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

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

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

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
EFTA00300887.pdf	xxxx	—	...his period are $1.538.46 Pay Date: 04/28/2016 eCKABA 9 XXXXXXXXX amount 1207.11 EFTA00300887...	Eva Dubin	100%	length
EFTA00301387.pdf	xxxx	—	...Gaulle/Warsaw Credit Card Information Charged to Card AX XXXXXXXXX) Amount USD 732.00 Travel Information Al services cover...	Eva Dubin	100%	length
EFTA00301390.pdf	xxxx	—	...ris-De Gaulle Credit Card Information Charged to Card AX XXXXXXXXXX) Amount USD 417.40 Page 1 of 3 Invoice UKHKML AMERICAN...	Bill Gates	100%	length
EFTA00301703.pdf	xxxx	—	...ow-Sheremetye Credit Card Information Charged to Card AX XXXXXXXXXXXM Amount USD 1282.83 Page 1 of 3 Invoice AMERICAN EXPRE...	Glenn Dubin	100%	length
EFTA00301720.pdf	xxxx	—	...ow-Sheremetye Credit Card Information Charged to Card AX XXXXXXXXXXM Amount USD 1797.43 Page 1 of 3 Invoice AMERICAN EXPR...	Bill Gates	100%	length
EFTA00304557.pdf	xxxx	—	...8 Attieninotblion 09.0618 City Taut ULTRAS Vita Union XXXXXXXXXXXX31109 XX/XX LUR :SOO 2.00 soo 220 00 200 e“ . lore ...	Sarah Kellen	100%	length
EFTA00305209.pdf	xxxx	—	... Thomas/Miami Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 304.76 Travel Information Al services co...	Glenn Dubin	100%	length
EFTA00305226.pdf	xxxx	—	...ow-Sheremetye Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 1048.56 Travel Information AI services c...	Glenn Dubin	100%	length
EFTA00305282.pdf	xxxx	—	... 423.11 Total Ticket Amount 2278.11 Charged to Card AX XXXXXXXXXXX4009 Amount USD 2278.11 Page 1 of 3 EP EFtlaiN ENPRESS ...	Glenn Dubin	100%	length
EFTA00305293.pdf	xxxx	—	...GaulleiWarsaw Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 448.80 Page 1 of 3 Invoice XPRPWJ AMERI...	Glenn Dubin	100%	length
EFTA00305356.pdf	xxxx	—	...ris-De Gaulle Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Travel Information Amount USD 725.30 Al services co...	Glenn Dubin	100%	length
EFTA00305359.pdf	xxxx	—	...lle/Barcelona Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Travel Information Amount USD 268.10 Al services co...	Glenn Dubin	100%	length
EFTA00305362.pdf	xxxx	—	...e Gaulle/Riga Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 761.60 Travel Information Al services co...	Glenn Dubin	100%	length
EFTA00305369.pdf	xxxx	—	...BudapesUFtiga Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 474.00 Page 1 of 3 Invoice ANks i FtION...	Glenn Dubin	100%	length
EFTA00305422.pdf	xxxx	—	...t. Lauderdale Credit Card information Charged to Card AX XXXXXXXXXXX4009 Amount USD 315.00 Page 1 of 3 Invoice GIBWNT AMERI...	Glenn Dubin	100%	length
EFTA00305428.pdf	xxxx	—	...ork-Laguardia Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 259.20 Page 1 of 3 Invoice NSXHSZ AMERI...	Glenn Dubin	100%	length
EFTA00305431.pdf	xxxx	—	...ork-Laguardia Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 184.20 Page 1 of 3 Invoice NSXHSZ AMERI...	Glenn Dubin	100%	length
EFTA00305841.pdf	xxxx	—	...g 1(00 Som de Frulas I Fruit Joke 1006118 Visa 11ficre XXXXXXXXXXXX4487 XX'XX TotallTotal 576.00 BalanolBalarece DeserMio 1...	Sarah Kellen	100%	length
EFTA00305841.pdf	xxxx	—	... ASINIERS SUR SEINE 92600 FR Tipo PegamentoVIS Conte: XXXXXXXXXXXX4487 CDP NA: None Modelo: 216D ACT TOUR Grp. Cobredo:I ...	Sarah Kellen	100%	length
EFTA00305890.pdf	xxxx	—	... York-Kennedy Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 1354.56 Page 1 of 3 Invoice Z ERI EXP E...	Glenn Dubin	100%	length
EFTA00305906.pdf	xxxx	—	... York-Kennedy Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 1275.56 Page 1 of 3 Invoice EFTA0030590...	Glenn Dubin	100%	length
EFTA00306182.pdf	xxxx	—	...e/Novosibirsk Credit Card Information Charged to Card AX XXXXXXXXXXX5006 Amount USD 662.70 Page 1 of 3 Invoice AMERICAN EX...	Glenn Dubin	100%	length
EFTA00306258.pdf	xxxx	—	...emetye/Geneva Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Amount USD 190.60 Travel Information Al services co...	Glenn Dubin	100%	length
EFTA00306266.pdf	xxxx	—	.../Ekaterinburg Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Ticket Base Fare 26.00 Gov't Taxes/Airline Imposed F...	Glenn Dubin	100%	length
EFTA00306269.pdf	xxxx	—	.../Ekaterinburg Credit Card Information Charged to Card AX XXXXXXXXXXX4009 Ticket Base Fare 223.00 Omit Taxes/Airline Imposed F...	Glenn Dubin	100%	length

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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.

Redaction Analysis Engine

Who's Behind the Black Bars?

Redaction Types

FOIA Exemption Decoder

Redaction Clusters

Search & Filter Redactions

Methodology & Disclaimer

Following the case?