perspective-bi 0.1.0

A declarative business intelligence library designed for natural language interactions

Perspective BI

A declarative business intelligence library designed for natural language interactions. Perspective BI provides a clean, intuitive API for data transformation and visualization, making it easy to create beautiful dashboards from natural language queries.

Installation

pip install perspective-bi

Quick Start

import perspective_bi as px

# Load and transform data
sales_data = (
    px.DataSet('sales.csv')
    .filter(date='last_month')
    .aggregate(group_by=['category'])
    .sort_values('sales', ascending=False)
)

# Create visualization
chart = px.bar(
    data=sales_data,
    x='category', 
    y='sales',
    title='Sales by Category'
)

# Display in notebook or save
chart.show()

Features

• Declarative API: Simple, intuitive interface for data manipulation and visualization
• Natural Language Ready: Designed to work seamlessly with LLM-generated instructions
• Powerful Data Transformations: Built on pandas with an intuitive API
• Beautiful Visualizations: Leverages Plotly for interactive charts
• Flexible Data Sources: Support for CSV, Excel, and more

Documentation

DataSet Operations

• filter(): Filter data based on conditions
• aggregate(): Group and aggregate data
• sort_values(): Sort data by columns
• save(): Save transformed data

Visualizations

• bar(): Create bar charts
• line(): Create line charts
• scatter(): Create scatter plots
• pie(): Create pie charts

License

MIT License