Visualization ideas for data science

Related tags

Data VisualizationNuance
Overview

Nuance

I use Nuance to curate varied visualization thoughts during my data scientist career.
It is not yet a package but a list of small ideas. Welcome to test them out!

Why Nuance?

nuance n.
a subtle difference in meaning or opinion or attitude

How to use?

Please check instructions in the corresponding folder

List of ideas

  1. simple tree: visualize a sklearn Decision Tree

  2. sankey tree: visualize a sklearn Decision Tree

  3. sankey flow: visualize a sankey flow

  4. feature drift: visualize feature drift

       
Owner
Li Jiangchun
If I don't create, I don't understand.
Li Jiangchun
GitHub Repository
: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
A D3.js plugin that produces flame graphs from hierarchical data.

d3-flame-graph A D3.js plugin that produces flame graphs from hierarchical data. If you don't know what flame graphs are, check Brendan Gregg's post.

Martin Spier 740 Dec 29, 2022
Flame Graphs visualize profiled code

Flame Graphs visualize profiled code

Brendan Gregg 14.1k Jan 03, 2023
Splore - a simple graphical interface for scrolling through and exploring data sets of molecules

Scroll through and exPLORE molecule sets The splore framework aims to offer a si

3 Jun 18, 2022
cqMore is a CadQuery plugin based on CadQuery 2.1.

cqMore (under construction) cqMore is a CadQuery plugin based on CadQuery 2.1. Installation Please use conda to install CadQuery and its dependencies

Justin Lin 36 Dec 21, 2022
Peloton Stats to Google Sheets with Data Visualization through Seaborn and Plotly

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9 Jul 22, 2022
Package managers visualization

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Andrei Kashcha 1.4k Dec 22, 2022
UNMAINTAINED! Renders beautiful SVG maps in Python.

Kartograph is not maintained anymore As you probably already guessed from the commit history in this repo, Kartograph.py is not maintained, which mean

1k Dec 09, 2022
Plot-configurations for scientific publications, purely based on matplotlib

TUEplots Plot-configurations for scientific publications, purely based on matplotlib. Usage Please have a look at the examples in the example/ directo

Nicholas Krämer 487 Jan 08, 2023
FURY - A software library for scientific visualization in Python

Free Unified Rendering in Python A software library for scientific visualization in Python. General Information • Key Features • Installation • How to

169 Dec 21, 2022
erdantic is a simple tool for drawing entity relationship diagrams (ERDs) for Python data model classes

erdantic is a simple tool for drawing entity relationship diagrams (ERDs) for Python data model classes. Diagrams are rendered using the venerable Graphviz library.

DrivenData 129 Jan 04, 2023
This is a sorting visualizer made with Tkinter.

Sorting-Visualizer This is a sorting visualizer made with Tkinter. Make sure you've installed tkinter in your system to use this visualizer pip instal

Vishal Choubey 7 Jul 06, 2022
Flow-based visual scripting for Python

A simple visual node editor for Python Ryven combines flow-based visual scripting with Python. It gives you absolute freedom for your nodes and a simp

Leon Thomm 3.1k Jan 06, 2023
A grammar of graphics for Python

plotnine Latest Release License DOI Build Status Coverage Documentation plotnine is an implementation of a grammar of graphics in Python, it is based

Hassan Kibirige 3.3k Jan 01, 2023
Yata is a fast, simple and easy Data Visulaization tool, running on python dash

Yata is a fast, simple and easy Data Visulaization tool, running on python dash. The main goal of Yata is to provide a easy way for persons with little programming knowledge to visualize their data e

Cybercreek 3 Jun 28, 2021
A high performance implementation of HDBSCAN clustering. http://hdbscan.readthedocs.io/en/latest/

HDBSCAN Now a part of scikit-learn-contrib HDBSCAN - Hierarchical Density-Based Spatial Clustering of Applications with Noise. Performs DBSCAN over va

Leland McInnes 91 Dec 29, 2022
Gesture controlled media player

Media Player Gesture Control Gesture controller for media player with MediaPipe, VLC and OpenCV. Contents About Setup About A tool for using gestures

Atharva Joshi 2 Dec 22, 2021
Create charts with Python in a very similar way to creating charts using Chart.js

Create charts with Python in a very similar way to creating charts using Chart.js. The charts created are fully configurable, interactive and modular and are displayed directly in the output of the t

Nicolas H 68 Dec 08, 2022
Collection of scripts for making high quality beautiful math-related posters.

Poster Collection of scripts for making high quality beautiful math-related posters. The poster can have as large printing size as 3x2 square feet wit

Nattawut Phetmak 3 Jun 09, 2022
mysql relation charts

sqlcharts 自动生成数据库关联关系图 复制settings.py.example 重命名为settings.py 将数据库配置信息填入settings.DATABASE，目前支持mysql和postgresql 执行 python build.py -b，-b是读取数据库表结构，如果只更新匹

6 Aug 22, 2022