{"task": {"agent_timeout": 600, "task": "dacode-plot-pie-017", "verifier_timeout": 600, "instruction": "All input files are under `/app`. Save your output file(s) under `/app/output`.\n\nAnalyze the Google Play Store Apps dataset to calculate the ratio of free to paid apps. Clean the dataset by handling missing values, removing rows with missing data, replacing \u201cVaries with device\u201d in the Size column with NaN, and standardizing the Size and Installs columns. Specifically, convert sizes to numerical values (e.g., replace \u2018k\u2019 and \u2018M\u2019 with 10^3 and 10^6) and remove commas and plus signs from Installs. Create a pie chart based on the app type distribution 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-pie"]}, "runs": []}