@madalush77

MD · tier Cpolled

𝑀𝐵

https://www.tiktok.com/@madalush77 ↗6915075920404612101

429ms

followers

533

following

168

total likes

1,545

posts on profile

Profile counters as of the last poll (2026-07-25 09:02). They are TikTok’s numbers, not ours; everything below is ours.

What we hold

3 posts captured.

posts captured3

videos / photos0 / 3

date range2025-11-22 → 2026-06-17

media archived3 · 704.8 KB100%

transcribed (ASR)00%

on-screen text (OCR)3100%

topic-tagged00%

author captions3100%

marked as ads0

median plays1,367

total plays5,142

plays per follower2.56

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 09:02

next due2026-08-01 09:02

post rate 7d0.00/day

empty polls in a row0

errors0

watermark2026-06-17

Country call & discovery

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

countryMD

confidence0.9172

decided2026-07-25 08:43

api regionMD

found viauser_following

depth3

discovered2026-07-25 08:43

first tracked2026-07-25 09:02

Reached from @alex1009999 at depth 3, where the crawl walked that account’s following.

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

No tagged posts yet; the sweep has not reached this account.

Hashtags

Most used across captured posts.

#foryou 2 #fyp 1 #рекомендации 1 #рекомендації 1

Captured posts (3, newest first)

Posted	Post	Topic	Plays	Likes	Comments	Shares	Eng.
2026-06-17	#fyp #foryou photomedia	—	1,285	82	4	2	6.4%
2026-02-01	#foryou #рекомендації photomedia	—	1,367	81	0	6	5.9%
2025-11-22	#рекомендации 🤎 photomedia	—	2,490	190	6	7	7.6%

3 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.