Datasets:
cusip large_stringlengths 9 9 | cusip6 large_stringlengths 6 6 | ticker large_stringlengths 1 15 | cik large_stringlengths 10 10 ⌀ | issuer_name large_stringlengths 3 30 | first_seen date32 | last_seen date32 | observations int32 1 4.06k | match_method large_stringclasses 4
values | match_confidence large_stringclasses 4
values | looks_like_fund bool 2
classes | inserted_at timestamp[us, tz=UTC]date 2026-09-07 10:09:36 2026-09-07 10:09:36 |
|---|---|---|---|---|---|---|---|---|---|---|---|
000021303 | 000021 | ANAFF | null | A & A INTERNATIONAL INDS INC | 2010-10-13 | 2010-10-27 | 11 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K018 | 00006K | TESTA | null | CLOSEOUT TEST C#1 | 2009-07-01 | 2012-01-23 | 640 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K026 | 00006K | TESTB | null | CLOSEOUT TEST C#2 | 2009-07-01 | 2014-07-07 | 645 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K034 | 00006K | TESTC | null | CLOSEOUT TEST C#3 | 2009-07-01 | 2014-05-05 | 643 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K042 | 00006K | TESTD | null | CLOSEOUT TEST C#4 | 2009-07-01 | 2014-07-25 | 648 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K059 | 00006K | TESTE | null | CLOSEOUT TEST C#5 | 2009-07-01 | 2014-07-07 | 645 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K067 | 00006K | TESTF | null | CLOSEOUT TEST C#6 | 2009-07-01 | 2014-05-05 | 643 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K075 | 00006K | TESTG | null | CLOSEOUT TEST C#7 | 2009-07-01 | 2014-05-05 | 643 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K083 | 00006K | TESTH | null | CLOSEOUT TEST C#8 | 2009-07-01 | 2014-05-05 | 643 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K091 | 00006K | TESTI | null | CLOSEOUT TEST C#9 | 2009-07-01 | 2014-05-05 | 643 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K109 | 00006K | TESTJ | null | CLOSEOUT TEST C#10 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K133 | 00006K | TESTM | null | CLOSEOUT TEST C#13 | 2009-07-01 | 2014-05-08 | 644 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K166 | 00006K | TESTP | null | CLOSEOUT TEST C#16 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K174 | 00006K | TESTQ | null | CLOSEOUT TEST C#17 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K182 | 00006K | TESTR | null | CLOSEOUT TEST C#18 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K190 | 00006K | TESTS | null | CLOSEOUT TEST C#19 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K208 | 00006K | TESTT | null | CLOSEOUT TEST C#20 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K216 | 00006K | TESTU | null | CLOSEOUT TEST C#21 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K224 | 00006K | TESTV | null | CLOSEOUT TEST C#22 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K232 | 00006K | TESTW | null | CLOSEOUT TEST C#23 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K240 | 00006K | TESTX | null | CLOSEOUT TEST C#24 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K257 | 00006K | TESTY | null | CLOSEOUT TEST C#25 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K265 | 00006K | TESTZ | null | CLOSEOUT TEST C#26 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K273 | 00006K | TESTAA | null | CLOSEOUT TEST C#27 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K281 | 00006K | TESTBB | null | CLOSEOUT TEST C#28 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K299 | 00006K | TESTCC | null | CLOSEOUT TEST C#29 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K307 | 00006K | TESTDD | null | CLOSEOUT TEST C#30 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K315 | 00006K | TESTEE | null | CLOSEOUT TEST C#31 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K349 | 00006K | TESTHH | null | CLOSEOUT TEST C#34 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K356 | 00006K | TESTII | null | CLOSEOUT TEST C#35 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K380 | 00006K | TESTLL | null | CLOSEOUT TEST C#38 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K398 | 00006K | TESTMM | null | CLOSEOUT TEST C#39 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K406 | 00006K | TESTNN | null | CLOSEOUT TEST C#40 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K414 | 00006K | TESTOO | null | CLOSEOUT TEST C#41 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K422 | 00006K | TESTPP | null | CLOSEOUT TEST C#42 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K430 | 00006K | TESTQQ | null | CLOSEOUT TEST C#43 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00006K448 | 00006K | TESTRR | null | CLOSEOUT TEST C#44 | 2009-07-01 | 2012-01-25 | 642 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000101105 | 000101 | AJVE | null | A & J VENTURE CAP GROUP INC CO | 2010-06-10 | 2010-12-22 | 24 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000303107 | 000303 | AQBN | null | AAB NATL INC CO COMMON STOCK | 2015-06-08 | 2025-05-20 | 9 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000304105 | 000304 | AACAY | null | AAC TECHNOLOGIES HOLDINGS INC | 2009-07-02 | 2026-08-13 | 1,677 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000307108 | 000307 | AAC | 0001606180 | AAC HLDGS INC COM STK (NV) | 2014-10-07 | 2019-10-29 | 800 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
000307108 | 000307 | AACH | 0001606180 | AAC HLDGS INC COM STK (NV) | 2019-10-30 | 2021-04-15 | 185 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00032Q104 | 00032Q | AADI | 0001422142 | AADI BIOSCIENCE INC COM (DE) | 2021-08-31 | 2025-03-13 | 316 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
00032Q104 | 00032Q | WHWK | 0001422142 | WHITEHAWK THERAPEUTICS, INC. C | 2025-03-24 | 2026-08-13 | 43 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
000336206 | 000336 | GFW | null | AAG HLDG INC SR DEB 7.5% 11/05 | 2009-07-01 | 2012-06-29 | 449 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000336206 | 000336 | GFWCL | null | AAG HLDG INC SR DEB 7.5% 11/05 | 2012-07-02 | 2012-07-12 | 8 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000336305 | 000336 | GFZ | null | AAG HLDG INC GTD SER DEB | 2009-07-06 | 2012-06-26 | 303 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000354100 | 000354 | ANTQ | null | A A IMPORTING INC | 2010-11-09 | 2011-02-11 | 2 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000360206 | 000360 | AAON | 0000824142 | AAON INC | 2009-07-06 | 2026-08-14 | 2,055 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
000361105 | 000361 | AIR | 0000001750 | A A R CORP | 2009-07-01 | 2026-08-12 | 1,693 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
00036H100 | 00036H | PUSOF | null | AAPKI VENTURES INC COM(CANADA) | 2024-05-03 | 2026-01-22 | 9 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000375204 | 000375 | ABB | 0001091587 | ABB LTD ADS ( 1 REG SHS) | 2009-07-01 | 2023-05-23 | 2,277 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
000375204 | 000375 | ABBNY | 0001091587 | ABB LTD ADS ( 1 REG SHS) | 2023-05-25 | 2026-08-06 | 288 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
00037T103 | 00037T | AAPJ | null | AAP, INC. COMMON STOCK | 2012-07-18 | 2025-05-13 | 166 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00037W106 | 00037W | ABTO | 0001435161 | AB&T Financial Corporation (NC | 2009-07-16 | 2023-06-30 | 132 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
000380105 | 000380 | ABCZY | null | ABCAM PLC UNSPON ADR (UK) | 2010-06-03 | 2020-11-02 | 1,426 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000380204 | 000380 | ABCM | null | ABCAM PLC SPONSORED ADS | 2020-10-26 | 2023-12-13 | 546 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00039J103 | 00039J | YEAR | 0000847431 | AB ACTIVE ETFS INC ULTRA SHORT | 2022-09-16 | 2026-08-14 | 768 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J202 | 00039J | TAFI | 0000847431 | AB ACTIVE ETFS INC TAX-AWARE S | 2022-09-16 | 2026-08-12 | 751 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J301 | 00039J | LOWV | 0000847431 | AB ACTIVE ETFS INC US LOW VOLA | 2023-03-24 | 2026-08-14 | 558 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J400 | 00039J | HIDV | 0000847431 | AB ACTIVE ETFS INC US HIGH DIV | 2023-03-24 | 2026-08-07 | 488 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J509 | 00039J | FWD | 0000847431 | AB ACTIVE ETFS INC DISRUPTORS | 2023-03-24 | 2026-08-14 | 749 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J608 | 00039J | HYFI | 0000847431 | AB ACTIVE ETFS INC HIGH YIELD | 2023-05-17 | 2026-08-14 | 661 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J707 | 00039J | LRGC | 0000847431 | AB ACTIVE ETFS INC AB US LARGE | 2023-09-22 | 2026-08-11 | 563 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J731 | 00039J | XCHG | 0000847431 | AB ACTIVE ETFS INC US EQUITY E | 2025-12-16 | 2026-08-13 | 44 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J749 | 00039J | IGGY | 0000847431 | AB ACTIVE ETFS INC INTL GROWTH | 2025-09-19 | 2026-08-14 | 118 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J756 | 00039J | CORB | 0000847431 | AB ACTIVE ETFS INC CORE BD ETF | 2025-11-12 | 2026-08-14 | 124 | cusip6_inherited | medium | true | 2026-09-07T10:09:36.444000 |
00039J764 | 00039J | NYM | 0000847431 | AB ACTIVE ETFS INC N Y INTERME | 2025-11-12 | 2026-08-14 | 101 | ticker_only | low | false | 2026-09-07T10:09:36.444000 |
00039J772 | 00039J | CAM | 0000941548 | AB ACTIVE ETFS INC CALIFORNIA | 2025-10-07 | 2026-08-14 | 164 | ticker_only | low | false | 2026-09-07T10:09:36.444000 |
00039J780 | 00039J | EMOP | 0000847431 | AB ACTIVE ETFS INC EMERGING MK | 2025-06-20 | 2026-08-14 | 220 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J798 | 00039J | BUFM | 0000847431 | AB ACTIVE ETFS INC MODERATE BU | 2024-12-11 | 2026-08-13 | 249 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J806 | 00039J | BUFC | 0000847431 | AB ACTIVE ETFS INC CONSERVATIV | 2023-12-15 | 2026-08-14 | 272 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J814 | 00039J | BUFI | 0000847431 | AB ACTIVE ETFS INC INTL BUFFER | 2024-12-11 | 2026-08-13 | 244 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J822 | 00039J | ILOW | 0000847431 | AB ACTIVE ETFS INC INTL LOW VO | 2024-07-17 | 2026-08-06 | 313 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J830 | 00039J | SYFI | 0000847431 | AB ACTIVE ETFS INC SHORT DURAT | 2024-06-11 | 2026-08-14 | 433 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J848 | 00039J | SDFI | 0000847431 | AB ACTIVE ETFS INC SHORT DURAT | 2024-06-12 | 2026-08-13 | 310 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J855 | 00039J | CPLS | 0000847431 | AB ACTIVE ETFS INC CORE PLUS B | 2023-12-15 | 2026-07-09 | 320 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J863 | 00039J | EYEG | 0001372514 | AB ACTIVE ETFS INC CORPORATE B | 2023-12-15 | 2026-08-14 | 254 | ticker_only | low | false | 2026-09-07T10:09:36.444000 |
00039J871 | 00039J | TAFL | 0000847431 | AB ACTIVE ETFS INC TAX-AWARE L | 2023-12-15 | 2026-08-14 | 367 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00039J889 | 00039J | TAFM | 0000847431 | AB ACTIVE ETFS INC TAX-AWARE I | 2023-12-29 | 2026-08-13 | 459 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00077C408 | 00077C | AGRPY | null | ABSA GROUP LTD SPONS ADR REP 2 | 2009-07-23 | 2013-08-21 | 152 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000788109 | 000788 | ABWG | null | A.B. WATLEY GROUP INC | 2010-02-25 | 2013-10-16 | 12 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
000801100 | 000801 | ACDBF | null | AC/DC BATTERY METALS INC COM ( | 2024-08-13 | 2026-01-23 | 13 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00080Q105 | 00080Q | AAVMY | null | ABN AMRO BK N V AMSTERDAM BRH | 2019-08-13 | 2026-08-14 | 534 | unmatched | none | false | 2026-09-07T10:09:36.444000 |
00080V203 | 00080V | ABNPRF | null | ABN AMRO HLDG N.V. CAP FDG TR | 2009-07-01 | 2009-09-30 | 61 | unmatched | none | true | 2026-09-07T10:09:36.444000 |
00081T108 | 00081T | ABD | 0000712034 | ACCO BRANDS CORPORATION | 2009-07-01 | 2012-05-01 | 429 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
00081T108 | 00081T | ACCO | 0000712034 | ACCO BRANDS CORPORATION | 2012-05-02 | 2026-08-05 | 1,158 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
000833103 | 000833 | ACAH | 0001836274 | ACA CAPITAL HOLDINGS INC COM | 2009-07-27 | 2009-08-06 | 2 | ticker_only | low | false | 2026-09-07T10:09:36.444000 |
00083D606 | 00083D | SGH | 0001616533 | AB SVENSK ACCL RTN NTS LNK | 2010-01-05 | 2010-01-22 | 3 | ticker_only | low | false | 2026-09-07T10:09:36.444000 |
00083D713 | 00083D | SBK | 0001042521 | AB SVENSK EXPORT CAPPED LEVERA | 2010-02-10 | 2010-07-30 | 4 | ticker_only | low | false | 2026-09-07T10:09:36.444000 |
00083D796 | 00083D | RFW | 0001042521 | AB SVENSK EXPORTKREDIT RUSSELL | 2009-09-24 | 2010-07-27 | 32 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00083D820 | 00083D | SCB | 0000894508 | AB SVENSK EXPORTKREDIT SPX CAP | 2009-10-01 | 2010-05-17 | 19 | ticker_only | low | false | 2026-09-07T10:09:36.444000 |
00083D846 | 00083D | SPD | 0001042521 | AB SVENSK EXPORTKREDIT SPX ARN | 2009-09-11 | 2010-03-24 | 28 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00083D853 | 00083D | MKE | 0001042521 | AB SVENSK EXPORTKREDIT MSCI EA | 2009-07-08 | 2010-07-28 | 20 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
00083U103 | 00083U | ABQQ | 0001605331 | AB INTL GROUP CORP | 2017-07-07 | 2019-03-11 | 2 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
00083U202 | 00083U | ABQQ | 0001605331 | AB INTL GROUP CORP COM NEW | 2019-07-29 | 2025-12-09 | 333 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
00083U509 | 00083U | ABQQD | 0001605331 | AI ERA CORP COM NEW 2025 | 2025-12-19 | 2026-01-02 | 6 | cusip6_inherited | medium | false | 2026-09-07T10:09:36.444000 |
000847103 | 000847 | ABP | 0001893219 | ABPRO HOLDINGS, INC COMMON STO | 2024-11-14 | 2025-10-31 | 161 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
000847111 | 000847 | ABPWW | 0001893219 | ABPRO HLDGS INC WT EXP 11/12/2 | 2024-11-14 | 2026-04-07 | 52 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
000847202 | 000847 | ABP | 0001893219 | ABPRO HLDGS INC COM NEW | 2025-11-04 | 2026-02-23 | 46 | ticker_and_dates | high | false | 2026-09-07T10:09:36.444000 |
US Security Master
Which company a ticker belonged to, on a date. Which filer a CUSIP points at. What a company used to be called.
23 529 filers · 143 932 identifier spans · 10 056 033 dated observations · 74 392 CUSIPs · 1960 to 2026
This is the glue for the rest of the family. Every other ZipLime dataset keys on the SEC's CIK, which never changes — and every price series, broker feed and research note keys on a ticker, which changes all the time. Joining the two with today's mapping is the quiet way to put the wrong company's history into a backtest.
The pipeline lives in recipe/ at the same revision as the data.
See PIPELINE.md for the method and its limits.
The problem this exists for
| Filers that changed ticker | 6 392 of 23 529 |
| Filers that changed name | 11 435 |
| Tickers held by more than one company over time | 2 215 of 26 844 |
A ticker is not an identity. PLUM can be one company until 2014 and another
from 2019, and a strategy that resolves it by today's map reads the second
company's fundamentals against the first company's prices for the earlier
years. This dataset says which was which, and when.
import polars as pl
spans = pl.read_parquet("data/identifiers/*.parquet")
def cik_for(ticker: str, on: str) -> str | None:
hit = spans.filter(
(pl.col("kind") == "ticker")
& (pl.col("value") == ticker)
& (pl.col("valid_from") <= pl.lit(on).str.to_date())
& (pl.col("valid_to") >= pl.lit(on).str.to_date())
).sort("observations", descending=True)
return hit["cik"][0] if hit.height else None
cik_for("FB", "2015-06-30") # Meta, under its old symbol
cik_for("META", "2015-06-30") # None — the symbol did not exist yet
What a span means, and what it does not
valid_from and valid_to are the first and last filing that stated the
identifier, not registry dates. Nobody publishes the day a ticker changed
hands. A gap inside a span means nobody filed, not that the identifier lapsed,
and observations says how much evidence stands behind it.
Two flags answer two different questions:
is_latest_for_filer— the newest value this company gave. Use it to ask what did this company last call itself, including companies that stopped filing in 2011.is_current— that, and the company still files. Use it to ask who owns this ticker now. Defining current without the second condition left 1 218 tickers current for two companies at once; with it, 53 remain, and those are genuine dual filers.
The CUSIP bridge
13F and N-PORT identify a holding by CUSIP. Everything else identifies a company by CIK. No free source maps between them, so this one is built: settlement records tie a CUSIP to a ticker on a date, filings tie a ticker to a filer over a span, and the two compose.
| Match | Rows | Meaning |
|---|---|---|
ticker_and_dates |
22 921 | the ticker matched and the dates overlap — high |
cusip6_inherited |
23 519 | another security of the same issuer resolved — medium |
ticker_only |
4 747 | the ticker matched, the dates do not overlap — low |
unmatched |
23 205 | no filer found — none |
68.8% of CUSIP-ticker pairs resolve to a filer; 78.8% weighted by how often the CUSIP appears in settlement records. Measured against real 13F holdings, the matched set covers 82.8% of holding rows and 87.9% of position value.
Counting raw CUSIPs understates it badly, and the reason is worth knowing:
10 536 of these are exchange-traded funds. An ETF settles like a share and
files nothing a CIK could attach to — IVV, IWM, SPY will never resolve to
an operating company, because they are not one. They carry
looks_like_fund = true and are excluded from the coverage the build gates on.
bridge = pl.read_parquet("data/cusip_map/*.parquet")
holdings = holdings.join(
bridge.filter(pl.col("match_confidence").is_in(["high", "medium"]))
.select("cusip", "cik"),
on="cusip", how="left",
) # now 13F joins to fundamentals and insider trades on `cik`
Configs
| Config | Rows | What one row is |
|---|---|---|
issuers |
23 529 | one filer: current name, ticker, industry, and how long it has filed |
identifiers |
143 932 | one identifier and the span of filings that stated it |
cusip_map |
74 392 | one CUSIP, the ticker it settles under, the filer behind it |
observations |
10 056 033 | one dated statement — the evidence the spans are built from |
pit |
143 932 | one point-in-time identifier event, plus a Delta table for ziplime |
observations is published so that anyone who disagrees with how the spans
were derived can derive their own. It is the only honest way to ship a
judgement.
Where the evidence comes from
| Source | Observations | What it gives |
|---|---|---|
| Form 4 filings, via ZipLime/insider-trading | 8 123 634 | the ticker a company printed on a filing, on that day — the only free source of ticker history |
| XBRL filings, via ZipLime/company-fundamentals | 1 901 363 | names, former names with change dates, industry, incorporation, fiscal year end |
SEC company_tickers_exchange.json |
31 036 | today's listings, including companies that never filed a Form 4 |
| SEC fails-to-deliver records, 409 archives | 23.4M records | CUSIP to ticker, twice a month since 2004 |
company_tickers.json alone is what most projects use, and it is a snapshot:
it states today and carries no past, so a company that changed symbol appears
under the new one for its entire life. The history here comes from four million
filings that each stated a symbol on a known date.
Coverage and honest gaps
- 81% of filers have a ticker; 93% of active filers do. The rest are funds, trusts and private filers that never printed one.
- Exchange is sparse — 8 210 spans. Filers rarely name the venue, and SEC's current map only covers live listings.
- Coverage starts in 1960 only because a filing header stated a name change from then. Ticker evidence effectively begins in 2006 with Form 4, and identifiers before that are not in EDGAR to be found.
- A span is evidence, not a registry. See above.
- Fund CUSIPs do not resolve, by construction. See above.
- 53 tickers are current for two filers. Dual filers and reorganisations mid-transfer; the raw observations let you decide.
Provenance and updates
Sources: SEC EDGAR (Form 4 and XBRL filings, both via sibling ZipLime
datasets), company_tickers_exchange.json, and the fails-to-deliver
files — all US Government works in the public domain.
Rebuilt weekly, Monday 07:40 UTC, by a Hugging Face Job
(jobs/run.py) that lints, tests, rebuilds, verifies and only
then publishes.
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