The plottify package is makes matplotlib plots more legible

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.

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

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

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.

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

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

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.

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.

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

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
Movie recommendation using RASA, TigerGraph

Demo run: The below video will highlight the runtime of this setup and some sample real-time conversations using the power of RASA + TigerGraph, Steps

Sudha Vijayakumar 3 Sep 10, 2022
Pyan3 - Offline call graph generator for Python 3

Pyan takes one or more Python source files, performs a (rather superficial) static analysis, and constructs a directed graph of the objects in the combined source, and how they define or use each oth

Juha Jeronen 235 Jan 02, 2023
Lime: Explaining the predictions of any machine learning classifier

lime This project is about explaining what machine learning classifiers (or models) are doing. At the moment, we support explaining individual predict

Marco Tulio Correia Ribeiro 10.3k Dec 29, 2022
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
The windML framework provides an easy-to-use access to wind data sources within the Python world, building upon numpy, scipy, sklearn, and matplotlib. Renewable Wind Energy, Forecasting, Prediction

windml Build status : The importance of wind in smart grids with a large number of renewable energy resources is increasing. With the growing infrastr

Computational Intelligence Group 125 Dec 24, 2022
A simple, fast, extensible python library for data validation.

Validr A simple, fast, extensible python library for data validation. Simple and readable schema 10X faster than jsonschema, 40X faster than schematic

kk 209 Sep 19, 2022
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

9 Jul 15, 2022
Data Visualization Guide for Presentations, Reports, and Dashboards

This is a highly practical and example-based guide on visually representing data in reports and dashboards.

Anton Zhiyanov 395 Dec 29, 2022
This project is created to visualize the system statistics such as memory usage, CPU usage, memory accessible by process and much more using Kibana Dashboard with Elasticsearch.

System Stats Visualizer This project is created to visualize the system statistics such as memory usage, CPU usage, memory accessible by process and m

Vishal Teotia 5 Feb 06, 2022
Custom ROI in Computer Vision Applications

EasyROI Helper library for drawing ROI in Computer Vision Applications Table of Contents EasyROI Table of Contents About The Project Tech Stack File S

43 Dec 09, 2022
HW 02 for CS40 - matplotlib practice

HW 02 for CS40 - matplotlib practice project instructions https://github.com/mikeizbicki/cmc-csci040/tree/2021fall/hw_02 Drake Lyric Analysis Bar Char

13 Oct 27, 2021
股票行情实时数据接口-A股,完全免费的沪深证券股票数据-中国股市,python最简封装的API接口

股票行情实时数据接口-A股,完全免费的沪深证券股票数据-中国股市,python最简封装的API接口,包含日线,历史K线,分时线,分钟线,全部实时采集,系统包括新浪腾讯双数据核心采集获取,自动故障切换,STOCK数据格式成DataFrame格式,可用来查询研究量化分析,股票程序自动化交易系统.为量化研究者在数据获取方面极大地减轻工作量,更加专注于策略和模型的研究与实现。

dev 572 Jan 08, 2023
The open-source tool for building high-quality datasets and computer vision models

The open-source tool for building high-quality datasets and computer vision models. Website • Docs • Try it Now • Tutorials • Examples • Blog • Commun

Voxel51 2.4k Jan 07, 2023
A small tool to test and visualize protein embeddings and amino acid proportions.

polyprotein_stats A small tool to test and visualize protein embeddings and amino acid proportions. Currently deployed on streamlit.io. Given a set of

2 Jan 07, 2023
Make visual music sheets for thatskygame (graphical representations of the Sky keyboard)

sky-python-music-sheet-maker This program lets you make visual music sheets for Sky: Children of the Light. It will ask you a few questions, and does

21 Aug 26, 2022
Sprint planner considering JIRA issues and google calendar meetings schedule.

Sprint planner Sprint planner is a Python script for planning your Jira tasks based on your calendar availability. Installation Use the package manage

Apptension 2 Dec 05, 2021
Graphical visualizer for spectralyze by Lauchmelder23

spectralyze visualizer Graphical visualizer for spectralyze by Lauchmelder23 Install Install matplotlib and ffmpeg. Put ffmpeg.exe in same folder as v

Matthew 1 Dec 21, 2021
Domain Connectivity Analysis Tools to analyze aggregate connectivity patterns across a set of domains during security investigations

DomainCAT (Domain Connectivity Analysis Tool) Domain Connectivity Analysis Tool is used to analyze aggregate connectivity patterns across a set of dom

DomainTools 34 Dec 09, 2022
Extract and visualize information from Gurobi log files

GRBlogtools Extract information from Gurobi log files and generate pandas DataFrames or Excel worksheets for further processing. Also includes a wrapp

Gurobi Optimization 56 Nov 17, 2022
A Jupyter - Leaflet.js bridge

ipyleaflet A Jupyter / Leaflet bridge enabling interactive maps in the Jupyter notebook. Usage Selecting a basemap for a leaflet map: Loading a geojso

Jupyter Widgets 1.3k Dec 27, 2022