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
Export Statistics for a Telegram Group Chat

Telegram Statistics Export Statistics for a Telegram Group Chat How to Run First, in main repo directory, run the following code to add src to your PY

Ali Hejazizo 22 Dec 05, 2022
🔍 📊 Look up information about anime, manga and much more directly in Discord!

AniSearch The source code of the AniSearch Discord Bot. Contribute You have an idea or found a bug? Open a new issue with detailed explanation. You wa

私はレオンです 19 Dec 07, 2022
Microservice to extract structured information on EVM smart contracts.

Contract Serializer Microservice to extract structured information on EVM smart contract. Why? Modern NFT contracts may have different names for getPr

WeBill.io 8 Dec 19, 2022
Dashbot is an application for showing the trade in U.S. Trade Market

Dashbot is an application for showing the trade in U.S. Trade Market (e.g., 4:00am to 8:00pm Eastern Time for the US market using Intraday data using Mercury..

Ahmed Nabil 2 Jan 27, 2022
Example-bot-discord - Example bot discord xD

example-python-bot-discord Clone this repository Grab a token on Discord's devel

Amitminer 1 Mar 14, 2022
Remedy when Amazon ECR is not running basic scans for container CVEs.

Welcome to your CDK Python project! This is a blank project for Python development with CDK. The cdk.json file tells the CDK Toolkit how to execute yo

4n6ir 4 Nov 05, 2022
A Python library for the Docker Engine API

Docker SDK for Python A Python library for the Docker Engine API. It lets you do anything the docker command does, but from within Python apps – run c

Docker 6.1k Jan 03, 2023
Baota-docker - Deploying baota panel via docker

baota-docker Deploying baota panel via docker. 通过docker一键部署宝塔面板。 一、前言 好像很多人对这个感兴

Mr. Cat 15 Dec 12, 2022
Ethereum transactions and wallet information for people you follow on Twitter.

ethFollowing Ethereum transactions and wallet information for people you follow on Twitter. Set up Setup python environment (requires python 3.8): vir

Brian Donohue 2 Dec 28, 2021
Twitter bot code can be found in twitterBotAPI.py

NN Twitter Bot This github repository is BASED and is yanderedev levels of spaghetti Neural net code can be found in alexnet.py. Despite the name, it

167 Dec 19, 2022
Powerful and Async API for AnimeWorld.tv 🚀

Powerful and Async API for AnimeWorld.tv 🚀

1 Nov 13, 2021
An NFTGenerator to generate NFTs and send them to nft.storage

NFTGenerator Table of Contents Overview Installation Introduction Features Reflection Issues & bug reports Show your support Credits Overview The NFTG

3 Mar 14, 2022
The Python SDK for the Rackspace Cloud

pyrax Python SDK for OpenStack/Rackspace APIs DEPRECATED: Pyrax is no longer being developed or supported. See openstacksdk and the rackspacesdk plugi

PyContribs 238 Sep 21, 2022
Simple web-based hcaptcha bypass

Hcaptcha-Bypass !!! If you found this useful, please click the STAR button !!! Simple web-based hcaptcha bypass Just a demonstration right now, and yo

Kieronia 4 Oct 06, 2021
Telegram bot to stream videos in telegram voicechat for both groups and channels.

Telegram bot to stream videos in telegram voicechat for both groups and channels. Supports live streams, YouTube videos and telegram media. With record stream support, Schedule streams, and many more

SOCIAL MECHANIC 4 Nov 13, 2022
Async boto3 with Autogenerated Data Classes

awspydk Async boto3 with Autogenerated JIT Data Classes Motivation This library is forked from an internal project that works with a lot of backend AW

1 Dec 05, 2021
🖥️ Python - P1 Monitor API Asynchronous Python Client

🖥️ Asynchronous Python client for the P1 Monitor

Klaas Schoute 9 Dec 12, 2022
twitter bot tha uses tweepy library class to connect to TWITTER API

TWITTER-BOT-tweepy- twitter bot that uses tweepy library class to connect to TWITTER API replies to mentions automatically and follows the tweet.autho

Muziwandile Nkomo 2 Jan 08, 2022
Live Coding - Mensageria na AWS com Amazon SNS e Amazon SQS

Live Coding - Mensageria na AWS com Amazon SNS e Amazon SQS Repositório para o Live Coding do dia 08/12/2021 Serviços utilizados Amazon SNS Amazon SQS

Cassiano Ricardo de Oliveira Peres 3 Mar 01, 2022
An API that allows you to get full information about TikTok videos

TikTok-API An API that allows you to get full information about TikTok videos without using any third party sources and only the TikTok API. ##API onl

FC 13 Dec 20, 2021