Name: Workshop: Data Quality Aspects of Administrative Data
Start: 2025-08-20T09:00:00+02:00
End: 2025-08-20T17:00:00+02:00
Location: ScaDS.AI Dresden/Leipzig

Workshop: Data Quality Aspects of Administrative Data

Wednesday, August 20, 2025 - 9:00 AM

Monday, August 18, 2025
Tuesday, August 19, 2025
Wednesday, August 20, 2025

9:00 AM Presentation 1
Presentation 1
9:00 AM - 10:00 AM
Room: Seminar Room "Zwenkauer See" - A.03.07 Welcome, course overview, the data science workflow, short introduction to data wrangling and data analytics / mining, overview of data quality aspects, examples and case studies of what can go wrong in data science.

10:00 AM Coffee break
Coffee break
10:00 AM - 10:30 AM
Room: Seminar Room "Zwenkauer See" - A.03.07

10:30 AM Presentation 2
Presentation 2
10:30 AM - 11:30 AM
Room: Seminar Room "Zwenkauer See" - A.03.07 Data quality dimensions, data quality assessments, data quality frameworks; how data capturing, data processing, and data linkage can affect data quality.

11:30 AM Practical Session 1
Practical Session 1
11:30 AM - 12:30 PM
Room: Seminar Room "Zwenkauer See" - A.03.07 Group discussions on participant’s own experiences of data quality issues encountered (30 min), short presentations by groups of the most serious / challenging data quality issues they identified in their group (30 min).

12:30 PM Lunch break
Lunch break
12:30 PM - 1:30 PM
Room: Seminar Room "Zwenkauer See" - A.03.07

1:30 PM Presentation 3
Presentation 3
1:30 PM - 2:30 PM
Room: Seminar Room "Zwenkauer See" - A.03.07 Detailed discussions on assumptions and misconceptions in data science (from data capturing to processing and linkage), and how to identify and prevent them.

2:30 PM Coffee break
Coffee break
2:30 PM - 3:00 PM
Room: Seminar Room "Zwenkauer See" - A.03.07

3:00 PM Presentation 4
Presentation 4
3:00 PM - 4:00 PM
Room: Seminar Room "Zwenkauer See" - A.03.07 Recommendations on how to improve data quality aspects, what data scientists should check with their data sources, how to ensure data are research ready, and summary of course content.

4:00 PM Practical Session 2
Practical Session 2
4:00 PM - 5:00 PM
Room: Seminar Room "Zwenkauer See" - A.03.07 Group discussions on how to implement recommendations within your own organisation (30 min), short presentations on strategies to improve data quality (30 min), course wrap-up and feedback.