Data quality is a very important part when running a Citizen Science project. With the SPOTTERON Data Quality Pack, we bundle a range of features which aim to increase the quality level throughout the project. Beside these functionalities, a well designed input dialog for the users is a must for any Citizen Science app to reduce the chance of errors in submissions and to guide the Citizen Scientists when entering data.
The Data Quality Pack on SPOTTERON consists of the following extensions:
Spot edit mode
Users can edit their own spots to correct data, change the classification or set errors right. In combination with the flagging feature and community comments, this allows users to correct their data in the submissions.
With the User Role feature, project administrators are able to promote experienced users to moderators in the administration interface. These moderator users then can help by editing spots of other users to correct data. Also, the project's team members can use this feature to e.g. change classifications or attributes directly in the Citizen Science app. The original author of a spot which gets edited by a moderator receives a notification in their community newsfeed.
Each user can set one flag per data points to highlight it for the project's team, for example because of a wrong classification or locations. In the administration interface, the list of spots can be be sorted by number of flags to see the most disputed entries first and adress the community's feedback.
Spot data visualization
The spot data visualization panel is built in the detail view of a spot and can be used to display number-based data as a chronological line chart. Beside direct feedback for the contributing users, it also shows number values off-scale easily and can help the Citizen Scientist to understand data and the impact, their observations have.
Check & Lock data maintenance tool
(upcoming) With the Check & Lock feature, the project team can set spots in the administration interface to be checked for correct data with just a click. Checked spots will show a spceical icon in the app and the spot will be locked down, so users can not edit and change the data point. In the data export, an option to just export spots which are checked and locked is present.
Each project can decide to share the complete data-set as OpenData download under an open data license. The data download is present in the web-app's main menue and users, who want to download the data-set first have to confirm the license under which the data is released.
The Data Quality Pack is already included in all SPOTTERON packages without additional costs.
Data quality pack app screens
- Data Quality Pack: Edit mode Data Quality Pack: Edit mode
- Data Quality Pack: User roles Data Quality Pack: User roles
- Data Quality Pack: Flagging Data Quality Pack: Flagging
- Data Quality Pack: Data visualization Data Quality Pack: Data visualization