Comment Analytics Dashboard
Description
Developed using Python and R, the Comment Analysis Dashboard is designed to visualize sentiment scored data provided by SF to better understand how crew members feel on a day-to-day basis, allowing for improved decision making when determining how to meet crew member needs. The data visualization comes with a data handling notebook designed to give SF insights into the analytics portion of the application, i.e. using comparative analysis to select a sentiment scoring model.
Detailed example
visualize sentiment scored data
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Developed using Python and R, the Comment Analysis Dashboard is designed to visualize sentiment scored data provided by SF to better understand how crew members feel on a day-to-day basis, allowing for improved decision making when determining how to meet crew member needs. The data visualization comes with a data handling notebook designed to give SF insights into the analytics portion of the application, i.e. using comparative analysis to select a sentiment scoring model.
Controls / human review
ATO: Not reported; PIA: Not published