@mariana_armas

MD · tier Bpolled

Mariea_armas

https://www.tiktok.com/@mariana_armas ↗7587475825761322007

23ms

followers

10,640

following

9,497

total likes

91,053

posts on profile

240

Profile counters as of the last poll (2026-07-25 10:05). They are TikTok’s numbers, not ours; everything below is ours.

What we hold

30 of the 240 posts this profile claims, or 12.5%. 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 range2026-05-28 → 2026-07-23

media archived20 · 39.4 MB67%

transcribed (ASR)2067%

on-screen text (OCR)2067%

topic-tagged13%

author captions13%

marked as ads0

median plays1,021

total plays56,536

plays per follower0.10

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 10:05

next due2026-07-26 10:05

post rate 7d0.71/day

empty polls in a row0

errors0

watermark2026-07-23

Country call & discovery

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

countryMD

confidence0.9604

decided2026-07-25 07:39

api regionMD

found viauser_followers

depth2

discovered2026-07-25 07:39

first tracked2026-07-25 10:05

Reached from @liuba550 at depth 2, 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 30 captured. At this sample size a leading topic is a hint, not a characterisation of the account.

real_estate 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.
2026-07-23	no caption video13smedia	—	454	115	23	1	25.3%
2026-07-23	Salutare la toți 💯❤️ video20smediatext	—	556	172	43	2	30.9%
2026-07-22	no caption video55smedia	—	1,057	256	45	1	24.2%
2026-07-22	no caption video12smediatext	—	720	184	35	2	25.6%
2026-07-21	no caption video28smediatext	—	2,963	477	75	15	16.1%
2026-07-18	no caption video26smediatext	real_estateneutral	5,446	1,064	127	5	19.5%
2026-07-17	no caption video27smedia	—	821	268	56	1	32.6%
2026-07-15	no caption video46smedia	—	9,736	930	87	37	9.6%
2026-07-14	no caption video83smediatext	—	2,090	378	63	22	18.1%
2026-07-11	no caption video36smedia	—	1,021	355	55	0	34.8%
2026-07-10	no caption video111smediatext	—	1,259	332	42	1	26.4%
2026-07-08	no caption video15smediatext	—	1,186	305	60	0	25.7%
2026-07-07	no caption video28smediatext	—	1,095	360	60	1	32.9%
2026-07-06	no caption video59smediatext	—	7,978	962	102	35	12.1%
2026-07-04	no caption video13smediatext	—	968	272	38	1	28.1%
2026-07-02	no caption video31smedia	—	5,650	825	89	11	14.6%
2026-07-02	no caption video31smediatext	—	747	233	39	0	31.2%
2026-07-01	no caption video22smediatext	—	900	272	57	1	30.2%
2026-06-27	no caption video70smediatext	—	2,541	279	36	5	11.0%
2026-06-26	no caption video73smedia	—	1,127	383	76	0	34.0%
2026-06-25	no caption video45s	—	1,259	386	73	18	30.7%
2026-06-24	no caption video45s	—	825	260	45	0	31.5%
2026-06-23	no caption video74s	—	1,278	417	102	3	32.6%
2026-06-15	no caption video50s	—	1,321	437	94	14	33.1%
2026-06-12	no caption video23s	—	773	216	48	3	27.9%
2026-06-08	no caption video53s	—	476	117	14	0	24.6%
2026-06-04	no caption video17s	—	612	157	14	0	25.7%
2026-06-02	no caption video130s	—	451	113	6	0	25.1%
2026-05-29	no caption video40s	—	756	233	22	4	30.8%
2026-05-28	no caption video59s	—	470	130	11	0	27.7%

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.