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  license: cc-by-4.0
 
 
 
 
 
 
 
 
 
 
 
 
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  license: cc-by-4.0
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+ task_categories:
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+ - text-classification
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+ language:
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+ - en
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+ tags:
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+ - code
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+ - debugging
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+ - behavioral-data
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+ - software-engineering
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+ pretty_name: DebugTraj-50K
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+ size_categories:
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+ - 100K<n<1M
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  ---
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+ # DebugTraj-50K: Developer Debugging Trajectory Dataset
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+
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+ 50,000 debugging sessions with 665,364 step-by-step behavioral events across 8 programming languages and 71 error types.
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+
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+ ## Load in one line
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+
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+ ```python
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+ import pandas as pd
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+ sessions = pd.read_csv("hf://datasets/pyofpython/debugtraj-50k/code_debugging_sessions_fixed.csv")
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+ events = pd.read_csv("hf://datasets/pyofpython/debugtraj-50k/code_debugging_events_fixed.csv")
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+ ```
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+
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+ ## What makes this unique
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+
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+ Most bug datasets only say "bug was fixed in 23 minutes."
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+ This dataset records every step taken during those 23 minutes — every compile, edit, search, test, and commit.
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+
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+ ## Files
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+
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+ | File | Rows | Description |
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+ |------|------|-------------|
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+ | code_debugging_sessions_fixed.csv | 50,000 | Session features (38 columns) |
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+ | code_debugging_events_fixed.csv | 665,364 | Event trajectories (9 columns) |
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+ | DATA_DICTIONARY_updated.md | — | Full column documentation |
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+
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+ ## Use cases
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+
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+ - Predict debugging time from early session features
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+ - Classify whether a session will succeed or be abandoned
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+ - Next-action prediction for AI coding assistants
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+ - Study junior vs senior developer behavior patterns
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @dataset{singh2026debugtraj,
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+ author = {Abhishek Singh},
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+ title = {DebugTraj-50K: Developer Debugging Trajectory Dataset},
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+ year = {2026},
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+ publisher = {HuggingFace},
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+ url = {https://huggingface.co/datasets/pyofpython/debugtraj-50k}
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+ }
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+ ```