Simple plotting for Python. Python wrapper for D3xter - render charts in the browser with simple Python syntax.

Overview

PyDexter

Simple plotting for Python. Python wrapper for D3xter - render charts in the browser with simple Python syntax.

Examples

Setup

$ pip install PyDexter
$ python
>>> from PyDexter import PyDexter
>>> pydex = PyDexter()

API & Examples

Histogram

import numpy as np

nums = np.random.rand(1000)
pydex.hist(nums)

Scatter

import numpy as np
x = np.random.rand(100)
y = x * 2

pydex.scatter(x)

# or

pydex.scatter(x, y)

Plot

import numpy as np

pydex.plot({
  'labels': ['some points', 'a line'],
  'datasets': [
    {
      'x': list(range(100)),
      'y': np.random.rand(100),
    },
    {
      'x': [0, 99],
      'y': [0, 1],
      'color': 'black',
      'line': 'true'
    }
  ]
})

Pie

pydex.pie({
  'values': [1, 2, 3, 4],
  'labels': ['a', 'b', 'c', 'd']
})

Timeline

pydex.timeline([
  { 'date': '1914-07-28', 'label': 'WW1' },
  { 'date': '1939', 'label': 'WW2' },
  { 'date': '1950-01-01', 'label': 'The Fifties'},
  { 'date': '1950-01-01', 'label': 'A Date Collision'},
])

Bar Chart

pydex.bar({
  'labels': ["A", "B", "C"],
  'groups': ["first", "second", "third"],
  'datasets': [
    {
      'values': [1, 2, 3],
      'color': 'red'
    },
    {
      'values': [4, 3, 1],
      'color': 'blue'
    },
    {
      'values': [2, 2, 5],
    }
  ]
})

Configuration

pydex.configure({
  'height': 500,
  'width': 700,
  'title': 'My First Chart',
  'xLab': 'x-axis label',
  'yLab': 'y-axis label'
})
A streamlit component for bi-directional communication with bokeh plots.

Streamlit Bokeh Events A streamlit component for bi-directional communication with bokeh plots. Its just a workaround till streamlit team releases sup

Ashish Shukla 123 Dec 25, 2022
:bowtie: Create a dashboard with python!

Installation | Documentation | Gitter Chat | Google Group Bowtie Introduction Bowtie is a library for writing dashboards in Python. No need to know we

Jacques Kvam 753 Dec 22, 2022
CPG represent!

CoolPandasGroup CPG represent! Arianna Brandon Enne Luan Tracie Project requirements: use Pandas to clean and format datasets use Jupyter Notebook to

Enne 3 Feb 07, 2022
`charts.css.py` brings `charts.css` to Python. Online documentation and samples is available at the link below.

charts.css.py charts.css.py provides a python API to convert your 2-dimension data lists into html snippet, which will be rendered into charts by CSS,

Ray Luo 3 Sep 23, 2021
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

Visdom A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Python. Overview Concepts Setup Usage API To

FOSSASIA 9.4k Jan 07, 2023
Design your own matplotlib stylefile interactively

Tired of playing with font sizes and other matplotlib parameters every time you start a new project or write a new plotting function? Want all you plots have the same style? Use matplotlib configurat

yobi byte 207 Dec 08, 2022
A simple script that displays pixel-based animation on GitHub Activity

GitHub Activity Animator This project contains a simple Javascript snippet that produces an animation on your GitHub activity tracker. The project als

16 Nov 15, 2021
Visualize and compare datasets, target values and associations, with one line of code.

In-depth EDA (target analysis, comparison, feature analysis, correlation) in two lines of code! Sweetviz is an open-source Python library that generat

Francois Bertrand 2.3k Jan 05, 2023
A curated list of awesome Dash (plotly) resources

Awesome Dash A curated list of awesome Dash (plotly) resources Dash is a productive Python framework for building web applications. Written on top of

Luke Singham 1.7k Dec 26, 2022
A Python function that makes flower plots.

Flower plot A Python 3.9+ function that makes flower plots. Installation This package requires at least Python 3.9. pip install

Thomas Roder 4 Jun 12, 2022
A Python wrapper of Neighbor Retrieval Visualizer (NeRV)

PyNeRV A Python wrapper of the dimensionality reduction algorithm Neighbor Retrieval Visualizer (NeRV) Compile Set up the paths in Makefile then make.

2 Aug 29, 2021
VDLdraw - Batch plot the log files exported from VisualDL using Matplotlib

VDLdraw Batch plot the log files exported from VisualDL using Matplotlib. At pre

Yizhou Chen 5 Sep 26, 2022
flask extension for integration with the awesome pydantic package

Flask-Pydantic Flask extension for integration of the awesome pydantic package with Flask. Installation python3 -m pip install Flask-Pydantic Basics v

249 Jan 06, 2023
Attractors is a package for simulation and visualization of strange attractors.

attractors Attractors is a package for simulation and visualization of strange attractors. Installation The simplest way to install the module is via

Vignesh M 45 Jul 31, 2022
Fast 1D and 2D histogram functions in Python

About Sometimes you just want to compute simple 1D or 2D histograms with regular bins. Fast. No nonsense. Numpy's histogram functions are versatile, a

Thomas Robitaille 237 Dec 18, 2022
Apache Superset is a Data Visualization and Data Exploration Platform

Apache Superset is a Data Visualization and Data Exploration Platform

The Apache Software Foundation 49.9k Jan 02, 2023
Bokeh Plotting Backend for Pandas and GeoPandas

Pandas-Bokeh provides a Bokeh plotting backend for Pandas, GeoPandas and Pyspark DataFrames, similar to the already existing Visualization feature of

Patrik Hlobil 822 Jan 07, 2023
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.

30-Days-of-ML-Kaggle 🔥 About the Hands On Program 💻 Machine learning beginner → Kaggle competitor in 30 days. Non-coders welcome The program starts

Roja Achary 145 Jan 01, 2023
Python wrapper for Synoptic Data API. Retrieve data from thousands of mesonet stations and networks. Returns JSON from Synoptic as Pandas DataFrame

☁ Synoptic API for Python (unofficial) The Synoptic Mesonet API (formerly MesoWest) gives you access to real-time and historical surface-based weather

Brian Blaylock 23 Jan 06, 2023
This is a Cross-Platform Plot Manager for Chia Plotting that is simple, easy-to-use, and reliable.

Swar's Chia Plot Manager A plot manager for Chia plotting: https://www.chia.net/ Development Version: v0.0.1 This is a cross-platform Chia Plot Manage

Swar Patel 1.3k Dec 13, 2022