Welcome to the official documentation for PlotSense - an AI-powered data visualization assistant that helps data professionals and analysts create smarter, faster, and more explainable visualizations.
PlotSense is an AI-powered assistant that transforms how you approach data visualization. It analyzes your datasets, recommends optimal chart types, generates visualizations with a single command, and provides intelligent explanations of your plots.
- AI Visualization Recommendations: Get intelligent suggestions for the best chart types based on your data structure
- One-Click Plot Generation: Create beautiful visualizations instantly from recommendations
- AI-Powered Explanations: Understand your data through natural language insights
- Multiple Plot Types: Support for scatter, bar, histogram, boxplot, pie charts, and more
- Pandas Integration: Seamless workflow with your existing data analysis pipeline
from plotsense import recommender
from plotsense import plotgen
from plotsense import explainer
import pandas as pd
# Load your data
df = pd.read_csv("your_data.csv")
# Get AI recommendations
suggestions = recommender(df)
# Generate a plot
plot = plotgen(df, suggestions.iloc[0])
# Get AI explanation
explanation = explainer(plot)
print(explanation)If you encounter any issues or have questions, please:
- Check our Troubleshooting Guide
- Visit our GitHub repository
- Submit an issue on GitHub
PlotSense is licensed under the Apache License 2.0.