A Google Charts API for Python, meant to be used as an alternative to matplotlib.

Overview

GooPyCharts

A Google Charts API for Python 2 and 3, meant to be used as an alternative to matplotlib. Syntax is similar to MATLAB. The goal of this project is to make an easy to use graphing utility for the most common graphical use cases.

Python (Web Browser) Screenshot

Alt text

Jupyter Screenshot

Alt text

You can find a Jupyter notebook with examples here. A Python script with examples can be found here.

Installation and use

GooPyCharts can be installed with pip using the following command:

pip install gpcharts

Alternately, you can put gpcharts.py in your working directory or library path. Then, import gpcharts to your Python code:

from gpcharts import figure

That's it. To get started, you can plot and display a simple graph with the following code:

fig1 = figure()
fig1.plot([8,7,6,5,4])

This will open the chart in a Jupyter notebook if you're using one. If you aren't, it will open a webpage in your default browser with the plot.

For more examples, see testGraph.py. Examples include scatter plots, adding titles/plot labels, and datetime graphs. For simple bar and histogram examples, see testGraph_barAndHist.py. For a jupyter notebook example, see gpcharts test.ipynb. The example does not display properly in Github, but the file should work if you download it and then do "Cell->Run All."

For timeseries, use as your x-axis the following format (as a string): 'yyyy-mm-dd HH:MM:SS'. The 'HH:MM:SS' is optional, but be consistent throughout your input. GooPyCharts will take care of the rest.

Each kind of chart has a number of possible configuration options provided by the Google Chart API and GooPyCharts allows you to use any combination of them via keywork arguments. For example, to show a line chart without a legend and with straight lines between each of the po, you can write:

f1 = figure()
f1.plot([1,2], legend="'none'", curveType="'straight'")

You can determine the name of the keyword arguments by consulting the Google Charts API documentation for each chart, such as the Line Chart. You'll notice that the example strings above are surrounded by single quotes. You are injecting a literal JavaScript option into the chart, so the final drawChart method will have single quotes around the option. This can be somewhat inconvenient, but it is necessary because certain options require dictionaries.

You can use these customization features to overwrite the default options within GooPyCharts. The default GooPyCharts curveType is 'function', which produces curved lines, but the example above replaces that with the Google Charts API default, which is not curved.

Features

  • line, scatter, bar, column, and histogram plots
  • plot multiple columns in one call
  • tooltips
  • easy access to best fit line for scatter plots
  • full access to the charts' configuration options
  • save figure as HTML or PNG
  • save data to CSV
  • zooming (click and drag to zoom, right-click to reset zoom)
  • log scale for y-axis
  • automatic datetime/string/numeric detection on x-axis input (a huge pain point in both MATLAB and matplotlib)
  • Easy webpage integration (just copy and paste the HTML/Javascript from the output HTML file)
    • To get the HTML in code, cast a figure object to str. The figure.get_drawChart method returns just the JavaScript function that draws the chart.
  • Jupyter notebook integration

Some Rules

  • Headers are column titles. The dependent variable header will be the title of the x axis, and the other headers will appear in the legend.
  • If you have headers on your dependent variables, make sure to also have a header on the independent variable.
  • The header on the x axis will overwrite the x label. The y label is independent and is not assigned any header.
  • If you want to do some fancy math using NumPy and then plot a NumPy array, use the tolist() function to convert the array to a Python list.

Comparisons to Matplotlib and MATLAB

See the README's compareToMatplotlib.md and compareToMATLAB.md.

Please report bugs to me and I'll do my best to fix them in short order.

Comments
  • Updates allowing retrieval of JS code, column chart

    Updates allowing retrieval of JS code, column chart

    So, first, apologies for this being so big. I needed a column chart and the ability to get the JS code and each change followed from there.

    All of the changes are essentially backwards compatible. The biggest change is that the chart methods no longer automatically open the Jupyter notebook or web browser on every call. dispFile() (or its new alias, show) needs to be called explicitly unless the nb parameter of the chart method is True.

    This change allows stuff like the following:

    >>> fig1 = figure()
    >>> fig1.plot([1,2,3,4])
    >>> str(fig1)
    [The page source]
    >>> fig1.get_drawChart()
    [The JS code of just the drawChart method]
    >>> fig1.show()
    [write the file, open the notebook/web browser]
    >>> fig1.write()
    [just write the file]
    >>> fig1.nb()
    [open in notebook]
    >>> fig1.wb()
    [open in browser]
    

    So, the obvious way this is not 100% backwards compatible is that anything relying on the chart to appear directly after plot is called now needs to be followed by show. All code using the methods like plot_nb works with no change because I retained the chart method parameter nb, as explained above.

    Another change is that dispFile now automatically detects if you are in a notebook. If you are, it displays in the notebook by calling nb(). If you are not, it opens in a web browser. The boolean parameter nb on this method now does nothing, and raises a DeprecationWarning if you're running the code with python -W on.

    Also, I moved the templates out of the gpcharts.py file because they were in the way. Because this package in intended to be installed via PIP, there's no specific benefit to keeping those in the main file.

    opened by lethargilistic 3
  • PIP version breaks

    PIP version breaks

    opened by lethargilistic 2
  • fix the broken link of image file in the README.md

    fix the broken link of image file in the README.md

    I tried to use the backslash \ to fix the broken image link, but for some reason that wasn't working as well. So then I looked at how other files in the "assets" directory are named. And followed the same convention. And now the README.md is fixed.

    Before

    screenshot from 2017-09-03 21-55-46

    After

    screenshot from 2017-09-03 22-03-56

    opened by anshulxyz 1
  • Allow access to arbitrary options from Google Charts API

    Allow access to arbitrary options from Google Charts API

    The new feature

    This uses **kwargs to allow a user to specify arbitrary options to the plot methods, opening up all the customization potential of the Google Charts API. Here's some example usage.

    Neither of these figures will have legends:

    from gpcharts import figure
    
    f1 = figure()
    f1.plot([1,2], legend="'none'")
    
    f2 = figure()
    op = {'legend':"'none'"}
    f2.scatter([1,2,3],**op)
    
    

    An interesting consequence

    fig.plot(xdata=data, curveType="'asdfasdf'")
    

    If there is more than one instance of a key within the JavaScript options dictionary, the last assignment of the key is used. That means these options can override GooPyCharts default settings. Users can do whatever they want!

    As you know, GooPyCharts defaults to curveType = 'function'. Any invalid string (like this example's asdfasdf) makes Google Chart API use its default behavior: straight lines. You could, of course, also write 'straight lines', but, for this demonstration's purposes, that would obfuscate what's really going on.

    opened by lethargilistic 0
  • Fixing Python4 compatibility issue

    Fixing Python4 compatibility issue

    It is presumed that Python4 will be mostly, if not completely, backwards compatible with Python3. At the same time, it will not revert to Python2 compatibility. As such, Python3 patches like this should also be written to be seen by future versions of Python, so they're less likely to break with that eventual update.

    opened by lethargilistic 0
  • Trendline conflict possible

    Trendline conflict possible

    I realized this after reviewing the code the other day, but a line like this is possible:

    fig5.scatter([1,2,3,4,5],[[1,5],[2,4],[3,3],[4,2],[5,1]],
                 trendline=True, trendlines="{}")
    

    This is a chart where we indicate that we use the trendline option, but also provide an empty trendlines option as an "other" option. No trendline appears.

    Under the hood, the trendline option is added before other options, so the other options take precedence and the conflict is possible.

    So the question is: do we care? It seems like a really niche thing that could only be unintentional, but it is still possible.

    opened by lethargilistic 0
Releases(v1.3.3)
Owner
Sagnik Ghosh
Sagnik Ghosh
Simple script to ban bots at Twitch chats using a text file as a source.

AUTOBAN 🇺🇸 English version Simple script to ban bots at Twitch chats using a text file as a source. How to use Windows Go to releases for further in

And Paiva 5 Feb 06, 2022
This is the Best Calculator Bot!

CalculatorBot This is the Best Calculator Bot! Deploy on Heroku Variables API_HASH Your API Hash from my.telegram.org API_ID Your API ID from my.teleg

2 Dec 04, 2021
D-Ticket is a discord bot for ticket system

D-Ticket Discord Bot D-Ticket is a discord bot for ticket management system. This is not final product is currently being in development stay connecte

DeViL 1 Jan 06, 2022
The community bot for the Python Discord community

Python Utility Bot This project is a Discord bot specifically for use with the Python Discord server. It provides numerous utilities and other tools t

Python Discord 998 Jan 03, 2023
Rhythm bot clone for discord written in Python and uses YouTube to get media files.

Tunebot About Rhythm bot clone for discord written in Python and uses YouTube to get media files. Usage You need a .env file within the same directory

1 Oct 21, 2021
MassReportBot - Discord Mass Report Bot By Dropout

Discord Mass Report Bot By Dropout Discord Report Bot, Just Re-Made The "Admin R

vanis / 1800 0 Jan 20, 2022
Wrapper for the Swiss Parliament API for Python

swissparlpy This module provides easy access to the data of the OData webservice of the Swiss parliament. Table of Contents Installation Usage Get tab

Stefan Oderbolz 8 Jun 13, 2022
The easiest way to deploy this Bot

How To Host The easiest way to deploy this Bot Update Channe

Isekai Reszz 1 Jan 23, 2022
Cool Discord bot for you

BountyBot Баунти – современный бот созданный с целью сделать ваш сервер лучше! В кратце В нем присутствует множество основных и интересных функций, та

Leestarb Original 1 Nov 22, 2021
An open-source Discord Bot Project based on programming!

An open-source Discord Bot Project based on programming!

Vladimer Moore 2 Aug 22, 2022
We propose the adversarial blur attack (ABA) against visual object tracking.

ABA We propose the adversarial blur attack (ABA) against visual object tracking. The ICCV link: https://arxiv.org/abs/2107.12085 and, https://openacce

Qing Guo 13 Dec 01, 2022
Music cog for discord bots. Supports YouTube, YoutubeMusic, SoundCloud and Spotify.

dismusic Music cog for discord bots. Supports YouTube, YoutubeMusic, SoundCloud and Spotify. Installation python3 -m pip install dismusic Usage from d

Md Shahriyar Alam 59 Jan 08, 2023
An Open Source ALL-In-One Telegram RoBot, that can do lot of things.

URL Uploader Bot An Open Source ALL-In-One Telegram RoBot, that can do lot of things. My Features Installation The Easy Way You can also tap the Deplo

NT BOTS 1 Oct 23, 2021
CSUL Discord Bot

Cruzeiro This is the same old bot running on the Discord Server of CSUL, but i've changed the code. It's better now. Discord.py Heroku How i did The b

Operaho 6 Jan 31, 2022
My attempt to reverse the Discord nitro token generation function.

discord-theory-I PART: I My attempt to reverse the Discord nitro token generation function. The Nitro generation tools thing is common in Discord now,

Jakom 29 Aug 14, 2022
Replace sequence_IDs in gff3 based on given genome.fasta

gff-rename Replace the sequence IDs in a gff3 file with a set of provided sequence IDs from a genom.fasta. This is useful when a gff3 file is retrieve

tolkit 1 Nov 12, 2021
Faster Twitch Alerts is a highly customizable, lightning-fast alternative to Twitch's slow mobile notification system

Faster Twitch Alerts What is "Faster Twitch Alerts"? Faster Twitch Alerts is a highly customizable, lightning-fast alternative to Twitch's slow mobile

6 Dec 22, 2022
A simple telegram bot to save restricted content with custom thumbmail support by Mahesh Chauhan

Save Restricted Content Bot A simple telegram bot to save restricted content with custom thumbmail support by Mahesh Chauhan. Variables API_ID API_HAS

Mahesh Chauhan 532 Jan 02, 2023
Balanced API library in python.

Balanced Online Marketplace Payments v1.x requires Balanced API 1.1. Use v0.x for Balanced API 1.0. Installation pip install balanced Usage View Bala

Balanced 70 Oct 04, 2022
❤️ Hi There Im EzilaX ❤️ A next gen powerful telegram group manager bot 😱 for manage your groups and have fun with other cool modules Made By Sadew Jayasekara 🔥

❤️ EzilaX v1 ❤️ Unmaintained. The new repo of @EzilaXBot is Public. (It is no longer based on this source code. The completely rewritten bot available

Sadew Jayasekara 18 Nov 24, 2021