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
0.54
0.48/0.00
2.00
0.07
0.04
143.00
1.00
0.00
All clustering variants
Old ranking - len = 2
5 ■ 0.99/0.01 ■ 2 ■ 2.1
Best clustering variants
5 0.99/0.01 2 2.1
Parameters [33, 0.99, 0.01, 2] average weight 2.1 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 33 clusters
Cluster# (33)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
10.27
16.27
0.00/0.29
2.00
1.68
0.84
507.00
5.00
9.00
3
0.23
8.93
0.00/0.02
2.00
1.14
0.57
172.00
36.00
9.00
1
0.00
4.21
0.85/0.00
3.00
0.51
0.17
260.00
16.33
66.89
0
0.00
2.60
0.80/0.00
3.00
0.30
0.10
335.00
17.00
72.67
6
0.00
0.00
0.55/0.00
2.00
0.00
0.00
138.00
12.00
1.00
2
0.00
0.00
0.55/0.00
2.00
0.00
0.00
35.00
19.50
20.25
8
0.00
0.00
0.55/0.00
2.00
0.00
0.00
96.00
20.50
20.25
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
86.00
7.00
0.00
30
0.00
0.00
0.00/0.00
1.00
0.00
0.00
93.00
8.00
0.00
26
0.00
0.00
0.00/0.00
1.00
0.00
0.00
69.00
9.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
9.00
5.00
0.00
29
0.00
0.00
0.00/0.00
1.00
0.00
0.00
69.00
14.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
113.00
18.00
0.00
25
0.00
0.00
0.00/0.00
1.00
0.00
0.00
61.00
19.00
0.00
31
0.00
0.00
0.00/0.00
1.00
0.00
0.00
106.00
20.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
51.00
21.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
59.00
22.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
137.00
23.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
55.00
27.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
112.00
28.00
0.00
27
0.00
0.00
0.00/0.00
1.00
0.00
0.00
61.00
30.00
0.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
23.00
31.00
0.00
28
0.00
0.00
0.00/0.00
1.00
0.00
0.00
26.00
32.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
153.00
34.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
68.00
35.00
0.00
32
0.00
0.00
0.00/0.00
1.00
0.00
0.00
113.00
36.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
75.00
37.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
225.00
38.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
170.00
9.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
312.00
4.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
98.00
5.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
182.00
6.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
57.00
7.00
0.00
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00/0.29
10.27
16.27
2.00
1.68
0.84
507.00
5.00
9.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.84 | 12.64 | 1.00 | 26-10-06 13:07 | 8 | 35 | Сè уште не можам да кажам чии се дроновите, но е јасно – или се руски или украински, изјав... на саемот „Интер дрон експо 2026“ во Софија.
0.84 | 12.64 | 1.00 | 26-10-06 13:07 | 2 | 36 | Нападот ноќеска во бугарскиот дел на Црно Море врз два брода, од кој едниот потона, бил ис... на саемот „Интер дрон експо 2026“ во Софија.
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00/0.02
0.23
8.93
2.00
1.14
0.57
172.00
36.00
9.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.57 | 6.63 | 1.00 | 26-10-05 23:53 | 33 | 28 | https://t.co/m3DChLWyp1 — Visegrád 24 (@visegrad24) October 5, 2026.
0.57 | 6.63 | 1.00 | 26-10-05 23:53 | 39 | 34 | — Volodymyr Zelenskyy / Володимир Зеленський (@ZelenskyyUa) October 5, 2026 — Visegrád 24 (@visegrad24).
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.85/0.00
0.00
4.21
3.00
0.51
0.17
260.00
16.33
66.89
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.80/0.00
0.00
2.60
3.00
0.30
0.10
335.00
17.00
72.67
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.55/0.00
0.00
0.00
2.00
0.00
0.00
138.00
12.00
1.00
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.55/0.00
0.00
0.00
2.00
0.00
0.00
35.00
19.50
20.25
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
8
0.55/0.00
0.00
0.00
2.00
0.00
0.00
96.00
20.50
20.25
Sentence-cluster ID (count= 33)
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
86.00
7.00
0.00
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
30
0.00/0.00
0.00
0.00
1.00
0.00
0.00
93.00
8.00
0.00
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
26
0.00/0.00
0.00
0.00
1.00
0.00
0.00
69.00
9.00
0.00
Sentence-cluster ID (count= 33)
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
9.00
5.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-05 23:53 | 5 | 4 | „Страшен.
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
29
0.00/0.00
0.00
0.00
1.00
0.00
0.00
69.00
14.00
0.00
Sentence-cluster ID (count= 33)
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
113.00
18.00
0.00
Sentence-cluster ID (count= 33)
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
61.00
19.00
0.00
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
31
0.00/0.00
0.00
0.00
1.00
0.00
0.00
106.00
20.00
0.00
Sentence-cluster ID (count= 33)
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
51.00
21.00
0.00
Sentence-cluster ID (count= 33)
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
59.00
22.00
0.00
Sentence-cluster ID (count= 33)
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
137.00
23.00
0.00
Sentence-cluster ID (count= 33)
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
55.00
27.00
0.00
Sentence-cluster ID (count= 33)
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
112.00
28.00
0.00
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
27
0.00/0.00
0.00
0.00
1.00
0.00
0.00
61.00
30.00
0.00
Sentence-cluster ID (count= 33)
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
23.00
31.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-05 23:53 | 31 | 26 | The captain is injured.
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
28
0.00/0.00
0.00
0.00
1.00
0.00
0.00
26.00
32.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-05 23:53 | 32 | 27 | Thirteen crew are missing.
Sentence-cluster ID (count= 33)
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
153.00
34.00
0.00
Sentence-cluster ID (count= 33)
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
68.00
35.00
0.00
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
32
0.00/0.00
0.00
0.00
1.00
0.00
0.00
113.00
36.00
0.00
Sentence-cluster ID (count= 33)
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
75.00
37.00
0.00
Sentence-cluster ID (count= 33)
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
225.00
38.00
0.00
Sentence-cluster ID (count= 33)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.00
0.00
0.00
1.00
0.00
0.00
170.00
9.00
0.00
Sentence-cluster ID (count= 33)
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
312.00
4.00
0.00
Sentence-cluster ID (count= 33)
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
98.00
5.00
0.00
Sentence-cluster ID (count= 33)
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
182.00
6.00
0.00
Sentence-cluster ID (count= 33)
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
57.00
7.00
0.00
OLD: TF-IDF K-Means (k=5) — 5 clusters
Cluster# (5)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
8.31
19.38
0.30/0.29
3.00
1.93
0.64
677.00
6.33
9.56
4
0.54
9.79
0.00/0.04
3.00
1.14
0.38
309.00
31.67
43.56
1
0.00
4.00
14.38/0.00
30.00
1.57
0.05
2590.00
20.23
102.78
3
0.00
3.01
1.26/0.00
4.00
0.39
0.10
344.00
14.50
144.75
2
0.00
4.13
0.30/0.00
2.00
0.51
0.25
206.00
16.00
100.00
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.30/0.29
8.31
19.38
3.00
1.93
0.64
677.00
6.33
9.56
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.84 | 12.64 | 1.00 | 26-10-06 13:07 | 8 | 35 | Сè уште не можам да кажам чии се дроновите, но е јасно – или се руски или украински, изјав... на саемот „Интер дрон експо 2026“ во Софија.
0.84 | 12.64 | 2.00 | 26-10-06 13:07 | 2 | 36 | Нападот ноќеска во бугарскиот дел на Црно Море врз два брода, од кој едниот потона, бил ис... на саемот „Интер дрон експо 2026“ во Софија.
0.25 | 3.71 | 2.00 | 26-10-06 13:07 | 9 | 37 | Нападот ноќеска во бугарскиот дел на Црно Море врз два брода, од кој едниот потона, бил ис...дуваме да утврдиме од каде дошол, додаде тој.
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00/0.04
0.54
9.79
3.00
1.14
0.38
309.00
31.67
43.56
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.57 | 7.23 | 1.00 | 26-10-05 23:53 | 23 | 18 | — Volodymyr Zelenskyy / Володимир Зеленський (@ZelenskyyUa) October 5, 2026 „За жал, во моментов знаеме дека капетанот на бродот починал.
0.57 | 7.23 | 2.00 | 26-10-05 23:53 | 39 | 34 | — Volodymyr Zelenskyy / Володимир Зеленський (@ZelenskyyUa) October 5, 2026 — Visegrád 24 (@visegrad24).
0.57 | 6.63 | 2.00 | 26-10-05 23:53 | 33 | 28 | https://t.co/m3DChLWyp1 — Visegrád 24 (@visegrad24) October 5, 2026.
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
14.38/0.00
0.00
4.00
30.00
1.57
0.05
2590.00
20.23
102.78
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.41 | 6.09 | 27.00 | 26-10-05 23:53 | 38 | 33 | Од почетокот на војната пред четири години забележани се случаи на влегување на руски дрон...зик за важните трговски и енергетски патишта.
0.41 | 6.09 | 3.00 | 26-10-06 13:07 | 4 | 38 | Радев исто така истакна дека на видеоконференција со членовите на Советот на ЕУ, која била...знемирувачко, пренесуваат бугарските медиуми.
0.32 | 4.81 | 3.00 | 26-10-06 13:07 | 6 | 40 | Претходно, премиерот објави дека околу 3 часот наутро, два комерцијални брода биле нападна...та ексклузивна економска зона на Црното Море.
0.22 | 3.03 | 27.00 | 26-10-05 23:53 | 34 | 29 | Романските медиуми претходно објавија дека инцидентот се случил во близина на нафтена плат...д романската енергетска компанија ОМВ Петром.
0.20 | 2.64 | 27.00 | 26-10-05 23:53 | 10 | 5 | „Страшен напад од два руски дрона врз цивилен брод во неутрални води кој превезувал пченка, во сопственост на Турција.
0.18 | 1.98 | 27.00 | 26-10-05 23:53 | 22 | 17 | And everyone who is genuinely interested in this must help.
0.18 | 1.98 | 27.00 | 26-10-05 23:53 | 30 | 25 | A major fire broke out, and the vessel is at risk of sinking.
0.09 | 1.20 | 27.00 | 26-10-05 23:53 | 12 | 7 | A horrific strike by two Russian drones on a civilian vessel in neutral waters carrying corn and owned by Türkiye.
0.09 | 1.20 | 27.00 | 26-10-05 23:53 | 18 | 13 | Ukraine has repeatedly proposed concrete steps to de-escalate the situation and ensure security in the Black Sea.
0.08 | 0.99 | 27.00 | 26-10-05 23:53 | 8 | 2 | Украинскиот претседател Володимир Зеленски тврди дека пожарот е предизвикан од руски дронови.
0.08 | 0.99 | 27.00 | 26-10-05 23:53 | 37 | 32 | Романија, членка на НАТО, дели копнена граница од 614 километри со Украина.
0.07 | 0.90 | 27.00 | 26-10-05 23:53 | 28 | 23 | Во претходно соопштение на руското Министерство за одбрана беше наведено дека Русија погодила два товарни брода.
0.07 | 0.90 | 27.00 | 26-10-05 23:53 | 36 | 31 | Според податоците од веб-страницата Веселфајндер, последното пристанување било во украинското пристаниште Измаил.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 9 | 3 | Тој наведе дека едно лице е убиено, додека по друго сè уште се трага.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 5 | 4 | „Страшен.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 13 | 8 | Azerbaijani and Indian citizens were on board.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 14 | 9 | As of now, unfortunately, we know that the ship’s captain was killed.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 15 | 10 | My condolences.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 16 | 11 | The fate of one other person is still being established.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 17 | 12 | Eleven crew members were rescued, one of them injured.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 19 | 14 | There have also been relevant proposals from third countries.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 20 | 15 | But Russia consistently chooses terror and sinking civilian vessels instead of normal maritime navigation.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 21 | 16 | Pressure is needed to restore global food security.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 24 | 19 | Изразувам сочувство.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 25 | 20 | Се утврдува судбината на уште едно лице.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 27 | 22 | Руските власти сè уште не го коментирале овој инцидент.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 29 | 24 | 🇷🇴 A Turkish grain ship, the Royad Mammadov, was hit by a suspected drone in the Black Sea off Romania.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 31 | 26 | The captain is injured.
0.00 | 0.00 | 27.00 | 26-10-05 23:53 | 32 | 27 | Thirteen crew are missing.
0.00 | 0.00 | 3.00 | 26-10-06 13:07 | 7 | 41 | Дронови нападнаа бродови во бугарски води во Црното Море.
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
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Total chr length
Sentence # average
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3
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344.00
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Sentence-cluster ID (count= 5)
lower/upper
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old weight
Sentence count
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Total chr length
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Sentence # variation
2
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16.00
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