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KMG CHEMICALS INC COM
KMG CHEMICALS INC COM. Institutional holdings reported to the SEC.

Institutional Holders (2016Q4)
Portfolio Summary: 110 Institutional holders with a total value of $315,323,717.
#
Manager Name
Shares
Value ($)
%
Options
Notes
1 PRICE T ROWE ASSOCIATES INC /MD/ 1,734,913 67,471,000 21.40%
2 Trigran Investments, Inc. 1,462,806 56,888,000 18.04%
3 DIMENSIONAL FUND ADVISORS LP 539,465 20,980,000 6.65%
4 RENAISSANCE TECHNOLOGIES LLC 360,200 14,008,000 4.44%
5 BROWN ADVISORY INC 346,970 13,495,000 4.28%
6 VANGUARD GROUP INC 321,601 12,507,000 3.97%
7 BlackRock Fund Advisors 291,132 11,322,000 3.59%
8 BlackRock Institutional Trust Company, N.A. 186,878 7,268,000 2.30%
9 ACADIAN ASSET MANAGEMENT LLC 155,100 6,032,000 1.91%
10 STATE STREET CORP 139,844 5,439,000 1.72%
11 CHARTWELL INVESTMENT PARTNERS, LLC 139,396 5,421,000 1.72%
12 Numeric Investors LLC 120,571 4,689,000 1.49%
13 BARD ASSOCIATES INC 105,560 4,105,000 1.30%
14 NORTHERN TRUST CORP 105,095 4,087,000 1.30%
15 MORGAN STANLEY 104,515 4,065,000 1.29%
16 ALGERT GLOBAL LLC 104,205 4,053,000 1.29%
17 MORGAN DEMPSEY CAPITAL MANAGEMENT LLC 87,923 3,419,000 1.08%
18 PERRITT CAPITAL MANAGEMENT INC 74,920 2,914,000 0.92%
19 GEODE CAPITAL MANAGEMENT, LLC 72,289 2,811,000 0.89%
20 MENTA CAPITAL LLC 69,803 2,715,000 0.86%
21 MARTINGALE ASSET MANAGEMENT L P 60,433 2,351,000 0.75%
22 FIRST QUADRANT LLC/CA 58,910 2,291,000 0.73%
23 MILLENNIUM MANAGEMENT LLC 56,813 2,209,000 0.70%
24 WCM INVESTMENT MANAGEMENT, LLC 56,170 2,184,000 0.69%
25 CORNERSTONE CAPITAL MANAGEMENT HOLDINGS LLC. 56,157 2,183,000 0.69%
26 Bank of New York Mellon Corp 55,299 2,151,000 0.68%
27 GSA CAPITAL PARTNERS LLP 51,689 2,010,000 0.64%
28 GLOBEFLEX CAPITAL L P 51,661 2,009,000 0.64%
29 THB ASSET MANAGEMENT 48,990 1,905,000 0.60%
30 BRIDGEWAY CAPITAL MANAGEMENT, LLC 44,150 1,717,000 0.54%
31 CALIFORNIA PUBLIC EMPLOYEES RETIREMENT SYSTEM 43,200 1,680,000 0.53%
32 DEUTSCHE BANK AG\ 43,011 1,672,000 0.53%
33 ALLIANCEBERNSTEIN L.P. 40,310 1,568,000 0.50%
34 BlackRock Investment Management, LLC 37,153 1,445,000 0.46%
35 PANAGORA ASSET MANAGEMENT INC 34,073 1,325,000 0.42%
36 TWO SIGMA ADVISERS, LP 33,800 1,314,000 0.42%
37 TIAA CREF INVESTMENT MANAGEMENT LLC 33,392 1,299,000 0.41%
38 D. E. Shaw & Co., Inc. 31,930 1,242,000 0.39%
39 CIGNA INVESTMENT ADVISORY CO INC 31,177 1,212,000 0.38%
40 TILLER PRIVATE WEALTH, INC. 28,889 1,123,000 0.36%
41 TWO SIGMA INVESTMENTS, LP 28,786 1,119,000 0.35%
42 IRONWOOD INVESTMENT MANAGEMENT LLC 27,350 1,064,000 0.34%
43 GHP Investment Advisors, Inc. 26,714 1,039,000 0.33%
44 ISTHMUS PARTNERS, LLC 26,254 1,021,000 0.32%
45 SECOR Capital Advisors, LP 23,080 898,000 0.28%
46 US BANCORP \DE\ 22,975 893,000 0.28%
47 EAGLE GLOBAL ADVISORS LLC 22,425 872,000 0.28%
48 AMERICAN CENTURY COMPANIES INC 21,330 830,000 0.26%
49 ALAMBIC INVESTMENT MANAGEMENT, L.P. 20,469 796,000 0.25%
50 TEACHERS ADVISORS, LLC 20,185 785,000 0.25%
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From 2023-01-03 onward, the SEC requires values to be reported in nearest dollars. Earlier filings reported values in thousands; therefore, positions shown as $0 in older filings may represent actual values between $0–$999.