ZoidIQ Pulse

Mood — Pulse Detail

EN-CAFR-CAEN-USCustom view

Civic & Event Tone — 4-quadrant breakdown (real, GDELT tone/arousal)

Deterministic tone/arousal rule applied to real GDELT event data -- the same source as the 20 CAMEO categories in the classification breakdown below.

concerned_somber: 172,334alarmed_outraged: 167,066content_reassured: 62,404excited_celebratory: 60,632

Mood Pulse — Everyday Emotion (real, AI-classified, separate source)

Local LLM classification (Ollama qwen3:14b, closed 8-category enum of real editorial article text) of real editorial article text -- a genuinely different provenance from the deterministic GDELT tone/arousal data above, kept deliberately separate, never blended into one score.

Curiosity: 53 (4.6%)Excitement: 28 (2.4%)Sadness: 20 (1.7%)Approval: 20 (1.7%)Admiration: 19 (1.6%)Trust: 5 (0.4%)Joy: 5 (0.4%)

1,157 real classified rows total -- 1,007 (87%) honestly classified as no_clear_match, shown here for completeness rather than hidden.

Real classification breakdown (20 rows)

Signal type	Subtype	Target	Role	Evidence
gdelt_mood_cameo_root	Make Public Statement	Politics	topical	64041
gdelt_mood_cameo_root	Consult	Government Business	topical	61041
gdelt_mood_cameo_root	Appeal	Politics	topical	42668
gdelt_mood_cameo_root	Engage in Diplomatic Cooperation	Government Business	topical	37923
gdelt_mood_cameo_root	Coerce	Crime	topical	33159
gdelt_mood_cameo_root	Disapprove	Politics	topical	31936
gdelt_mood_cameo_root	Fight	Crime	topical	30562
gdelt_mood_cameo_root	Express Intent to Cooperate	Government Business	topical	26964
gdelt_mood_cameo_root	Provide Aid	Government Business	topical	24142
gdelt_mood_cameo_root	Yield	Politics	topical	21427
gdelt_mood_cameo_root	Investigate	Crime	topical	17492
gdelt_mood_cameo_root	Reject	Politics	topical	17085
gdelt_mood_cameo_root	Engage in Material Cooperation	Government Business	topical	13394
gdelt_mood_cameo_root	Assault	Crime & Harmful Acts to Individuals, Society & Human Right Violations	topical	10709
gdelt_mood_cameo_root	Threaten	Crime	topical	10078
gdelt_mood_cameo_root	Demand	Politics	topical	8860
gdelt_mood_cameo_root	Reduce Relations	Politics	topical	4881
gdelt_mood_cameo_root	Protest	Politics	topical	4418
gdelt_mood_cameo_root	Exhibit Military Posture	Crime	topical	1579
gdelt_mood_cameo_root	Engage in Unconventional Mass Violence	Crime & Harmful Acts to Individuals, Society & Human Right Violations	topical	77

Build a Mood segment

Target environments matching this toneAvoid environments matching this tone

Civic & Event Tone

Cooperative / Positive (123,850 real rows)Neutral / Procedural (167,750 real rows)Conflict / Negative (170,836 real rows)

Mood Pulse — Everyday Emotion

Positive (77 real rows)Curious / Neutral (53 real rows)Negative (20 real rows)

Real, honest note: the Everyday Emotion layer is thin today -- 87% of 1,157 real classified article-level events had no clear emotion match. A segment built from Everyday Emotion categories alone will have a small real footprint until this corpus grows further.