Plotplay:一个使用Python和Plotly的自动数据可视化网站

Z. Mundargi, Krisha Patel, Aayushi Patel, Rohan More, Sudhanshu Pathrabe, Shreyas D. Patil
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引用次数: 0

摘要

数据可视化帮助人们查看、交互和更好地理解任何给定的数据。无论简单还是复杂,正确的可视化都可以从数据中获得出色的结果,从而帮助提供结论以及将数据预处理用于机器学习或人工智能算法。如今,每个领域都需要数据可视化。在世界范围内,有不同的专业使用的接口。但是,由于界面复杂或缺乏编程知识等原因,许多人仍然觉得很难学习和习惯它们。因此,在本文中,我们提供了一个易于使用的网站的实现,它将帮助用户可视化他们的数据,并通过一次点击找到不同变量之间的相关性。我们使用python和它的框架,如Plotly, Flask以及HTML, CSS和JavaScript开发了这个网站。它可以被专业人士使用,但主要是针对没有太多编程知识的初学者,并且很难处理他们的数据集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Plotplay: An Automated Data Visualization Website using Python and Plotly
Data visualization helps people see, interact with, and better understand any given data. Whether simple or complex, the right visualization can bring out excellent outcomes from the data and hence help a lot providing conclusions as well as pre-processing of the data to use it for Machine Learning or Artificial Intelligence algorithms. Nowadays, data visualization is required in every field. There are different interfaces available that are being used professionally worldwide. But, many still find it difficult to learn and get used to them due to their interface complexity or lack of programming knowledge, etc. So, in this paper we have provided the implementation of an easy-to-use website that will help users to visualize their data and find correlation between different variables by just one click. We have developed this website using python and its frameworks like Plotly, Flask along with HTML, CSS and JavaScript. It can be used by professionals but is mainly aimed for beginners who do not have much programming knowledge and find it difficult to deal with their datasets.
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