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06_exercise
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31.05.22
In this exercise session, we will create are own dataset combined with an accompanying datasheet.
- 10:15 - 10:20: Welcome and arrival
- 10:20 - 10:25: In-exercise tasks introduction
- 10:25 - 10:40: Creating a dataset
- 10:40 - 11:20: Creating the datasheet
- 11:20 - 11:40: Presenting the datasheet & discussion
- 11:40 - 11:45: Goodbye and outlook
Slides for the sixth exercise.
Together we will decide on a topic for our dataset. After that, we will add data entries to it. These entries shouldn't contain any personal data. Only made-up information and potential purposefully missing data points should be added.
✏️ Please use this link to participate in the creation of the dataset.
We will be creating a datasheet for the dataset we just created,based on the proposal by Gebru et al.1 A datasheet is a set of questions "grouped into sections that roughly match the key stages of the dataset lifecycle"1. These seven sections are: motivation, composition, collection process, preprocessing/cleaning/labeling, uses, distribution, and maintenance.
During the exercise, each group will be assigned some sections to work on.
✏️ Please use this link to participate in the creation of the datasheet.
- Look at your section's questions in the datasheet document.
- Try to answer the questions as best as you can.
- Reflect on the process of the datasheet's creation.
1T. Gebru et al., “Datasheets for Datasets.” arXiv, Dec. 01, 2021. Accessed: May 19, 2022. [Online]. Available: http://arxiv.org/abs/1803.09010
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