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# JupyterLab Demonstration | ||
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This repository contains some demonstrations of | ||
[JupyterLab](https://github.com/jupyter/jupyterlab), the next generation user interface of Project Jupyter. | ||
[JupyterLab](https://github.com/jupyter/jupyterlab), the next | ||
generation user interface of Project Jupyter. | ||
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# Installation | ||
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To install all of the files needed for the demo, run: | ||
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make demo | ||
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This demo will need the latest development master of the following | ||
packages: | ||
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* jupyterlab (https://github.com/jupyter/jupyterlab) | ||
* jupyterlab_geojson (https://github.com/jupyter/jupyterlab_geojson) | ||
* jupyterlab_vega (https://github.com/altair-viz/jupyterlab_vega) | ||
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Additionally, if you want to run Altair in the Jupyter Notebooks, you will need | ||
this branch of altair: | ||
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* altair (https://github.com/ellisonbg/altair/tree/jupyterlab) | ||
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# Demo guide | ||
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The basic outline of the JupyterLab demo is described in the file `jupyterlab.md`. | ||
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A basic description of Altair can be found in the file `altair.md`. |
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# Altair | ||
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A delarative statistical visualization library for Python. | ||
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https://altair-viz.github.io/index.html | ||
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* Brian Granger | ||
* Jake VanderPlas | ||
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# Why? | ||
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* Lots of visualization options in Python | ||
- Matplotlib | ||
- Seaborn | ||
- Bokeh | ||
- Plotly | ||
- BQPlot | ||
- etc. | ||
* Very powerful | ||
* And yet, still lots of pain for users | ||
- Categorical, datetime datatypes | ||
- Inconsistent, leaky abstractions and visualization grammar | ||
* Meanwhile, JavaScript-based visualization advancing at light speed | ||
- [d3](https://d3js.org/) | ||
- [Vega](https://vega.github.io/vega/) | ||
- [VegaLite](https://vega.github.io/vega-lite/) | ||
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# What? | ||
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* Not a new rendering library | ||
* A Python API that emits valid VegaLite JSON | ||
* Rendered in the Jupyter Notebook and JupyterLab by the VegaLite JavaScript library | ||
* Statistical visualization | ||
- Data is a DataFrame/Table | ||
- In the tidy format | ||
- Mapped to visual properties using groupby operations | ||
* Most the Python API is autogenerated from the JSON spec | ||
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