Thread-Pulse: A Long-Form Conversational Exchange Interaction Analysis Instrument

Read full text
Authors: Kristina Baldovino
Cited by: 0

Abstract

Initial public release of the Thread Pulse interaction analysis instrument. This release introduces a privacy-preserving Streamlit tool for visualizing long-form conversational stability using derived, non-semantic behavioral metrics. Features: Visualization of response length dynamics across multi-turn conversations Rolling mean and variance band controls for scale aware analysis Operational detection of time to stability using configurable thresholds Curated example datasets demonstrating exploratory vs stable interaction regimes Notes: Thread Pulse analyzes turn level structure only, no semantic content is inspected This release operates on included example CSVs to demonstrate the instrument's behavior External dataset ingestion and streaming support are intentionally out of scope for v0.1.0 Live Demo: https://huggingface.co/spaces/Threadbourne/Thread-Pulse

Publication details

Publication date
7 January 2026
Language
EN