I2DS Tools for Data Science Workshop 21

About

This an online workshop on various tools and techniques for Data Science with R. It was part of the course Introduction to Data Science (I2DS), run at the Hertie School, Germany. All content was 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. The live sessions of the workshop were held on November 4, 2021 (see here for the original schedule).


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Sessions

Wrangling data at scale with data.table

Julia Ellingwood, Renato Franco

 Video Materials

Categorical variables with forcats

Janine De Vera, Victor Möslein

 Video Materials

Working with JSON and jsonlite

Milan Schröder, Sangeeth Selvaraju

 Video Materials

Working with JSON and jsonlite

Gabriel da Silva Zech, Francesco Danovi

 Video Materials

Geocoding with sf

Andrew Wells, Fernanda Candido Gomes

 Video Materials

Geocoding with sf

Carlo Greß, Johannes Halkenhaeusser

 Video Materials

Coordinate reference systems sf

Lisa Pramann, Caitlin Sarro

 Video Materials

Coordinate reference systems with sf

Marco Schildt, Hannah Schweren

 Video Materials

Interactive graphics with plotly

Julian Kath, Steven Kerr

 Video Materials

Interactive graphics with plotly

Camila Beer, Rodrigo Bolaños

 Video Materials

Interactive maps with leaflet

Florian Winkler, Jiay Yang

 Video Materials

Tidy modeling

Santiago Sordo Ruz, Benedikt Ströbl

 Video Materials

String manipulation with stringr

Elena García Mañes, Himanshi Gautam

 Video Materials

Regular expressions with stringr

Lukas Warode, Anna-Lisa Wirth

 Video Materials

String manipulation with stringr

Max Eckert, Kai Foerster

 Video Materials

Text analysis with quanteda

Laura Menicacci, Dinah Rabe

 Video Materials

Text analysis with quanteda

Kathryn Malchow, Federico Mammana

 Video Materials

Regular expressions with stringr

Anna Clara Deniz, Angela Duarte Pardo

 Video Materials

Creating web APIs with plumber

Helena Bakic, Katalin Bayer

 Video Materials

Creating web APIs with plumber

Hyebin Hong, Guilherme Lacerda

 Video Materials

Dynamic web scraping with RSelenium

Reed Garvin, Francesca Giacco

 Video Materials

Connecting to web APIs

Caroline Cavallari, Jose de los Heros

 Video Materials

Dynamic web scraping with RSelenium

Sofia Lai, Marina Luna

 Video Materials

Participants

Marco Schildt Elena García Mañes Johannes Halkenhaeusser Maren Rieker
Andrew Wells Esteban Gracia León Jose de los Heros Marina Luna
Angela Duarte Pardo Federico Mammana Julia Ellingwood Max Eckert
Anna Clara Deniz Fernanda Candido Gomes Julian Kath Milan Schröder
Florian Winkler Nassim Zoueini Anna-Lisa Wirth Francesca Giacco
Kai Foerster Reed Garvin Benedikt Ströbl Francesco Danovi
Katalin Bayer Renato Franco Caitlin Sarro Gabriel da Silva Zech
Kathryn Malchow Camila Beer Guilherme Lacerda Koen Oosthoek
Sangeeth Selvaraju Carlo Greß Santiago Sordo Ruz Caroline Cavallari
Hannah Schweren Laura Menicacci Sofia Lai Helena Bakic
Lisa Pramann Steven Kerr Claudia Zwar Himanshi Gautam
Victor Möslein Hyebin Hong Dinah Rabe Janine De Vera
Lukas Warode Dominik Cramer Jiayu Yang Ma Adelle Gia Arbo
Zaira Gonzalez Mora Rodrigo Bolaños

Organizers

Simon Munzert

Instructor
Hertie School

Lisa Oswald

Teaching Assistant
Hertie School

Tom Arend

Teaching Assistant
Hertie School

Caitlin Sarro

Student — Web Editor
Hertie School

Benedikt Ströbl

Student — Web Editor
Hertie School