MNC Data Solutions
TRADING BEHAVIOR SIGNATURE · 02

Understand how behavior changes over time.

Longitudinal entity analysis — the behavioral record that gives every other dimension its baseline, including cross-product positioning such as activity in an underlying equity alongside a corresponding options position.

CORE ANALYSIS

The entity’s behavioral record, in one connected view.

Synchronize activity, exposure, concentration, alerts, and historical context across a single longitudinal record.

ENTITY 0247 · BEHAVIORAL RECORD
Rolling 12 months · Illustrative
BEHAVIORAL SHIFT DETECTED
3.8×
Volume vs. baseline
92nd
Participation percentile
74%
Top-three security concentration
6
Alert-associated sessions
SEP 14 · CHANGE POINTJANFEBMARAPRMAYJUNJULAUGOCTNOVDEC1TRADING FREQUENCY& VOLUME3.8×baseline2PARTICIPATION& EXPOSUREParticipationNet exposure3SECURITYCONCENTRATIONSEC ASEC BSEC COTHERTop 3 =74%4SURVEILLANCECONTEXTALERTEDNON-ALERTED
Volume + concentration rise together
4 alerts occur inside the new activity regime
BEHAVIORAL CHANGES
Frequency moved above the historical range
Exposure shifted toward two securities
Alert density increased after the change point
Review the transition, not the metric in isolation.
HISTORICAL COMPARISON
Current 30 days vs. prior 12-month range
Volume+280%
Participation+19 pts
Concentration+31 pts
ALERTED VS. NON-ALERTED CONTEXT
Median order size2.6×
Top-security share1.8×
Session duration1.3×
NON-ALERTED ALERTEDContextual difference; not a causal conclusion.
Illustrative metrics · anonymized entity · behavioral departure ≠ conclusion about conduct
CONNECTED MARKET CONTEXT

Behavior means more when connections are visible.

Link activity across venues, markets, asset classes, and related securities — then add account, counterparty, event, and timing context to reveal patterns that isolated records can miss.

Fragmentation · one strategy across multiple venues
Hedging · offsetting exposure across asset classes
Substitution · activity shifts into related securities
Timing · linked trades cluster around the same event
EXPLORE CONNECTED ANALYSIS →
LINKED ACTIVITY · ILLUSTRATIVE
One entity. Multiple records. One connected pattern.
8 CONTEXT DIMENSIONS
ACCOUNTS & ENTITIESOwnership · Control · DeskVENUESVenue A · Venue B · OTCMARKETSCash · Listed · BilateralCOUNTERPARTIESBroker · Dealer · ClientASSET CLASSESEquity · Options · FuturesRELATED SECURITIESCommon · Calls · Sector ETFEVENTSAnnouncement · Filing · Corp. actionTIMEPre-event · Same session · Post-eventENTITY 0247Linked accounts · 3
LINKED SEQUENCE · 2m 04s ACROSS THREE RECORDS
109:31:00BUY 50K equityVenue A
→
209:31:18SELL 500 callsVenue B
→
309:33:04BUY futures hedgeMarket C
CONNECTED VIEW · activity appears fragmented in isolation, but forms a coherent cross-instrument sequence when linked.
Connection increases analytical context; it does not establish coordination, intent, or a conclusion about conduct.
CONTINUE THE STORY · 4 OF 8
NEXT · 5 OF 8Influence & Event ImpactConnect public signals to swings and positions.
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