Bring Your Data To Life By Graphing It On Streamlit: Create Knowledge Graphs With Streamlit

Kamalraj M M
Kamalraj M M
924 بار بازدید - پارسال - Data is visualized for extraction
Data is visualized for extraction knowledge. What if the data visualisation itself can be knowledge graphs. We will see how to build such graphs, and interact with them in realtime, on the web.

Following are 2 apps that show what is possible to begin with

https://jsongrapher.streamlit.app/

https://companymanagement.streamlit.app/

The video discusses on the process of imagining the type of data visualization is required, and from there, various python libraries are researched for accomplishing the task. The python libraries all have one thing in common, Python Classes. All libraries create python objects of various capabilities, with which one can interact using the methods and attributes. We discuss that in detail.

Chapter Navigation:
0:00 Ways of Using Knowledge Graphs
1:42 Introducing Streamlit Demo-1
3:50 Introducing Streamlit Demo-2
6:40 Starting to Discuss Code
7:40 Challenge In Creating & Visualizing Graph
8:33 Introducing Streamlit Agraph
10:00 How Agraph Creates Graph
14:30 Code Implementation
29:00 Creating Nodes From Data Points
34:00 Recap & Outro

The data and the code is located at
https://raw.githubusercontent.com/Kam...
https://github.com/insightbuilder/pyt...

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پارسال در تاریخ 1402/04/08 منتشر شده است.
924 بـار بازدید شده
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