Signal material for a public-facing research practice: audience signal, outreach intelligence, want signals, and a set of intrusion corpora recording unwanted contact and how it was handled.

Provenance

This group merges 9 source corpora. Every row carries a _source_dataset field naming the file it came from, so the grouping is reversible:

osint_dataset_2 — 33 rows
social_signal — 8 rows
social_intrusions — 7 rows
chat_intrusions — 8 rows
outreach_intel — 8 rows
live_audience_signal_corpus — 12 rows
want_signal_corpus — 12 rows
social_alien_contrast — 3 rows
social_negative_human_habit — 3 rows

Measured

Property	Value
Rows	94
Bytes	179,230
Source corpora merged	9
Distinct top-level fields	11

Counted with wc -l against the file staged here. Absolute machine paths were rewritten to portable tokens (<<TREES>>, <<WME>>, <<DRIVE>>, <<HOME>>) and the row count verified unchanged by that rewrite.

Known limitations

Synthetic and self-graded. Grades, judgements and notes come from the author's own pipeline, not independent annotation.
Small per source. Several constituent corpora are single-digit rows.
_source_dataset is added by this packaging, not present in the originals.
Not peer-reviewed or independently evaluated.
Security group only: the offensive rows are public MITRE-mapped techniques; the corpus's contribution is the pairing and the self-grading, not new offensive capability.

Licence

CatQualia Structural Isomorphism License (CSIL) v3.0 — attribution: Christopher Betances, catqualia.com. Non-commercial use is free with attribution; commercial use requires a commercial licence. Full text: LICENSE in this repository and catqualia.com/licensing

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