Streamlit apps for HE institutions

Client-facing

Curriculum data collection
Objectives:

• Provide institutions with resource for entering and verifying activity, module and programme data
• Improve curriculum data quality for optimised, clash-free planning and best delivery of teaching

Excel edit-export interface
Objectives:

• Restrict access to source file of Excel-based tools to secure data and prevent reverse engineering
• Integrate spreadsheets into parent website for continuous UX

Estate data modelling
Objectives:

• Allow clients to run their own modelling scenarios and receive forecast within 30 seconds
• Embed direct query Power BI report for immediate checking of results and basic analysis

Internal

Data toolkit
Objectives:

• Create centralised space for file uploads and running of Python programs for data analysis
• Implement data checking and error handling for robust operation and high data quality in output