@vadimir80

MD · tier Bpolled

FREEDOM.

https://www.tiktok.com/@vadimir80 ↗6889164382786552838

44ms

followers

207

following

390

total likes

2,845

posts on profile

Profile counters as of the last poll (2026-07-25 08:59). They are TikTok’s numbers, not ours; everything below is ours.

What we hold

30 of the 45 posts this profile claims, or 66.7%. 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 / photos30 / 0

date range2026-06-12 → 2026-07-24

media archived25 · 58.8 MB83%

transcribed (ASR)2583%

on-screen text (OCR)2583%

topic-tagged1653%

author captions00%

marked as ads0

median plays304

total plays10,477

plays per follower1.47

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.

tierB

scheduled asMD

last polled2026-07-25 08:59

next due2026-07-26 08:59

post rate 7d0.71/day

empty polls in a row0

errors0

watermark2026-07-24

Country call & discovery

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

countryMD

confidence0.9172

decided2026-07-25 08:03

api regionMD

found viauser_followers

depth4

discovered2026-07-25 08:03

first tracked2026-07-25 08:59

Reached from @mogazin.store at depth 4, 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 16 tagged posts of 30 captured. At this sample size a leading topic is a hint, not a characterisation of the account.

music_dance 5 culture_history 4 humor_memes 3 lifestyle_motivation 3 other 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.
2026-07-24	no caption video12smediatext	music_dancepositive	184	12	0	0	6.5%
2026-07-22	no caption video20smediatext	—	221	9	0	1	4.1%
2026-07-21	no caption video15smediatext	—	203	5	0	1	2.5%
2026-07-21	no caption video19smediatext	humor_memesneutral	224	6	0	2	2.7%
2026-07-19	no caption video11smedia	—	531	38	1	2	7.2%
2026-07-12	no caption video13smediatext	—	222	9	0	1	4.1%
2026-07-11	no caption video8smediatext	humor_memesneutral	335	13	0	0	3.9%
2026-07-10	no caption video59smediatext	lifestyle_motivationpositive	317	20	1	1	6.3%
2026-07-10	no caption video12smediatext	—	261	11	0	0	4.2%
2026-07-10	no caption video20smediatext	lifestyle_motivationpositive	303	15	1	0	5.0%
2026-07-07	no caption video30smediatext	music_dancepositive	267	5	0	0	1.9%
2026-07-06	no caption video6smediatext	otherneutral	584	24	1	3	4.1%
2026-07-05	no caption video21smediatext	culture_historypositive	252	13	0	1	5.2%
2026-07-03	no caption video15smediatext	culture_historyneutral	327	15	2	0	4.6%
2026-07-03	no caption video35smediatext	music_danceneutral	269	12	1	0	4.5%
2026-07-02	no caption video21smediatext	lifestyle_motivationpositive	294	13	1	0	4.4%
2026-07-02	no caption video18smediatext	culture_historyneutral	283	17	1	0	6.0%
2026-07-02	no caption video25smedia	—	314	15	0	0	4.8%
2026-07-02	no caption video35smedia	—	250	10	0	0	4.0%
2026-07-02	no caption video14smediatext	humor_memesneutral	304	22	2	0	7.2%
2026-06-30	no caption video22smediatext	music_danceneutral	383	27	0	0	7.0%
2026-06-30	no caption video22smediatext	—	287	12	0	0	4.2%
2026-06-29	no caption video17smediatext	music_dancepositive	911	52	6	4	5.7%
2026-06-28	no caption video37smediatext	—	368	16	0	0	4.3%
2026-06-26	no caption video24smediatext	culture_historypositive	489	21	0	0	4.3%
2026-06-25	no caption video19s	—	530	32	3	0	6.0%
2026-06-24	no caption video15s	—	351	12	0	0	3.4%
2026-06-23	no caption video18s	—	335	12	0	0	3.6%
2026-06-23	no caption video14s	—	415	25	2	0	6.0%
2026-06-12	no caption video25s	—	463	19	0	0	4.1%

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.