Welcome to exploralytics documentation!
=====================================
A powerful toolkit for data exploration and visualization using Plotly.
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:target: https://badge.fury.io/py/exploralytics
:alt: PyPI version
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:target: https://exploralytics.readthedocs.io/en/latest/?badge=latest
:alt: Documentation Status
Features
--------
* Interactive data visualization with Plotly backend
* Consistent styling and modern design
* Easy-to-use API for common visualization tasks
* Support for various plot types:
- Histograms (single and multiple)
- Bar plots with customizable highlighting
- Correlation analysis plots
- Multi-subplot layouts
Quick Start
-----------
Installation
^^^^^^^^^^^
.. code-block:: bash
pip install exploralytics
Basic Usage
^^^^^^^^^^
.. code-block:: python
from exploralytics import Visualizer
# Initialize the visualizer
viz = Visualizer(
color="#2E75B6",
height=400,
width=800,
title_bold=True
)
# Create a simple histogram
fig = viz.plot_histogram(
df,
x_col='values',
title='Distribution of Values'
)
# Display the plot
fig.show()
.. toctree::
:maxdepth: 2
:caption: User Guide
installation
usage
visualization
examples
.. toctree::
:maxdepth: 2
:caption: API Reference
api
Links
-----
* `PyPI Package `_
* `Source Code `_
* `Issue Tracker `_
Indices and tables
==================
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`