A WORKED INVESTIGATION

What does repeated overlap look like?

Start with one reviewer’s history. Follow nearby five-star reviews of the same products. See which reviewers appear again.

Generated example · no real accounts

ONE RESULT, EXPLAINED

Reviewer demo-161
appears in 31 distinct egos.

The search opened 100 reviewer histories and reached 157 reviewers. This reviewer has a corroboration count of 31.

An ego is the local neighborhood around one opened reviewer: people giving five stars to the same products around the same time. Each distinct opened ego adds at most one count to a reviewer, even when several products overlap.

Where the count comes from

Here are 3 supporting egos. Each row shows one shared product and the two five-star review dates, within the selected ±14-day window.

Examples supporting the selected reviewer’s computed corroboration count
Opened reviewer	Shared product	Opened reviewer’s date	demo-161’s date	Count added
demo-129	P00000	2019-04-11	2019-04-10	+1 ego
demo-179	P00000	2019-03-30	2019-04-10	+1 ego
demo-160	P00000	2019-04-01	2019-04-10	+1 ego

These rows are examples from the computed result. The complete ledger below includes the remaining supporting egos and product connections.

FROM A RESULT TO A CONTRIBUTION

What would you share?

An investigation records what was observed and where it came from. See a small excerpt from this same example and how future reviewed contributions would work.

View an example contribution →

Change the search settings 100 histories · cap 5 · ±14 days

The budget limits histories opened. The cap guides which reviewer is opened next; it does not cap the count reported for that reviewer. The time window defines nearby activity.

Inspect the full result Counts, supporting egos, product bursts, and search history

Reviews in the example610Full generated panel; the search opens selected histories.

Histories opened100

Complete product windows74seed egos

Highest corroboration31distinct seed egos

COLLECTION PROGRESS

Each history adds context.

157 reviewers reached

CORROBORATION LEDGER

Inspect the reasons.

Up to 30 reviewers

A count records appearance across distinct opened neighborhoods. Expand a row to see supporting seeds, products, and weeks.

demo-16110 products31 egos

31 distinct product-window-complete seed egos; 31 observed seed egos.

Observed count, including incomplete coverage: 31

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-129	P00000	104
demo-179	P00000	97
demo-179	P00021	13
demo-179	P00042	104
demo-160	P00000	97
demo-160	P00017	153
demo-160	P00021	13
demo-160	P00023	55
demo-160	P00026	62
demo-160	P00033	62
demo-160	P00042	104
demo-84	P00000	97
demo-215	P00000	97
demo-215	P00000	104
demo-215	P00026	62
demo-218	P00000	97
demo-218	P00000	104
demo-218	P00026	62
demo-218	P00042	104
demo-96	P00000	97
demo-96	P00000	104
demo-171	P00000	97
demo-171	P00000	104
demo-171	P00023	55
demo-171	P00026	62
demo-172	P00000	97
demo-172	P00000	104
demo-172	P00017	153
demo-172	P00033	62
demo-47	P00000	104
demo-104	P00000	97
demo-104	P00000	104
demo-164	P00021	13
demo-164	P00026	62
demo-207	P00021	13
demo-187	P00021	13
demo-187	P00023	55
demo-187	P00030	76
demo-16	P00000	97
demo-195	P00033	62
demo-195	P00042	104
demo-175	P00026	62
demo-196	P00017	153
demo-196	P00033	62
demo-210	P00042	104
demo-101	P00000	104
demo-206	P00023	55
demo-200	P00007	160
demo-200	P00023	55
demo-200	P00027	125
demo-190	P00007	160
demo-190	P00033	62
demo-185	P00017	153
demo-185	P00033	62
demo-194	P00017	153
demo-188	P00030	76
demo-189	P00023	55
demo-9	P00007	160
demo-212	P00007	160
demo-212	P00027	125
demo-180	P00007	160
demo-34	P00007	160

demo-1626 products27 egos

27 distinct product-window-complete seed egos; 27 observed seed egos.

Observed count, including incomplete coverage: 27

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-179	P00021	20
demo-160	P00000	97
demo-160	P00017	146
demo-160	P00021	20
demo-160	P00038	160
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-172	P00017	146
demo-104	P00000	97
demo-164	P00021	20
demo-207	P00021	20
demo-187	P00021	20
demo-16	P00000	97
demo-175	P00038	160
demo-196	P00017	146
demo-206	P00038	160
demo-200	P00007	160
demo-200	P00027	132
demo-190	P00007	160
demo-185	P00017	146
demo-194	P00017	146
demo-188	P00017	146
demo-189	P00038	160
demo-9	P00007	160
demo-212	P00007	160
demo-212	P00027	132
demo-180	P00007	160
demo-34	P00007	160

demo-1608 products23 egos

23 distinct product-window-complete seed egos; 23 observed seed egos.

Observed count, including incomplete coverage: 23

Source seed	Product	Week (day index)
demo-129	P00000	90
demo-179	P00000	90
demo-179	P00021	13
demo-84	P00000	90
demo-215	P00000	90
demo-215	P00026	55
demo-218	P00000	90
demo-218	P00026	55
demo-218	P00042	111
demo-96	P00000	90
demo-171	P00023	41
demo-171	P00026	55
demo-172	P00017	146
demo-172	P00033	62
demo-164	P00021	13
demo-164	P00026	55
demo-207	P00021	13
demo-207	P00033	62
demo-187	P00021	13
demo-187	P00023	41
demo-16	P00000	90
demo-195	P00033	62
demo-195	P00042	111
demo-175	P00026	55
demo-175	P00038	160
demo-196	P00017	146
demo-196	P00033	62
demo-210	P00042	111
demo-206	P00023	41
demo-206	P00038	160
demo-200	P00023	41
demo-190	P00033	62
demo-185	P00017	146
demo-185	P00033	62
demo-194	P00017	146
demo-188	P00017	146
demo-189	P00038	160

demo-1638 products23 egos

23 distinct product-window-complete seed egos; 23 observed seed egos.

Observed count, including incomplete coverage: 23

Source seed	Product	Week (day index)
demo-179	P00021	20
demo-179	P00042	97
demo-160	P00017	160
demo-160	P00021	20
demo-160	P00023	41
demo-160	P00026	62
demo-160	P00033	55
demo-215	P00026	62
demo-218	P00026	62
demo-218	P00033	55
demo-218	P00042	97
demo-171	P00023	41
demo-171	P00026	62
demo-172	P00033	55
demo-164	P00021	20
demo-164	P00026	62
demo-207	P00021	20
demo-207	P00033	55
demo-187	P00021	20
demo-187	P00023	41
demo-187	P00030	76
demo-195	P00033	55
demo-195	P00042	97
demo-175	P00026	62
demo-196	P00017	160
demo-196	P00033	55
demo-210	P00042	97
demo-206	P00023	41
demo-200	P00007	153
demo-200	P00023	41
demo-190	P00007	153
demo-190	P00033	55
demo-185	P00017	160
demo-185	P00033	55
demo-194	P00017	160
demo-188	P00030	76
demo-9	P00007	153
demo-212	P00007	153
demo-180	P00007	153
demo-34	P00007	153

demo-1684 products21 egos

21 distinct product-window-complete seed egos; 21 observed seed egos.

Observed count, including incomplete coverage: 21

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-160	P00000	97
demo-160	P00017	146
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-172	P00017	146
demo-104	P00000	97
demo-16	P00000	97
demo-196	P00017	146
demo-200	P00007	153
demo-190	P00007	153
demo-185	P00017	146
demo-194	P00017	146
demo-188	P00017	146
demo-212	P00007	153
demo-180	P00007	153
demo-34	P00007	153
demo-131	P00005	174

demo-2014 products21 egos

21 distinct product-window-complete seed egos; 21 observed seed egos.

Observed count, including incomplete coverage: 21

Source seed	Product	Week (day index)
demo-160	P00033	48
demo-160	P00038	160
demo-218	P00033	48
demo-172	P00033	48
demo-207	P00033	48
demo-195	P00033	48
demo-175	P00038	160
demo-196	P00033	48
demo-206	P00038	160
demo-190	P00033	48
demo-185	P00033	48
demo-189	P00038	160
demo-112	P00002	139
demo-72	P00000	20
demo-113	P00002	139
demo-12	P00000	20
demo-103	P00000	20
demo-103	P00002	139
demo-63	P00002	139
demo-149	P00002	139
demo-35	P00002	139
demo-42	P00000	20
demo-94	P00000	20

demo-1694 products20 egos

20 distinct product-window-complete seed egos; 20 observed seed egos.

Observed count, including incomplete coverage: 20

Source seed	Product	Week (day index)
demo-129	P00000	90
demo-129	P00000	104
demo-179	P00000	90
demo-160	P00000	90
demo-160	P00021	13
demo-160	P00038	160
demo-84	P00000	90
demo-215	P00000	90
demo-215	P00000	104
demo-218	P00000	90
demo-218	P00000	104
demo-96	P00000	90
demo-96	P00000	104
demo-171	P00000	90
demo-171	P00000	104
demo-172	P00000	90
demo-172	P00000	104
demo-47	P00000	104
demo-104	P00000	104
demo-207	P00021	13
demo-187	P00021	13
demo-16	P00000	90
demo-175	P00038	160
demo-101	P00000	104
demo-206	P00038	160
demo-200	P00027	125
demo-189	P00038	160
demo-212	P00027	125

demo-1812 products20 egos

20 distinct product-window-complete seed egos; 20 observed seed egos.

Observed count, including incomplete coverage: 20

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-160	P00000	97
demo-160	P00038	174
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-47	P00000	153
demo-104	P00000	97
demo-16	P00000	97
demo-175	P00038	174
demo-206	P00038	174
demo-189	P00038	174
demo-148	P00000	153
demo-74	P00000	153
demo-139	P00000	153
demo-48	P00000	153
demo-158	P00000	153

demo-1675 products19 egos

19 distinct product-window-complete seed egos; 19 observed seed egos.

Observed count, including incomplete coverage: 19

Source seed	Product	Week (day index)
demo-179	P00042	104
demo-160	P00033	48
demo-160	P00042	104
demo-218	P00033	48
demo-218	P00042	104
demo-171	P00023	55
demo-172	P00033	48
demo-207	P00033	48
demo-187	P00023	55
demo-195	P00033	48
demo-195	P00042	104
demo-196	P00033	48
demo-210	P00042	104
demo-200	P00007	160
demo-200	P00023	55
demo-190	P00007	160
demo-190	P00033	48
demo-185	P00033	48
demo-189	P00023	55
demo-9	P00007	160
demo-212	P00007	160
demo-180	P00007	160
demo-34	P00007	160
demo-85	P00002	27

demo-1744 products18 egos

18 distinct product-window-complete seed egos; 18 observed seed egos.

Observed count, including incomplete coverage: 18

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-179	P00021	13
demo-160	P00000	97
demo-160	P00017	139
demo-160	P00021	13
demo-160	P00026	62
demo-84	P00000	97
demo-215	P00000	97
demo-215	P00026	62
demo-218	P00000	97
demo-218	P00026	62
demo-96	P00000	97
demo-171	P00000	97
demo-171	P00026	62
demo-172	P00000	97
demo-172	P00017	139
demo-47	P00000	97
demo-104	P00000	97
demo-164	P00021	13
demo-164	P00026	62
demo-207	P00021	13
demo-187	P00021	13
demo-175	P00026	62
demo-196	P00017	139
demo-194	P00017	139
demo-188	P00017	139

demo-1663 products17 egos

17 distinct product-window-complete seed egos; 17 observed seed egos.

Observed count, including incomplete coverage: 17

Source seed	Product	Week (day index)
demo-160	P00026	55
demo-160	P00033	55
demo-215	P00026	55
demo-218	P00026	55
demo-218	P00033	55
demo-171	P00026	55
demo-172	P00033	55
demo-164	P00026	55
demo-207	P00033	55
demo-195	P00033	55
demo-175	P00026	55
demo-196	P00033	55
demo-200	P00007	160
demo-190	P00007	160
demo-190	P00033	55
demo-185	P00033	55
demo-9	P00007	160
demo-212	P00007	160
demo-180	P00007	160
demo-34	P00007	160

demo-1784 products17 egos

17 distinct product-window-complete seed egos; 17 observed seed egos.

Observed count, including incomplete coverage: 17

Source seed	Product	Week (day index)
demo-160	P00017	160
demo-160	P00023	48
demo-160	P00033	55
demo-218	P00033	55
demo-171	P00023	48
demo-172	P00033	55
demo-207	P00033	55
demo-187	P00023	48
demo-195	P00033	55
demo-196	P00017	160
demo-196	P00033	55
demo-206	P00023	48
demo-200	P00000	132
demo-200	P00023	48
demo-190	P00033	55
demo-185	P00017	160
demo-185	P00033	55
demo-194	P00000	132
demo-194	P00017	160
demo-1	P00000	132
demo-159	P00000	132
demo-148	P00000	132
demo-74	P00000	132

demo-1972 products17 egos

17 distinct product-window-complete seed egos; 17 observed seed egos.

Observed count, including incomplete coverage: 17

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-160	P00000	97
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-47	P00000	97
demo-104	P00000	97
demo-200	P00007	160
demo-190	P00007	160
demo-9	P00007	160
demo-212	P00007	160
demo-180	P00007	160
demo-34	P00007	160

demo-1151 products16 egos

16 distinct product-window-complete seed egos; 16 observed seed egos.

Observed count, including incomplete coverage: 16

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-160	P00000	97
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-47	P00000	62
demo-47	P00000	97
demo-104	P00000	97
demo-189	P00000	62
demo-1	P00000	62
demo-9	P00000	62
demo-151	P00000	62
demo-33	P00000	62

demo-1293 products16 egos

16 distinct product-window-complete seed egos; 16 observed seed egos.

Observed count, including incomplete coverage: 16

Source seed	Product	Week (day index)
demo-18	P00004	90
demo-89	P00004	90
demo-108	P00004	90
demo-179	P00000	97
demo-160	P00000	97
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-47	P00000	97
demo-104	P00000	97
demo-1	P00004	174
demo-112	P00004	174
demo-117	P00035	167

demo-1723 products15 egos

15 distinct product-window-complete seed egos; 15 observed seed egos.

Observed count, including incomplete coverage: 15

Source seed	Product	Week (day index)
demo-129	P00000	104
demo-160	P00017	146
demo-160	P00033	48
demo-218	P00000	104
demo-218	P00033	48
demo-96	P00000	104
demo-171	P00000	104
demo-47	P00000	104
demo-104	P00000	104
demo-207	P00033	48
demo-195	P00033	48
demo-196	P00017	146
demo-196	P00033	48
demo-101	P00000	104
demo-190	P00033	48
demo-185	P00033	48
demo-194	P00017	146
demo-188	P00017	146

demo-1773 products15 egos

15 distinct product-window-complete seed egos; 15 observed seed egos.

Observed count, including incomplete coverage: 15

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-160	P00000	97
demo-160	P00038	167
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-47	P00000	97
demo-104	P00000	97
demo-175	P00038	167
demo-206	P00038	167
demo-189	P00038	167
demo-85	P00002	20

demo-2004 products15 egos

15 distinct product-window-complete seed egos; 15 observed seed egos.

Observed count, including incomplete coverage: 15

Source seed	Product	Week (day index)
demo-160	P00023	55
demo-171	P00023	55
demo-187	P00023	55
demo-101	P00000	132
demo-206	P00023	55
demo-190	P00007	153
demo-194	P00000	132
demo-189	P00023	55
demo-1	P00000	132
demo-212	P00007	153
demo-212	P00027	125
demo-180	P00007	153
demo-34	P00007	153
demo-159	P00000	132
demo-148	P00000	132
demo-74	P00000	132

demo-2184 products15 egos

15 distinct product-window-complete seed egos; 15 observed seed egos.

Observed count, including incomplete coverage: 15

Source seed	Product	Week (day index)
demo-129	P00000	90
demo-179	P00000	90
demo-179	P00042	111
demo-160	P00000	90
demo-160	P00026	55
demo-160	P00042	111
demo-84	P00000	90
demo-215	P00000	90
demo-215	P00026	55
demo-96	P00000	90
demo-171	P00000	90
demo-171	P00026	55
demo-172	P00000	90
demo-172	P00033	41
demo-164	P00026	55
demo-207	P00033	41
demo-16	P00000	90
demo-195	P00033	41
demo-195	P00042	111
demo-175	P00026	55
demo-196	P00033	41
demo-210	P00042	111

demo-242 products15 egos

15 distinct product-window-complete seed egos; 15 observed seed egos.

Observed count, including incomplete coverage: 15

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-160	P00000	97
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-104	P00000	97
demo-16	P00000	97
demo-34	P00001	13
demo-117	P00001	13
demo-157	P00001	13
demo-68	P00001	13

demo-471 products15 egos

15 distinct product-window-complete seed egos; 15 observed seed egos.

Observed count, including incomplete coverage: 15

Source seed	Product	Week (day index)
demo-129	P00000	111
demo-84	P00000	48
demo-96	P00000	111
demo-171	P00000	111
demo-172	P00000	111
demo-104	P00000	111
demo-101	P00000	111
demo-1	P00000	48
demo-112	P00000	48
demo-151	P00000	48
demo-139	P00000	153
demo-48	P00000	153
demo-158	P00000	153
demo-146	P00000	153
demo-72	P00000	153

demo-1713 products14 egos

14 distinct product-window-complete seed egos; 14 observed seed egos.

Observed count, including incomplete coverage: 14

Source seed	Product	Week (day index)
demo-129	P00000	104
demo-160	P00023	48
demo-160	P00026	55
demo-215	P00000	104
demo-215	P00026	55
demo-218	P00000	104
demo-218	P00026	55
demo-96	P00000	104
demo-172	P00000	104
demo-47	P00000	104
demo-104	P00000	104
demo-164	P00026	55
demo-187	P00023	48
demo-175	P00026	55
demo-101	P00000	104
demo-206	P00023	48
demo-200	P00023	48

demo-1843 products14 egos

14 distinct product-window-complete seed egos; 14 observed seed egos.

Observed count, including incomplete coverage: 14

Source seed	Product	Week (day index)
demo-179	P00021	20
demo-160	P00021	20
demo-160	P00033	48
demo-218	P00033	48
demo-172	P00033	48
demo-164	P00021	20
demo-207	P00021	20
demo-207	P00033	48
demo-187	P00021	20
demo-195	P00033	48
demo-196	P00033	48
demo-190	P00033	48
demo-185	P00033	48
demo-12	P00001	125
demo-118	P00001	125
demo-88	P00001	125

demo-1983 products14 egos

14 distinct product-window-complete seed egos; 14 observed seed egos.

Observed count, including incomplete coverage: 14

Source seed	Product	Week (day index)
demo-129	P00000	97
demo-179	P00000	97
demo-160	P00000	97
demo-84	P00000	97
demo-215	P00000	97
demo-218	P00000	97
demo-96	P00000	97
demo-171	P00000	97
demo-172	P00000	97
demo-47	P00000	97
demo-104	P00000	97
demo-200	P00027	132
demo-212	P00027	132
demo-113	P00006	6

demo-1654 products13 egos

13 distinct product-window-complete seed egos; 13 observed seed egos.

Observed count, including incomplete coverage: 13

Source seed	Product	Week (day index)
demo-179	P00021	20
demo-160	P00021	20
demo-160	P00033	48
demo-218	P00033	48
demo-172	P00033	48
demo-164	P00021	20
demo-207	P00021	20
demo-207	P00033	48
demo-187	P00021	20
demo-187	P00030	69
demo-195	P00033	48
demo-196	P00033	48
demo-190	P00033	48
demo-185	P00033	48
demo-188	P00030	69
demo-94	P00001	167

demo-12 products12 egos

12 distinct product-window-complete seed egos; 12 observed seed egos.

Observed count, including incomplete coverage: 12

Source seed	Product	Week (day index)
demo-129	P00004	160
demo-47	P00000	62
demo-200	P00000	132
demo-194	P00000	132
demo-189	P00000	62
demo-9	P00000	62
demo-112	P00004	160
demo-151	P00000	62
demo-33	P00000	62
demo-159	P00000	132
demo-148	P00000	132
demo-74	P00000	132

demo-1123 products12 egos

12 distinct product-window-complete seed egos; 12 observed seed egos.

Observed count, including incomplete coverage: 12

Source seed	Product	Week (day index)
demo-129	P00004	160
demo-84	P00000	41
demo-47	P00000	41
demo-1	P00004	160
demo-113	P00002	125
demo-113	P00002	132
demo-103	P00000	41
demo-103	P00002	125
demo-103	P00002	132
demo-63	P00002	125
demo-63	P00002	132
demo-149	P00002	125
demo-149	P00002	132
demo-35	P00002	125
demo-35	P00002	132
demo-42	P00000	41
demo-94	P00000	41
demo-145	P00002	125

demo-1793 products12 egos

12 distinct product-window-complete seed egos; 12 observed seed egos.

Observed count, including incomplete coverage: 12

Source seed	Product	Week (day index)
demo-129	P00000	83
demo-160	P00000	83
demo-160	P00021	27
demo-84	P00000	83
demo-215	P00000	83
demo-218	P00000	83
demo-218	P00042	97
demo-164	P00021	27
demo-207	P00021	27
demo-187	P00021	27
demo-16	P00000	83
demo-195	P00042	97
demo-210	P00042	97
demo-9	P00000	83

demo-1922 products12 egos

12 distinct product-window-complete seed egos; 12 observed seed egos.

Observed count, including incomplete coverage: 12

Source seed	Product	Week (day index)
demo-160	P00033	55
demo-218	P00033	55
demo-172	P00033	55
demo-207	P00033	55
demo-195	P00033	55
demo-196	P00033	55
demo-200	P00007	153
demo-190	P00007	153
demo-190	P00033	55
demo-185	P00033	55
demo-212	P00007	153
demo-180	P00007	153
demo-34	P00007	153

demo-652 products12 egos

12 distinct product-window-complete seed egos; 12 observed seed egos.

Observed count, including incomplete coverage: 12

Source seed	Product	Week (day index)
demo-206	P00000	6
demo-112	P00002	118
demo-72	P00000	6
demo-3	P00000	6
demo-12	P00000	6
demo-49	P00000	6
demo-103	P00002	118
demo-63	P00002	118
demo-149	P00002	118
demo-35	P00002	118
demo-42	P00002	118
demo-145	P00002	118

Complete means product windows covered for captured five-star seed reviews. Seed histories may be truncated. Counts are public-trace evidence, not fraud probabilities.

PRODUCT-TIME STRUCTURE

Observed product bursts

Product	Reviews	Reviewers	Window span	Corroboration mass
P00000	16	16	14 days	253
P00007	15	15	11 days	228
P00000	14	14	14 days	218
P00026	14	14	14 days	200
P00033	13	13	14 days	193
P00021	11	11	14 days	191
P00038	9	9	13 days	152
P00017	10	10	9 days	145
P00023	8	8	14 days	142
P00027	7	7	11 days	114
P00042	7	7	13 days	114
P00002	11	10	14 days	94

Mass sums corroboration counts within an observed cluster. It is not a probability.

Search history

A history with no eligible ego can still be opened. 74 of the 100 opened histories produced eligible egos with complete product-window coverage in this generated example.

Step	Opened history	Neighbors	Reviewers reached
1	demo-18	5	6
2	demo-25	1	6
3	demo-89	4	6
4	demo-129	32	34
5	demo-106	0	34
6	demo-108	5	35
7	demo-179	33	48
8	demo-160	54	67
9	demo-84	29	71
10	demo-202	0	71
11	demo-215	34	73
12	demo-126	0	73
13	demo-218	43	73
14	demo-96	25	74
15	demo-171	36	74
16	demo-172	41	75
17	demo-47	31	86
18	demo-104	21	87
19	demo-164	20	87
20	demo-207	21	87
21	demo-187	20	88
22	demo-176	0	88
23	demo-16	19	90
24	demo-195	18	90
25	demo-175	20	90
26	demo-196	25	90
27	demo-210	8	90
28	demo-101	10	90
29	demo-206	21	95
30	demo-200	34	105
31	demo-190	24	105
32	demo-185	19	105
33	demo-194	24	105
34	demo-188	14	105
35	demo-204	0	105
36	demo-173	0	105
37	demo-189	21	106
38	demo-1	23	106
39	demo-9	23	106
40	demo-17	0	106
41	demo-112	18	114
42	demo-6	0	114
43	demo-151	11	114
44	demo-0	0	114
45	demo-33	13	116
46	demo-56	0	116
47	demo-28	0	116
48	demo-27	0	116
49	demo-10	0	116
50	demo-212	19	116
51	demo-180	16	117
52	demo-34	19	119
53	demo-159	11	120
54	demo-2	0	120
55	demo-148	12	120
56	demo-74	12	120
57	demo-139	13	123
58	demo-48	12	125
59	demo-158	11	125
60	demo-146	9	127
61	demo-72	14	128
62	demo-3	12	129
63	demo-113	15	129
64	demo-12	12	130
65	demo-49	11	132
66	demo-57	0	132
67	demo-53	0	132
68	demo-103	21	137
69	demo-63	11	137
70	demo-149	16	141
71	demo-64	0	141
72	demo-141	0	141
73	demo-35	12	143
74	demo-42	11	144
75	demo-94	11	147
76	demo-137	0	147
77	demo-145	8	148
78	demo-131	10	149
79	demo-21	0	149
80	demo-117	9	152
81	demo-73	3	152
82	demo-203	0	152
83	demo-193	0	152
84	demo-20	0	152
85	demo-157	8	153
86	demo-68	7	153
87	demo-11	4	153
88	demo-95	6	155
89	demo-46	5	155
90	demo-100	4	155
91	demo-40	4	155
92	demo-90	0	155
93	demo-156	0	155
94	demo-76	5	155
95	demo-43	2	155
96	demo-85	6	156
97	demo-36	0	156
98	demo-118	6	157
99	demo-88	6	157
100	demo-45	5	157

Each example was computed with the paper’s existing Python implementation on generated records, using fixed random seed 42. Choosing settings opens the matching precomputed result. No real accounts are included. Explore the completed Amazon 2023 findings →

What does repeated overlap look like?

Reviewer demo-161appears in 31 distinct egos.

Where the count comes from

What would you share?

Each history adds context.

Inspect the reasons.

Observed product bursts

Search history

Reviewer demo-161
appears in 31 distinct egos.