POWERSHARES QQQ TRUST

CUSIP: 73935A104 Class: COM

CUMBERLAND ADVISORS INC's Holding History (CIK: 0001255435)

Note: Option positions (PUT/CALL) are excluded.

Q3 2017
Shares 24,120 Value ($000) $3,508 Avg Close — Range —
Q2 2017
Shares 108,760 Value ($000) $14,970 Avg Close — Range —