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- Make sure that your data was ethically collected. (Pew, Healey)
- Use common language (Binder)
- Have variables that make sense
- Make sure that the layout of your interface is mobile accessible
- Use keys
- Make sure that your data that can be analyzed in many softwares (i.e. non-proprietary format)
- Pre-usage instructions (e.g. read me document)
- Being respectful – anticipating the expectations of the people whose data you are using (Noble)
- Sticking to larger datasets
- Only share the data you need/used for replication
- Account for the Hawthorn effect
- Do not share names and location.