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Synthetic Mobility Purpose Dataset
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Synthetic purpose of motion dataset.zipZIP
Dataset with synthetic Individual Mobility Networks (IMN). Every entry is an...
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Personal Data Attributes
| Field | Value |
|---|---|
| Anonymisation Methodology | The data in synthetically generated with a generative algorithm trained on real data. |
| Anonymised | Anonymized |
| ChildrenData | No |
| Cross Border Authorised | Yes |
| Data Flow Legal Basis | The data is completely synthetic and therefor GDPR compliant. |
| Data Protection Impact Assessment | Yes |
| Ethics Committee Approval | Yes |
| General Data | Yes |
| Informed Consent Template | No |
| Non Personal Data Explanation | The data, which represents purpose of motion of 102 individuals, is completely synthetic, therefore there is no true personal information related to any real-life human being. |
| Personal Data | No |
| Personal data was manifestly made public by the data subject | No |
| Record Of Processing Activities | 102 individual mobility ne |
| Sensitive Data | No |
Additional Info
| Field | Value |
|---|---|
| Accessibility | Both |
| Accessibility Mode | Download |
| Availability | On-Line |
| Basic rights | Download |
| Creation Date | 2023-11-29 |
| Creator | Pellungrini, Roberto, roberto.pellungrini@sns.it, orcid.org/0000-0003-3268-9271 |
| Dataset Citation | J.J. Colombini, R. Pellungrini, L. Pappalardo, F. Giannotti. A Synthetic dataset for the analysis of the purpose of motion. 2023 |
| Dataset Re-Use Safeguards | https://fairsharing.org |
| Field/Scope of use | Research only |
| Format | Dataset with synthetic Individual Mobility Networks (IMN). Every entry is an individual graph syntetizing the mobility habits of an individual. Each Graph is represented with a 32x32 matrix where, if the graph has N nodes, the possible non-zero elements are the (N+2)xN upper-left elements of the matrix. Given a (N+2)xN matrix representing a graph of size N, we padded it with zeros to the size 32x32. The first row represents the activity carried out in the corresponding node; it is a number which, if multiplied by 12, gives an integer. This integer is the entry of the following array: ["Home","Work", "Study", "Eat out", "Bring & get", "Stop", "Leisure", "Social Activity", "Shopping", "Groceries", "Servces", "Refuel", "Error"] which represents the activity (for example if the j-th node has in the first row the value 0.333, then 0.333*12 = 4 so the activity carried out in the j-th node is "Bring & get" The second row represents the probability of an individual of being in a node. The remaining rows are the adjacency matrix. In this adjacency matrix the entry i,j is the probability of, starting from i, choosing to go to j. |
| Group | Sustainable Cities for Citizens |
| Language | eng, English |
| License term | 2023-11-29 /2025-11-29 |
| Manifestation Type | Original |
| Processing Degree | Primary |
| Retention Period | 2025-11-30 /2025-12-01 |
| Semantic Coverage | cities, purpose of motion, mobility |
| SoBigData Node | SoBigData IT |
| SoBigData Node | SoBigData EU |
| Sublicense rights | No |
| Territory of use | World Wide |
| Thematic Cluster | Human Mobility Analytics [HMA] |
| Time Coverage | 2011-05-01 /2011-05-31 |
| system:type | Dataset |
Management Info
| Field | Value |
|---|---|
| Author | Pellungrini Roberto |
| Maintainer | Pellungrini Roberto |
| Version | 1 |
| Last Updated | 29 November 2023, 17:42 (CET) |
| Created | 29 November 2023, 11:06 (CET) |