erc20-dtam / README.md
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metadata
dataset_info:
  - config_name: edge_neighbors
    features:
      - name: token_address
        dtype: large_string
      - name: edge_idx
        dtype: int32
      - name: incoming_neighbors
        dtype: large_string
      - name: outgoing_neighbors
        dtype: large_string
    splits:
      - name: train
        num_bytes: 6436046808
        num_examples: 11117878
    download_size: 549838846
    dataset_size: 6436046808
  - config_name: edges
    features:
      - name: token_address
        dtype: large_string
      - name: chain_id
        dtype: int32
      - name: sender
        dtype: large_string
      - name: recipient
        dtype: large_string
      - name: block_number
        dtype: int64
      - name: log_index
        dtype: int64
      - name: timestamp
        dtype: int64
      - name: edge_idx
        dtype: int32
      - name: edge_id
        dtype: int32
      - name: transfer_value
        dtype: float64
      - name: harmonic_transfer_value
        dtype: float64
      - name: long_term_accumulated_incoming_transfer_frequency_rate
        dtype: float64
      - name: short_term_accumulated_incoming_transfer_frequency_rate
        dtype: float64
      - name: accumulated_incoming_transfer_degree
        dtype: float64
      - name: long_term_accumulated_outgoing_transfer_frequency_rate
        dtype: float64
      - name: short_term_accumulated_outgoing_transfer_frequency_rate
        dtype: float64
      - name: accumulated_outgoing_transfer_degree
        dtype: float64
    splits:
      - name: train
        num_bytes: 2779469500
        num_examples: 11117878
    download_size: 798250312
    dataset_size: 2779469500
  - config_name: graph_state
    features:
      - name: token_address
        dtype: large_string
      - name: chain_id
        dtype: int32
      - name: processed_at
        dtype: int64
      - name: node_count
        dtype: int32
      - name: edge_count
        dtype: int32
    splits:
      - name: train
        num_bytes: 10245690
        num_examples: 146367
    download_size: 6765175
    dataset_size: 10245690
  - config_name: labels
    features:
      - name: contract
        dtype: large_string
      - name: t1_label
        dtype: large_string
    splits:
      - name: train
        num_bytes: 5865
        num_examples: 85
    download_size: 4904
    dataset_size: 5865
  - config_name: nodes
    features:
      - name: token_address
        dtype: large_string
      - name: chain_id
        dtype: int32
      - name: node
        dtype: large_string
      - name: degree_centrality
        dtype: float64
      - name: indegree_centrality
        dtype: float64
      - name: outdegree_centrality
        dtype: float64
      - name: betweenness_centrality
        dtype: float64
      - name: closeness_centrality
        dtype: float64
      - name: eigenvector_centrality
        dtype: float64
      - name: katz_centrality
        dtype: float64
      - name: clustering_coefficient
        dtype: float64
      - name: long_term_incoming_transfer_frequency
        dtype: float64
      - name: short_term_incoming_transfer_frequency
        dtype: float64
      - name: long_term_outgoing_transfer_frequency
        dtype: float64
      - name: short_term_outgoing_transfer_frequency
        dtype: float64
    splits:
      - name: train
        num_bytes: 1386403200
        num_examples: 6932016
    download_size: 379014877
    dataset_size: 1386403200
configs:
  - config_name: edge_neighbors
    data_files:
      - split: train
        path: edge_neighbors/train-*
  - config_name: edges
    data_files:
      - split: train
        path: edges/train-*
  - config_name: graph_state
    data_files:
      - split: train
        path: graph_state/train-*
  - config_name: labels
    data_files:
      - split: train
        path: labels/train-*
  - config_name: nodes
    data_files:
      - split: train
        path: nodes/train-*