anki-rwkv · factory overview · model architectures · R01 campaign · 8k/2k run · data quality

Why the large 95% cluster shares reviews

← Review relation graph

The evidence strongly fits an imported deck package containing its author's review history. Exact review events and an inherited deck hierarchy recur across many collections, followed by separate activity. A copied collection or backup remains an alternative; the export cannot identify the original package or author.

users
43
in 40 groups
inherited reviews
13,784
distinct shared events
in every user
11,804
exact reviews present in all users
individual reviews
200,511
belonging to one user each

Which cluster this is

This is the largest component under Common blocks · 95% · Either user · All groups. “Either” requires 95% overlap for at least one endpoint of each link. It does not mean that every pair of users shares 95% of both histories.

The evidence for an inherited package

Anki explicitly supports exporting review history with scheduling information. Its import documentation describes adopting another deck author's learning progress. That provides a supported mechanism for this pattern. Export documentation · Import documentation

Why some histories match in blocks instead of containing the whole history

Twenty-one users are missing some inherited reviews. Across them, all 4,493 missing rows belong to 1,229 whole card histories. Every affected card has a later learning restart; there are no partially missing old card histories and no restart exceptions.

The exact dataset builder revision keeps only the last learning sequence of each card. Its filtering explains the observed gaps: restarting a card can remove its inherited history from this export, splitting long chronological matches into separate blocks. The filtered export alone cannot prove whether every missing row remains in the original raw collection.

Shared history versus individual activity

Each distinct event is counted once. shared by multiple users, present in one user only. UTC calendar-year aggregates.

YearShared eventsIndividual events
20171420
20183,8170
20193,8078,265
20206,01822,865
202105,964
2022020,673
2023038,236
20240104,508

What we can use next

The 13,784-event signature, its ownership across users, the common deck hierarchy and later learning restarts identify an inherited history family. For data quality, flag shared review events and preserve the later personal reviews. Excluding entire users would discard 200,511 unique reviews; no filtering or training experiment has been performed.

To name the deck or confirm its distribution route, we would need deck names, note content, an original package or import records. This export contains only entity IDs and their relationships. In 14 users, none of the reference reviewed cards remains in current card metadata; review logs can survive deletion, so metadata absence does not refute the shared history.