@livius494

MD · tier Cpolled

Liviu.vibes

vreau sa fac 1000 de urmaritori

https://www.tiktok.com/@livius494 ↗7287512882215912453

71ms

followers

792

following

6,632

total likes

258

posts on profile

Profile counters as of the last poll (2026-07-25 09:34). They are TikTok’s numbers, not ours; everything below is ours.

What we hold

15 of the 8 posts this profile claims, or 187.5%. One poll returns one page of at most 30, so this ceiling is a property of the poller, not of the account.

posts captured15

videos / photos6 / 9

date range2025-10-14 → 2026-07-20

media archived15 · 8.3 MB100%

transcribed (ASR)640%

on-screen text (OCR)15100%

topic-tagged17%

author captions960%

marked as ads0

median plays343

total plays11,222

plays per follower0.43

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 09:34

next due2026-08-01 09:34

post rate 7d0.14/day

empty polls in a row0

errors0

watermark2026-07-20

Country call & discovery

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

countryMD

confidence0.9604

decided2026-07-25 08:38

api regionMD

found viauser_followers

depth4

discovered2026-07-25 08:38

first tracked2026-07-25 09:34

Reached from @punchhh.shop at depth 4, where the crawl walked that account’s followers.

classifier signals (13)

api_regionMD

api_region_mdtrue

graph_density1

graph_md_neighbors2

graph_known_neighbors2

graph_reliability0.4000

romanian_languagefalse

weights.baseline_log_odds-2.4

weights.api_region_md3.5

weights.graph_density2.088

weights.text_markers0

weights.romanian_language0

admission_threshold0.6500

Topics

Across 1 tagged post of 15 captured. At this sample size a leading topic is a hint, not a characterisation of the account.

other 1

Hashtags

Most used across captured posts.

#Mtbășnic 2 #Yamal 2 #spania 2 #bicicletas 1 #dealurilemoldovei 1 #moldova 1 #mtb 1

Captured posts (15, newest first)

Posted	Post	Topic	Plays	Likes	Comments	Shares	Eng.
2026-07-20	no caption photomediatext	otherneutral	475	10	5	2	2.1%
2026-07-17	no caption photomediatext	—	301	7	3	0	2.3%
2026-07-17	cine mai vrea photomediatext	—	476	7	9	1	1.5%
2026-07-16	partea 1 dau note la bikeuri photomediatext	—	657	14	11	1	2.1%
2026-07-14	#spania🇪🇦 #yamal photomediatext	—	698	20	4	3	2.9%
2026-07-10	no caption video10smediatext	—	364	13	2	4	3.6%
2026-07-07	#mtb photomedia	—	270	8	0	0	3.0%
2026-07-06	Ăia care țineți cu portugalia jos Portugalia sus Spania #spania🇪🇦 #yamal # photomediatext	—	216	6	1	0	2.8%
2026-07-03	#Mtbășnic video8smedia	—	343	11	0	1	3.2%
2026-06-30	@Cătălin._. #Mtbășnic video22smediatext	—	312	16	4	1	5.1%
2026-06-27	#bicicletas video10smediatext	—	324	12	1	0	3.7%
2026-06-26	no caption video12smediatext	—	278	13	0	1	4.7%
2026-06-26	no caption video14smedia	—	248	13	0	0	5.2%
2026-01-12	no caption photomedia	—	603	39	0	9	6.5%
2025-10-14	e drept așai #moldova #dealurilemoldovei photomediatext	—	5,657	60	13	2	1.1%

15 posts

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.