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
4.28
0.03/0.00
2.00
0.52
0.26
215.00
1.00
0.00
All clustering variants
Old ranking - len = 2
4 ■ 0.99/0.01 ■ 2 ■ 0.4
Best clustering variants
4 0.99/0.01 2 0.4
Parameters [28, 0.99, 0.01, 2] average weight 0.4 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 28 clusters
Cluster# (28)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
1.02
6.62
0.00/0.12
2.00
1.33
0.67
34.00
14.50
0.25
1
0.96
8.32
1.18/0.05
5.00
1.08
0.22
577.00
3.20
5.76
2
0.00
0.00
0.55/0.00
2.00
0.00
0.00
191.00
5.00
9.00
0
0.00
4.55
0.25/0.00
2.00
0.59
0.30
158.00
7.00
1.00
10
0.00
2.76
0.41/0.00
2.00
0.29
0.14
481.00
9.50
0.25
4
0.00
2.48
0.41/0.00
2.00
0.28
0.14
306.00
18.50
6.25
25
0.00
0.00
0.00/0.00
1.00
0.00
0.00
218.00
3.00
0.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
219.00
4.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
76.00
5.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
131.00
10.00
0.00
26
0.00
0.00
0.00/0.00
1.00
0.00
0.00
85.00
11.00
0.00
27
0.00
0.00
0.00/0.00
1.00
0.00
0.00
160.00
12.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
207.00
13.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
78.00
14.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
38.00
15.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
126.00
17.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
141.00
18.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
127.00
19.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
118.00
20.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
202.00
22.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
41.00
3.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
159.00
4.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
306.00
6.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
100.00
7.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
157.00
9.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
68.00
11.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
210.00
12.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
295.00
13.00
0.00
Sentence-cluster ID (count= 28)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.00/0.12
1.02
6.62
2.00
1.33
0.67
34.00
14.50
0.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.67 | 5.29 | 1.00 | 26-10-30 21:07 | 14 | 35 | October 30, 2026.
0.67 | 5.29 | 1.00 | 26-10-30 21:07 | 15 | 36 | October 29, 2026.
Sentence-cluster ID (count= 28)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
1.18/0.05
0.96
8.32
5.00
1.08
0.22
577.00
3.20
5.76
Sentence-cluster ID (count= 28)
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
191.00
5.00
9.00
Sentence-cluster ID (count= 28)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.25/0.00
0.00
4.55
2.00
0.59
0.30
158.00
7.00
1.00
Sentence-cluster ID (count= 28)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
10
0.41/0.00
0.00
2.76
2.00
0.29
0.14
481.00
9.50
0.25
Sentence-cluster ID (count= 28)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.41/0.00
0.00
2.48
2.00
0.28
0.14
306.00
18.50
6.25
Sentence-cluster ID (count= 28)
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
218.00
3.00
0.00
Sentence-cluster ID (count= 28)
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
219.00
4.00
0.00
Sentence-cluster ID (count= 28)
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
76.00
5.00
0.00
Sentence-cluster ID (count= 28)
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
131.00
10.00
0.00
Sentence-cluster ID (count= 28)
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
85.00
11.00
0.00
Sentence-cluster ID (count= 28)
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
160.00
12.00
0.00
Sentence-cluster ID (count= 28)
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
207.00
13.00
0.00
Sentence-cluster ID (count= 28)
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
78.00
14.00
0.00
Sentence-cluster ID (count= 28)
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
38.00
15.00
0.00
Sentence-cluster ID (count= 28)
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
126.00
17.00
0.00
Sentence-cluster ID (count= 28)
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
141.00
18.00
0.00
Sentence-cluster ID (count= 28)
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
127.00
19.00
0.00
Sentence-cluster ID (count= 28)
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
118.00
20.00
0.00
Sentence-cluster ID (count= 28)
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
202.00
22.00
0.00
Sentence-cluster ID (count= 28)
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
41.00
3.00
0.00
Sentence-cluster ID (count= 28)
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
159.00
4.00
0.00
Sentence-cluster ID (count= 28)
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
306.00
6.00
0.00
Sentence-cluster ID (count= 28)
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
100.00
7.00
0.00
Sentence-cluster ID (count= 28)
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
157.00
9.00
0.00
Sentence-cluster ID (count= 28)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00/0.00
0.00
0.00
1.00
0.00
0.00
68.00
11.00
0.00
Sentence-cluster ID (count= 28)
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
210.00
12.00
0.00
Sentence-cluster ID (count= 28)
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
295.00
13.00
0.00
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
0.39
12.01
10.88/0.12
28.00
4.08
0.15
3712.00
9.89
37.74
1
0.00
5.93
0.88/0.00
4.00
0.77
0.19
327.00
9.75
11.19
0
0.00
9.71
0.13/0.00
3.00
0.97
0.32
652.00
9.67
44.22
3
0.00
2.37
0.28/0.00
2.00
0.27
0.13
318.00
14.00
4.00
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
10.88/0.12
0.39
12.01
28.00
4.08
0.15
3712.00
9.89
37.74
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.47 | 7.86 | 14.00 | 26-10-30 21:07 | 1 | 22 | Николај Костер-Валдау, познат по улогата на Џејми Ланистер во популарната серија „Игра на ...ле засолниште за време на воздушната тревога.
0.47 | 7.86 | 14.00 | 26-10-30 21:07 | 13 | 34 | https://t.co/YMJEWrVG6x — Nikolaj Coster-Waldau | By Silvi (@nikcwarg) Инаку актерот стекн...клучително и активности на Обединетите нации.
0.67 | 5.29 | 14.00 | 26-10-30 21:07 | 14 | 35 | October 30, 2026.
0.67 | 5.29 | 14.00 | 26-10-30 21:07 | 15 | 36 | October 29, 2026.
0.31 | 4.97 | 14.00 | 26-10-30 13:00 | 9 | 8 | Во дополнителна порака, тој детално објасни дека за него ова искуство било само еднократно...а зачувување на животот за време на нападите.
0.27 | 4.32 | 14.00 | 26-10-30 13:00 | 3 | 2 | Актерот, кој се прослави со улогата на Џејми Ланистер во глобално популарната серија „Игра...ревет на склопување поставен на самиот перон.
0.23 | 3.37 | 14.00 | 26-10-30 13:00 | 13 | 12 | Во интервју за украинските медиуми тој посочи дека постои реален ризик Европа постепено да... и потребата од помош остануваат непроменети.
0.23 | 3.37 | 14.00 | 26-10-30 13:00 | 22 | 21 | Неговата светска слава произлезе од ликот на Џејми Ланистер во серијата „Игра на тронови“ ...евизиска награда „Еми“ во 2018 и 2019 година.
0.22 | 3.19 | 14.00 | 26-10-30 21:07 | 9 | 30 | https://t.co/Jrz37BSgqw — hotoke (@hotoke_shinei) Метрото во украинската престолнина за вр...оги често служи како засолниште за граѓаните.
0.21 | 3.04 | 14.00 | 26-10-30 13:00 | 2 | 1 | Тој се засолни заедно со жителите на украинскиот главен град поради непосредната опасност од руски ракетни и беспилотни напади.
0.21 | 2.96 | 14.00 | 26-10-30 13:00 | 18 | 17 | Воедно, оствари средби со граѓани директно погодени од воените дејствија, меѓу кои и со ма...ме Сергеј, кој ги загубил двете нозе и видот.
0.22 | 2.86 | 14.00 | 26-10-30 21:07 | 2 | 23 | Nikolaj Coster-Waldau spent a night on a Kyiv metro platform as the city braced for Russian strikes.
0.22 | 2.86 | 14.00 | 26-10-30 21:07 | 7 | 28 | "Game of Thrones" star Nikolaj Coster-Waldau visited Kyiv and took shelter during an air raid alert.
0.20 | 2.78 | 14.00 | 26-10-30 13:00 | 21 | 20 | Во 2022 година беше дел и од хуманитарната иницијатива „Stand Up for Ukraine“ за собирање ...инските граѓани погодени од руската инвазија.
0.17 | 2.55 | 14.00 | 26-10-30 21:07 | 4 | 25 | https://t.co/duphLiqSa4 — Thought Catalog (@ThoughtCatalog) Актерот го споделил своето иск...жи, каде што објавил и фотографии од метрото.
0.19 | 2.54 | 14.00 | 26-10-30 13:00 | 20 | 19 | Во тие рамки активно учествува во иницијативи за родова еднаквост, климатски промени и заштита на цивилното население.
0.14 | 2.19 | 14.00 | 26-10-30 21:07 | 10 | 31 | Костер-Валдау на тој начин имал можност одблизу да види како изгледа секојдневието на луѓе... ги поминуваат ноќите во подземни засолништа.
0.19 | 2.05 | 14.00 | 26-10-30 21:07 | 3 | 24 | What he wrote the next morning was blunt.
0.14 | 1.94 | 14.00 | 26-10-30 13:00 | 17 | 16 | За време на својот престој, данскиот уметник присуствуваше на претставата „Еднодневен херој“ на воениот ветеран Владимир Тука.
0.15 | 1.83 | 14.00 | 26-10-30 21:07 | 8 | 29 | Due to the threat of Russian airstrikes, he had to take shelter.
0.15 | 1.83 | 14.00 | 26-10-30 21:07 | 11 | 32 | 🇺🇦 It was certainly a surprise to see Nikolaj Coster-Waldau in Kyiv!
0.06 | 0.77 | 14.00 | 26-10-30 13:00 | 1 | 0 | Данскиот актер Николај Костер-Валдау ја помина ноќта во метро-станица во Киев.
0.06 | 0.77 | 14.00 | 26-10-30 13:00 | 14 | 13 | „Важно е да продолжиме да ја раскажуваме оваа приказна, бидејќи е многу важна.
0.00 | 0.00 | 14.00 | 26-10-30 13:00 | 5 | 4 | https://x.com/ThoughtCatalog/status/2116052617767842167?ref_src=twsrc%5Etfw.
0.00 | 0.00 | 14.00 | 26-10-30 13:00 | 7 | 6 | „Ја поминав ноќта во метрото во Киев.
0.00 | 0.00 | 14.00 | 26-10-30 13:00 | 11 | 10 | https://www.instagram.com/reel/DfFsKfZu0v4/?utm_source=ig_embed&utm_campaign=loading.
0.00 | 0.00 | 14.00 | 26-10-30 21:07 | 5 | 26 | Во објавата навел дека ноќта ја поминал во киевското метро, опишувајќи ја како исклучително тешка.
0.00 | 0.00 | 14.00 | 26-10-30 21:07 | 12 | 33 | Back in February, he had already shown his support for Ukraine by participating in Ukraini...rainian literature and solidarity with the...
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
0.88/0.00
0.00
5.93
4.00
0.77
0.19
327.00
9.75
11.19
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
0.13/0.00
0.00
9.71
3.00
0.97
0.32
652.00
9.67
44.22
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
0.28/0.00
0.00
2.37
2.00
0.27
0.13
318.00
14.00
4.00