Web Application Development with Streamlit: Develop and Deploy Secure and Scalable Web Applications to the Cloud Using a Pure Python Framework

© Mohammad Khorasani, Mohamed Abdou, Javier Hernández Fernández 2022

M. Khorasani et al.Web Application Development with Streamlithttps://doi.org/10.1007/978-1-4842-8111-6_4

4. Data Management and Visualization

Mohammad Khorasani¹  , Mohamed Abdou² and Javier Hernández Fernández¹

(1)

Doha, Qatar

(2)

Cambridge, United Kingdom

 

As with any web application, the management of data is an integral part of the undertaking. Coupled with the rise in big data, we are constantly in need of developing techniques that can manage the sheer magnitude of our data in an efficient and robust manner. In this chapter, we will address some of the key methods used to manage big data. Namely, we will cover encoding large multimedia files and dataframes into bytes data that ...