bitcoin_trust — Bitcoin OTC trust network (2017)
- Description
A who-trusts-whom network of users of Bitcoin OTC, an online over-the-counter marketplace for trading with Bitcoin. Since Bitcoin users are anonymous, the platform let members rate each other to build a record of reputation that helps prevent transactions with fraudulent or risky users. Nodes are users, and a directed edge $i \to j$ means that user $i$ rated user $j$, on a scale from -10 (total distrust) to +10 (total trust) in steps of 1 (a rating of 0 is not possible). The data, covering ratings made from November 2010 to January 2016, were collected and released by S. Kumar and collaborators.
The network has the following properties:
- Nodes:
name, the anonymized user identifier. - Edges:
rating, the rating (an integer from -10 to +10, excluding 0);time, the time of the rating, in seconds since the Unix epoch (a floating-point number, with sub-second resolution).
- Nodes:
- Tags
- Social Online Weighted Signed Timestamps
- Citation
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- S. Kumar, F. Spezzano, V.S. Subrahmanian, and C. Faloutsos, "Edge weight prediction in weighted signed networks." IEEE 16th International Conference on Data Mining (ICDM), 221-230 (2016) 10.1109/icdm.2016.0033 Sci-Hub
- Upstream URL OK
- http://snap.stanford.edu/data/soc-sign-bitcoinotc.html
- Networks
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Tip: hover over a column header for a description.
Column legend
- $\left<k\right>$
- Mean degree
- $\sigma_k$
- Standard deviation of the degrees
- $\lambda_h$
- Largest eigenvalue of the Hashimoto (non-backtracking) matrix
- $\tau$
- Random walk mixing time
- $r$
- Degree assortativity
- $c$
- Global clustering coefficient
- $\oslash$
- (Pseudo-) diameter
- $S$
- Relative size of the largest component
- NPs
- Node properties
- EPs
- Edge properties
- Ridiculograms*
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