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Just tell me which one to useAs always, “it depends” – but if you’re looking for a quick answer, you should probably use: Dash if you already use Python for your analytics and you want to build production-ready data dashboards for a larger company.Streamlit if you already use Python for your analytics and you want to get a prototype of your dashboard up and running as quickly as possible.Shiny if
Scaling Pandas: Comparing Dask, Ray, Modin, Vaex, and RAPIDSHow can you process more data quicker? Python and its most popular data wrangling library, Pandas, are soaring in popularity. Compared to competitors like Java, Python and Pandas make data exploration and transformation simple. But both Python and Pandas are known to have issues around scalability and efficiency. Python loses some efficie
Just tell me which one to useYou should probably use: Apache Airflow if you want the most full-featured, mature tool and you can dedicate time to learning how it works, setting it up, and maintaining it.Luigi if you need something with an easier learning curve than Airflow. It has fewer features, but it’s easier to get off the ground.Prefect if you want something that’s very familiar to Python pro
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