vizexpln 0.1.0

Seamlessly combine the power of Jupyter Notebooks and AI to visualize, and interpret your data. A low-code tool for data visualization and interpretation

vizexpln

Description

A low-code tool for data visualization and interpretation that seamlessly combines the power of Jupyter Notebooks and AI. It provides an intuitive user interface on notebook that enables users to create visualizations, and generate insights from their data. This makes your exploratory data analysis simple and fast. Powered with Gemini multi-model to generate insights from your visualizations

Installation

To install vizexpln using pip, run the following command:

pip install vizexpln

Example Usage

Once package is installed, you can import the VizUI class and create an instance of it. The VizUI class takes a Pandas DataFrame as input and provides a user interface for creating visualizations, and generating insights. To generate insights from your plot, create a Gemini API key and add it in .env file at your notebook folder

GOOGLE_API_KEY = <add your key>
THIS IS OPTIONAL, You can still make visualizations

import pandas as pd
from vizexpln.UI import VizUI

# Load a Pandas DataFrame from a CSV file
df = pd.read_csv("abc.csv")

# Create an instance of the AnalysisUI class
ui = VizUI(df)

# Show the user interface
ui.show()