Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00
3.51
0.65/0.00
3.00
0.45
0.15
210.00
1.00
0.00
All clustering variants
Old ranking - len = 3
4 ■ 0.99/0.01 ■ 2 ■ 1.2
Best clustering variants
4 0.99/0.01 2 1.2
Parameters [12, 0.99, 0.01, 2] average weight 1.2 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 12 clusters
Cluster# (12)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
10
5.85
19.67
0.10/0.49
5.00
3.47
0.69
162.00
24.20
41.36
1
0.31
5.11
3.67/0.20
9.00
0.97
0.11
644.00
18.44
134.25
0
0.00
3.95
1.44/0.00
5.00
0.76
0.15
123.00
21.40
49.04
2
0.00
7.33
0.65/0.00
3.00
0.75
0.25
600.00
6.00
0.67
5
0.00
3.00
0.37/0.00
2.00
0.35
0.18
255.00
3.00
1.00
9
0.00
6.52
0.23/0.00
2.00
0.64
0.32
673.00
7.50
6.25
3
0.00
1.57
0.43/0.00
2.00
0.24
0.12
89.00
27.50
30.25
4
0.00
8.95
0.06/0.00
2.00
0.98
0.49
365.00
19.50
2.25
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
201.00
2.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
188.00
1.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
13.00
20.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
27.00
35.00
0.00
Sentence-cluster ID (count= 12)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
10
0.10/0.49
5.85
19.67
5.00
3.47
0.69
162.00
24.20
41.36
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.88 | 9.36 | 1.00 | 26-10-03 19:22 | 13 | 18 | É GOOOOOOOOOOOL É GOOOOOOOOOOOOOOOOOL DO BRASIIIIIIIIIIIIIIIIL!
0.88 | 9.36 | 4.00 | 26-10-03 19:22 | 31 | 31 | É GOOOOOOOOOOOOOOOOOL DO BRASIIIIIIIIIIIIIIIIL!
0.71 | 6.04 | 4.00 | 26-10-03 19:22 | 24 | 27 | É GOOOOOOOOOOOOOOOOOL.
0.50 | 3.81 | 4.00 | 26-10-03 19:22 | 30 | 30 | É GOOOOOOOOOOOL.
0.50 | 3.65 | 4.00 | 26-10-03 19:22 | 23 | 26 | É GOOOOOOOOOL.
Sentence-cluster ID (count= 12)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
3.67/0.20
0.31
5.11
9.00
0.97
0.11
644.00
18.44
134.25
Sentence-cluster ID (count= 12)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
1.44/0.00
0.00
3.95
5.00
0.76
0.15
123.00
21.40
49.04
Sentence-cluster ID (count= 12)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.65/0.00
0.00
7.33
3.00
0.75
0.25
600.00
6.00
0.67
Sentence-cluster ID (count= 12)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.37/0.00
0.00
3.00
2.00
0.35
0.18
255.00
3.00
1.00
Sentence-cluster ID (count= 12)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
9
0.23/0.00
0.00
6.52
2.00
0.64
0.32
673.00
7.50
6.25
Sentence-cluster ID (count= 12)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.43/0.00
0.00
1.57
2.00
0.24
0.12
89.00
27.50
30.25
Sentence-cluster ID (count= 12)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.06/0.00
0.00
8.95
2.00
0.98
0.49
365.00
19.50
2.25
Sentence-cluster ID (count= 12)
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
201.00
2.00
0.00
Sentence-cluster ID (count= 12)
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
188.00
1.00
0.00
Sentence-cluster ID (count= 12)
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
13.00
20.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-03 19:22 | 20 | 9 | SABE DE QUEM?
Sentence-cluster ID (count= 12)
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
27.00
35.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-03 19:22 | 35 | 33 | pic.twitter.com/FABuZVBWGf.
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
0.71
8.63
0.74/0.34
4.00
1.33
0.33
161.00
22.00
153.50
0
0.41
11.35
9.68/0.25
24.00
3.53
0.15
2916.00
15.54
101.50
3
0.00
5.80
0.85/0.00
4.00
0.92
0.23
145.00
28.75
7.19
1
0.00
4.28
0.10/0.00
2.00
0.60
0.30
118.00
4.50
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
2
0.74/0.34
0.71
8.63
4.00
1.33
0.33
161.00
22.00
153.50
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
9.68/0.25
0.41
11.35
24.00
3.53
0.15
2916.00
15.54
101.50
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.80 | 9.26 | 20.00 | 26-10-03 19:22 | 7 | 12 | É GOOOOOOOOOL É GOOOOOOOOOOOOOOOOOL É GOOOOOOOOOOOOOOOOOL DO BRASIL!
0.80 | 9.26 | 20.00 | 26-10-03 19:22 | 13 | 18 | É GOOOOOOOOOOOL É GOOOOOOOOOOOOOOOOOL DO BRASIIIIIIIIIIIIIIIIL!
0.38 | 6.05 | 20.00 | 26-10-03 19:22 | 10 | 15 | #FutebolNaGlobo #SeleçãoBrasileira #SeleçãoBrasileiraNaGlobo #AmistosoSeleçãoMasculinaNaGl...одлука беше „џокерот“ кој го замени Винисиус.
0.32 | 4.88 | 20.00 | 26-10-03 19:22 | 5 | 10 | ESTÊVÃO É O NOME DA EMOÇÃO! VAAAAAAAAMOOOOOOOOOOOOOO #FutebolNaGlobo #SeleçãoBrasileira #S...ме, а дотогаш, Бразил веќе постигна два гола.
0.30 | 4.88 | 20.00 | 26-10-03 19:22 | 14 | 19 | BRASIL 3 ÍNDIA 0! #FutebolNaGlobo #SeleçãoBrasileira #SeleçãoBrasileiraNaGlobo #AmistosoSe... постави конечните 4:0 на овој контролен меч.
0.30 | 4.65 | 3.00 | 26-10-03 19:24 | 5 | 2 | Против селекцијата пласирана на 138-то место на ранг-листата на ФИФА, Бразилците поведоа в...во 42. минута кога Бразил го удвои водството.
0.23 | 3.71 | 3.00 | 26-10-03 19:24 | 7 | 5 | Прво, Самуел Лино беше стрелец за 3:0 во 58. минута, додека сè беше решено во 95. минута к...ш ремизираше 1:1 а вториот пат победи со 4:2.
0.50 | 3.65 | 20.00 | 26-10-03 19:22 | 23 | 26 | É GOOOOOOOOOL.
0.50 | 3.65 | 20.00 | 26-10-03 19:22 | 30 | 30 | É GOOOOOOOOOOOL.
0.18 | 2.44 | 3.00 | 26-10-03 19:24 | 4 | 1 | Бразилската фудбалска репрезентација ја победи Индија со 4:0 во пријателски натпревар одигран оваа сабота во Калкута.
0.18 | 2.44 | 20.00 | 26-10-03 19:22 | 2 | 7 | Бразил во улога на голем фаворит отиде на мегдан со Индија и запиша убедлива победа, а Винисиус беше изваден од теренот по 45 минути игра.
0.20 | 1.96 | 20.00 | 26-10-03 19:22 | 22 | 11 | É BOOOOOOOOOLA NA REDE DA ÍNDIA!
0.20 | 1.96 | 20.00 | 26-10-03 19:22 | 31 | 31 | É GOOOOOOOOOOOOOOOOOL DO BRASIIIIIIIIIIIIIIIIL!
0.20 | 1.95 | 20.00 | 26-10-03 19:22 | 25 | 28 | É GOOOOOOOOOOOOOOOOOL DO BRASIL!
0.12 | 1.95 | 1.00 | 26-10-03 19:00 | 2 | 0 | Дома Фудбал Меѓународен фудбал Фудбал Меѓународен фудбал Земјата со најмногу жители ја поч...вски пред 11 минути 64 Facebook X WhatsApp V.
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 1 | 6 | Винисиус Жуниор не е во најдобра и најпосакувана форма и тоа го заклучија Карло Анчелоти и...а на Реал Мадрид денеска доби и мала поштеда.
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 20 | 9 | SABE DE QUEM?
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 11 | 16 | SAMUEL LINO!
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 15 | 20 | SAMUEL LIIIIIIIINO!
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 18 | 23 | #FutebolNaGlobo #SeleçãoBrasileira #SeleçãoBrasileiraNaGlobo #AmistosoSeleçãoMasculinaNaGl...uZVBWGf — TV Globo (@tvglobo) É GOOOOOOOOOOL.
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 21 | 25 | ESTÊVÃO É O NOME DA EMOÇÃO! VAAAAAAAAMOOOOOOOOOOOOOO #FutebolNaGlobo #SeleçãoBrasileira #S...A pic.twitter.com/SC1p4TQ1XS October 3, 2026.
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 24 | 27 | É GOOOOOOOOOOOOOOOOOL.
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 28 | 29 | #INDxBRA pic.twitter.com/KUSQQ0ioZd SAMUEL LINO!
0.00 | 0.00 | 20.00 | 26-10-03 19:22 | 35 | 33 | pic.twitter.com/FABuZVBWGf.
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
0.85/0.00
0.00
5.80
4.00
0.92
0.23
145.00
28.75
7.19
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.10/0.00
0.00
4.28
2.00
0.60
0.30
118.00
4.50
2.25