Streamlit-Survey: Survey components for Streamlit apps

Streamlit-Survey is a Python package for incorporating surveys and structured feedback into Streamlit apps.

It can be used with Trubrics to collect feedback on datasets, models, and machine learning apps.

Streamlit-Survey can be installed from PyPI:

pip install streamlit-survey

Simple paged survey example with a conditional structure and a submit button:

Error auditing toy example for machine learning applications:

The streamlit_survey package contains a StreamlitSurvey class that can be used to create and manage survey components:

import streamlit_survey as ss

survey = ss.StreamlitSurvey()

Components can be added to the survey using functions similar to Streamlit's input functions:

Survey components are similar to Streamlit inputs, but they have additional features that make them suitable for surveys:

Questions and responses are automatically saved.
Component states and previous responses are automatically restored and displayed based on survey data.
Survey can be saved to and loaded from JSON files.
Custom survey components can be created for more complex input UI and functionality.
Customizable paging and option to show a progress bar.

Provide feedback