Generic Network Time Series Data Generator

Variants

Graph Type

Static Graphs:

Edges don't change over time

Dynamic Graphs:

Edges change over time

Node Type

Homogenous

Number of node features remain same for all nodes

Heterogenous

Number of node features is not constant for all nodes

Structure

Node Data

• timestamp: Can be used as integer indices or converted to timestamp in notebooks later
• node: Node ID
• feature: Node Feature ID
• value: Generated value in the range 0 to 1

Edge Data

• timestamp: Can be used as integer indices or converted to timestamp in notebooks later
• source: Source Node ID
• target: Target Node ID
• feature: Edge Feature ID
• value: Edge feature value

Note: This is exhaustive and pairs of source target not containing an edge has None as value

Progress

✅ Static - Homogenous