Approved-source ingestion
Use permitted APIs, licensed datasets or client-provided exports with source and retention records.
HypoSTAT Social Intelligence
PulseScope
Concept demoA proposed research workspace for ethically sourced public conversation data, topic exploration, sentiment review and trend interpretation.
The product direction01 02 03 04
Treat social data as evidence with context—not a shortcut to certainty.
PulseScope is conceived as a governed research workflow for approved data sources. It would help teams explore public conversations while documenting source limits, sampling effects, classification uncertainty and the difference between platform activity and public opinion.
Topic exploration
Cluster and inspect themes with the original context available for human review.
Sentiment review
Compare machine suggestions with sampled human coding and report uncertainty.
Trend interpretation
Explore change over time without claiming that online activity represents an entire population.
Signal review
Keep sources, classifications and uncertainty in the same view.
The concept combines topic movement with traceable evidence and a review queue for ambiguous language.
Open concept demoSignals8.4K
Reviewed32%
Themes14
Workflow
Authorise, collect, classify and interpret.
Authorise
Define the research purpose, permitted sources, terms and ethical boundaries.
Collect
Ingest only approved data while recording source, time and coverage.
Classify
Apply transparent models and create human review samples.
Interpret
Report signals alongside uncertainty, platform bias and population limits.
Responsible-data boundary
PulseScope is not designed for covert surveillance, individual targeting or scraping that violates platform rules. Production development would require a documented lawful basis, source permissions and a research ethics review.