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Redaction Analysis Engine

Mapping what they don't want you to see
9,031 redactions detected across 2,830 documents
9,031
Total Redactions
2,830
Documents Affected
6,523
With Candidate Matches
20
Clusters Identified

Who's Behind the Black Bars?

Al Gore
politician Named in Files
Matched 1674 redactions
Avg confidence: 83.7% (HIGH)
Bill Gates
business Inner Circle
Matched 1044 redactions
Avg confidence: 100.0% (HIGH)
Ghislaine Maxwell
co-conspirator Inner Circle
Matched 1010 redactions
Avg confidence: 45.0% (MEDIUM)
Lawrence Krauss
academic Named in Files
Matched 461 redactions
Avg confidence: 35.1% (LOW)
Eva Dubin
business Inner Circle
Matched 444 redactions
Avg confidence: 97.2% (HIGH)
Glenn Dubin
business Inner Circle
Matched 408 redactions
Avg confidence: 100.0% (HIGH)
Mort Zuckerman
business Named in Files
Matched 245 redactions
Avg confidence: 38.3% (LOW)
Joi Ito
academic Named in Files
Matched 212 redactions
Avg confidence: 86.1% (HIGH)
Sarah Kellen
co-conspirator Inner Circle
Matched 150 redactions
Avg confidence: 99.7% (HIGH)
Sultan Ahmed bin Sulayem
business Named in Files
Matched 136 redactions
Avg confidence: 92.1% (HIGH)
Prince Andrew
royalty Inner Circle
Matched 41 redactions
Avg confidence: 94.1% (HIGH)
Alan Dershowitz
attorney Inner Circle
Matched 29 redactions
Avg confidence: 35.9% (LOW)
Jay Lefkowitz
attorney Inner Circle
Matched 26 redactions
Avg confidence: 78.5% (HIGH)
George Mitchell
politician Named in Files
Matched 22 redactions
Avg confidence: 60.0% (MEDIUM)
Jean-Luc Brunel
co-conspirator Inner Circle
Matched 16 redactions
Avg confidence: 100.0% (HIGH)
Steve Bannon
politician Named in Files
Matched 12 redactions
Avg confidence: 60.0% (MEDIUM)
Nadia Marcinkova
co-conspirator Inner Circle
Matched 11 redactions
Avg confidence: 92.7% (HIGH)
Leon Black
business Named in Files
Matched 10 redactions
Avg confidence: 35.0% (LOW)
Anil Ambani
business Named in Files
Matched 9 redactions
Avg confidence: 35.0% (LOW)
Stephen Hawking
academic Named in Files
Matched 5 redactions
Avg confidence: 55.0% (MEDIUM)
Leslie Wexner
business Inner Circle
Matched 3 redactions
Avg confidence: 100.0% (HIGH)
Noam Chomsky
academic Named in Files
Matched 3 redactions
Avg confidence: 90.0% (HIGH)
George Church
academic Named in Files
Matched 3 redactions
Avg confidence: 60.0% (MEDIUM)
Lesley Groff
co-conspirator Inner Circle
Matched 2 redactions
Avg confidence: 52.5% (MEDIUM)
Donald Trump
politician Inner Circle
Matched 2 redactions
Avg confidence: 60.0% (MEDIUM)

Redaction Types

XXXXX Patterns
4,047
FOIA Exemptions
2,599
Tagged [REDACTED]
2,217
Black Bars
168

FOIA Exemption Decoder

b7E
829 occurrences
Law Enforcement Techniques — Investigation methods
b7C
542 occurrences
Law Enforcement Privacy — Personal privacy of subjects/witnesses
b7A
275 occurrences
Law Enforcement — Could interfere with proceedings
b1A
170 occurrences
Unknown exemption code
b7F
125 occurrences
Unknown exemption code
b7D
83 occurrences
Confidential Source — Identity of informants
b1C
73 occurrences
Unknown exemption code
b1B
72 occurrences
Unknown exemption code
b2A
61 occurrences
Unknown exemption code
b7B
55 occurrences
Unknown exemption code
b3B
53 occurrences
Unknown exemption code
b3A
45 occurrences
Unknown exemption code
b2C
44 occurrences
Unknown exemption code
b2B
37 occurrences
Unknown exemption code
b5B
15 occurrences
Unknown exemption code
b4I
14 occurrences
Unknown exemption code
b4B
12 occurrences
Unknown exemption code
b1E
11 occurrences
Unknown exemption code
b1F
9 occurrences
Unknown exemption code
b1D
8 occurrences
Unknown exemption code
b5A
8 occurrences
Unknown exemption code
b3C
6 occurrences
Unknown exemption code
b6C
6 occurrences
Unknown exemption code
b2D
5 occurrences
Unknown exemption code
b1J
4 occurrences
Unknown exemption code
b1G
3 occurrences
Unknown exemption code
b1H
3 occurrences
Unknown exemption code
b3D
3 occurrences
Unknown exemption code
b4A
3 occurrences
Unknown exemption code
b7S
3 occurrences
Unknown exemption code
b1K
2 occurrences
Unknown exemption code
b2
2 occurrences
Unknown exemption code
b2E
2 occurrences
Unknown exemption code
b4E
2 occurrences
Unknown exemption code
b1I
1 occurrence
Unknown exemption code
b1L
1 occurrence
Unknown exemption code
b1R
1 occurrence
Unknown exemption code
b4D
1 occurrence
Unknown exemption code
b5C
1 occurrence
Unknown exemption code
b5D
1 occurrence
Unknown exemption code
b6A
1 occurrence
Unknown exemption code
b7
1 occurrence
Unknown exemption code
b7G
1 occurrence
Unknown exemption code
b7H
1 occurrence
Unknown exemption code
b7I
1 occurrence
Unknown exemption code
b7K
1 occurrence
Unknown exemption code
b7O
1 occurrence
Unknown exemption code
b9A
1 occurrence
Unknown exemption code

Redaction Clusters

Al Gore
1674 redactions — avg score: 83.7%  —  View redactions
Al Gore appears as top candidate for 1674 redactions across 749 documents (avg score: 0.837)
Bill Gates
1044 redactions — avg score: 100.0%  —  View redactions
Bill Gates appears as top candidate for 1044 redactions across 520 documents (avg score: 1.000)
Eva Dubin
444 redactions — avg score: 97.2%  —  View redactions
Eva Dubin appears as top candidate for 444 redactions across 309 documents (avg score: 0.972)
Glenn Dubin
408 redactions — avg score: 100.0%  —  View redactions
Glenn Dubin appears as top candidate for 408 redactions across 354 documents (avg score: 1.000)
Joi Ito
212 redactions — avg score: 86.1%  —  View redactions
Joi Ito appears as top candidate for 212 redactions across 152 documents (avg score: 0.861)
Ghislaine Maxwell
194 redactions — avg score: 66.3%  —  View redactions
Ghislaine Maxwell appears as top candidate for 194 redactions across 107 documents (avg score: 0.663)
Sarah Kellen
150 redactions — avg score: 99.7%  —  View redactions
Sarah Kellen appears as top candidate for 150 redactions across 116 documents (avg score: 0.997)
Sultan Ahmed bin Sulayem
136 redactions — avg score: 92.1%  —  View redactions
Sultan Ahmed bin Sulayem appears as top candidate for 136 redactions across 82 documents (avg score: 0.921)
Prince Andrew
41 redactions — avg score: 94.2%  —  View redactions
Prince Andrew appears as top candidate for 41 redactions across 34 documents (avg score: 0.941)
Jay Lefkowitz
26 redactions — avg score: 78.5%  —  View redactions
Jay Lefkowitz appears as top candidate for 26 redactions across 13 documents (avg score: 0.785)
George Mitchell
22 redactions — avg score: 60.0%  —  View redactions
George Mitchell appears as top candidate for 22 redactions across 2 documents (avg score: 0.600)
Jean-Luc Brunel
16 redactions — avg score: 100.0%  —  View redactions
Jean-Luc Brunel appears as top candidate for 16 redactions across 14 documents (avg score: 1.000)
Mort Zuckerman
13 redactions — avg score: 97.7%  —  View redactions
Mort Zuckerman appears as top candidate for 13 redactions across 13 documents (avg score: 0.977)
Steve Bannon
12 redactions — avg score: 60.0%  —  View redactions
Steve Bannon appears as top candidate for 12 redactions across 6 documents (avg score: 0.600)
Nadia Marcinkova
11 redactions — avg score: 92.7%  —  View redactions
Nadia Marcinkova appears as top candidate for 11 redactions across 10 documents (avg score: 0.927)

Search & Filter Redactions

Clear
6,523 results found
Document Type FOIA Context Top Candidate Score Signals
EFTA00522128.pdf xxxx —
...mber 28, 2017 Traveler Method of Payment AmericanExpress XXXXXXXXXXX2086 Ticket Number Cardholder Name KARYNA SHULIAK FLIGHT...
Glenn Dubin 100%
length
EFTA00522132.pdf xxxx —
...mber 28, 2017 Traveler Method of Payment AmericanExpress XXXXXXXXXXX2086 Ticket Number Cardholder Name KARYNA SHULIAK FLIGHT...
Glenn Dubin 100%
length
EFTA00522132.pdf xxxx —
...mber 28, 2017 Traveler Method of Payment AmericanExpress XXXXXXXXXXX2086 Ticket Number Cardholder Name KARYNA SHULIAK FLIGHT...
Glenn Dubin 100%
length
EFTA00523025.pdf xxxx —
...of Payment Flight Upgrade Fee 1 $269.00 AmericanExpress XXXXXXXXXXX1000 LGA - DEN TOTAL FEES: $269.00 Cardholder Name Remi...
Glenn Dubin 100%
length
EFTA00523488.pdf xxxx —
...st Palm Beach Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 264.20 Page 1 of 3 Invoice AR8SP0 AMERI...
Glenn Dubin 100%
length
EFTA00523504.pdf xxxx —
.../Tokyo-Narita Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Travel Information Amount USD 1805.30 Al services c...
Glenn Dubin 100%
length
EFTA00523510.pdf xxxx —
... York-Kennedy Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Travel Information Amount USD 7993.41 Al services c...
Glenn Dubin 100%
length
EFTA00523529.pdf xxxx —
...ris-De Gaulle Credit Card Information Charged to Card AX XXXXXXXXXXX5006 Travel Information Amount USD 239.20 Al services co...
Glenn Dubin 100%
length
EFTA00523540.pdf xxxx —
... York-Kennedy Credit Card Information Charged to Card AX XXXXXXXXXXX5006 Amount USD 604.66 Travel Information Al services co...
Glenn Dubin 100%
length
EFTA00523543.pdf xxxx —
... York-Kennedy Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 400.20 Page 1 of 3 Invo.ce MSOJKT • EF...
Glenn Dubin 100%
length
EFTA00523590.pdf xxxx —
...t Card Information Charged to Card Travel Information AX XXXXXXXXXXXS006 Amount USD 6596.23 Al services covered by this itine...
Glenn Dubin 100%
length
EFTA00523602.pdf xxxx —
...st Palm Beach Credit Card information Charged to Card AX XXXXXXXXXXX4009 Amount USD 312.19 Travel information AI services co...
Glenn Dubin 100%
length
EFTA00523605.pdf xxxx —
...Gaulle/Geneva Credit Card Information Charged to Card AX XXXXXXXXXXX5006 Travel Information Amount USD 888.20 Al services co...
Glenn Dubin 100%
length
EFTA00523667.pdf xxxx —
...lling Address 301 E. 66th St. , 10065 Credit Card Number XXXXXXXXXXXX1099 Type of card VISA Transaction Details: Submit Date ...
Sarah Kellen 100%
length
EFTA00525513.pdf xxxx —
... $152.43 Payment Info Form Of Payment : AMEX Card No. : XXXXXXXXXXXX2086 Auth : APPROVED Auth Code : 889324 Card Entry : Chip...
Sarah Kellen 100%
length
EFTA00527153.pdf xxxx —
...d' flip cool E-mail [email protected] HNC 52416631 AMEX XXXXXXXXXXX3014 SALE GAIN: 000214 I NU: 75 NIIE: SEP 15. 11 IRV 12...
Glenn Dubin 100%
length
EFTA00527727.pdf xxxx —
... PM 10/16/2013 PURCHASE KIEHLS 3605975099676 621/26 CRL XXXXXXXXX5623 8.875% NY RGLR Tax Total Visa KARYNA SHULIAK 05661...
Eva Dubin 100%
length
EFTA00527727.pdf xxxx —
... Visa KARYNA SHULIAK 05661G XXXX 9.00 0.80 9.80 9.80 XXXXXXXXXXXX1536 S CPO WAAWWW**WWW*******WWW**WWW**WWW********* Loyall...
Sarah Kellen 100%
length
EFTA00527727.pdf xxxx —
...W**WWW********* Loyallist KARYNA SHULIAK Loyalty Number XXXXXXXXX3621 Beginning Points 4588 Account Balance Net Points Th...
Eva Dubin 100%
length
EFTA00527758.pdf xxxx —
.../2013 PURCHASE CLINIQUE 23.00 020714352943 357/20 CRL XXXXXXXXX5988 CLINIQUE 23.00 020714352943 357/20 CRL XXXXXXXXX59...
Eva Dubin 100%
length
EFTA00527758.pdf xxxx —
...L XXXXXXXXX5988 CLINIQUE 23.00 020714352943 357/20 CRL XXXXXXXXX5987 CLINIQUE 23.00 020714352943 357/20 CRL XXXXXXXXX59...
Eva Dubin 100%
length
EFTA00527758.pdf xxxx —
...L XXXXXXXXX5987 CLINIQUE 23.00 020714352943 357/20 CRL XXXXXXXXX5989 CLINIQUE 21.00 020714352776 357/20 CRL XXXXXXXXX59...
Eva Dubin 100%
length
EFTA00527758.pdf xxxx —
...L XXXXXXXXX5989 CLINIQUE 21.00 020714352776 357/20 CRL XXXXXXXXX5986 CLINIQUE 21.00 020714352776 357/20 CRL XXXXXXXXX59...
Eva Dubin 100%
length
EFTA00527758.pdf xxxx —
...L XXXXXXXXX5986 CLINIQUE 21.00 020714352776 357/20 CRL XXXXXXXXX5985 CLINIQUE 21.00 020714352776 357/20 CRL XXXXXXXXX59...
Eva Dubin 100%
length
EFTA00527758.pdf xxxx —
...L XXXXXXXXX5985 CLINIQUE 21.00 020714352776 357/20 CRL XXXXXXXXX5983 CLINIQUE 21.00 020714352776 357/20 CRL XXXXXXXXX59...
Eva Dubin 100%
length

Methodology & Disclaimer

Candidate predictions are algorithmic estimates generated by pattern matching against document context, redaction length, FOIA exemption codes, and known associate proximity. They are NOT confirmed identities and are NOT accusations. This tool is for research purposes only. Not all redactions hide guilty parties — some exist for procedural, privacy, or national security reasons.

Signal weights: Length Match (35%), Context Keywords (25%), Name Proximity (25%), FOIA Role Match (15%). Scores above 70% = High Confidence, 40-70% = Medium, below 40% = Low.

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Classified Material
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This archive contains 1.43 million government documents related to the Jeffrey Epstein investigation, including materials referenced in active criminal proceedings.

Contents include evidence of sexual abuse, trafficking, and exploitation of minors.

Unauthorized distribution of certain materials may be subject to legal restrictions.

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