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
Bioinformatics tool for exploring RNA-Protein interactions

Explore RNA-Protein interactions. RNPFind is a bioinformatics tool. It takes an RNA transcript as input and gives a list of RNA binding protein (RBP)

Nahin Khan 3 Jan 27, 2022
A python script to visualise explain plans as a graph using graphviz

README Needs to be improved Prerequisites Need to have graphiz installed on the machine. Refer to https://graphviz.readthedocs.io/en/stable/manual.htm

Edward Mallia 1 Sep 28, 2021
python partial dependence plot toolbox

PDPbox python partial dependence plot toolbox Motivation This repository is inspired by ICEbox. The goal is to visualize the impact of certain feature

Li Jiangchun 723 Jan 07, 2023
Geospatial Data Visualization using PyGMT

Example script to visualize topographic data, earthquake data, and tomographic data on a map

Utpal Kumar 2 Jul 30, 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
PyPassword is a simple follow up to PyPassphrase

PyPassword PyPassword is a simple follow up to PyPassphrase. After finishing that project it occured to me that while some may wish to use that option

Scotty 2 Jan 22, 2022
Some useful extensions for Matplotlib.

mplx Some useful extensions for Matplotlib. Contour plots for functions with discontinuities plt.contour mplx.contour(max_jump=1.0) Matplotlib has pro

Nico Schlömer 519 Dec 30, 2022
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
View part of your screen in grayscale or simulated color vision deficiency.

monolens View part of your screen in grayscale or filtered to simulate color vision deficiency. Watch the demo on YouTube. Install with pip install mo

Hans Dembinski 31 Oct 11, 2022
A set of useful perceptually uniform colormaps for plotting scientific data

Colorcet: Collection of perceptually uniform colormaps Build Status Coverage Latest dev release Latest release Docs What is it? Colorcet is a collecti

HoloViz 590 Dec 31, 2022
Color scales in Python for humans

colorlover Color scales for humans IPython notebook: https://plot.ly/ipython-notebooks/color-scales/ import colorlover as cl from IPython.display impo

Plotly 146 Sep 25, 2022
Python script to generate a visualization of various sorting algorithms, image or video.

sorting_algo_visualizer Python script to generate a visualization of various sorting algorithms, image or video.

146 Nov 12, 2022
clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plot

clock_plot clock_plot provides a simple way to visualize timeseries data mapping 24 hours onto the 360 degrees of a polar plot. For usage, please see

12 Aug 24, 2022
Visualizing weather changes across the world using third party APIs and Python.

WEATHER FORECASTING ACROSS THE WORLD Overview Python scripts were created to visualize the weather for over 500 cities across the world at varying di

G Johnson 0 Jun 12, 2021
The interactive graphing library for Python (includes Plotly Express) :sparkles:

plotly.py Latest Release User forum PyPI Downloads License Data Science Workspaces Our recommended IDE for Plotly’s Python graphing library is Dash En

Plotly 12.7k Jan 05, 2023
Create a visualization for Trump's Tweeted Words Using Python

Data Trump's Tweeted Words This plot illustrates twitter word occurences. We already did the coding I needed for this plot, so I was very inspired to

7 Mar 27, 2022
Jupyter Notebook extension leveraging pandas DataFrames by integrating DataTables and ChartJS.

Jupyter DataTables Jupyter Notebook extension to leverage pandas DataFrames by integrating DataTables JS. About Data scientists and in fact many devel

Marek Čermák 142 Dec 28, 2022
GitHub English Top Charts

Help you discover excellent English projects and get rid of the interference of other spoken language.

kon9chunkit 529 Jan 02, 2023
Data visualization using matplotlib

Data visualization using matplotlib project instructions Top 5 Most Common Coffee Origins In this visualization I used data from Ankur Chavda on Kaggl

13 Oct 27, 2021
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews

hvPlot A high-level plotting API for the PyData ecosystem built on HoloViews. Build Status Coverage Latest dev release Latest release Docs What is it?

HoloViz 694 Jan 04, 2023