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+ GNN dataset

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  1. gnn_dataset/README.md +40 -0
  2. gnn_dataset/edges_all/edges.parquet +3 -0
  3. gnn_dataset/edges_by_month/month=2015-08/edges.parquet +3 -0
  4. gnn_dataset/edges_by_month/month=2015-09/edges.parquet +3 -0
  5. gnn_dataset/edges_by_month/month=2015-10/edges.parquet +3 -0
  6. gnn_dataset/edges_by_month/month=2015-11/edges.parquet +3 -0
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  8. gnn_dataset/edges_by_month/month=2016-01/edges.parquet +3 -0
  9. gnn_dataset/edges_by_month/month=2016-02/edges.parquet +3 -0
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  29. gnn_dataset/edges_by_month/month=2017-10/edges.parquet +3 -0
  30. gnn_dataset/edges_by_month/month=2017-11/edges.parquet +3 -0
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  42. gnn_dataset/edges_by_month/month=2018-11/edges.parquet +3 -0
  43. gnn_dataset/edges_by_month/month=2018-12/edges.parquet +3 -0
  44. gnn_dataset/edges_by_month/month=2019-01/edges.parquet +3 -0
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  46. gnn_dataset/edges_by_month/month=2019-03/edges.parquet +3 -0
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  49. gnn_dataset/edges_by_month/month=2019-06/edges.parquet +3 -0
  50. gnn_dataset/edges_by_month/month=2019-07/edges.parquet +3 -0
gnn_dataset/README.md ADDED
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+ # 🕸 Ethereum Transaction Graph Dataset (GNN)
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+
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+ This dataset represents **Ethereum transactions as edges** between addresses.
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+ It is designed for Graph Neural Networks (GNN), both **static embeddings** and **temporal graph learning**.
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+
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+ ---
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+
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+ ## 📑 Contents
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+
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+ - `edges_all/edges.parquet` — all transactions (full edge list).
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+ - `edges_by_week/week=YYYY-Www/edges.parquet` — weekly slices.
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+ - `edges_by_month/month=YYYY-MM/edges.parquet` — monthly slices.
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+ - `meta/{week,month}_window_meta.parquet` — time window ranges and statistics.
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+ - `labels/targets_global.parquet` — labeled addresses `(node_id, is_scam, is_contract, address)`.
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+ - `mapping/address_id_map_labels.parquet` — `(address, node_id)` mapping.
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+ - `targets/{week,month}_targets.parquet` — labeled nodes active in each window.
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+
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+ ---
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+
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+ ## 🔑 Edge Schema
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+
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+ | Field | Type | Units | Description |
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+ |------------------|--------|----------|-------------|
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+ | src_id | UInt64 | — | Source node ID (hash of lowercase Ethereum address). |
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+ | dst_id | UInt64 | — | Destination node ID (hash of lowercase Ethereum address). |
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+ | ts | Int64 | seconds | Unix timestamp of the transaction (UTC). |
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+ | value_wei | STRING | wei | Transaction value in wei (exact decimal stored as string). |
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+ | tx_fee_wei | STRING | wei | Transaction fee in wei (exact decimal stored as string). |
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+ | block_number | Int64 | block | Ethereum block number of the transaction. |
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+ | contract_creation| Bool | — | True if transaction created a smart contract. |
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+ | tx_hash | STRING | hex | Unique transaction hash. |
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+
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+ ---
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+
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+ ## Notes
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+
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+ - Transactions are **not filtered**: all edges included.
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+ - **Supervision**: loss computed only on labeled addresses.
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+ - **Dynamic GNN**: use `edges_by_week/` or `edges_by_month/`.
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+ - **Static embeddings**: use `edges_all/edges.parquet`.
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