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
0.82
0.43/0.00
2.00
0.12
0.06
99.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 0.7
Best clustering variants
2 0.99/0.01 2 0.7
Parameters [7, 0.99, 0.01, 2] average weight 0.7 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 7 clusters
Cluster# (7)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
3.33
9.63
0.75/0.13
4.00
1.03
0.26
824.00
4.00
5.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
310.00
1.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
191.00
5.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
169.00
3.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
100.00
4.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
130.00
4.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
15.00
6.00
0.00
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.75/0.13
3.33
9.63
4.00
1.03
0.26
824.00
4.00
5.00
Sentence-cluster ID (count= 7)
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
310.00
1.00
0.00
Sentence-cluster ID (count= 7)
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
191.00
5.00
0.00
Sentence-cluster ID (count= 7)
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
169.00
3.00
0.00
Sentence-cluster ID (count= 7)
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
100.00
4.00
0.00
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.00
0.00
0.00
1.00
0.00
0.00
130.00
4.00
0.00
Sentence-cluster ID (count= 7)
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
15.00
6.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-08-05 10:07 | 6 | 8 | 🚨 ¡ÚLTIMA HORA!
OLD: TF-IDF K-Means (k=2) — 2 clusters
Cluster# (2)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
2.22
10.50
1.95/0.13
7.00
1.49
0.21
1069.00
4.29
3.35
1
0.00
3.56
0.74/0.00
3.00
0.36
0.12
670.00
3.00
2.67
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
1.95/0.13
2.22
10.50
7.00
1.49
0.21
1069.00
4.29
3.35
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.68 | 9.70 | 6.00 | 26-08-05 10:07 | 3 | 6 | Останува да се види дали доаѓањето на Деко во Мадрид може да донесе Деко е виден во Мадрид...да го договори трансферот на Хулијан Алварез.
0.68 | 9.70 | 6.00 | 26-08-05 10:07 | 5 | 7 | Останува да се види дали доаѓањето на Деко во Мадрид може да донесе пресврт во ситуацијата...лварез ова лето сепак да заврши во Барселона.
0.28 | 3.96 | 6.00 | 26-08-05 10:07 | 4 | 5 | Алварез од почетокот на преодниот рок се поврзува со Барселона, но досега Атлетико Мадрид беше цврст во ставот дека не го продава.
0.27 | 3.84 | 6.00 | 26-08-05 10:07 | 1 | 4 | Деко е виден во Мадрид, а шпанските новинари пишуваат дека е таму за да го договори трансферот на Хулијан Алварез.
0.25 | 3.36 | 1.00 | 26-08-05 12:06 | 4 | 3 | Каталонскиот клуб бара 55 милиони евра за да го ослободи херојот на финалето на Светското првенство.
0.00 | 0.00 | 6.00 | 26-08-05 10:07 | 6 | 8 | 🚨 ¡ÚLTIMA HORA!
0.00 | 0.00 | 6.00 | 26-08-05 10:07 | 7 | 9 | Deco ya ha llegado a Madrid para una cumbre por Julián Álvarez 🔵🔴El director deportivo se ...f18qN — Diario SPORT (@sport) August 4, 2026.
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.74/0.00
0.00
3.56
3.00
0.36
0.12
670.00
3.00
2.67