{"task": {"agent_timeout": 600, "task": "dacode-plot-scatter-013", "verifier_timeout": 600, "instruction": "All input files are under `/app`. Save your output file(s) under `/app/output`.\n\nExamine how job categories are distributed across different years of experience. Clean the dataset by grouping the job categories and calculating the frequency of each category by year. Convert job categories to numerical values for plotting. Create a scatter plot following plot.yaml guidelines to visualize this relationship, and save it as \u2018result.png\u2019.\nSave the code to produce the plot in `/app/output/plot.py`.", "memory": "4096m", "runnable": false, "difficulty": "medium", "language": "", "cpus": 1, "instruction_truncated": false, "category": "data-science", "compose": false, "has_solution": true, "oracle": null, "docker_image": "", "taskset": "dacode", "tags": ["data-processing", "coding", "plot", "plot-scatter"]}, "runs": []}