floweaver

by ricklupton

ricklupton / floweaver

View flow data as Sankey diagrams

240 Stars 73 Forks Last release: almost 3 years ago (v1.1.7) MIT License 162 Commits 12 Releases

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.. image:: docs/_static/logo.png :alt: floWeaver :align: center :width: 697 :height: 222 :target: https://github.com/ricklupton/floweaver

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by

Rick Lupton 
_ and
Contributors
_

Many kinds of data can be thought of as 'flows': energy and materials moving through industry, money flowing through the economy, telephone lines moving between providers, voters moving between parties. floWeaver helps you to exchange and analyse flow data and visualise it using

Sankey diagrams
_.

For example, here is some data on flows of fruit from farms to customers:

.. image:: docs/demo_table.png

With floWeaver you can visualise this as a variety of Sankey diagrams depending on what you want to show:

.. image:: docs/demo_animation/demo.gif

Although there are a variety of tools for working with flow data and Sankey diagrams in particular contexts, there are no open data formats for sharing data between tools and domains. We aim to provide a common data format and data converters to support interoperability and open data.

You are free to copy, modify, and distribute floWeaver with attribution under the terms of the MIT license. See the

LICENSE 
_ file for details. If you find it useful please acknowledge that by citing floWeaver (
see below 
_).

Get started using floWeaver

floWeaver is a Python package, but you can successfully use it as a data analysis tool even without too much familiarity with Python. The best way to get started is to use it in a

Jupyter notebook 
_ (more advanced users can use it outside the notebook environment to export JSON/SVG but this is still under development; see
this comment
_).

๐Ÿš€ Try floWeaver online with no installation:

Quickstart tutorial on Binder
_.

To install floWeaver locally, you need Python 3 installed (you might want to install it using

Anaconda or Miniconda 
); see the
installation page
for full details.

Installation using conda


You can install floweaver using conda:

.. code-block:: console

conda install -c conda-forge floweaver

You likely also want

ipysankeywidget 
_ to show Sankey diagrams in the Jupyter notebook. Install it using conda:

.. code-block:: console

conda install -c conda-forge ipysankeywidget

(that's it โ€” the jupyter nbextensions are enabled automatically when using conda)

Installation using pip


Alternatively, you can install floweaver using pip:

.. code-block:: console

pip install floweaver

You likely also want

ipysankeywidget 
_ to show Sankey diagrams in the Jupyter notebook. Install this using pip and enable:

.. code-block:: console

pip install ipysankeywidget jupyter nbextension enable --py --sys-prefix ipysankeywidget

ipywidgets also needs to be enabled. You might have already done this, but missing it out is a common cause of problems so it doesn't hurt to do it again!

.. code-block:: console

jupyter nbextension enable --py --sys-prefix widgetsnbextension

Quickstart tutorial


To get started, open the

quickstart tutorial 
_ in Jupyter notebook and step through the notebook cells to produce the fruit example shown above.

Find out more ๐Ÿ“–


Tutorials, cookbook examples, and API documentation are all available on ReadTheDocs
_

If you have a question that isn't answered please

open an issue on GitHub
, if there isn't one there already. You can also use the
Gitter chatroom 
for discussion and questions.

Contributing ๐ŸŽ

Thanks for your interest in contributing! There are many ways to contribute to floWeaver: sharing examples of work done using it, suggestions for improving the documentation, examples of things that are more difficult than they should be or don't work, as well as actual fixes to code and documentation. To get started see

CONTRIBUTING.md 
_ and our
code of
conduct 
_.

We have a

detailed Roadmap 
_ showing what we are working on up to May 2018; beyond that there is the
longer-term Roadmap 
. We also have
good first issues grouped by type of contribution 
.

How does it work?

floWeaver builds on the approach described in the paper

Hybrid Sankey diagrams:
Visual analysis of multidimensional data for understanding resource use
. It uses
ipysankeywidget 
and
d3-sankey-diagram 
_ for actually drawing the Sankey diagrams.

.. image:: docs/project_components.png

Citing floWeaver

If floweaver has been significant in a project that leads to a publication, please acknowledge that by citing the paper linked above:

R. C. Lupton and J. M. Allwood, โ€˜Hybrid Sankey diagrams: Visual analysis of multidimensional data for understanding resource useโ€™, Resources, Conservation and Recycling, vol. 124, pp. 141โ€“151, Sep. 2017. DOI: 10.1016/j.resconrec.2017.05.002

and/or citing the software itself; you can

get a citation of the latest version from Zenodo 
_.

Contributors

  • Leo Paoli (documentation)
  • Konstantin Stadler (issues & use in IOA)
  • Dhanuka Lakshan
  • Andreas Fehlner
  • Elliott Sales de Andrade
  • @abmakko (the logo)
  • Chris Barnes (@clbarnes)

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