Parallel coordinates with Grand Tour for exploratory data visualization of massive and high-dimensional data in Python. If you want a desktop application for use, try VizApp.
At a minimum, you will need the following packages.
- python=3.8.3
- numpy=1.19.2
- scipy=1.5.2
- pandas=0.25.3
- matplotlib=3.3.2
If you are generating animation videos, you will also need ffmpeg installed, as that is what matplotlib uses by default to render videos.
You may get into situations where ffmpeg appears to hang or stall. There are a lot of issues reported with matplotlib and ffmpeg interoperability.
bash pip install zava
python setup.py installCopyright 2020 One-Off Coder
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
Copyright 2020 Daytchia Vang
@misc{oneoffcoder_zava_2020,
title={zava, Parallel Coordinates with Grand Tour for TypeScript and Python},
url={https://github.com/oneoffcoder/zava},
author={Jee Vang},
year={2020},
month={Dec}}