Imanaliev, Isabella Urbano Trujillo, Henry Baker Video GitHub Tutorial	Ensuring reproducibility with renv Varvara Ilyina, Nima Thing Video GitHub Tutorial

Sessions

Cleaning and wrangling data with janitor and forcats

Elena Dreyer, Shruti Kakade, Luis Fernando Ramirez Ruiz

Video GitHub Tutorial

Wrangling data at scale with data.table

Sai Prusni Bandela, Minho Kang, Milton Mier

Video GitHub Tutorial

Geospatial analysis with sf

Jennifer Estigene, Giulia Maria Petrilli, Xiaohan Wu

Video GitHub Tutorial

Ensuring reproducibility with renv

Varvara Ilyina, Nima Thing

Video GitHub Tutorial

Text analysis with quanteda

Killian Conyngham, Aranxa Márquez Ampudia, Luca-Verona Vellage

Video GitHub Tutorial

Advanced string processing with stringi and stringr

Daniel Boppert, Jackson Luckey, Miriam Runde

Video GitHub Tutorial

Time-series analysis with tsibble and fable

Benjamin Adoba Ayida, Johannes Müller, Armande Aboudrar-Méda

Video GitHub Tutorial

Dates and times with lubridate

Anzhelika Belozerova, Monserrat Lopez Perez

Video GitHub Tutorial

Interactive maps with leaflet

Ray Hossain, Manjiri Girish Satam, Camilo Pedraza Jiménez

Video GitHub Tutorial

Interactive graphics with plotly

Lonny Chen, Gayatri Shejwal, Giorgio Coppola

Video GitHub Tutorial

Presentation-ready tables with gt and gtExtra

Leticia Figueiredo Collado, Aditya Narayan Rai, Lino Zurmühl

Video GitHub Tutorial

Tidy modeling with tidymodels

Daniyar Imanaliev, Isabella Urbano Trujillo, Henry Baker

Video GitHub Tutorial

See more on GitHub

Participants

Aditya Narayan Rai	Anzhelika Belozerova	Aranxa Márquez Ampudia	Armande Aboudrar-Méda
Benjamin Adoba Ayida	Camilo Pedraza Jiménez	Daniel Boppert	Daniyar Imanaliev
Elena Dreyer	Gayatri Shejwal	Giorgio Coppola	Giulia Maria Petrilli
Henry Baker	Isabella Urbano Trujillo	Jackson Luckey	Jennifer Estigene
Johannes Müller	Killian Conyngham	Leticia Figueiredo Collado	Lino Zurmühl
Lonny Chen	Luca-Verona Vellage	Luis Fernando Ramirez Ruiz	Manjiri Girish Satam
Milton Mier	Minho Kang	Miriam Runde	Monserrat Lopez Perez
Nima Thing	Ray Hossain	Sai Prusni Bandela	Shruti Kakade
Varvara Ilyina	Xiaohan Wu

Organizers

Simon Munzert

Instructor
Hertie School

Hiba Ahmad

Teaching Assistant
Hertie School

Steven Kerr

Teaching Assistant
Hertie School

Alex Karras

Faculty Assistant
Hertie School