awesome-public-real-time-datasets vs Scada-LTS

awesome-public-real-time-datasets

A list of publicly available datasets with real-time data maintained by the team at bytewax.io (by bytewax)

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bytewax.io

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Scada-LTS

Scada-LTS is an Open Source, web-based, multi-platform solution for building your own SCADA (Supervisory Control and Data Acquisition) system. (by SCADA-LTS)

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InfluxDB - Power Real-Time Data Analytics at Scale

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awesome-public-real-time-datasets		Scada-LTS
	Project
8	Mentions	3
366	Stars	668
10.4%	Growth	5.7%
5.1	Activity	9.4
10 days ago	Latest Commit	3 days ago
	Language	Java
Creative Commons Zero v1.0 Universal	License	GNU General Public License v3.0 only

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

awesome-public-real-time-datasets

Posts with mentions or reviews of awesome-public-real-time-datasets. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-20.

List of publicly available datasets with real-time data
1 project | /r/datasets | 5 Dec 2023
FLaNK Stack Weekly for 20 Nov 2023
37 projects | dev.to | 20 Nov 2023
Bytewax: Stream processing library built using Python and Rust
2 projects | news.ycombinator.com | 25 Jul 2023
Public Real-Time Datasets and Sources
1 project | news.ycombinator.com | 24 Jul 2023
What are some good publicly available real-time data sources?
2 projects | /r/datasets | 30 May 2023

Added for now - https://github.com/bytewax/awesome-public-real-time-datasets/commit/94ca4a3d40dc212690c6cdc22c107289b4268661

6 projects | /r/dataengineering | 25 May 2023

I am attempting to source via the wisdom of the crowd here. I often find it hard to find good real-time data sources for learning about streaming, prototyping, or building hobby projects. I started researching and then created an "Awesome List" in a GitHub repo - https://github.com/bytewax/awesome-public-real-time-datasets.
Ask HN: What are some public real-time data sources?
1 project | news.ycombinator.com | 25 May 2023

I started an awesome list with real-time data sources here: https://github.com/bytewax/awesome-public-real-time-datasets . Have any datasets or data sources I should add to this list? Comment below or PRs welcome :).

Scada-LTS

Posts with mentions or reviews of Scada-LTS. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-20.

FLaNK Stack Weekly for 20 Nov 2023
37 projects | dev.to | 20 Nov 2023
Is there any free open source SCADA software available?
5 projects | /r/PLC | 11 Feb 2023

Scada-LTS
Are there any hack labs to practice on for ICS/SCADA security?
2 projects | /r/hacking | 3 Jan 2021

SCADA-LTS and SCADABr to simulate your environment; potentially OpenPLC

What are some alternatives?

When comparing awesome-public-real-time-datasets and Scada-LTS you can also consider the following projects:

datagen - Generate authentic looking mock data based on a SQL, JSON or Avro schema and produce to Kafka in JSON or Avro format.

pycomm3 - A Python Ethernet/IP library for communicating with Allen-Bradley PLCs.

screenshot-to-code - Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

QSimpleScada - Qt based simple SCADA framework, with dashboard, static and dynamic components

RedfinScraper - Scrapes Redfin data.

FUXA - Web-based Process Visualization (SCADA/HMI/Dashboard) software

superset - Apache Superset is a Data Visualization and Data Exploration Platform

awesome-industrial-control-system-security - A curated list of resources related to Industrial Control System (ICS) security.

mockingbird - Mockingbird is a mock streaming data generator

tahu - Eclipse Tahu addresses the existence of legacy SCADA/DCS/ICS protocols and infrastructures and provides a much-needed definition of how best to apply MQTT into these existing industrial operational environments.

depthai-python - DepthAI Python Library

ckSCADA - Industrial SCADA Based on Kafka