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Upload dataset

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README.md CHANGED
@@ -14,16 +14,54 @@ tags:
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  size_categories:
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  - 1K<n<10K
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  pretty_name: NBA Quarter Events
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- dataset_description: >-
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- Curated per-quarter NBA play-by-play sequences from the 2024-25 regular season,
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- designed for temporal point process (TPP) and marked temporal point process (MTPP)
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- modeling. Each sequence represents one quarter (Q1-Q4) of a single game, with the
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- prediction target being the play type of the next event. Sequences are filtered to
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- keep only quarters with 90-110 events, ensuring consistent sequence lengths. Rich
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- narrative type_text descriptions provide fully descriptive context shot style and
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- distance, make/miss results, offensive/defensive rebound classification, full team
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- names on every event, and timeout types — enabling an LLM to predict the next event
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- type from the sequence alone.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # NBA Quarter Events
 
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  size_categories:
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  - 1K<n<10K
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  pretty_name: NBA Quarter Events
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+ dataset_description: Curated per-quarter NBA play-by-play sequences from the 2024-25
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+ regular season, designed for temporal point process (TPP) and marked temporal point
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+ process (MTPP) modeling. Each sequence represents one quarter (Q1-Q4) of a single
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+ game, with the prediction target being the play type of the next event. Sequences
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+ are filtered to keep only quarters with 90-110 events, ensuring consistent sequence
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+ lengths. Rich narrative type_text descriptions provide fully descriptive context
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+ shot style and distance, make/miss results, offensive/defensive rebound classification,
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+ full team names on every event, and timeout types — enabling an LLM to predict the
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+ next event type from the sequence alone.
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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+ - split: validation
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+ path: data/validation-*
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+ - split: test
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+ path: data/test-*
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+ dataset_info:
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+ features:
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+ - name: seq_idx
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+ dtype: int64
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+ - name: seq_len
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+ dtype: int64
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+ - name: description
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+ dtype: string
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+ - name: metadata
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+ dtype: string
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+ - name: time_since_start
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+ list: float64
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+ - name: time_since_last_event
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+ list: float64
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+ - name: type_event
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+ list: string
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+ - name: type_text
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+ list: string
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+ splits:
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+ - name: train
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+ num_bytes: 40959139
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+ num_examples: 2296
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+ - name: validation
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+ num_bytes: 5104124
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+ num_examples: 286
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+ - name: test
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+ num_bytes: 5095473
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+ num_examples: 286
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+ download_size: 8628235
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+ dataset_size: 51158736
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  ---
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  # NBA Quarter Events
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