victor-dataanalysis
Data Analysis vertical for Victor AI - Data processing, analysis, and visualization
Features
📊 Data Processing Data cleaning and preparation Format conversion and normalization
Missing value handling 🔬 Statistical Analysis Descriptive statistics
Hypothesis testing Correlation and regression 📈 Visualization
Chart and graph generation Interactive dashboards Statistical plots
Installation
# Install with Victor core
pip install victor-ai
# Install dataanalysis vertical
pip install victor-dataanalysis
Quick Start
from victor.framework import Agent
# Create agent with dataanalysis vertical
agent = await Agent.create(
provider="anthropic",
model="claude-3-opus-20240229",
vertical="dataanalysis"
)
Available Tools
Once installed, the dataanalysis vertical provides these tools:
- pandas_analyze - Analyze dataframes
- data_clean - Clean data
- visualize - Create charts
- stats_analysis - Statistical tests
License
Apache License 2.0 - see LICENSE for details.
Links
- Victor AI: https://github.com/vijay-singh/codingagent
- Documentation: https://docs.victor.dev/verticals/dataanalysis
- Victor Registry: https://github.com/vjsingh1984/victor-registry
1 maintainer
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