DIAMOND project Open Datasets

The folder includes the datasets collected through the H2020 DIAMOND project titled ‘Revealing fair and actionable knowledge from data to support women’s inclusion in transport systems.’ (Grant Agreement No 824326), focusing on each Use Case of the project:

• Use Case I: Public Transport Infrastructures (Railways);
• Use Case II: (Emotion in) Autonomous Passenger Car;
• Use Case III: Vehicle (Bike) Sharing Fleet Management;
• Use Case IV: Employment of Women in Rail Industry and Freight/CSR Protocols.

Data collection campaigns have been based on the methodological approach of the DIAMOND project. 

This relies on the Fairness Characteristics (FCs) identified through Thematic Analysis and on a series of interdisciplinary tools and methods. 

The heterogeneous and disaggregated datasets gathered through the executed data collection campaigns are classified in following categories:

• Structured data (Use Cases I, III and IV);
• Observations (Use Cases I and III);
• UESI questionnaires (all Use Cases);
• Social media data (Use Cases I, II and III);
• DAD survey questionnaires (all Use Cases);
• Recommendations (All Use Cases);
• Validation of the Toolkit4Fairness (All Use cases).

The folder includes the document 'Deliverable 4.1 Datasets description', which is aimed at reporting the datasets collected for the H2020 DIAMOND project including information about the identification of dataset sources, data collection tools, data collection timeline and responsible partners of the Consortium for each data collection activity.