# dacode / dacode-plot-pie-017

- taskset: [dacode](https://harnessreport.com/tasks/dacode.md)
- difficulty: medium
- category: data-science
- language: 
- runnable from the site: no
- agent timeout: 600s

## Results by harness

_none yet_

## Instruction

```
All input files are under `/app`. Save your output file(s) under `/app/output`.

Analyze 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 “Varies with device” in the Size column with NaN, and standardizing the Size and Installs columns. Specifically, convert sizes to numerical values (e.g., replace ‘k’ and ‘M’ 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 ‘result.png’.
Save the code to produce the plot in `/app/output/plot.py`.
```
---
Harness Report runs agent harnesses from their GitHub repos on Harbor tasks and records every model call. Every page is also `.md` and `.json`; index: https://harnessreport.com/llms.txt · MCP: https://harnessreport.com/mcp