The plottify package is makes matplotlib plots more legible

Related tags

Data Visualizationplottify
Overview

plottify

The plottify package is makes matplotlib plots more legible. It's a thin wrapper around matplotlib that automatically adjusts font sizes, scatter point sizes, line widths, etc. according to the figure size.

Installation

pip install plottify

Usage

The plottify interface is extremely simple and relies on one central function, autosize(). After you've created a plot, simply call autosize() and the sizes will be adjusted:

from plottify import autosize
import matplotlib.pyplot as plt

plt.scatter(x, y)
autosize()
plt.show()

If you have a matplotlib figure object, you can pass it as an argument to autosize:

autosize(fig)

Demonstration

By default, matplotlib sets the sizes of these objects to pre-specified values, regardless of the figure size. This can result in tiny fonts or sizes for larger figures:

scatterplot2020_default

Plottify's autosize function adjusts these sizes automatically to make them more legible:

scatterplot2020_autosized

When we change the figure size, plottify automatically adjusts the objects' sizes:

scatterplot33_autosized

scatterplot1010_autosized

scatterplot2020_autosized

Bugs and feature requests

Please report any bugs or feature requests as a GitHub issue.

You might also like...
Plot, scatter plots and histograms in the terminal using braille dots
Plot, scatter plots and histograms in the terminal using braille dots

Plot, scatter plots and histograms in the terminal using braille dots, with (almost) no dependancies. Plot with color or make complex figures - similar to a very small sibling to matplotlib. Or use the canvas to plot dots and lines yourself.

Tammo Ippen 207 Dec 30, 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
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
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
  • packaging improvements

    packaging improvements

    Content:

    • cleanup uncecessary import
    • cleanup repo clog
    • add a top level .gitignore file
    • migrate and complete install metadata from setup.py to setup.cfg
    • add a badge to your README that link to PyPI

    Notes: it is good practice to specify the minimal Python version you want to support in setup.cfg (or setup.py, I'm defaulting to setup.cfg because there are tools to help keep it tidy). I don't know what that version should be for this package, so I guessed 3.6, but feel free to edit this value.

    opened by neutrinoceros 1
  • Feature request: use with subplots

    Feature request: use with subplots

    autosize() is simply magical! But I am struggling to get it working with plt.subplots in matplotlib.

    My script goes like:

    fig, axis = plt.subplots(figsize=(6,6), ncols=4, nrows=4)
for i in range(0, 4):
            for j in range(0, 4):
            # a class that makes plots in certain axis:
           gec.PlotClsHDP(i, j, ax=axis[i,j], **kwargs)
autosize(fig)
plt.show()

    but the result is the following: Screenshot 2022-01-19 at 18 21 20

    opened by arthurmloureiro 1
Owner
Andy Jones
Andy Jones
GitHub Repository
A TileDB backend for xarray.

TileDB-xarray This library provides a backend engine to xarray using the TileDB Storage Engine. Example usage: import xarray as xr dataset = xr.open_d

TileDB, Inc. 14 Jun 02, 2021
Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization

Glumpy 1.1k Jan 05, 2023
Open-source demos hosted on Dash Gallery

Dash Sample Apps This repository hosts the code for over 100 open-source Dash apps written in Python or R. They can serve as a starting point for your

Plotly 2.7k Jan 07, 2023
Colormaps for astronomers

cmastro: colormaps for astronomers 🔭 This package contains custom colormaps that have been used in various astronomical applications, similar to cmoc

Adrian Price-Whelan 12 Oct 11, 2022
Typical: Fast, simple, & correct data-validation using Python 3 typing.

typical: Python's Typing Toolkit Introduction Typical is a library devoted to runtime analysis, inference, validation, and enforcement of Python types

Sean 171 Jan 02, 2023
Visualizations for machine learning datasets

Introduction The facets project contains two visualizations for understanding and analyzing machine learning datasets: Facets Overview and Facets Dive

PAIR code 7.1k Jan 07, 2023
script to generate HeN ipfs app exports of GLSL shaders

HeNerator A simple script to generate HeN ipfs app exports from any frag shader created with: GlslViewer GlslEditor The Book of Shaders glslCanvas VS

Patricio Gonzalez Vivo 22 Dec 21, 2022
A visualization tool made in Pygame for various pathfinding algorithms.

Pathfinding-Visualizer 🚀 A visualization tool made in Pygame for various pathfinding algorithms. Pathfinding is closely related to the shortest path

Aysha sana 7 Jul 09, 2022
These data visualizations were created for my introductory computer science course using Python

Homework 2: Matplotlib and Data Visualization Overview These data visualizations were created for my introductory computer science course using Python

Sophia Huang 12 Oct 20, 2022
ipyvizzu - Jupyter notebook integration of Vizzu

ipyvizzu - Jupyter notebook integration of Vizzu. Tutorial · Examples · Repository About The Project ipyvizzu is the Jupyter Notebook integration of V

Vizzu 729 Jan 08, 2023
A central task in drug discovery is searching, screening, and organizing large chemical databases

A central task in drug discovery is searching, screening, and organizing large chemical databases. Here, we implement clustering on molecular similarity. We support multiple methods to provide a inte

NVIDIA Corporation 124 Jan 07, 2023
Material for dataviz course at university of Bordeaux

Material for dataviz course at university of Bordeaux

Nicolas P. Rougier 50 Jul 17, 2022
visualize_ML is a python package made to visualize some of the steps involved while dealing with a Machine Learning problem

visualize_ML visualize_ML is a python package made to visualize some of the steps involved while dealing with a Machine Learning problem. It is build

Ayush Singh 164 Dec 12, 2022
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
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
Import, visualize, and analyze SpiderFoot OSINT data in Neo4j, a graph database

SpiderFoot Neo4j Tools Import, visualize, and analyze SpiderFoot OSINT data in Neo4j, a graph database Step 1: Installation NOTE: This installs the sf

Black Lantern Security 42 Dec 26, 2022
Smarthome Dashboard with Grafana & InfluxDB

Smarthome Dashboard with Grafana & InfluxDB This is a complete overhaul of my Raspberry Dashboard done with Flask. I switched from sqlite to InfluxDB

6 Oct 20, 2022
A Python-based non-fungible token (NFT) generator built using Samilla and Matplotlib

PyNFT A Pythonic NF (non-fungible token) generator built using Samilla and Matplotlib Use python pynft.py [amount] The intention behind this generato

Ayush Gundawar 6 Feb 07, 2022
Missing data visualization module for Python.

missingno Messy datasets? Missing values? missingno provides a small toolset of flexible and easy-to-use missing data visualizations and utilities tha

Aleksey Bilogur 3.4k Dec 29, 2022
Interactive Dashboard for Visualizing OSM Data Change

Dashboard and intuitive data downloader for more interactive experience with interpreting osm change data.

1 Feb 20, 2022