Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00
0.86
0.43/0.00
2.00
0.12
0.06
128.00
1.00
0.00
All clustering variants
Old ranking - len = 2
4 ■ 0.99/0.01 ■ 2 ■ 0.0
Best clustering variants
4 0.99/0.01 2 0.0
Parameters [26, 0.99, 0.01, 2] average weight 0.0 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 26 clusters
Cluster# (26)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00
2.61
0.92/0.00
3.00
0.26
0.09
708.00
7.67
64.22
3
0.00
2.10
0.89/0.00
3.00
0.21
0.07
699.00
10.33
16.89
1
0.00
0.00
0.55/0.00
2.00
0.00
0.00
338.00
2.00
1.00
4
0.00
6.13
0.23/0.00
2.00
0.63
0.32
497.00
17.50
0.25
5
0.00
0.00
0.55/0.00
2.00
0.00
0.00
426.00
27.00
9.00
0
0.00
0.00
0.55/0.00
2.00
0.00
0.00
303.00
29.00
4.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
165.00
4.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
223.00
6.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
70.00
7.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
38.00
8.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
225.00
9.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
88.00
10.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
105.00
12.00
0.00
25
0.00
0.00
0.00/0.00
1.00
0.00
0.00
67.00
13.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
64.00
14.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
113.00
16.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
178.00
20.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
179.00
21.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
134.00
22.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
62.00
23.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
88.00
25.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
321.00
26.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
108.00
28.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
342.00
29.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
256.00
32.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
16.00
33.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.92/0.00
0.00
2.61
3.00
0.26
0.09
708.00
7.67
64.22
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.89/0.00
0.00
2.10
3.00
0.21
0.07
699.00
10.33
16.89
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.55/0.00
0.00
0.00
2.00
0.00
0.00
338.00
2.00
1.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.23/0.00
0.00
6.13
2.00
0.63
0.32
497.00
17.50
0.25
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.55/0.00
0.00
0.00
2.00
0.00
0.00
426.00
27.00
9.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.55/0.00
0.00
0.00
2.00
0.00
0.00
303.00
29.00
4.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
23
0.00/0.00
0.00
0.00
1.00
0.00
0.00
165.00
4.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
24
0.00/0.00
0.00
0.00
1.00
0.00
0.00
223.00
6.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
21
0.00/0.00
0.00
0.00
1.00
0.00
0.00
70.00
7.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
13
0.00/0.00
0.00
0.00
1.00
0.00
0.00
38.00
8.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
19
0.00/0.00
0.00
0.00
1.00
0.00
0.00
225.00
9.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
20
0.00/0.00
0.00
0.00
1.00
0.00
0.00
88.00
10.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
22
0.00/0.00
0.00
0.00
1.00
0.00
0.00
105.00
12.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
25
0.00/0.00
0.00
0.00
1.00
0.00
0.00
67.00
13.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
14
0.00/0.00
0.00
0.00
1.00
0.00
0.00
64.00
14.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
9
0.00/0.00
0.00
0.00
1.00
0.00
0.00
113.00
16.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
11
0.00/0.00
0.00
0.00
1.00
0.00
0.00
178.00
20.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
10
0.00/0.00
0.00
0.00
1.00
0.00
0.00
179.00
21.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
17
0.00/0.00
0.00
0.00
1.00
0.00
0.00
134.00
22.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
12
0.00/0.00
0.00
0.00
1.00
0.00
0.00
62.00
23.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.00/0.00
0.00
0.00
1.00
0.00
0.00
88.00
25.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
18
0.00/0.00
0.00
0.00
1.00
0.00
0.00
321.00
26.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
15
0.00/0.00
0.00
0.00
1.00
0.00
0.00
108.00
28.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
8
0.00/0.00
0.00
0.00
1.00
0.00
0.00
342.00
29.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
16
0.00/0.00
0.00
0.00
1.00
0.00
0.00
256.00
32.00
0.00
Sentence-cluster ID (count= 26)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
7
0.00/0.00
0.00
0.00
1.00
0.00
0.00
16.00
33.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-07 08:39 | 33 | 32 | October 6, 2026.
OLD: TF-IDF K-Means (k=4) — 4 clusters
Cluster# (4)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
1.02
6.17
0.00/0.02
2.00
0.65
0.32
455.00
1.50
0.25
0
0.00
6.68
13.18/0.00
29.00
2.22
0.08
4896.00
16.97
90.86
3
0.00
3.32
0.19/0.00
2.00
0.36
0.18
400.00
22.50
2.25
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
62.00
23.00
0.00
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.02
1.02
6.17
2.00
0.65
0.32
455.00
1.50
0.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.57 | 7.79 | 1.00 | 26-10-07 08:39 | 1 | 0 | По вчерашните напади врз два трговски брода во бугарската исклучива економска зона во Црното Море.
0.08 | 7.79 | 1.00 | 26-10-07 08:39 | 2 | 1 | По вчерашните напади врз два трговски брода во бугарската исклучива економска зона во Црно...ставени ставови за тоа кој стои зад нападите.
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
13.18/0.00
0.00
6.68
29.00
2.22
0.08
4896.00
16.97
90.86
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.36 | 6.09 | 28.00 | 26-10-07 08:39 | 5 | 4 | — Alerta Noticias UKR 24 (@UKR_token) Како што пренесува „Украинска правда“, повикувајќи с...н руски напад со поморски и воздушни дронови.
0.36 | 6.09 | 28.00 | 26-10-07 08:39 | 29 | 28 | Бугарскиот претседател Румен Радев го оцени инцидентот како грубо кршење на меѓународното ...порт и ги зголемува трошоците за осигурување.
0.29 | 4.66 | 28.00 | 26-10-07 08:39 | 26 | 25 | Сите 18 члена на екипажот – главно државјани на Турција и Индија – успеаја да го напуштат ...ени во Воено-медицинската академија во Варна.
0.31 | 4.47 | 28.00 | 26-10-07 08:39 | 19 | 18 | Стојанов нагласи дека овој инцидент дефинитивно не бил несреќа, туку насочен напад, додава... од „хибридната војна меѓу Украина и Русија“.
0.30 | 4.44 | 28.00 | 26-10-07 08:39 | 15 | 14 | Zelensky said Ukrainian forces carried out no operations in the area and that, after conta...ttack involved Russian sea and aerial drones.
0.30 | 4.44 | 28.00 | 26-10-07 08:39 | 30 | 29 | The crew of a merchant ‌ship was missing on Tuesday after the vessel sank in the Black Sea...ed as a gross violation of international law.
0.16 | 2.47 | 28.00 | 26-10-07 08:39 | 6 | 5 | Украинскиот лидер нагласи дека силите на Киев не спровеле никакви операции во тој дел од м...оре целосно небезбеден за цивилната пловидба.
0.16 | 2.47 | 28.00 | 26-10-07 08:39 | 9 | 8 | Ова е продолжение на руската стратегија за ескалација – еден ден претходно беше погоден бр...адите врз нашите пристаништа не престануваат.
0.16 | 2.46 | 28.00 | 26-10-07 08:39 | 18 | 17 | Според него, не може со стопроцентна сигурност да се каже дали леталата биле руски или укр...биле употребени и поморски беспилотни летала.
0.16 | 2.33 | 28.00 | 26-10-07 08:39 | 17 | 16 | — NEXTA (@nexta_tv) Од друга страна, бугарскиот министер за одбрана Димитар Стојанов изјав...ди чии беспилотни летала го извршиле нападот.
0.16 | 2.33 | 28.00 | 26-10-07 08:39 | 20 | 19 | Тој истакна дека конфликтот се одвива во непосредното соседство на Бугарија и дека таквите...енадување во сегашните безбедносни околности.
0.16 | 1.97 | 28.00 | 26-10-07 08:39 | 7 | 6 | „Еден брод беше потопен, додека другиот претрпе значителни оштетувања.
0.12 | 1.74 | 28.00 | 26-10-07 08:39 | 27 | 26 | Еден од спасените турски морнари од бродот „Ејбл“ (Able) по пристигнувањето во Варна изјав...и, бидејќи бродот превезувал украински товар.
0.10 | 1.57 | 1.00 | 26-10-07 09:49 | 2 | 33 | Украинскиот претседате и бугарскиот министер за одбрана Димитар Стојанов се огласија за др...вставени ставови за тоа кој стои зад нападот.
0.07 | 0.87 | 28.00 | 26-10-07 08:39 | 10 | 9 | Ваквиот вид агресивност бара јасен одговор и координација со партнерите“, рече Зеленски.
0.07 | 0.87 | 28.00 | 26-10-07 08:39 | 25 | 24 | Другиот брод, „Ејбл“, кој превезуваше пченица и се движеше кон југ, се запали по ударот.
0.02 | 0.31 | 28.00 | 26-10-07 08:39 | 32 | 31 | (Reuters) https://t.co/NkEM8ZE3wS — The Ukrainian Week / Tyzhden (@ukr_week_en) Претседате...вната економска зона на земја-членка на НАТО.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 3 | 2 | URGENTE Dos navíos son golpeados por drones en el mar Negro Dos buques comerciales fueron ...servicios de salvamento marítimo de Bulgaria.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 4 | 3 | Las autoridades rumanas confirmaron la muerte de dos tripulantes y el rescate de 11 person...ros resultaron heridos durante la emergencia.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 8 | 7 | Изразуваме сочувство до сите погодени.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 11 | 10 | ⚡️ Zelensky accuses Russia of attacking commercial vessels off the Bulgarian coast Two shi...drones in Bulgaria’s exclusive economic zone.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 12 | 11 | The Alfa Watan sank roughly three minutes after the explosions, with 15–20 crew members reported missing.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 13 | 12 | The second vessel, Able, caught fire, and 18 people were evacuated.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 14 | 13 | Bulgarian authorities have not publicly named those responsible.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 16 | 15 | At the same time, Sofia said it does not currently intend to invoke Articles 4 or 5 of the North Atlantic Treaty.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 22 | 21 | Цели беа два цивилни товарни брода: „Алфа Ватан“ (Alfa Watan), кој пловеше под знамето на Того, и „Ејбл“ (Able), под знамето на Палау.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 28 | 27 | Сепак, засега неговото тврдење претставува само личен впечаток и не е официјално потврдено од истражителите.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 31 | 30 | "Probably a Russian attack", a maritime security source said.
0.00 | 0.00 | 28.00 | 26-10-07 08:39 | 33 | 32 | October 6, 2026.
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.19/0.00
0.00
3.32
2.00
0.36
0.18
400.00
22.50
2.25
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.00
0.00
0.00
1.00
0.00
0.00
62.00
23.00
0.00