Visualize Real-Time Data With Python, Dash, and RisingWave

1

Pandas

To install Dash, you can also refer to Dash installation guide on the website. Basically, we need to install two libraries (Dash itself and Pandas) by running the following pip install command:.

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2

Apache Kafka

We know that real-time data is data that is generated and processed immediately, as it is collected from different data sources. Sources can be typical databases such as Postgres or MySQL, and message brokers like Kafka. A real-time data visualization consists of a few steps, first we ingest, then process, and finally show this data in a dashboard.

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