- Data Collection
- Do you need to collect personal information?
- if yes, do you need to store it?
- if yes, how and where to store it?
- does the data need to be shared?
- if yes, how to ensure its safe?
- Data Analysis
- If you need people to manually label/analyse the data, do you use crowdsourcing? Crowdsourced data annotation
- How will you account for bias?
- Data Dissemination
- if you are publishing, how do you make sure you are not giving away identifiable information?
- Do you need real examples to demonstrate?
- Use aggregation whenever possible