@madalin6454

MD · tier Cpolled

🥷🏼

no bio yet

https://www.tiktok.com/@madalin6454 ↗7273814306327626758

768ms

followers

417

following

3,579

total likes

2,030

posts on profile

107

Profile counters as of the last poll (2026-07-25 09:32). They are TikTok’s numbers, not ours; everything below is ours.

What we hold

31 of the 107 posts this profile claims, or 29.0%. One poll returns one page of at most 30, so this ceiling is a property of the poller, not of the account.

posts captured31

videos / photos23 / 8

date range2025-07-27 → 2026-07-24

media archived12 · 6.5 MB39%

transcribed (ASR)413%

on-screen text (OCR)1239%

topic-tagged310%

author captions1652%

marked as ads0

median plays233

total plays10,774

plays per follower0.56

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 09:32

next due2026-08-01 09:32

post rate 7d0.14/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 08:38

api regionMD

found viauser_followers

depth4

discovered2026-07-25 08:38

first tracked2026-07-25 09:32

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_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 3 tagged posts of 31 captured. At this sample size a leading topic is a hint, not a characterisation of the account.

other 2 gaming 1

Hashtags

Most used across captured posts.

#for 3 #foryou 3 #you 3 #bmw 1 #bmwm760 1 #pubg 1 #su27flanker 1

Captured posts (31, newest first)

Posted	Post	Topic	Plays	Likes	Comments	Shares	Eng.
2026-07-24	o mâncat calitatea tik tok video13smediatext	—	193	12	7	15	6.2%
2026-07-14	Короче миша упал. @¿ video28smediatext	—	258	9	9	3	3.5%
2026-07-14	@¿ video9smediatext	—	200	13	0	1	6.5%
2026-07-02	no caption photomediatext	otherneutral	234	6	3	2	2.6%
2026-06-29	SURGE PROTECTOR video13smediatext	—	197	11	0	1	5.6%
2026-06-28	no caption photomediatext	gamingneutral	197	5	0	0	2.5%
2026-06-25	BMW photomediatext	—	621	18	4	1	2.9%
2026-06-25	#su27flanker🇷🇺 the best video19spinned	—	1,251	51	2	12	4.1%
2026-06-17	#bmwm760 video15s	—	205	17	0	0	8.3%
2026-06-14	#foryou #bmw #for #you video8s	—	210	8	0	0	3.8%
2026-06-14	no caption photomediatext	—	296	10	0	3	3.4%
2026-06-12	#for #foryou #for #you video14s	—	196	9	0	0	4.6%
2026-06-12	no caption photomediatext	—	232	7	0	0	3.0%
2026-06-10	@¿ video16s	—	231	11	0	1	4.8%
2026-05-23	no caption video13s	—	319	13	1	1	4.1%
2026-05-17	#pubg #foryou #for #you video12s	—	417	17	0	0	4.1%
2026-05-17	no caption photomediatext	—	490	17	0	0	3.5%
2026-05-14	Brazilian style😍😍🇧🇷 photopinnedmediatext	—	832	22	0	3	2.6%
2026-05-07	MAI CEVA DE CÂT @3 video16s	—	268	15	3	5	5.6%
2026-05-07	no caption video12s	—	202	11	0	7	5.4%
2026-04-27	no caption video74s	—	466	25	2	2	5.4%
2026-04-23	no caption video10s	—	274	14	0	0	5.1%
2026-04-22	no caption video14s	—	205	16	0	1	7.8%
2026-04-21	Lexus😍 video22s	—	274	21	0	1	7.7%
2026-04-20	no caption photomediatext	otherneutral	101	9	1	1	8.9%
2026-04-20	no caption video9s	—	265	19	0	0	7.2%
2026-04-19	INPRUMUTAM EDITURI video14s	—	233	19	1	1	8.2%
2026-04-19	no caption video12s	—	221	17	0	0	7.7%
2026-04-18	no caption video15s	—	214	17	1	0	7.9%
2026-04-12	no caption video12s	—	216	8	0	0	3.7%
2025-07-27	hahahahahahahha video16spinned	—	1,256	42	2	8	3.3%

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.