I2DS Tools for Data Science Workshop 21

Schedule

November 4, 2021

Time Panel 1 Panel 2 Panel 3
10:00-10:30 Dates and times with lubridate
Abhipsha Mahapatro, Dijana Majstorovic
Working with JSON and jsonlite
Milan Schröder, Sangeeth Selvaraju
Video Materials
CRS with sf
Lisa Pramann, Caitlin Sarro
Video Materials
10:40-11:10 Network graphs with ggraph and tidygraph
Abhiram Mohan, Koen Oosthoek
Connecting to web APIs
Caroline Cavallari, Jose de los Heros
Video Materials
Geocoding with sf
Andrew Wells, Fernanda Candido Gomes
Video Materials
11:30-12:00 Dynamic web scraping with RSelenium
Sofia Lai, Marina Luna
Video Materials
Wrangling data at scale with data.table
Julia Ellingwood, Renato Franco
Video Materials
Text analysis with quanteda
Kathryn Malchow, Federico Mammana
Video Materials
12:10-12:40 Working with JSON and jsonlite
Gabriel da Silva Zech, Francesco Danovi
Video Materials
Interactive maps with leaflet
Wojciech Kuznicki, Krishnamoorthy Manohara
Text analysis with quanteda
Laura Menicacci, Dinah Rabe
Video Materials
12:50-13:20 Connecting to web APIs
Christine Cepelak, Dominik Cramer
Temporal data with tsibble
Maren Rieker, Kabir Sandrolini
Interactive graphics with plotly
Julian Kath, Steven Kerr
Video Materials
13:30-14:00 Dynamic web scraping with RSelenium
Reed Garvin, Francesca Giacco
Video Materials
Categorical variables with forcats
Zaira Gonzalez Mora, Luka Vasilj
Creating web APIs with plumber
Hyebin Hong, Guilherme Lacerda
Video Materials
14:10-14:40 CRS with sf
Marco Schildt, Hannah Schweren
Video Materials
Dates and times with lubridate
Lorenzo Gini, Esteban Gracia León
Regular expressions with stringr
Anna Clara Deniz, Angela Duarte Pardo
Video Materials
14:50-15:20 Geocoding with sf
Carlo Greß, Johannes Halkenhaeusser
Video Materials
Network graphs with ggraph and tidygraph
Johanna Mehler, Anna Weronika Matysiak
String manipulation with stringr
Max Eckert, Kai Foerster
Video Materials
15:30-16:00 Regular expressions with stringr
Lukas Warode, Anna-Lisa Wirth
Video Materials
Cleaning dirty data with janitor
Gülce Tuncer, Nassim Zoueini
Interactive maps with leaflet
Florian Winkler, Jiayu Yang
Video Materials
16:10-16:40 String manipulation with stringr
Elena García Mañes, Himanshi Gautam
Video Materials
Categorical variables with forcats
Janine De Vera, Victor Möslein
Video Materials
Interactive graphics with plotly
Camila Beer, Rodrigo Bolaños
16:50-17:20 Tidy modeling
Santiago Sordo Ruz, Benedikt Ströbl
Video Materials
Cleaning dirty data with janitor
Eduardo Campbell, Claudia Zwar
17:30-18:00 Creating web APIs with plumber
Helena Bakic, Katalin Bayer
Video Materials
Wrangling data at scale with data.table
Viraaj Akuthota, Ma Adelle Gia Arbo
Video Materials