This package creates clean and beautiful matplotlib plots that work on light and dark backgrounds

Related tags

Data Visualizationpythonmatplotlibplottingmatplotlib-styles
Overview

dufte-logo

Da kiekste, wa?

PyPi Version Anaconda Cloud PyPI pyversions GitHub stars PyPi downloads

gh-actions codecov LGTM Code style: black

This package creates clean and beautiful plots that work on light and dark backgrounds. Inspired by the work of Edward Tufte.

To use, simply select the dufte style:

import dufte
import matplotlib.pyplot as plt

# global setting:
plt.style.use(dufte.style)

# with a context manager:
with plt.style.context(dufte.style_bar):
    # ...
    pass

Check out dufte.legend(), dufte.ylabel(), and dufte.show_bar_values() for more duftiness.

Comparison with default Matplotlib

See here for how to create the below plots.
matplotlib dufte with dufte.legend()
matplotlib dufte dufte with dufte.show_bar_values()

Further reading:

Projects using dufte:

Background

xdoc

The position $x_i$ of the line annotations is computed as the solution of a non-negative least-squares problem

\begin{align}
\frac{1}{2}\sum_i (x_i - t_i)^2 \to \min_x,\\
(x_i - x_j)^2 \ge a^2 \quad \forall i,j.
\end{align}

where $a$ is the minimum distance between two entries and $t_i$ is the target position.

Testing

To run the dufte unit tests, check out this repository and type

pytest

License

This software is published under the GPLv3 license.

You might also like...
Standardized plots and visualizations in Python
Standardized plots and visualizations in Python

Standardized plots and visualizations in Python pltviz is a Python package for standardized visualization. Routine and novel plotting approaches are f

Andrew Tavis McAllister 0 Jul 9, 2022
Example scripts for generating plots of Bohemian matrices
Example scripts for generating plots of Bohemian matrices

Bohemian Eigenvalue Plotting Examples This repository contains examples of generating plots of Bohemian eigenvalues. The examples in this repository a

Bohemian Matrices 5 Nov 12, 2022
Moscow DEG 2021 elections plots
Moscow DEG 2021 elections plots

Построение графиков на основе публичных данных о ДЭГ в Москве в 2021г. Описание Скрипты в данном репозитории позволяют собственноручно построить графи

null 9 Jul 15, 2022
This plugin plots the time you spent on a tag as a histogram.
This plugin plots the time you spent on a tag as a histogram.

This plugin plots the time you spent on a tag as a histogram.

Tom Dörr 7 Sep 9, 2022
Generate
Generate "Jupiter" plots for circular genomes

jupiter Generate "Jupiter" plots for circular genomes Description Python scripts to generate plots from ViennaRNA output. Written in "pidgin" python w

Robert Edgar 2 Nov 29, 2021
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
YOPO is an interactive dashboard which generates various standard plots.
YOPO is an interactive dashboard which generates various standard plots.

YOPO is an interactive dashboard which generates various standard plots.you can create various graphs and charts with a click of a button. This tool uses Dash and Flask in backend.

ADARSH C 38 Dec 20, 2022
This component provides a wrapper to display SHAP plots in Streamlit.
This component provides a wrapper to display SHAP plots in Streamlit.

streamlit-shap This component provides a wrapper to display SHAP plots in Streamlit.

Snehan Kekre 30 Dec 10, 2022
Shaded 😎 quantile plots
Shaded 😎 quantile plots

shadyquant 😎 This python package allows you to quantile and plot lines where you have multiple samples, typically for visualizing uncertainty. Your d

Mehrad Ansari 13 Sep 29, 2022
Comments
  • Bottom Spine and Log Tick Locations

    Bottom Spine and Log Tick Locations

    First of all - congrats on your great module perfplot that uses this style. Although I myself am a great fan of removing chartjunk I guess that less in sometimes more even in trying to do less that is indeed more in many cases.

    What I mean is that removing the bottom spine (and left spine if no gridlines are used) and using only sparse tick labels doesn't increase readability, on contrary it can make things much worse:

    import dufte
import matplotlib
import matplotlib.pyplot as plt

matplotlib.style.use(dufte.style)

plt.xscale('log')
plt.yscale('log')
plt.plot([15,50,95], [11,90,95])
plt.title('dufte style')
plt.tight_layout()

         



    I admit this is a specifically constructed minimal example but the reason behind it is that I ended up with such a perfplot where we have just one grid line in the middle of the chart (kind of visually dividing the chart into two halves) and a single x tick label floating in the middle of free space. grafik.

    So my proposal is

    • always show the bottom spine (easy)
    • adjust the tick locators for log scales (I don't have a universal idea but the goal is to always have more than just one single number which is quite meaningless as you don't have a reference, you can't assess the scale of the whole axis).
    opened by StefRe 5
  • use of dufte with tikzplotlib?

    use of dufte with tikzplotlib?

    I have been using your tikzplotlib for a while and just discovered dufte! Very nice!

    I would like to use this with tikzplotlib to get the legend style here. Am I missing the command or does this indeed not work?

    opened by e-dub 2
Releases(v0.2.29)
Owner
Nico Schlömer
Mathematics, numerical analysis, scientific computing, Python. Always interested in new problems.
Nico Schlömer
GitHub Repository
A Graph Learning library for Humans

A Graph Learning library for Humans These novel algorithms include but are not limited to: A graph construction and graph searching class can be found

Richard Tjörnhammar 1 Feb 08, 2022
A python script editor for napari based on PyQode.

napari-script-editor A python script editor for napari based on PyQode. This napari plugin was generated with Cookiecutter using with @napari's cookie

Robert Haase 9 Sep 20, 2022
HM02: Visualizing Interesting Datasets

HM02: Visualizing Interesting Datasets This is a homework assignment for CSCI 40 class at Claremont McKenna College. Go to the project page to learn m

Qiaoling Chen 11 Oct 26, 2021
This is a web application to visualize various famous technical indicators and stocks tickers from user

Visualizing Technical Indicators Using Python and Plotly. Currently facing issues hosting the application on heroku. As soon as I am able to I'll like

4 Aug 04, 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
basemap - Plot on map projections (with coastlines and political boundaries) using matplotlib.

Basemap Plot on map projections (with coastlines and political boundaries) using matplotlib. ⚠️ Warning: this package is being deprecated in favour of

Matplotlib Developers 706 Dec 28, 2022
Tools for exploratory data analysis in Python

Dora Exploratory data analysis toolkit for Python. Contents Summary Setup Usage Reading Data & Configuration Cleaning Feature Selection & Extraction V

Nathan Epstein 599 Dec 25, 2022
High performance, editable, stylable datagrids in jupyter and jupyterlab

An ipywidgets wrapper of regular-table for Jupyter. Examples Two Billion Rows Notebook Click Events Notebook Edit Events Notebook Styling Notebook Pan

J.P. Morgan Chase 75 Dec 15, 2022
Resources for teaching & learning practical data visualization with python.

Practical Data Visualization with Python Overview All views expressed on this site are my own and do not represent the opinions of any entity with whi

Paul Jeffries 98 Sep 24, 2022
Visualize data of Vietnam's regions with interactive maps.

Plotting Vietnam Development Map This is my personal project that I use plotly to analyse and visualize data of Vietnam's regions with interactive map

1 Jun 26, 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
ICS-Visualizer is an interactive Industrial Control Systems (ICS) network graph that contains up-to-date ICS metadata

ICS-Visualizer is an interactive Industrial Control Systems (ICS) network graph that contains up-to-date ICS metadata (Name, company, port, user manua

QeeqBox 2 Dec 13, 2021
Info for The Great DataTas plot-a-thon

The Great DataTas plot-a-thon Datatas is organising a Data Visualisation competition: The Great DataTas plot-a-thon We will be using Tidy Tuesday data

2 Nov 21, 2021
Blender addon that creates a temporary window of any type from the 3D View.

CreateTempWindow2.8 Blender addon that creates a temporary window of any type from the 3D View. Features Can the following window types: 3D View Graph

3 Nov 27, 2022
Easily convert matplotlib plots from Python into interactive Leaflet web maps.

mplleaflet mplleaflet is a Python library that converts a matplotlib plot into a webpage containing a pannable, zoomable Leaflet map. It can also embe

Jacob Wasserman 502 Dec 28, 2022
This Crash Course will cover all you need to know to start using Plotly in your projects.

Plotly Crash Course This course was designed to help you get started using Plotly. If you ever felt like your data visualization skills could use an u

Fábio Neves 2 Aug 21, 2022
3D-Lorenz-Attractor-simulation-with-python

3D-Lorenz-Attractor-simulation-with-python Animação 3D da trajetória do Atrator de Lorenz, implementada em Python usando o método de Runge-Kutta de 4ª

Hevenicio Silva 17 Dec 08, 2022
A dashboard built using Plotly-Dash for interactive visualization of Dex-connected individuals across the country.

Dashboard For The DexConnect Platform of Dexterity Global Working prototype submission for internship at Dexterity Global Group. Dashboard for real ti

Yashasvi Misra 2 Jun 15, 2021
Data-FX is an addon for Blender (2.9) that allows for the visualization of data with different charts

Data-FX Data-FX is an addon for Blender (2.9) that allows for the visualization of data with different charts Currently, there are only 2 chart option

Landon Ferguson 20 Nov 21, 2022
Some problems of SSLC ( High School ) before outputs and after outputs

Some problems of SSLC ( High School ) before outputs and after outputs 1] A Python program and its output (output1) while running the program is given

Fayas Noushad 3 Dec 01, 2021