Sparkling Pandas

Overview

buildstatus

SparklingPandas

SparklingPandas aims to make it easy to use the distributed computing power of PySpark to scale your data analysis with Pandas. SparklingPandas builds on Spark's DataFrame class to give you a polished, pythonic, and Pandas-like API.

Documentation

See SparklingPandas.com.

Videos

An early version of Sparkling Pandas was discussed in Sparkling Pandas - using Apache Spark to scale Pandas - Holden Karau and Juliet Hougland

Requirements

The primary requirement of SparklingPandas is that you have a recent (v1.4 currently) version of Spark installed - http://spark.apache.org and Python 2.7.

Using

Make sure you have the SPARK_HOME environment variable set correctly, as SparklingPandas uses this for including the PySpark libraries

Other than that you can install SparklingPandas with pip and just import it.

State

This is in early development. Feedback is taken seriously and is seriously appreciated. As you can tell, us SparklingPandas are a pretty serious bunch.

Support

Check out our Google group at https://groups.google.com/forum/#!forum/sparklingpandas

A Python Library for Self Organizing Map (SOM)

SOMPY A Python Library for Self Organizing Map (SOM) As much as possible, the structure of SOM is similar to somtoolbox in Matlab. It has the followin

Vahid Moosavi 497 Dec 29, 2022
Glue is a python project to link visualizations of scientific datasets across many files.

Glue Glue is a python project to link visualizations of scientific datasets across many files. Click on the image for a quick demo: Features Interacti

675 Dec 09, 2022
Open-questions - Open questions for Bellingcat technical contributors

Open questions for Bellingcat technical contributors These are difficult, long-term projects that would contribute to open source investigations at Be

Bellingcat 234 Dec 31, 2022
A GUI for Pandas DataFrames

PandasGUI A GUI for analyzing Pandas DataFrames. Demo Installation Install latest release from PyPi: pip install pandasgui Install directly from Githu

Adam 2.8k Jan 03, 2023
The visual framework is designed on the idea of module and implemented by mixin method

Visual Framework The visual framework is designed on the idea of module and implemented by mixin method. Its biggest feature is the mixins module whic

LEFTeyes 9 Sep 19, 2022
A Python library for plotting hockey rinks with Matplotlib.

Hockey Rink A Python library for plotting hockey rinks with Matplotlib. Installation pip install hockey_rink Current Rinks The following shows the cus

24 Jan 02, 2023
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
In-memory Graph Database and Knowledge Graph with Natural Language Interface, compatible with Pandas

CogniPy for Pandas - In-memory Graph Database and Knowledge Graph with Natural Language Interface Whats in the box Reasoning, exploration of RDF/OWL,

Cognitum Octopus 34 Dec 13, 2022
A GUI for Pandas DataFrames

About Demo Installation Usage Features More Info About PandasGUI is a GUI for viewing, plotting and analyzing Pandas DataFrames. Demo Installation Ins

Adam Rose 2.8k Dec 24, 2022
`charts.css.py` brings `charts.css` to Python. Online documentation and samples is available at the link below.

charts.css.py charts.css.py provides a python API to convert your 2-dimension data lists into html snippet, which will be rendered into charts by CSS,

Ray Luo 3 Sep 23, 2021
Functions for easily making publication-quality figures with matplotlib.

Data-viz utils 📈 Functions for data visualization in matplotlib 📚 API Can be installed using pip install dvu and then imported with import dvu. You

Chandan Singh 16 Sep 15, 2022
Set of matplotlib operations that are not trivial

Matplotlib Snippets This repository contains a set of matplotlib operations that are not trivial. Histograms Histogram with bins adapted to log scale

Raphael Meudec 1 Nov 15, 2021
PanGraphViewer -- show panenome graph in an easy way

PanGraphViewer -- show panenome graph in an easy way Table of Contents Versions and dependences Desktop-based panGraphViewer Library installation for

16 Dec 17, 2022
A python package for animating plots build on matplotlib.

animatplot A python package for making interactive as well as animated plots with matplotlib. Requires Python = 3.5 Matplotlib = 2.2 (because slider

Tyler Makaro 394 Dec 18, 2022
Generate visualizations of GitHub user and repository statistics using GitHub Actions.

GitHub Stats Visualization Generate visualizations of GitHub user and repository statistics using GitHub Actions. This project is currently a work-in-

JoelImgu 3 Dec 14, 2022
An(other) implementation of JSON Schema for Python

jsonschema jsonschema is an implementation of JSON Schema for Python. from jsonschema import validate # A sample schema, like what we'd get f

Julian Berman 4k Jan 04, 2023
This Crash Course will cover all you need to know to start using Plotly in your projects.

Plotly Crash Course This course was designed to help you get started using Plotly. If you ever felt like your data visualization skills could use an u

Fábio Neves 2 Aug 21, 2022
termplotlib is a Python library for all your terminal plotting needs.

termplotlib termplotlib is a Python library for all your terminal plotting needs. It aims to work like matplotlib. Line plots For line plots, termplot

Nico Schlömer 553 Dec 30, 2022
Generate visualizations of GitHub user and repository statistics using GitHub Actions.

GitHub Stats Visualization Generate visualizations of GitHub user and repository statistics using GitHub Actions. This project is currently a work-in-

Aditya Thakekar 1 Jan 11, 2022
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