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
0.98
0.41/0.00
2.00
0.14
0.07
106.00
1.00
0.00
All clustering variants
Old ranking - len = 2
3 ■ 0.99/0.01 ■ 2 ■ 10.9
Best clustering variants
3 0.99/0.01 2 10.9
Parameters [14, 0.99, 0.01, 2] average weight 10.9 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 14 clusters
Cluster# (14)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
23.52
19.43
0.07/0.45
3.00
1.96
0.65
640.00
5.00
2.67
2
14.24
16.24
0.00/0.42
2.00
1.95
0.97
232.00
2.50
2.25
5
8.60
15.36
0.00/0.45
2.00
2.00
1.00
160.00
11.50
6.25
3
8.38
15.40
0.00/0.45
2.00
2.00
1.00
162.00
12.50
6.25
0
0.00
6.53
0.19/0.00
2.00
0.72
0.36
357.00
7.50
0.25
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
111.00
5.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
146.00
6.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
75.00
9.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
146.00
10.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
65.00
11.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
33.00
12.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
20.00
13.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
150.00
1.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
94.00
4.00
0.00
Sentence-cluster ID (count= 14)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.07/0.45
23.52
19.43
3.00
1.96
0.65
640.00
5.00
2.67
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
1.00 | 15.13 | 2.00 | 26-09-08 12:25 | 5 | 15 | Manchester United have completed deal to sign 16-year-old midfielder Isaac Konde from Live...eps have been completed in the last 24 hours.
0.48 | 7.17 | 1.00 | 26-09-08 09:50 | 7 | 4 | Manchester United have completed deal to sign 16-year-old midfielder Isaac Konde from Live...eps have been completed in the last 24 hours.
0.48 | 7.17 | 2.00 | 26-09-08 12:25 | 3 | 14 | 🚨🔴 Manchester United have completed deal to sign 16-year-old midfielder Isaac Konde from L...да блесне на Олд Трафорд во наредните години.
Sentence-cluster ID (count= 14)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.42
14.24
16.24
2.00
1.95
0.97
232.00
2.50
2.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.97 | 13.56 | 1.00 | 26-09-08 09:50 | 1 | 0 | Манчестер Јунајтед го обезбеди потписот на младиот 16-годишен играч од средниот ред на Ливерпул, Исак Конде.
0.97 | 13.56 | 1.00 | 26-09-08 09:50 | 4 | 3 | 🚨🔴 Manchester … Манчестер Јунајтед го обезбеди потписот на младиот 16-годишен играч од средниот ред на Ливерпул, Исак Конде.
Sentence-cluster ID (count= 14)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.45
8.60
15.36
2.00
2.00
1.00
160.00
11.50
6.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
1.00 | 12.44 | 1.00 | 26-09-08 09:50 | 14 | 11 | All set for #MUFC move as formal steps have been completed in the last 24 hours.
1.00 | 12.44 | 1.00 | 26-09-08 12:25 | 9 | 19 | All set for #MUFC move as formal steps have been completed in the last 24 hours.
Sentence-cluster ID (count= 14)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00/0.45
8.38
15.40
2.00
2.00
1.00
162.00
12.50
6.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
1.00 | 12.44 | 1.00 | 26-09-08 09:50 | 15 | 5 | pic.twitter.com/JoYA8BcjNF — Fabrizio Romano (@FabrizioRomano) September 7, 2026.
1.00 | 12.44 | 1.00 | 26-09-08 12:25 | 10 | 16 | pic.twitter.com/JoYA8BcjNF — Fabrizio Romano (@FabrizioRomano) September 7, 2026.
Sentence-cluster ID (count= 14)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.19/0.00
0.00
6.53
2.00
0.72
0.36
357.00
7.50
0.25
Sentence-cluster ID (count= 14)
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
111.00
5.00
0.00
Sentence-cluster ID (count= 14)
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
146.00
6.00
0.00
Sentence-cluster ID (count= 14)
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
75.00
9.00
0.00
Sentence-cluster ID (count= 14)
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
146.00
10.00
0.00
Sentence-cluster ID (count= 14)
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
65.00
11.00
0.00
Sentence-cluster ID (count= 14)
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
33.00
12.00
0.00
Sentence-cluster ID (count= 14)
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
20.00
13.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-09-08 09:50 | 13 | 10 | Foto/ Depositphotos.
Sentence-cluster ID (count= 14)
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
150.00
1.00
0.00
Sentence-cluster ID (count= 14)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00/0.00
0.00
0.00
1.00
0.00
0.00
94.00
4.00
0.00
OLD: TF-IDF K-Means (k=3) — 3 clusters
Cluster# (3)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
14.24
16.24
0.00/0.42
2.00
1.95
0.97
232.00
2.50
2.25
1
10.06
21.26
5.01/1.35
16.00
5.07
0.32
1918.00
8.12
15.61
0
0.00
4.40
0.38/0.00
2.00
0.52
0.26
241.00
9.50
2.25
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.42
14.24
16.24
2.00
1.95
0.97
232.00
2.50
2.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.97 | 13.56 | 1.00 | 26-09-08 09:50 | 1 | 0 | Манчестер Јунајтед го обезбеди потписот на младиот 16-годишен играч од средниот ред на Ливерпул, Исак Конде.
0.97 | 13.56 | 1.00 | 26-09-08 09:50 | 4 | 3 | 🚨🔴 Manchester … Манчестер Јунајтед го обезбеди потписот на младиот 16-годишен играч од средниот ред на Ливерпул, Исак Конде.
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
5.01/1.35
10.06
21.26
16.00
5.07
0.32
1918.00
8.12
15.61
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
1.00 | 15.13 | 7.00 | 26-09-08 12:25 | 5 | 15 | Manchester United have completed deal to sign 16-year-old midfielder Isaac Konde from Live...eps have been completed in the last 24 hours.
1.00 | 12.44 | 9.00 | 26-09-08 09:50 | 14 | 11 | All set for #MUFC move as formal steps have been completed in the last 24 hours.
1.00 | 12.44 | 7.00 | 26-09-08 12:25 | 9 | 19 | All set for #MUFC move as formal steps have been completed in the last 24 hours.
1.00 | 12.44 | 9.00 | 26-09-08 09:50 | 15 | 5 | pic.twitter.com/JoYA8BcjNF — Fabrizio Romano (@FabrizioRomano) September 7, 2026.
1.00 | 12.44 | 7.00 | 26-09-08 12:25 | 10 | 16 | pic.twitter.com/JoYA8BcjNF — Fabrizio Romano (@FabrizioRomano) September 7, 2026.
0.48 | 7.17 | 9.00 | 26-09-08 09:50 | 7 | 4 | Manchester United have completed deal to sign 16-year-old midfielder Isaac Konde from Live...eps have been completed in the last 24 hours.
0.48 | 7.17 | 7.00 | 26-09-08 12:25 | 3 | 14 | 🚨🔴 Manchester United have completed deal to sign 16-year-old midfielder Isaac Konde from L...да блесне на Олд Трафорд во наредните години.
0.45 | 6.64 | 7.00 | 26-09-08 12:25 | 1 | 12 | Манчестер Јунајтед продолжува да инвестира во иднината, а од Ливерпул пристигнува ново име...да блесне на Олд Трафорд во наредните години.
0.45 | 6.64 | 7.00 | 26-09-08 12:25 | 7 | 17 | Доаѓањето на Конде е дел од стратегијата на англискиот клуб да инвестира во млади таленти ...можеле да станат дел од првиот тим во иднина.
0.20 | 2.66 | 9.00 | 26-09-08 09:50 | 5 | 1 | Практиката играчите од Премиер лигата да земаат млади таленти од школите на големите ривали станува сè почеста.
0.18 | 2.51 | 9.00 | 26-09-08 09:50 | 6 | 2 | Дека Исак Конде е сериозен талент покажува и фактот дека, иако има само 16 години, веќе иг...реварувањето од Премиер лигата под 18 години.
0.20 | 1.95 | 9.00 | 26-09-08 09:50 | 9 | 6 | Конде најчесто игра во редот за врска, иако може да игра и на левото крило.
0.20 | 1.95 | 9.00 | 26-09-08 09:50 | 12 | 9 | Но, во редовите на вечниот ривал.
0.06 | 0.78 | 7.00 | 26-09-08 12:25 | 4 | 13 | Како што потврди Фабрицио Романо, 16-годишниот Исак Конде стана нов член на „Црвените ѓаволи“.
0.04 | 0.56 | 9.00 | 26-09-08 09:50 | 10 | 7 | Несомнено уште еден интересен производ на академијата на Ливерпул, од која неодамна произл...Александар-Арнолд, Конор Бредли, Рио Нгумоха.
0.00 | 0.00 | 9.00 | 26-09-08 09:50 | 13 | 10 | Foto/ Depositphotos.
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.38/0.00
0.00
4.40
2.00
0.52
0.26
241.00
9.50
2.25