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
Facebook open graph api implementation using the Django web framework in python

Django Facebook by Thierry Schellenbach (mellowmorning.com) Status Django and Facebook are both rapidly changing at the moment. Meanwhile, I'm caught

Thierry Schellenbach 1.4k Dec 29, 2022
An implementation of webhook used to notify GitHub repository events to DingTalk.

GitHub to DingTask An implementation of webhook used to notify GitHub repository events to DingTalk.

Prodesire 5 Oct 02, 2022
A Python library for the Buildkite API

PyBuildkite A Python library and client for the Buildkite API. Usage To get the package, execute: pip install pybuildkite Then set up an instance of

Peter Yasi 29 Nov 30, 2022
A Telegram Video Watermark Adder Bot in Pyrogram by @AbirHasan2005

Watermark-Bot A Telegram Video Watermark Adder Bot by @AbirHasan2005 Features: Save Custom Watermark Image. Auto Resize Watermark According to Video q

Abir Hasan 95 Nov 20, 2022
A Tool to scrape URLs for a given domain from wayback machine, Commoncrawl and OTX Alienvault

Mr_URL Mr.URL fetches known URLs for a given domain from Wayback Machine, Commoncrawl and OTX Alienvault. It also finds old versions of any given URL

Stinger 9 Sep 05, 2022
Neofetch/pfetch, but for weather

Wfetch Neofetch/pfetch, but for weather Features Information about the weather outside: Weather condition Temperature Humidity Pressure Wind Sunrise-s

G_cat 72 Nov 18, 2022
Some 3Commas helper bots, AltRank, GalaxyScore, Watchlist, Auto-Compound

3Commas Cyber Bot Helpers A collection of 3Commas bot helpers I wrote. (collection will grow over time) Disclaimer THE SOFTWARE IS PROVIDED "AS IS", W

Ron Klinkien 176 Jan 02, 2023
A chatbot that helps you set price alerts for your amazon products.

Amazon Price Alert Bot Description A Telegram chatbot that helps you set price alerts for amazon products. The bot checks the price of your watchliste

Rittik Basu 24 Dec 29, 2022
Hydro Quebec API wrapper.

HydroQC Hydro Quebec API wrapper. This is a package to access some functionalities of Hydro Quebec API that are not documented. Documentation https://

Olivier BEAU 9 Dec 02, 2022
Async wrapper over hentaichan.live

hentai-chan-api-async is a small asynchronous parser library that will allow you to easily use manga from https://hentaichan.live Recommended to use python3.7+

7 Dec 15, 2022
Python Bot that attends classes, answers polls, and then again waits for classes to start.

LPU_myclass_Bot LPU_myclass_Bot is a Python bot that waits for class to start, attends class, answers polls, and then again waits for another class to

Saurabh Kumar 6 Apr 07, 2022
A multi exploit instagram exploitation framework

Instagram Exploitation Framework About IEF Is an open source Instagram Exploitation Framework with various Exploits that could be used to mod your pro

Instagram Exploitation Framework - BirdSecurity 1 May 23, 2022
Improved file host. Change of interface and storage: 15 GB available.

File hosting v2 Improved file host. Change of interface and storage: 15 GB available. This app now uses the Google API to store, view, and delete file

Sarusman 1 Jan 18, 2022
A simple language translator with python and google translate api

Language translator with python A simple language translator with python and google translate api Install pip and python 3.9. All the required depende

0 Nov 11, 2021
Discord Remote Administration Tool fully written in Python3.

DiscordRAT Discord Remote Administration Tool fully written in Python3. This is a RAT controlled over Discord with over 50 post exploitation modules.

hozzywozzy 2 Feb 06, 2022
Telegram Reporter

[Telegram Reporter v.3 ] 🇮🇷 AliCybeRR 🇮🇷 [ AliCybeRR.Reporter feature ] Login Your Telegram account 👽 support Termux ❕ No Limits ⚡ Secure 🔐 Free

AliCybeRR 1 Jun 08, 2022
Telegram Bot For Screenshot Generation.

Screenshotit_bot Telegram Bot For Screenshot Generation. Description An attempt to implement the screenshot generation of telegram files without downl

1 Nov 06, 2021
trading strategy for freqtrade crypto bot it base on CDC-ActionZone

ft-action-zone trading strategy for freqtrade crypto bot it base on CDC-ActionZone Indicator by piriya33 Clone The Repository if you just clone this r

Miwtoo 17 Aug 13, 2022
RedFish API Toolkit

RedFish API Toolkit RedFish API Toolkit Build Status GitHub Actions Travis CI Requirements requirements.txt requirements-dev.txt Dependencies Document

Larry Smith Jr. 1 Nov 20, 2021
Die wichtigsten APIs Deutschlands in einem Python Paket.

Deutschland A python package that gives you easy access to the most valuable datasets of Germany. Installation pip install deutschland Geographic data

Bundesstelle fĂźr Open Data 921 Jan 08, 2023