- Jan 2021
Naudé. W., (2020). Artificial Intelligence against COVID-19: An Early Review. Institute of Labor Economics. Retrieved from: https://covid-19.iza.org/publications/dp13110/
- Oct 2020
Use Streamlit if you want to get going as quickly possible and don’t have strong opinions or many custom requirements.Use Dash if you need something more flexible and mature, and you don’t mind spending the extra engineering time.
Streamlit vs Dash
Here’s a table showing the tradeoffs:
Comparison of dashboard tech stack as of 10/2020:
- Aug 2020
Arora, Rahul K., Abel Joseph, Jordan Van Wyk, Simona Rocco, Austin Atmaja, Ewan May, Tingting Yan, et al. ‘SeroTracker: A Global SARS-CoV-2 Seroprevalence Dashboard’. The Lancet Infectious Diseases 0, no. 0 (4 August 2020). https://doi.org/10.1016/S1473-3099(20)30631-9.
- infection fatality rate
- antibody testing
- public health
- serological studies
- Mar 2017
have helped Pierce College significantly improve its three-year graduation rates from 22 percent to 31 percent among new degree-seeking students and 21 percent to 30 percent among first-generation students.
Causal statement, but with a qualification.
Chancellor Michele Johnson said the dashboard was met with “such resistance even though we tried to frame it as being committed to student success.” But, she added, “We had to be patient enough to let some people mess around in the data.”
Great evidence regarding faculty are initially resistant to analytics data.