HAP Trading, LLC
Follow13F filer, CIK 1484972, NEW YORK, NY
HAP Trading, LLC reported $1,153,266,587 across 724 holdings for the quarter ended 2024-12-31, in a 13F-HR filed 2025-02-13. Its ten largest share positions make up 41.07% of the portfolio.
Filed (acceptance time not in the bulk data set), ingested 13F-HR 0001085146-25-001310
- Period
- 2024-12-31
- Reported value
- $1.15B
- Holdings
- 724
- Top 10 weight
- 41.07%
- New
- 211
- Sold out
- 159
Largest buys vs the previous quarter
| Security | Shares change | Approx. value |
|---|---|---|
| TSLAnew | +46,957 | $19M |
| EWCadded | +448,972 | $18.1M |
| NVDAadded | +134,730 | $18.1M |
| AMDnew | +95,355 | $11.5M |
| NFLXnew | +11,449 | $10.2M |
Ranked by the share change valued at this quarter's implied price (value over shares in the 13F). A position sold out is valued at the previous quarter's price, its last report.
Largest sells vs the previous quarter
| Security | Shares change | Approx. value |
|---|---|---|
| PRIMO WATER CORPORATIONexited | -440,794 | -$11.1M |
| PARexited | -210,459 | -$11M |
| BAreduced | -48,855 | -$8.65M |
| HASIexited | -236,489 | -$8.15M |
| AVGOexited | -38,189 | -$6.59M |
Ranked by the share change valued at this quarter's implied price (value over shares in the 13F). A position sold out is valued at the previous quarter's price, its last report.
Back to all 102 share positions
Options
Puts and calls, as filed. The amount and value describe the underlying shares, not the option premium, so they stay out of % of portfolio (H5).
The largest 100 of 622. All 622
| Security | Type | Amount | Value | Change |
|---|---|---|---|---|
| APPAPPLOVIN CORP Stock | call | 634,900 | $176M | -25,500 |
| METAMETA PLATFORMS INC COM | call | 740,200 | $136M | -8,300 |
| RCLROYAL CARIBBEAN GROUP Stock | call | 361,300 | $42.8M | +900 |
| AVGOBROADCOM INC COM | call | 494,000 | $40.2M | -54,600 |
| COINCOINBASE GLOBAL INC Stock | call | 450,000 | $39.3M | +18,700 |
| UNITED STATES STL CORP NEWUNITED STATES STL CORP NEW COM | put | 7,760,700 | $38M | -2,461,600 |
| TSLATESLA INC COM | call | 304,000 | $27.4M | +113,700 |
| NVDANVIDIA CORPORATION COM | call | 819,200 | $26.8M | +108,600 |
| WDCWESTERN DIGITAL CORP COM | call | 1,434,100 | $26.5M | -127,100 |
| METAMETA PLATFORMS INC COM | put | 513,200 | $15.1M | +70,100 |
| CORCENCORA INC Stock | call | 549,500 | $13.9M | -77,400 |
| PANWPALO ALTO NETWORKS INC COM | call | 125,200 | $12M | +61,100 |
| AAPLAPPLE INC COM | call | 296,100 | $9.18M | +111,100 |
| EWCISHARES INC MSCI CDA ETF | put | 4,164,300 | $8.79M | +963,200 |
| MDBMONGODB INC Stock | put | 112,400 | $8.64M | -12,900 |
| UNITED STATES STL CORP NEWUNITED STATES STL CORP NEW COM | call | 6,208,000 | $8.59M | +811,100 |
| SPOTSPOTIFY TECHNOLOGY S A STOK | call | 56,500 | $7.59M | -4,600 |
| PLTRPALANTIR TECHNOLOGIES INC COM | call | 232,600 | $7.45M | -19,600 |
| BRK-BBERKSHIRE HATHAWAY INC DEL COM | call | 116,000 | $6.04M | +5,000 |
| GVAGRANITE CONSTR INC Stock | call | 207,100 | $5.95M | -8,000 |
| AMZNAMAZON COM INC COM | call | 213,000 | $5.94M | -1,100 |
| RDDTREDDIT INC Stock | call | 113,500 | $5.31M | new |
| TSLATESLA INC COM | put | 261,300 | $5.11M | +106,600 |
| WWAYFAIR INC CL A | call | 540,200 | $4.84M | +600 |
| SPYSTATE STR SPDR S&P 500 ETF T SHS | call | 140,900 | $4.65M | +21,100 |
| ONON SEMICONDUCTOR CORP Stock | call | 271,500 | $4.63M | -5,300 |
| QQQINVESCO QQQ TR COM | call | 107,700 | $4.1M | -1,600 |
| RTXRTX CORPORATION COM | call | 300,700 | $3.66M | +282,800 |
| CYTKCYTOKINETICS INC COM NEW | put | 95,500 | $3.34M | 0 |
| NFLXNETFLIX INC. COM | call | 61,500 | $3.24M | +41,000 |
| CCLCARNIVAL CORP Stock | call | 216,800 | $3.13M | -55,800 |
| CPRICAPRI HOLDINGS LIMITED SHS | put | 552,600 | $2.72M | -1,460,400 |
| RUNSUNRUN INC COM | put | 3,132,400 | $2.65M | +691,800 |
| JCIJOHNSON CONTROLS INTERNATION Stock | call | 200,200 | $2.49M | new |
| MSFTMICROSOFT CORP COM | call | 101,500 | $2.38M | +4,500 |
| AMDADVANCED MICRO DEVICES INC COM | put | 212,900 | $2.32M | +73,800 |
| WOLFSPEED INCWOLFSPEED INC COM | put | 321,200 | $2.3M | -97,900 |
| GOOGLALPHABET INC COM | call | 130,200 | $2.28M | -23,700 |
| DASHDOORDASH INC Stock | call | 143,600 | $2.12M | +41,900 |
| CORCENCORA INC Stock | put | 204,800 | $2.11M | -250,000 |
| TWLOTWILIO INC Stock | call | 62,200 | $2.06M | +51,900 |
| HALHALLIBURTON CO Stock | put | 208,500 | $1.94M | +700 |
| ACHRARCHER AVIATION INC COM CL A | call | 300,500 | $1.89M | new |
| GEOGEO GROUP INC COM | call | 102,400 | $1.89M | -200 |
| NEENEXTERA ENERGY INC COM | call | 170,200 | $1.84M | -7,500 |
| NVDANVIDIA CORPORATION COM | put | 763,500 | $1.75M | +58,400 |
| AVGOBROADCOM INC COM | put | 317,500 | $1.73M | +4,800 |
| XOMEXXON MOBIL CORP COM | put | 98,600 | $1.71M | -17,700 |
| ACNACCENTURE PLC IRELAND COM | call | 28,000 | $1.69M | -4,000 |
| ALBALBEMARLE CORP COM | put | 83,200 | $1.62M | new |
| TLNTALEN ENERGY CORP Stock | call | 33,000 | $1.61M | +900 |
| XOMEXXON MOBIL CORP COM | call | 224,000 | $1.61M | -53,700 |
| TQQQPROSHARES TR ULTRAPRO QQQ | call | 101,600 | $1.54M | -83,500 |
| SMCISUPER MICRO COMPUTER INC COM NEW | put | 203,000 | $1.52M | new |
| SPYSTATE STR SPDR S&P 500 ETF T SHS | put | 222,800 | $1.48M | -206,300 |
| INTCINTEL CORP COM | put | 317,100 | $1.46M | +162,000 |
| UBERUBER TECHNOLOGIES INC COM | call | 324,100 | $1.35M | +146,500 |
| GDSGDS HLDGS LTD ADR | call | 161,700 | $1.34M | +3,300 |
| CCITIGROUP INC COM | call | 204,200 | $1.25M | +107,900 |
| SHOPSHOPIFY INC CL A SUB VTG SHS | call | 85,800 | $1.25M | +41,500 |
| BABAALIBABA GROUP HLDG LTD SPONSORED ADS | put | 243,600 | $1.24M | +114,000 |
| CRWDCROWDSTRIKE HLDGS INC COM | call | 25,800 | $1.24M | -6,500 |
| CVSCVS HEALTH CORP COM | put | 88,000 | $1.23M | +19,500 |
| GOOGALPHABET INC COM | call | 46,000 | $1.17M | -16,600 |
| LLYELI LILLY & CO COM | put | 33,700 | $1.11M | +4,000 |
| LLYELI LILLY & CO COM | call | 24,200 | $1.08M | +6,100 |
| MSTRSTRATEGY INC Stock | call | 70,100 | $1.07M | new |
| TSMTAIWAN SEMICONDUCTOR MANUFAC SPONSORED ADS | call | 31,600 | $1.07M | -17,200 |
| WFCWELLS FARGO & CO COM | call | 96,600 | $1.07M | -20,500 |
| FLNAFILANA THERAPEUTICS INC CMN | put | 100,100 | $999K | +8,500 |
| COSTCOSTCO WHOLESALE CORPORATION COM | call | 24,500 | $979K | +4,600 |
| IRENIREN LIMITED STOK | put | 457,100 | $963K | +4,600 |
| CELHCELSIUS HLDGS INC COM NEW | put | 107,800 | $957K | new |
| IPINTERNATIONAL PAPER CO Stock | call | 148,500 | $946K | -200,200 |
| MSFTMICROSOFT CORP COM | put | 79,100 | $937K | +9,500 |
| GMGENERAL MTRS CO Stock | call | 154,900 | $921K | -13,400 |
| TLTISHARES TR 20 YR TR BD ETF | put | 222,000 | $921K | +88,400 |
| IRENIREN LIMITED STOK | call | 310,900 | $903K | +3,600 |
| ADBEADOBE INC COM | put | 34,000 | $892K | +17,600 |
| COINCOINBASE GLOBAL INC Stock | put | 72,700 | $860K | +11,600 |
| BABAALIBABA GROUP HLDG LTD SPONSORED ADS | call | 191,900 | $854K | -6,900 |
| UALUNITED AIRLS HLDGS INC Stock | call | 22,000 | $824K | +4,500 |
| UBERUBER TECHNOLOGIES INC COM | put | 219,200 | $824K | +175,100 |
| SOFISOFI TECHNOLOGIES INC Stock | call | 165,100 | $792K | +65,900 |
| BMRNBIOMARIN PHARMACEUTICAL INC COM | put | 32,700 | $768K | +1,000 |
| NKENIKE INC COM | put | 177,200 | $763K | +68,200 |
| MSTRSTRATEGY INC Stock | put | 8,300 | $760K | new |
| MUMICRON TECHNOLOGY INC COM | put | 214,300 | $758K | +180,000 |
| AMZNAMAZON COM INC COM | put | 142,400 | $755K | -58,700 |
| DXCMDEXCOM INC Stock | call | 133,700 | $752K | +6,200 |
| BEKEKE HLDGS INC ADR | call | 551,300 | $719K | +40,300 |
| GWREGUIDEWIRE SOFTWARE INC Stock | call | 40,600 | $692K | -100 |
| BACBANK OF AMER CORP COM | call | 197,200 | $685K | -37,500 |
| IVVISHARES TR SHS | call | 8,000 | $679K | -400 |
| CRMSALESFORCE INC COM | call | 19,600 | $676K | -10,200 |
| AMDADVANCED MICRO DEVICES INC COM | call | 88,400 | $672K | -57,500 |
| CHTRCHARTER COMMUNICATIONS INC COM | call | 22,000 | $668K | -200 |
| AMEDISYS INCAMEDISYS INC COM | put | 145,100 | $665K | +95,000 |
| CMGCHIPOTLE MEXICAN GRILL INC STOK | put | 422,200 | $663K | +218,100 |
| VISNVISTANCE NETWORKS INC COM | call | 180,300 | $660K | 0 |
Sold out in Q4 2024
Positions in the previous quarter's report that this quarter's report no longer lists.
| Security | Shares before | Value before | Type |
|---|---|---|---|
| PRIMO WATER CORPORATIONPRIMO WATER CORPORATION | 440,794 | $11.1M | shares |
| PARPAR TECHNOLOGY CORP | 210,459 | $11M | shares |
| HASIHA SUSTAINABLE INFRA CAP INC | 236,489 | $8.15M | shares |
| AVGOBROADCOM INC | 38,189 | $6.59M | shares |
| SUPER MICRO COMPUTER INCSUPER MICRO COMPUTER INC | 11,267 | $4.69M | shares |
| ALABASTERA LABS INC | 76,610 | $4.01M | shares |
| AMZNAMAZON COM INC | 19,179 | $3.57M | shares |
| SNOWSNOWFLAKE INC | 29,018 | $3.33M | shares |
| CRTOCRITEO S A | 79,427 | $3.2M | shares |
| CVNACARVANA CO | 14,603 | $2.54M | shares |
| TRTXTPG RE FIN TR INC | 277,289 | $2.37M | shares |
| CVXCHEVRON CORPORATION | 15,395 | $2.27M | shares |
| JEFJEFFERIES FINANCIAL GROUP IN | 36,553 | $2.25M | shares |
| COPCONOCOPHILLIPS | 21,248 | $2.24M | shares |
| CROXCROCS INC | 15,127 | $2.19M | shares |
| QTWOQ2 HLDGS INC | 60,300 | $2.13M | call |
| DELLDELL TECHNOLOGIES INC | 17,230 | $2.04M | shares |
| ABNBAIRBNB INC | 15,451 | $1.96M | shares |
| TPRTAPESTRY INC | 40,290 | $1.89M | shares |
| SPIRIT AIRLS INCSPIRIT AIRLS INC | 494,300 | $1.6M | put |
| FSLRFIRST SOLAR INC | 78,700 | $1.26M | call |
| PCVXVAXCYTE INC | 10,920 | $1.25M | shares |
| ECHOECHOSTAR CORP | 457,600 | $1.13M | call |
| SNYSANOFI SA | 18,678 | $1.08M | shares |
| ARISTA NETWORKS INCARISTA NETWORKS INC | 23,800 | $925K | call |
| LVSLAS VEGAS SANDS CORP | 16,245 | $818K | shares |
| UPSTUPSTART HLDGS INC | 17,792 | $712K | shares |
| GMGENERAL MTRS CO | 15,540 | $697K | shares |
| MRNAMODERNA INC | 27,400 | $642K | put |
| ARGXARGENX SE | 18,800 | $619K | call |
| HDHOME DEPOT INC | 17,400 | $596K | call |
| ADSKAUTODESK INC | 28,900 | $570K | call |
| GLNGGOLAR LNG LTD | 15,217 | $559K | shares |
| CRTOCRITEO S A | 138,300 | $526K | call |
| SWSMURFIT WESTROCK PLC | 10,087 | $498K | shares |
| SMARTSHEET INC. (CLASS A)SMARTSHEET INC. (CLASS A) | 150,300 | $458K | call |
| CRBGCOREBRIDGE FINL INC | 13,089 | $382K | shares |
| DIASTATE STR SPDR DOW JONES IND | 8,200 | $376K | call |
| ALABASTERA LABS INC | 96,400 | $355K | put |
| COPCONOCOPHILLIPS | 52,300 | $344K | put |
| BLDRBUILDERS FIRSTSOURCE INC | 5,700 | $343K | call |
| WDAYWORKDAY INC | 31,100 | $330K | call |
| TPRTAPESTRY INC | 56,900 | $326K | call |
| ANROALTO NEUROSCIENCE INC | 97,200 | $323K | call |
| BLACKROCK INCBLACKROCK INC | 2,500 | $318K | call |
| ONON SEMICONDUCTOR CORP | 57,600 | $313K | put |
| MELIMERCADOLIBRE INC | 2,900 | $311K | put |
| ASMLASML HLDG NV | 4,000 | $310K | call |
| R1 RCM INCR1 RCM INC | 472,200 | $307K | call |
| MELIMERCADOLIBRE INC | 2,200 | $293K | call |
| PCRXPACIRA BIOSCIENCES INC | 19,455 | $293K | shares |
| XPERXPERI INC | 31,351 | $290K | shares |
| KLACKLA CORP | 1,900 | $273K | call |
| LAM RESEARCH CORPLAM RESEARCH CORP | 8,900 | $270K | call |
| MAMASTERCARD INCORPORATED | 7,100 | $259K | call |
| CUBICUSTOMERS BANCORP INC | 42,000 | $242K | put |
| LOWLOWES COS INC | 8,100 | $240K | call |
| FTAIFTAI AVIATION LTD | 4,100 | $227K | call |
| WATWATERS CORP | 10,000 | $225K | call |
| EOSEEOS ENERGY ENTERPRISES INC | 74,569 | $221K | shares |
| BITOPROSHARES TR | 11,393 | $219K | shares |
| CMPSCOMPASS PATHWAYS PLC | 34,436 | $217K | shares |
| SUPER MICRO COMPUTER INCSUPER MICRO COMPUTER INC | 31,000 | $213K | put |
| XLKSELECT SECTOR SPDR TR | 18,200 | $211K | call |
| ULTAULTA BEAUTY INC | 9,700 | $208K | put |
| NCLHNORWEGIAN CRUISE LINE HLDGS | 10,142 | $208K | shares |
| CAVACAVA GROUP INC | 12,100 | $207K | call |
| MASIMASIMO CORP | 12,100 | $197K | call |
| NAVINAVIENT CORPORATION | 61,500 | $196K | put |
| CEGCONSTELLATION ENERGY CORP | 13,500 | $185K | call |
| ULTAULTA BEAUTY INC | 16,900 | $167K | call |
| BITOPROSHARES TR | 31,100 | $163K | put |
| GTESGATES INDL CORP PLC | 450,000 | $143K | call |
| INSMINSMED INC | 22,500 | $139K | call |
| TXNTEXAS INSTRS INC | 10,400 | $138K | call |
| PROSHARES TRPROSHARES TR | 41,300 | $127K | put |
| HASIHA SUSTAINABLE INFRA CAP INC | 235,000 | $123K | put |
| UPSUNITED PARCEL SVCS INC | 50,300 | $122K | put |
| NBIXNEUROCRINE BIOSCIENCES INC | 13,600 | $119K | put |
| PROSHARES TRPROSHARES TR | 228,400 | $117K | call |
| BCEBCE INC | 75,300 | $117K | put |
| PCRXPACIRA BIOSCIENCES INC | 22,300 | $113K | put |
| APDAIR PRODUCTS AND CHEMICALS I | 12,600 | $111K | call |
| DVNDEVON ENERGY CORP NEW | 11,200 | $106K | put |
| MCFTMASTERCRAFT BOAT HLDGS INC | 23,500 | $103K | put |
| BLACKROCK INCBLACKROCK INC | 12,200 | $90K | put |
| EVHEVOLENT HEALTH INC | 34,500 | $86.4K | put |
| ONONON HLDG AG | 16,000 | $84.3K | call |
| PCVXVAXCYTE INC | 25,000 | $78.1K | call |
| CHWYCHEWY INC | 29,500 | $77.3K | call |
| SOXXISHARES TR | 11,100 | $75.8K | call |
| NUGTDIREXION SHARES ETF TRUST | 12,900 | $60.7K | call |
| FULCFULCRUM THERAPEUTICS INC | 163,200 | $59.8K | put |
| ROKUROKU INC | 17,500 | $57K | put |
| XLESELECT SECTOR SPDR TR | 16,600 | $55.8K | put |
| ZMZOOM COMMUNICATIONS INC | 17,400 | $52.8K | call |
| VLOVALERO ENERGY CORP | 49,500 | $49.3K | call |
| IMMRIMMERSION CORP | 256,400 | $45.4K | put |
| SUPER MICRO COMPUTER INCSUPER MICRO COMPUTER INC | 27,200 | $43.3K | call |
| GRPNGROUPON INC | 149,000 | $42.8K | put |
| ZMZOOM COMMUNICATIONS INC | 15,600 | $39.2K | put |
| BDTXBLACK DIAMOND THERAPEUTICS I | 209,900 | $36.4K | call |
| VFCV F CORP | 13,600 | $35K | call |
| HDHOME DEPOT INC | 11,400 | $33.7K | put |
| VXXBARCLAYS BANK PLC | 14,050 | $33.6K | put |
| HAEHAEMONETICS CORP MASS | 82,900 | $33.4K | put |
| EWEDWARDS LIFESCIENCES CORP | 253,100 | $32.3K | call |
| NVDXETF OPPORTUNITIES TRUST | 18,000 | $29.2K | call |
| ONEWONEWATER MARINE INC | 57,800 | $28.9K | put |
| XPERXPERI INC | 100,000 | $25.6K | put |
| ZURAZURA BIO LTD | 50,000 | $25.5K | call |
| PROSHARES TR IIPROSHARES TR II | 18,705 | $25.5K | call |
| TMFDIREXION SHARES ETF TRUST | 11,600 | $22.1K | put |
| REDFIN CORPREDFIN CORP | 16,300 | $20.7K | call |
| PEPPEPSICO INC | 13,100 | $20.3K | put |
| CLBCORE LABORATORIES INC | 132,200 | $19.9K | call |
| SYMSYMBOTIC INC | 69,000 | $19.1K | put |
| ZURAZURA BIO LTD | 50,000 | $18.8K | put |
| BTUPEABODY ENGR CORP | 10,700 | $16.6K | call |
| LITGLOBAL X FDS | 12,500 | $16.5K | call |
| DOWDOW HLDGS INC | 12,100 | $15.6K | call |
| CRBGCOREBRIDGE FINL INC | 100,000 | $15K | put |
| JEPQJ P MORGAN EXCHANGE TRADED F | 16,300 | $14.2K | call |
| SESEA LTD | 103,600 | $14K | put |
| ETENERGY TRANSFER L P | 18,500 | $13.6K | put |
| NBIXNEUROCRINE BIOSCIENCES INC | 13,700 | $12.6K | call |
| GLNGGOLAR LNG LTD | 18,800 | $12.4K | put |
| XLPSELECT SECTOR SPDR TR | 15,400 | $10.9K | put |
| UECURANIUM ENERGY CORP | 87,700 | $9.97K | call |
| MASIMASIMO CORP | 10,900 | $9.72K | put |
| CARTMAPLEBEAR INC | 15,200 | $9.43K | put |
| CYBERARK SOFTWARE LTD/ISRAELCYBERARK SOFTWARE LTD/ISRAEL | 10,600 | $9.24K | put |
| CHWYCHEWY INC | 10,100 | $8.99K | put |
| CTASCINTAS CORP | 13,800 | $8.09K | put |
| CMPSCOMPASS PATHWAYS PLC | 80,000 | $8K | put |
| MMACYS INC | 10,700 | $5.45K | call |
| WYNNWYNN RESORTS LTD | 24,000 | $5.37K | put |
| HALHALLIBURTON CO | 13,100 | $5.15K | call |
| DOUGDOUGLAS ELLIMAN INC | 500,500 | $5.1K | put |
| PATHUIPATH INC | 15,300 | $4.49K | put |
| INFINERA CORPINFINERA CORP | 132,200 | $3.67K | put |
| BKLNINVESCO EXCH TRADED FD TR II | 13,100 | $3.23K | call |
| MOSMOSAIC CO | 11,900 | $2.63K | call |
| VLYVALLEY NATL BANCORP | 485,200 | $2.06K | put |
| PAAPLAINS ALL AMERN PIPELINE L | 12,900 | $1.59K | call |
| AGFIRST MAJESTIC SILVER CORP | 14,300 | $1.48K | call |
| MSOSADVISORSHARES TR | 225,000 | $1.46K | call |
| ARCADIUM LITHIUM PLCARCADIUM LITHIUM PLC | 11,440 | $1.35K | call |
| AMPLIFY ALTERNATIVE HARVEST…AMPLIFY ALTERNATIVE HARVEST ETF | 10,700 | $1.34K | call |
| KMXCARMAX INC | 36,200 | $1.32K | put |
| VECTOR GROUP LTDVECTOR GROUP LTD | 12,000 | $1.09K | call |
| INTEGRAL AD SCIENCE HLDNG COINTEGRAL AD SCIENCE HLDNG CO | 41,100 | $1.03K | call |
| JEPIJ P MORGAN EXCHANGE TRADED F | 11,600 | $1.01K | put |
| MATTERPORT INCMATTERPORT INC | 67,500 | $776 | put |
| SILJAMPLIFY ETF TR | 14,900 | $531 | put |
| UNITI GROUP INCUNITI GROUP INC | 41,200 | $488 | put |
| BDTXBLACK DIAMOND THERAPEUTICS I | 18,900 | $28 | put |
| SMARTSHEET INC. (CLASS A)SMARTSHEET INC. (CLASS A) | 80,000 | $8 | put |
| R1 RCM INCR1 RCM INC | 32,400 | $6 | put |
How Q4 2024 was built
Available 13F filings of this filer for the quarter and their roles: the base report is the latest original or restatement, NEW HOLDINGS amendments filed after it are added (method).
| Filing | Role | Amendment | Filed | Accepted | Ingested |
|---|---|---|---|---|---|
| 13F-HR 0001085146-25-001310 | base | 2025-02-13 | acceptance time not in the bulk data set |