| name | data-analysis |
| description | Analyze datasets, generate charts, and create summary reports. Use when the user needs to work with CSV, Excel, or other tabular data formats for analysis or visualization. |
Data Analysis
When to use this skill
Use this skill when the user needs to:
- Analyze CSV or Excel files
- Generate charts and visualizations
- Calculate statistics and summaries
- Clean and transform data
How to analyze data
- Use pandas for data analysis:
import pandas as pd df = pd.read_csv('data.csv') summary = df.describe()
How to create visualizations
- Use matplotlib or seaborn for charts:
import matplotlib.pyplot as plt df.plot(kind='bar') plt.savefig('chart.png')