@liudmilavioara

MD · tier Cpolled

Liudmila Vioara

https://www.tiktok.com/@liudmilavioara ↗6790747560434123781

29ms

followers

1,476

following

2,104

total likes

13,951

posts on profile

429

Profile counters as of the last poll (2026-07-25 08:49). They are TikTok’s numbers, not ours; everything below is ours.

What we hold

30 of the 429 posts this profile claims, or 7.0%. One poll returns one page of at most 30, so this ceiling is a property of the poller, not of the account.

posts captured30

videos / photos29 / 1

date range2026-02-03 → 2026-07-15

media archived2 · 339.4 KB7%

transcribed (ASR)13%

on-screen text (OCR)27%

topic-tagged13%

author captions00%

marked as ads0

median plays407

total plays12,077

plays per follower0.28

Percentages are of captured posts, never of the profile’s own total. An account can be 100% transcribed here and still have thousands of posts we have never seen.

Poll state

A poll_state row is what puts an account on a schedule. Tier alone cannot say, since dormant covers both slow-cadence and never-polled accounts.

tierC

scheduled asMD

last polled2026-07-25 08:49

next due2026-08-01 08:49

post rate 7d0.00/day

empty polls in a row0

errors0

watermark2026-07-15

Country call & discovery

How this account entered the corpus, and the evidence behind the country it was assigned.

countryMD

confidence0.9172

decided2026-07-25 08:42

api regionMD

found viauser_followers

depth5

discovered2026-07-25 08:42

first tracked2026-07-25 08:49

Reached from @bossauto.livemd at depth 5, where the crawl walked that account’s followers.

classifier signals (13)

api_regionMD

api_region_mdtrue

graph_density1

graph_md_neighbors1

graph_known_neighbors1

graph_reliability0.2500

romanian_languagefalse

weights.baseline_log_odds-2.4

weights.api_region_md3.5

weights.graph_density1.305

weights.text_markers0

weights.romanian_language0

admission_threshold0.6500

Topics

Across 1 tagged post of 30 captured. At this sample size a leading topic is a hint, not a characterisation of the account.

family_relationships 1

Hashtags

Most used across captured posts.

No hashtags on any captured post.

Captured posts (30, newest first)

Posted	Post	Topic	Plays	Likes	Comments	Shares	Eng.
2026-07-15	no caption photomedia	—	476	27	0	0	5.7%
2026-07-14	no caption video8smediatext	family_relationshipspositive	348	40	2	0	11.5%
2026-06-19	no caption video25s	—	386	34	4	0	8.8%
2026-06-12	no caption video16s	—	434	39	2	0	9.0%
2026-06-02	no caption video151s	—	303	22	4	0	7.3%
2026-06-02	no caption video14s	—	466	29	2	0	6.2%
2026-06-01	no caption video13s	—	302	29	3	0	9.6%
2026-05-31	no caption video241s	—	272	24	1	0	8.8%
2026-05-21	no caption video28s	—	489	40	0	0	8.2%
2026-05-17	no caption video18s	—	373	41	0	0	11.0%
2026-05-16	no caption video28s	—	336	31	4	0	9.2%
2026-05-13	no caption video18s	—	440	50	3	0	11.4%
2026-05-08	no caption video15s	—	446	43	1	1	9.6%
2026-04-25	no caption video13s	—	637	40	2	0	6.3%
2026-04-25	no caption video12s	—	483	34	2	1	7.0%
2026-04-24	no caption video13s	—	461	36	0	0	7.8%
2026-04-24	no caption video18s	—	354	40	0	0	11.3%
2026-04-21	no caption video15s	—	372	21	5	0	5.6%
2026-04-10	no caption video26s	—	286	26	0	0	9.1%
2026-04-10	no caption video13s	—	333	31	0	0	9.3%
2026-03-30	no caption video14s	—	400	32	0	0	8.0%
2026-03-27	no caption video13s	—	319	40	0	0	12.5%
2026-03-10	no caption video17s	—	439	31	0	0	7.1%
2026-03-10	no caption video35s	—	414	36	1	0	8.7%
2026-03-01	no caption video26s	—	456	30	4	0	6.6%
2026-03-01	no caption video15s	—	302	22	1	0	7.3%
2026-02-28	no caption video27s	—	448	23	0	0	5.1%
2026-02-23	no caption video17s	—	454	42	1	0	9.3%
2026-02-11	no caption video20s	—	407	32	10	0	7.9%
2026-02-03	no caption video12s	—	441	35	0	0	7.9%

Engagement is likes ÷ plays. Stats are a single observation per post, all taken the same day. That is fair to compare across posts, but nothing here is a trend until the second poll cycle lands.