Data Analysis
by kitproj
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.
Skill Details
Repository Files
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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')
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