CHARLES SCHWAB INVESTMENT MANAGEMENT INC
Follow13F filer, CIK 884546, SAN FRANCISCO, CA
CHARLES SCHWAB INVESTMENT MANAGEMENT INC reported $751,324,855,440 across 3,439 holdings for the quarter ended 2026-06-30, in a 13F-HR filed 2026-08-14. Its ten largest share positions make up 21.83% of the portfolio.
Filed (acceptance time not in the bulk data set), ingested 13F-HR 0001752724-26-000057
- Period
- 2026-06-30
- Reported value
- $751B
- Holdings
- 3,439
- Top 10 weight
- 21.83%
- New
- 147
- Sold out
- 163
Largest buys vs the previous quarter
| Security | Shares change | Approx. value |
|---|---|---|
| KLACadded | +9,428,586 | $2.84B |
| SCHGadded | +78,478,827 | $2.66B |
| ABTadded | +14,174,452 | $1.29B |
| BKNGadded | +7,140,499 | $1.27B |
| HDadded | +3,175,884 | $1.12B |
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 |
|---|---|---|
| FNDAreduced | -42,027,324 | -$1.6B |
| QCOMreduced | -8,554,376 | -$1.58B |
| TXNreduced | -4,755,927 | -$1.42B |
| FNDXreduced | -44,452,895 | -$1.38B |
| HONexited | -4,037,643 | -$913M |
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 3,438 share positions
Principal amounts
Notes and convertibles filed as a face amount (PRN). A face amount is never added to a share count (H6).
| Security | Type | Amount | Value | Change |
|---|---|---|---|---|
| TRITHOMSON REUTERS CORP Stock | principal | 393,196 | $32.1M | new |
Sold out in Q2 2026
Positions in the previous quarter's report that this quarter's report no longer lists.
| Security | Shares before | Value before | Type |
|---|---|---|---|
| HONHONEYWELL INTL INC | 4,037,643 | $913M | shares |
| CTRACOTERRA ENERGY INC | 22,455,534 | $789M | shares |
| XLKSELECT SECTOR SPDR TR | 2,224,210 | $296M | shares |
| CCLCARNIVAL CORP | 8,591,997 | $222M | shares |
| HOLXHOLOGIC INC | 2,157,358 | $163M | shares |
| DDDUPONT DE NEMOURS INC | 3,163,472 | $145M | shares |
| XLYSELECT SECTOR SPDR TR | 1,273,395 | $139M | shares |
| EFVISHARES TR | 1,548,880 | $115M | shares |
| ALAIR LEASE CORP | 1,219,291 | $79.2M | shares |
| SEESEALED AIR CORP NEW | 1,695,390 | $71.3M | shares |
| MASIMASIMO CORP | 386,898 | $68.8M | shares |
| CWANCLEARWATER ANALYTICS HLDGS I | 2,547,602 | $60.3M | shares |
| TPHTRI POINTE HOMES INC | 1,061,700 | $49.6M | shares |
| ACLXARCELLX INC | 346,092 | $39.7M | shares |
| TERNTERNS PHARMACEUTICALS INC | 747,377 | $39.4M | shares |
| FOLDAMICUS THERAPEUTIC | 2,514,240 | $36.4M | shares |
| CWENACLEARWAY ENERGY INC | 845,538 | $33.1M | shares |
| TRITHOMSON REUTERS CORP | 366,670 | $33M | shares |
| CSGSCSG SYS INTL INC | 390,993 | $31.3M | shares |
| VREVERIS RESIDENTIAL INC | 1,541,045 | $29.1M | shares |
| NVRIENVIRI CORP | 1,481,992 | $29.1M | shares |
| APLSAPELLIS PHARMACEUTICALS INC | 675,864 | $27.2M | shares |
| KWKENNEDY-WILSON HOLDINGS INC | 2,012,785 | $21.8M | shares |
| PKSTPEAKSTONE REALTY TRUST | 803,994 | $16.8M | shares |
| PRAPROASSURANCE CORP | 656,614 | $16.2M | shares |
| SNCYSUN CTRY AIRLS HLDGS INC | 852,582 | $14.1M | shares |
| SLNOSOLENO THERAPEUTICS INC | 405,910 | $13.6M | shares |
| THRTHERMON GROUP HLDGS INC | 269,314 | $13.6M | shares |
| DAWNDAY ONE BIOPHARMACEUTICALS I | 617,561 | $13.2M | shares |
| AMWDAMERICAN WOODMARK CORP | 319,445 | $12.7M | shares |
| OSONESTREAM INC | 499,512 | $12M | shares |
| EHABENHABIT INC | 756,154 | $10.7M | shares |
| GDENGOLDEN ENTMT INC | 366,004 | $9.77M | shares |
| CVGWCALAVO GROWERS INC | 377,525 | $9.74M | shares |
| GLDDGREAT LAKES DREDGE & DOCK CO | 558,012 | $9.49M | shares |
| MCWMISTER CAR WASH INC | 978,388 | $6.82M | shares |
| KALVKALVISTA PHARMACEUTICALS INC | 323,451 | $6.51M | shares |
| HTBKHERITAGE COMM CORP | 508,183 | $6.34M | shares |
| CTLPCANTALOUPE INC | 482,860 | $5.22M | shares |
| SASEABRIDGE GOLD INC | 184,208 | $5.21M | shares |
| STKLSUNOPTA INC | 779,678 | $5.05M | shares |
| TGBTASEKO MINES LTD | 721,163 | $4.66M | shares |
| SEMRSEMRUSH HLDGS INC | 384,336 | $4.59M | shares |
| FFICFLUSHING FINL CORP | 272,863 | $4.19M | shares |
| FFWMFIRST FNDTN INC | 625,603 | $3.69M | shares |
| DHILDIAMOND HILL INVT GROUP INC | 20,700 | $3.56M | shares |
| UDMYUDEMY INC | 754,217 | $3.48M | shares |
| MNDYMONDAY COM LTD | 45,940 | $3.17M | shares |
| ONTFON24 INC | 316,798 | $2.57M | shares |
| CUKCARNIVAL PLC | 85,501 | $2.2M | shares |
| SNBRQSLEEP NUMBER CORP | 1,154,388 | $2.07M | shares |
| PGYPAGAYA TECHNOLOGIES LTD | 132,693 | $1.55M | shares |
| EWCZEUROPEAN WAX CTR INC | 263,251 | $1.52M | shares |
| RZLVREZOLVE AI PLC | 488,130 | $1.25M | shares |
| GRFSGRIFOLS S A | 119,303 | $957K | shares |
| QVCAQQVC GROUP INC | 383,482 | $832K | shares |
| DMRCDIGIMARC CORP NEW | 155,854 | $765K | shares |
| GVIISHARES TR | 6,510 | $694K | shares |
| BLFYBLUE FOUNDRY BANCORP | 49,739 | $659K | shares |
| SGMOQSANGAMO THERAPEUTICS INC | 2,352,360 | $581K | shares |
| STRSSTRATUS PPTYS INC | 18,022 | $550K | shares |
| NAKANAKAMOTO INC | 2,489,042 | $550K | shares |
| OPRXOPTIMIZERX CORP | 82,072 | $515K | shares |
| LNKBLINKBANCORP INC | 60,094 | $501K | shares |
| ZGZILLOW GROUP INC | 11,493 | $476K | shares |
| VTEXVTEX | 115,418 | $462K | shares |
| BYRNBYRNA TECHNOLOGIES INC | 48,065 | $441K | shares |
| BARKBARK INC | 820,654 | $416K | shares |
| MKC-VMCCORMICK & CO INC | 7,873 | $397K | shares |
| UBFOUNITED SEC BANCSHARES CALIF | 36,885 | $388K | shares |
| SNWVSANUWAVE HEALTH INC | 21,935 | $379K | shares |
| FNWDFINWARD BANCORP | 9,982 | $362K | shares |
| SBFGSB FINL GROUP INC | 16,615 | $349K | shares |
| NNOXNANO X IMAGING LTD | 153,492 | $348K | shares |
| AKREPROFESIONALLY MANAGED PORTFO | 5,911 | $312K | shares |
| BSETBASSETT FURNITURE INDS INC | 21,835 | $309K | shares |
| SKYXSKYX PLATFORMS CORP | 274,192 | $307K | shares |
| UPWHEELS UP EXPERIENCE INC | 573,024 | $296K | shares |
| ACNTASCENT INDUSTRIES CO | 21,703 | $289K | shares |
| BF-ABROWN FORMAN CORP | 10,552 | $283K | shares |
| EMLEASTERN CO | 13,759 | $278K | shares |
| UNBUNION BANKSHARES INC | 11,210 | $273K | shares |
| RVSBRIVERVIEW BANCORP INC | 48,776 | $268K | shares |
| CRDFCARDIFF ONCOLOGY INC | 164,708 | $267K | shares |
| RPTRITHM PPTY TR INC | 19,503 | $261K | shares |
| SFBCSOUND FINL BANCORP INC | 5,831 | $255K | shares |
| AOUTAMERICAN OUTDOOR BRANDS INC | 26,595 | $248K | shares |
| ALDXALDEYRA THERAPEUTICS INC | 139,029 | $235K | shares |
| KULRKULR TECHNOLOGY GROUP INC | 98,710 | $234K | shares |
| PNBKPATRIOT NATL BANCORP INC | 178,145 | $230K | shares |
| SPWRSUNPOWER INC | 178,125 | $226K | shares |
| VIRCVIRCO MFG CO | 36,887 | $226K | shares |
| DERMJOURNEY MED CORP | 45,331 | $213K | shares |
| SUNSSUNRISE RLTY TR INC | 25,744 | $197K | shares |
| MPXMARINE PRODS CORP | 25,735 | $187K | shares |
| ARQARQ INC | 69,775 | $179K | shares |
| HURATUHURA BIOSCIENCES INC | 98,937 | $177K | shares |
| CSPICSP INC | 19,242 | $166K | shares |
| ATYRATYR PHARMA INC | 210,737 | $164K | shares |
| OMOUTSET MED INC | 41,162 | $158K | shares |
| GRSDGRANDSTAND LTD | 40,513 | $157K | shares |
| HFFGHF FOODS GROUP INC | 81,839 | $151K | shares |
| NRDYNERDY INC | 184,366 | $150K | shares |
| LAKELAKELAND INDS INC | 18,345 | $150K | shares |
| PROPPRAIRIE OPER CO | 69,641 | $141K | shares |
| LNSRLENSAR INC | 23,604 | $141K | shares |
| LFTLUMENT FINANCE TRUST INC | 111,291 | $140K | shares |
| MAPSWM TECHNOLOGY INC | 210,413 | $139K | shares |
| AISPAIRSHIP AI HLDGS INC | 58,953 | $133K | shares |
| ZVIAZEVIA PBC | 110,465 | $129K | shares |
| SSTISOUNDTHINKING INC | 19,159 | $127K | shares |
| EPEMPIRE PETE CORP | 42,619 | $126K | shares |
| GEOSGEOSPACE TECHNOLOGIES CORP | 10,335 | $126K | shares |
| AEYEAUDIOEYE INC | 19,509 | $124K | shares |
| AVDAMERICAN VANGUARD CORP | 49,793 | $124K | shares |
| STIMNEURONETICS INC | 82,123 | $119K | shares |
| LFVNLIFEVANTAGE CORP | 27,028 | $117K | shares |
| GAIAGAIA INC NEW | 42,146 | $117K | shares |
| DVLTDATAVAULT AI INC | 174,967 | $108K | shares |
| AARDAARDVARK THERAPEUTICS INC | 28,000 | $106K | shares |
| MYPSPLAYSTUDIOS INC | 223,785 | $105K | shares |
| TZOOTRAVELZOO | 17,542 | $104K | shares |
| BEEPMOBILE INFRASTRUCTURE CORP | 46,074 | $103K | shares |
| BNCBNB STANDARD CORP | 34,988 | $102K | shares |
| VTIXVIRTUIX HOLDINGS INC. | 15,000 | $102K | shares |
| MLKMFWALDENCAST PLC | 106,168 | $101K | shares |
| EMPDEMPERY DIGITAL INC | 23,172 | $98K | shares |
| FFAIFARADAY FUTURE INTLGT ELEC I | 351,113 | $96.5K | shares |
| IMUXIMMUNIC INC | 85,000 | $94.3K | shares |
| EHTHEHEALTH INC | 72,011 | $92.9K | shares |
| ARAYACCURAY INC DEL | 239,163 | $92.8K | shares |
| LUNGPULMONX CORP | 71,319 | $92K | shares |
| SEATVIVID SEATS INC | 13,306 | $78.6K | shares |
| OWLTOWLET INC | 14,935 | $76.8K | shares |
| PAAIPARADIUMAI INC | 31,851 | $69.1K | shares |
| DFDVDEFI DEVELOPMENT CORP | 20,914 | $68.8K | shares |
| CLPRCLIPPER RLTY INC | 22,401 | $67.7K | shares |
| SIEBSIEBERT FINL CORP | 35,189 | $67.6K | shares |
| TEADTEADS HLDG CO | 90,279 | $59.5K | shares |
| BTMDBIOTE CORP | 42,188 | $57K | shares |
| INMBINMUNE BIO INC | 50,252 | $56.8K | shares |
| ISPRISPIRE TECHNOLOGY INC | 30,614 | $56.3K | shares |
| MYOMYOMO INC | 81,566 | $55.1K | shares |
| PEPGPEPGEN INC | 27,012 | $47.8K | shares |
| SKILSKILLSOFT CORP | 11,123 | $47.7K | shares |
| SLSNSOLESENCE INC | 47,387 | $45K | shares |
| FLNAFILANA THERAPEUTICS INC | 25,561 | $43.2K | shares |
| CIRCCIRCLE8 GROUP INC | 13,194 | $40K | shares |
| GOCOGOHEALTH INC | 26,448 | $39.9K | shares |
| NEOVNEOVOLTA INC | 12,964 | $39.9K | shares |
| TVRDTVARDI THERAPEUTICS INC | 11,784 | $37.5K | shares |
| NEONNEONODE INC | 26,356 | $36.9K | shares |
| NXXTNEXTNRG INC | 87,076 | $34.8K | shares |
| TNYATENAYA THERAPEUTICS INC | 50,000 | $34.6K | shares |
| SAFXXCF GLOBAL INC | 89,675 | $32.8K | shares |
| ACTUACTUATE THERAPEUTICS INC | 11,146 | $30.5K | shares |
| VANIVIVANI MEDICAL INC | 30,016 | $30K | shares |
| SERASERA PROGNOSTICS INC | 12,085 | $24.5K | shares |
| PETSPETMED EXPRESS INC | 10,066 | $22.9K | shares |
| FLDFOLD HLDGS INC | 15,777 | $20.8K | shares |
| OPTTOCEAN PWR TECHNOLOGIES INC | 50,000 | $17.5K | shares |
| PMIPICARD MEDICAL INC | 16,130 | $16.8K | shares |
| AIIOROBO.AI INC. | 12,769 | $1.36K | shares |
How Q2 2026 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 0001752724-26-000057 | base | 2026-08-14 | acceptance time not in the bulk data set |
Filings
Every filing of this filer: 13F reports and notices, the 13D and 13G it filed or is a reporting person of, and Forms 3, 4 and 5 it reported as an owner.
| Filing | Subject | Filed | Accepted | Ingested |
|---|---|---|---|---|
| 13F-HR 0001752724-26-000057 | Quarter ended 2026-06-30 | 2026-08-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001752724-26-000037 | Quarter ended 2026-03-31 | 2026-05-15 | acceptance time not in the bulk data set | |
| 13F-HR 0001752724-26-000003 | Quarter ended 2025-12-31 | 2026-02-13 | acceptance time not in the bulk data set | |
| 13F-HR 0001752724-25-215019 | Quarter ended 2025-09-30 | 2025-11-10 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001752724-25-215014 | Quarter ended 2025-03-31 | 2025-09-15 | acceptance time not in the bulk data set | |
| 13F-HR 0001752724-25-186359 | Quarter ended 2025-06-30 | 2025-08-12 | acceptance time not in the bulk data set | |
| 13F-HR 0001752724-25-099334 | Quarter ended 2025-03-31 | 2025-05-09 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001752724-25-024193 | Quarter ended 2024-06-30 | 2025-02-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001752724-25-020817 | Quarter ended 2024-12-31 | 2025-02-06 | acceptance time not in the bulk data set | |
| 13F-HR 0001752724-24-247180 | Quarter ended 2024-09-30 | 2024-11-12 | acceptance time not in the bulk data set | |
| 13F-HR 0001752724-24-173283 | Quarter ended 2024-06-30 | 2024-08-12 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-24-002332 | Quarter ended 2024-03-31 | 2024-05-09 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-24-000789 | Quarter ended 2023-12-31 | 2024-02-06 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001085146-24-000008 | Quarter ended 2022-12-31 | 2024-01-04 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001085146-24-000009 | Quarter ended 2023-03-31 | 2024-01-04 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001085146-24-000005 | Quarter ended 2022-03-31 | 2024-01-04 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001085146-24-000006 | Quarter ended 2022-06-30 | 2024-01-04 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001085146-24-000007 | Quarter ended 2022-09-30 | 2024-01-04 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001085146-24-000010 | Quarter ended 2023-06-30 | 2024-01-04 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-23-004202 | Quarter ended 2023-09-30 | 2023-11-08 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-23-003189 | Quarter ended 2023-06-30 | 2023-08-10 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-23-002266 | Quarter ended 2023-03-31 | 2023-05-12 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-23-001129 | Quarter ended 2022-12-31 | 2023-02-13 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-22-004055 | Quarter ended 2022-09-30 | 2022-11-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-22-003096 | Quarter ended 2022-06-30 | 2022-08-15 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-22-002078 | Quarter ended 2022-03-31 | 2022-05-13 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-22-000879 | Quarter ended 2021-12-31 | 2022-02-11 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-21-003391 | Quarter ended 2021-09-30 | 2021-11-16 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-21-002563 | Quarter ended 2021-06-30 | 2021-08-16 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-21-001720 | Quarter ended 2021-03-31 | 2021-05-17 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-21-000775 | Quarter ended 2020-12-31 | 2021-02-16 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-20-002919 | Quarter ended 2020-09-30 | 2020-11-13 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001085146-20-002365 | Quarter ended 2020-06-30 | 2020-08-20 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-20-002231 | Quarter ended 2020-06-30 | 2020-08-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-20-001592 | Quarter ended 2020-03-31 | 2020-05-15 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-20-000439 | Quarter ended 2019-12-31 | 2020-02-07 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-19-002770 | Quarter ended 2019-09-30 | 2019-11-08 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-19-002177 | Quarter ended 2019-06-30 | 2019-08-09 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-19-001564 | Quarter ended 2019-03-31 | 2019-05-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-19-000877 | Quarter ended 2018-12-31 | 2019-02-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-18-002593 | Quarter ended 2018-09-30 | 2018-11-13 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-18-001898 | Quarter ended 2018-06-30 | 2018-08-08 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-18-001257 | Quarter ended 2018-03-31 | 2018-05-07 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-18-000152 | Quarter ended 2017-12-31 | 2018-01-17 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-17-002262 | Quarter ended 2017-09-30 | 2017-11-13 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-17-001607 | Quarter ended 2017-06-30 | 2017-08-02 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-17-001293 | Quarter ended 2017-03-31 | 2017-05-15 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-17-000565 | Quarter ended 2016-12-31 | 2017-02-13 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-16-004851 | Quarter ended 2016-09-30 | 2016-11-14 | acceptance time not in the bulk data set | |
| 13F-HR/A 0001085146-16-004377 | Quarter ended 2016-06-30 | 2016-08-18 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-16-004341 | Quarter ended 2016-06-30 | 2016-08-15 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-16-003596 | Quarter ended 2016-03-31 | 2016-05-05 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-16-003017 | Quarter ended 2015-12-31 | 2016-02-11 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-15-002340 | Quarter ended 2015-09-30 | 2015-11-13 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-15-001787 | Quarter ended 2015-06-30 | 2015-08-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-15-001226 | Quarter ended 2015-03-31 | 2015-05-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-15-000528 | Quarter ended 2014-12-31 | 2015-02-17 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-14-002154 | Quarter ended 2014-09-30 | 2014-11-10 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-14-001457 | Quarter ended 2014-06-30 | 2014-07-30 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-14-000922 | Quarter ended 2014-03-31 | 2014-04-29 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-14-000619 | Quarter ended 2013-12-31 | 2014-02-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-13-001940 | Quarter ended 2013-09-30 | 2013-11-14 | acceptance time not in the bulk data set | |
| 13F-HR 0001085146-13-001288 | Quarter ended 2013-06-30 | 2013-08-05 | acceptance time not in the bulk data set |