13F-HR filed by PDT Partners, LLC
PDT Partners, LLC filed this 13F-HR for the quarter ended 2020-09-30, filed 2020-11-16, with 702 holding rows worth $1,514,431,000.
- Accession
- 0001564702-20-000009
- Filer
- CIK 1564702
- Filed
- 2020-11-16
- Accepted by EDGAR
- acceptance time not in the bulk data set
- Ingested
- Source
- SEC quarterly data set
13F report for Q3 2020
A holdings report, 702 entries on the cover page, a total value of $1,514,431,000 stated on the cover page (in dollars after the unit check, H1), rows summing to $1,514,431,000 with VALUE read as thousands by filing date, 13F file number 028-15351. The quarter's positions are built on this report. The resolved quarter.
The information table after summing rows of one CUSIP and put or call (H4), with the CUSIP and issuer name as filed. Values in dollars after the unit check (method).
| Issuer as filed | CUSIP | Class | Amount | Value | Value read as | Type |
|---|---|---|---|---|---|---|
| OSHKOSH CORP COM | 688239201 | Stock | 5,200 | $382,000 | thousands by filing date | |
| TRUSTCO BK CORP N Y | 898349105 | COM | 72,342 | $378,000 | thousands by filing date | |
| DULUTH HLDGS INC | 26443V101 | COM CL B | 30,722 | $375,000 | thousands by filing date | |
| STRATEGY INC CL A NEW | 594972408 | Stock | 2,485 | $374,000 | thousands by filing date | |
| BOISE CASCADE CO DEL | 09739D100 | COM | 9,343 | $373,000 | thousands by filing date | |
| OREILLY AUTOMOTIVE INC COM | 67103H107 | Stock | 804 | $371,000 | thousands by filing date | |
| STEEL DYNAMICS INC COM | 858119100 | Stock | 12,937 | $370,000 | thousands by filing date | |
| EXACT SCIENCES CORP COM | 30063P105 | Stock | 3,620 | $369,000 | thousands by filing date | |
| AMPHENOL CORP NEW | 032095101 | COM | 3,400 | $368,000 | thousands by filing date | |
| ALLEGIANT TRAVEL CO | 01748X102 | COM | 3,067 | $367,000 | thousands by filing date | |
| AVEO PHARMACEUTICALS INC | 053588307 | COM | 61,839 | $367,000 | thousands by filing date | |
| MR COOPER GROUP INC | 62482R107 | COM | 16,411 | $366,000 | thousands by filing date | |
| ANDERSONS INC COM | 034164103 | Stock | 19,030 | $365,000 | thousands by filing date | |
| FB FINL CORP | 30257X104 | COM | 14,520 | $365,000 | thousands by filing date | |
| CANADIANNATLRYCOF | 136375102 | STOK | 3,421 | $364,000 | thousands by filing date | |
| CRINETICS PHARMACEUTICALS INC COM | 22663K107 | Stock | 23,241 | $364,000 | thousands by filing date | |
| Microsoft Corp | 594918104 | COM | 1,706 | $359,000 | thousands by filing date | |
| ANTERO MIDSTREAM CORP COM | 03676B102 | Stock | 66,696 | $358,000 | thousands by filing date | |
| PRINCIPAL FINANCIAL GROUP INC COM | 74251V102 | Stock | 8,900 | $358,000 | thousands by filing date | |
| LEMAITRE VASCULAR INC | 525558201 | COM | 11,003 | $358,000 | thousands by filing date | |
| OPTINOSE INC | 68404V100 | COM | 91,671 | $358,000 | thousands by filing date | |
| NAPCO SEC TECHNOLOGIES INC COM | 630402105 | Stock | 15,151 | $356,000 | thousands by filing date | |
| ADVANCE AUTO PARTS INC | 00751Y106 | COM | 2,305 | $354,000 | thousands by filing date | |
| HILTON GRAND VACATIONS INC COM | 43283X105 | Stock | 16,808 | $353,000 | thousands by filing date | |
| SENECA FOODS CORP NEW | 817070501 | CL A | 9,878 | $353,000 | thousands by filing date | |
| UNITED RENTALS INC COM | 911363109 | Stock | 2,012 | $351,000 | thousands by filing date | |
| FATE THERAPEUTICS INC | 31189P102 | COM | 8,749 | $350,000 | thousands by filing date | |
| QUANEX BLDG PRODS CORP COM | 747619104 | Stock | 18,758 | $346,000 | thousands by filing date | |
| BLUELINX HOLDINGS INC | 09624H208 | COMMON STOCK | 16,003 | $345,000 | thousands by filing date | |
| VOCERA COMMUNICATIONS INC | 92857F107 | COMMON STOCK | 11,828 | $344,000 | thousands by filing date | |
| HELMERICH & PAYNE INC | 423452101 | COM | 23,400 | $343,000 | thousands by filing date | |
| NUCOR CORP COM | 670346105 | Stock | 7,600 | $341,000 | thousands by filing date | |
| EXPONENT INC | 30214U102 | COM | 4,737 | $341,000 | thousands by filing date | |
| AT HOME GROUP INC | 04650Y100 | COM | 22,814 | $339,000 | thousands by filing date | |
| TELEPHONE & DATA SYS INC | 879433829 | COM NEW | 18,316 | $338,000 | thousands by filing date | |
| BOTTOMLINE TECH INC DEL | 101388106 | COM | 7,880 | $332,000 | thousands by filing date | |
| NOODLES & CO | 65540B105 | COM CL A | 47,763 | $328,000 | thousands by filing date | |
| Altria Group Inc | 02209S103 | COM | 8,403 | $325,000 | thousands by filing date | |
| CAVCO INDS INC DEL | 149568107 | COM | 1,805 | $325,000 | thousands by filing date | |
| HARMONIC INC | 413160102 | COM | 57,340 | $320,000 | thousands by filing date | |
| TURTLE BEACH CORP | 900450206 | COMMON STOCK | 17,524 | $319,000 | thousands by filing date | |
| ACUITY INC COM | 00508Y102 | Stock | 3,108 | $318,000 | thousands by filing date | |
| SELECTIVE INS GROUP INC | 816300107 | COM | 6,178 | $318,000 | thousands by filing date | |
| EW SCRIPPS CO THE A | 811054402 | COMMON STOCK | 27,825 | $318,000 | thousands by filing date | |
| CONSOLIDATED COMMUNICATIONS | 209034107 | COM | 55,600 | $316,000 | thousands by filing date | |
| FULGENT GENETICS INC | 359664109 | COM | 7,820 | $313,000 | thousands by filing date | |
| NANTKWEST INC | 63016Q102 | COM | 44,814 | $311,000 | thousands by filing date | |
| ROLLINS INC COM | 775711104 | Stock | 5,708 | $309,000 | thousands by filing date | |
| HILL ROM HLDGS INC | 431475102 | COM | 3,700 | $309,000 | thousands by filing date | |
| COOPER STANDARD HOLDING | 21676P103 | COMMON STOCK | 22,939 | $303,000 | thousands by filing date | |
| BLACK DIAMOND THERAPEUTICS I | 09203E105 | COM | 10,006 | $302,000 | thousands by filing date | |
| FORESTAR GROUP INC | 346232101 | COMMON STOCK | 17,019 | $301,000 | thousands by filing date | |
| LITHIA MTRS INC COM | 536797103 | Stock | 1,300 | $296,000 | thousands by filing date | |
| AUTOZONE INC COM | 053332102 | Stock | 245 | $289,000 | thousands by filing date | |
| PROS Holdings Inc | 74346Y103 | Common Stock | 9,005 | $288,000 | thousands by filing date | |
| BROWN & BROWN INC COM | 115236101 | Stock | 6,300 | $285,000 | thousands by filing date | |
| PITNEY BOWES INC COM | 724479100 | Stock | 53,587 | $285,000 | thousands by filing date | |
| VIKING THERAPEUTICS INC | 92686J106 | COM | 48,294 | $281,000 | thousands by filing date | |
| GLOBE LIFE INC | 37959E102 | COM | 3,513 | $281,000 | thousands by filing date | |
| COHEN & STEERS INC COM | 19247A100 | Stock | 5,017 | $280,000 | thousands by filing date | |
| PENNYMAC FINL SVCS INC NEW | 70932M107 | COM | 4,800 | $279,000 | thousands by filing date | |
| CARMAX INC COM | 143130102 | Stock | 3,000 | $276,000 | thousands by filing date | |
| NORBORD INC | 65548P403 | COM NEW | 9,355 | $276,000 | thousands by filing date | |
| ALLIANT ENERGY CORP COM | 018802108 | Stock | 5,313 | $274,000 | thousands by filing date | |
| HEALTHEQUITY INC COM | 42226A107 | Stock | 5,307 | $273,000 | thousands by filing date | |
| VERADIGM INC | 01988P108 | COMMON STOCK | 33,022 | $269,000 | thousands by filing date | |
| BUCKLE INC COM | 118440106 | Stock | 13,143 | $268,000 | thousands by filing date | |
| ZUMIEZ INC | 989817101 | COMMON STOCK | 9,639 | $268,000 | thousands by filing date | |
| ALTAIR ENGINEERING INC | 021369103 | COMMON STOCK | 6,376 | $268,000 | thousands by filing date | |
| TARO PHARMACEUTICAL INDS LTD | M8737E108 | SHS | 4,800 | $263,000 | thousands by filing date | |
| AMERICAN WOODMARK CORP | 030506109 | COM | 3,333 | $262,000 | thousands by filing date | |
| Intuit Inc. | 461202103 | COM | 801 | $261,000 | thousands by filing date | |
| PEMBINA PIPELINE CORP COM | 706327103 | Stock | 12,267 | $260,000 | thousands by filing date | |
| CHIPOTLEMEXICANGRILLI | 169656105 | STOK | 208 | $259,000 | thousands by filing date | |
| VERACYTE INC COM | 92337F107 | Stock | 7,982 | $259,000 | thousands by filing date | |
| RESIDEO TECHNOLOGIES INC COM | 76118Y104 | Stock | 23,279 | $256,000 | thousands by filing date | |
| COMSTOCK RES INC COM | 205768302 | Stock | 58,227 | $255,000 | thousands by filing date | |
| INTERPUBLIC GROUP COS | 460690100 | COM | 15,303 | $255,000 | thousands by filing date | |
| NATURAL GROCERS BY VITAMIN C | 63888U108 | COMMON STOCK | 25,900 | $255,000 | thousands by filing date | |
| PROPETRO HLDG CORP | 74347M108 | COM | 62,566 | $254,000 | thousands by filing date | |
| JACK IN THE BOX INC | 466367109 | COM | 3,200 | $254,000 | thousands by filing date | |
| RESTAURANT BRANDS INTL INC COM | 76131D103 | Stock | 4,379 | $252,000 | thousands by filing date | |
| LINDSAY CORPORATION | 535555106 | COM | 2,581 | $250,000 | thousands by filing date | |
| URBAN OUTFITTERS INC | 917047102 | COM | 11,998 | $250,000 | thousands by filing date | |
| DIGIMARC CORP NEW COM | 25381B101 | COM | 11,210 | $250,000 | thousands by filing date | |
| SLACK TECHNOLOGIES INC | 83088V102 | COM CL A | 9,229 | $248,000 | thousands by filing date | |
| RUBIUS THERAPEUTICS INC | 78116T103 | COM | 49,500 | $248,000 | thousands by filing date | |
| MANITOWOC CO INC | 563571405 | COM NEW | 29,272 | $246,000 | thousands by filing date | |
| WEBSTER FINL CORP | 947890109 | COM | 9,266 | $245,000 | thousands by filing date | |
| CASTLE BIOSCIENCES INC | 14843C105 | COMMON STOCK | 4,716 | $243,000 | thousands by filing date | |
| FLAGSTAR BANCORP INC | 337930705 | COM PAR .001 | 8,094 | $240,000 | thousands by filing date | |
| INNOVIVA INC | 45781M101 | COM | 22,901 | $239,000 | thousands by filing date | |
| GREENHILL & CO INC COM | 395259104 | Stock | 21,034 | $239,000 | thousands by filing date | |
| CHAMPION HOMES INC | 830830105 | COM | 8,857 | $237,000 | thousands by filing date | |
| SUPER MICRO COMPUTER INC | 86800U104 | COM | 8,973 | $237,000 | thousands by filing date | |
| EGAIN CORP | 28225C806 | COM NEW | 16,663 | $236,000 | thousands by filing date | |
| HAWKINS INC | 420261109 | COM | 5,100 | $235,000 | thousands by filing date | |
| ORBCOMM INC | 68555P100 | COM | 68,394 | $233,000 | thousands by filing date | |
| BAUSCH HEALTH COS INC COM | 071734107 | Stock | 14,900 | $232,000 | thousands by filing date | |
| WD 40 CO COM | 929236107 | Stock | 1,225 | $232,000 | thousands by filing date | |
| M.D.C. HOLDINGS INC | 552676108 | COM | 4,929 | $232,000 | thousands by filing date | |
| OAKTREE SPECIALTY LENDING CORP | 67401P108 | COM | 47,959 | $232,000 | thousands by filing date | |
| ARROWHEAD PHARMACEUTICALS IN | 04280A100 | COM | 5,344 | $230,000 | thousands by filing date | |
| HARBORONE BANCORP INC NEW | 41165Y100 | COM NEW | 28,100 | $227,000 | thousands by filing date | |
| JOINT CORP | 47973J102 | COM | 12,983 | $226,000 | thousands by filing date | |
| IGM BIOSCIENCES INC | 449585108 | COM | 3,048 | $225,000 | thousands by filing date | |
| MARINE PRODS CORP | 568427108 | cs | 14,332 | $224,000 | thousands by filing date | |
| WERNER ENTERPRISES INC | 950755108 | COM | 5,300 | $223,000 | thousands by filing date | |
| CACTUS INC | 127203107 | CL A | 11,573 | $222,000 | thousands by filing date | |
| ATKORE INC | 047649108 | COMMON STOCK | 9,678 | $220,000 | thousands by filing date | |
| Allegiance Bancshares | 01748H107 | COM | 9,300 | $217,000 | thousands by filing date | |
| EBIX INC | 278715206 | COM NEW | 10,486 | $216,000 | thousands by filing date | |
| ROYAL GOLD INC | 780287108 | COM | 1,793 | $215,000 | thousands by filing date | |
| SCULPTOR CAP MGMT | 811246107 | COM CL A | 18,355 | $215,000 | thousands by filing date | |
| CAMECO CORP COM | 13321L108 | Stock | 21,166 | $214,000 | thousands by filing date | |
| LAMB WESTON HLDGS INC | 513272104 | COM | 3,200 | $212,000 | thousands by filing date | |
| HERC HLDGS INC COM | 42704L104 | Stock | 5,363 | $212,000 | thousands by filing date | |
| VELOCITY FINANCIAL INC | 92262D101 | COMMON STOCK | 41,804 | $210,000 | thousands by filing date | |
| REV Group Inc | 749527107 | Common Stock | 26,559 | $210,000 | thousands by filing date | |
| AMERISAFE INC | 03071H100 | COM | 3,639 | $209,000 | thousands by filing date | |
| SHAW COMMUNICATIONS INC | 82028K200 | CL B CONV | 11,477 | $209,000 | thousands by filing date | |
| VERA BRADLEY INC | 92335C106 | COM | 34,200 | $209,000 | thousands by filing date | |
| COMMERCIAL METALS CO COM | 201723103 | Stock | 10,400 | $208,000 | thousands by filing date | |
| USANA HEALTH SCIENCES INC | 90328M107 | COMMON STOCK | 2,818 | $208,000 | thousands by filing date | |
| RPM INTL INC COM | 749685103 | Stock | 2,500 | $207,000 | thousands by filing date | |
| BRYN MAWR BANK CORPORATION | 117665109 | Domestic Common | 8,246 | $205,000 | thousands by filing date | |
| CANOPY GROWTH CORP | 138035100 | COM | 14,200 | $203,000 | thousands by filing date | |
| BANK HAWAII CORP | 062540109 | COM | 3,995 | $202,000 | thousands by filing date | |
| KONTOOR BRANDS INC | 50050N103 | COM | 8,346 | $202,000 | thousands by filing date | |
| ENERGY RECOVERY INC | 29270J100 | COM | 24,420 | $200,000 | thousands by filing date | |
| XENON PHARMACEUTICALS INC COM | 98420N105 | Stock | 17,633 | $195,000 | thousands by filing date | |
| CYMABAY THERAPEUTICS INC | 23257D103 | COM | 26,799 | $194,000 | thousands by filing date | |
| BRIGHAM MINERALS INC | 10918L103 | COMMON STOCK | 21,590 | $193,000 | thousands by filing date | |
| DNOW INC | 67011P100 | COMMON STOCK | 41,794 | $190,000 | thousands by filing date | |
| CAE INC COM | 124765108 | Stock | 12,895 | $189,000 | thousands by filing date | |
| GOSSAMER BIO INC COM | 38341P102 | Stock | 15,198 | $189,000 | thousands by filing date | |
| GEOPARK LTD USD SHS | G38327105 | Stock | 25,508 | $188,000 | thousands by filing date | |
| OMEROS CORP | 682143102 | COM | 18,300 | $185,000 | thousands by filing date | |
| CUE BIOPHARMA INC | 22978P106 | COM | 12,210 | $184,000 | thousands by filing date | |
| TRANSPORTATION & LOGISTI | 438083107 | COM | 17,138 | $183,000 | thousands by filing date | |
| ATHENEX INC | 04685N103 | COM | 14,894 | $180,000 | thousands by filing date | |
| LUNA INNOVATIONS INC | 550351100 | COM | 29,667 | $177,000 | thousands by filing date | |
| CATALYST BIOSCIENCES INC | 14888D208 | COM | 41,111 | $177,000 | thousands by filing date | |
| SUMMIT MATERIALS INC CLASS A | 86614U100 | CL A | 10,600 | $175,000 | thousands by filing date | |
| ASSEMBLY BIOSCIENCES INC | 045396108 | COM | 10,521 | $173,000 | thousands by filing date | |
| CASA SYS INC | 14713L102 | COM | 42,317 | $171,000 | thousands by filing date | |
| QUOTIENT LTD | G73268107 | SHS | 32,769 | $168,000 | thousands by filing date | |
| KINDRED BIOSCIENCES INC COM | 494577109 | Stock | 39,150 | $168,000 | thousands by filing date | |
| BLUE BIRD CORP | 095306106 | COM | 13,379 | $163,000 | thousands by filing date | |
| AC IMMUNE SA | H00263105 | SHS | 32,909 | $161,000 | thousands by filing date | |
| MERUS N V | N5749R100 | COM | 13,179 | $158,000 | thousands by filing date | |
| ACCEL ENTERTAINMENT INC | 00436Q106 | COMMON STOCK | 14,453 | $155,000 | thousands by filing date | |
| UNITY BIOTECHNOLOGY INC | 91381U101 | COM | 44,900 | $155,000 | thousands by filing date | |
| IAMGOLD CORP COM | 450913108 | Stock | 40,300 | $154,000 | thousands by filing date | |
| CABALETTA BIO INC | 12674W109 | COMMON STOCK | 14,183 | $154,000 | thousands by filing date | |
| AIRGAIN INC | 00938A104 | COM | 11,445 | $153,000 | thousands by filing date | |
| API GROUP CORP COM STK | 00187Y100 | Stock | 10,580 | $151,000 | thousands by filing date | |
| PRECISION BIOSCIENCES INC | 74019P108 | COM | 24,586 | $151,000 | thousands by filing date | |
| CYCLERION THERAPEUTICS INC | 23255M105 | COM | 24,600 | $150,000 | thousands by filing date | |
| METALLUS INC | 887399103 | COMMON STOCK | 41,800 | $148,000 | thousands by filing date | |
| EIGER BIOPHARMACEUTICALS INC | 28249U105 | COM | 18,142 | $148,000 | thousands by filing date | |
| FORTERRA INC | 34960W106 | COM | 12,500 | $148,000 | thousands by filing date | |
| VERSO CORP | 92531L207 | CL A | 18,580 | $147,000 | thousands by filing date | |
| CROSSFIRST BANKSHARES INC | 22766M109 | COM | 16,468 | $143,000 | thousands by filing date | |
| Perion Network Ltd | M78673114 | COM | 18,876 | $132,000 | thousands by filing date | |
| NATIONAL OILWELL VARCO INC | 637071101 | COM | 14,208 | $129,000 | thousands by filing date | |
| ADAMAS PHARMACEUTICALS INC | 00548A106 | COM | 31,425 | $129,000 | thousands by filing date | |
| SURFACE ONCOLOGY INC | 86877M209 | COM | 18,754 | $129,000 | thousands by filing date | |
| INTERFACE INC | 458665304 | COM | 20,676 | $127,000 | thousands by filing date | |
| SECUREWORKS CORP | 81374A105 | CL A | 11,158 | $127,000 | thousands by filing date | |
| PAYSIGN INC | 70451A104 | COM | 20,842 | $118,000 | thousands by filing date | |
| ACTINIUM PHARMACEUTICALS | 00507W206 | COM | 11,539 | $112,000 | thousands by filing date | |
| FARMERS NATL BANC CORP | 309627107 | COMMON STOCK | 10,000 | $109,000 | thousands by filing date | |
| RYERSON HLDG CORP | 783754104 | COM | 18,116 | $104,000 | thousands by filing date | |
| GENIE ENERGY LTD | 372284208 | CL B | 11,564 | $93,000 | thousands by filing date | |
| HARROW INC | 415858109 | COM | 16,555 | $93,000 | thousands by filing date | |
| FARMER BROS CO | 307675108 | COM | 21,039 | $93,000 | thousands by filing date | |
| CORBUS PHARMACEUTICALS HLDGS | 21833P103 | COM | 51,249 | $92,000 | thousands by filing date | |
| KORU MEDICAL SYSTEMS INC | 759910102 | COMMON STOCK | 12,353 | $89,000 | thousands by filing date | |
| DIAMOND S SHIPPING INC COM | Y20676105 | COM | 12,951 | $89,000 | thousands by filing date | |
| IMMERSION CORPORATION | 452521107 | COMMON STOCK | 12,465 | $88,000 | thousands by filing date | |
| FIVE PRIME THERAPEUTICS INC. | 33830X104 | Common Stock | 18,800 | $88,000 | thousands by filing date | |
| IDT CORP | 448947507 | CL B NEW | 13,283 | $87,000 | thousands by filing date | |
| DAKTRONICS INC | 234264109 | COM | 21,738 | $86,000 | thousands by filing date | |
| NAVIGATOR HLDGS LTD SHS | Y62132108 | Stock | 10,215 | $85,000 | thousands by filing date | |
| SOLID BIOSCIENCES INC COM NEW | 83422E105 | Stock | 41,200 | $84,000 | thousands by filing date | |
| CARROLS RESTAURANT GROUP INC | 14574X104 | COM | 12,799 | $83,000 | thousands by filing date | |
| CONTAINER STORE GROUP INC | 210751103 | COMMON STOCK | 13,250 | $82,000 | thousands by filing date | |
| Carter Bank and Trust | 146102108 | Ordinary Shares | 12,300 | $82,000 | thousands by filing date | |
| CALITHERA BIOSCIENCES INC COM NEW | 13089P101 | Stock | 23,824 | $82,000 | thousands by filing date | |
| AQUESTIVE THERAPEUTICS INC COM | 03843E104 | Stock | 16,399 | $80,000 | thousands by filing date | |
| EVOLUS INC | 30052C107 | COM | 19,590 | $77,000 | thousands by filing date | |
| SELECT INTERIOR CONCEPTS INC CLASS | 816120307 | CL A | 10,700 | $74,000 | thousands by filing date | |
| ARDELYX INC | 039697107 | COM | 13,754 | $72,000 | thousands by filing date | |
| NORTH AMERN CONSTR GROUP LTD | 656811106 | COM | 11,049 | $72,000 | thousands by filing date | |
| RVL PHARMACEUTICALS PLC | G6S41R101 | COM | 13,165 | $71,000 | thousands by filing date | |
| GRAFTECH INTL LTD | 384313508 | COM | 10,011 | $68,000 | thousands by filing date | |
| SATSUMA PHARMACEUTICALS INC | 80405P107 | COM | 16,169 | $63,000 | thousands by filing date | |
| GEOSPACE TECHNOLOGIES CORP | 37364X109 | COM | 10,070 | $62,000 | thousands by filing date | |
| CITIZENS INC | 174740100 | COMMON STOCK | 10,300 | $57,000 | thousands by filing date | |
| RIVERVIEW BANCORP INC | 769397100 | COM | 11,917 | $49,000 | thousands by filing date | |
| ANTERO RESOURCES CORP COM | 03674X106 | Stock | 10,600 | $29,000 | thousands by filing date |
Amendment chain
| Filing | Role | Filed | Accepted | Ingested |
|---|---|---|---|---|
| 13F-HR 0001564702-20-000009 | this filing | 2020-11-16 | acceptance time not in the bulk data set |