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
4.36
0.55/0.00
3.00
0.55
0.18
221.00
1.00
0.00
All clustering variants
Old ranking - len = 3
3 ■ 0.99/0.01 ■ 2 ■ 1.6
Best clustering variants
3 0.99/0.01 2 1.6
Parameters [18, 0.99, 0.01, 2] average weight 1.6 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 18 clusters
Cluster# (18)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
8.19
17.74
0.00/0.28
3.00
2.18
0.73
241.00
12.33
10.89
4
0.00
0.00
1.10/0.00
3.00
0.00
0.00
308.00
8.00
26.00
0
0.00
13.34
0.28/0.00
3.00
1.36
0.45
610.00
5.33
37.56
10
0.00
2.35
0.42/0.00
2.00
0.26
0.13
360.00
3.50
2.25
3
0.00
5.63
0.17/0.00
2.00
0.76
0.38
134.00
6.00
1.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
138.00
4.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
158.00
9.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
52.00
10.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
119.00
11.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
64.00
12.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
110.00
3.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
74.00
4.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
38.00
6.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
150.00
8.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
37.00
9.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
45.00
10.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
83.00
11.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
41.00
12.00
0.00
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.28
8.19
17.74
3.00
2.18
0.73
241.00
12.33
10.89
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.81 | 9.81 | 2.00 | 26-10-13 10:23 | 13 | 10 | https://t.co/RTU5cHQ6qM — Le Marca Sports (@lemarcaspors_) October 13, 2026.
0.81 | 9.81 | 2.00 | 26-10-13 10:23 | 16 | 12 | https://t.co/Xp4h8iLZe8 — Kalshi FC (@KalshiFC) October 13, 2026 — Le Marca Sports (@lemarcaspors_).
0.57 | 6.81 | 1.00 | 26-10-13 10:23 | 8 | 5 | https://t.co/Xp4h8iLZe8 — Kalshi FC (@KalshiFC) October 13, 2026.
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
1.10/0.00
0.00
0.00
3.00
0.00
0.00
308.00
8.00
26.00
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.28/0.00
0.00
13.34
3.00
1.36
0.45
610.00
5.33
37.56
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
10
0.42/0.00
0.00
2.35
2.00
0.26
0.13
360.00
3.50
2.25
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.17/0.00
0.00
5.63
2.00
0.76
0.38
134.00
6.00
1.00
Sentence-cluster ID (count= 18)
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
138.00
4.00
0.00
Sentence-cluster ID (count= 18)
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
158.00
9.00
0.00
Sentence-cluster ID (count= 18)
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
52.00
10.00
0.00
Sentence-cluster ID (count= 18)
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
119.00
11.00
0.00
Sentence-cluster ID (count= 18)
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
64.00
12.00
0.00
Sentence-cluster ID (count= 18)
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
110.00
3.00
0.00
Sentence-cluster ID (count= 18)
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
74.00
4.00
0.00
Sentence-cluster ID (count= 18)
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
38.00
6.00
0.00
Sentence-cluster ID (count= 18)
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
150.00
8.00
0.00
Sentence-cluster ID (count= 18)
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
37.00
9.00
0.00
Sentence-cluster ID (count= 18)
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
45.00
10.00
0.00
Sentence-cluster ID (count= 18)
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
83.00
11.00
0.00
Sentence-cluster ID (count= 18)
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
41.00
12.00
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
1
0.10
6.86
9.09/0.02
20.00
1.92
0.10
2229.00
8.30
19.21
2
0.00
2.07
0.99/0.00
3.00
0.24
0.08
303.00
5.33
11.56
0
0.00
3.65
0.65/0.00
3.00
0.45
0.15
230.00
7.67
11.56
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
9.09/0.02
0.10
6.86
20.00
1.92
0.10
2229.00
8.30
19.21
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.57 | 6.81 | 12.00 | 26-10-13 10:23 | 8 | 5 | https://t.co/Xp4h8iLZe8 — Kalshi FC (@KalshiFC) October 13, 2026.
0.57 | 6.81 | 12.00 | 26-10-13 10:23 | 13 | 10 | https://t.co/RTU5cHQ6qM — Le Marca Sports (@lemarcaspors_) October 13, 2026.
0.24 | 3.47 | 12.00 | 26-10-13 10:23 | 9 | 6 | Огнометот и употребата на други пиротехнички средства дефинитивно ги разбудија ѕвездите на...ивно се најдобриот тим во Европа во моментов.
0.18 | 2.71 | 12.00 | 26-10-13 10:23 | 5 | 1 | Гостувањето во Истанбул е сигурно едно од најпеколните на европската сцена за сите клубови... Фенербахче, а Каталонците се убедија во тоа.
0.54 | 2.71 | 1.00 | 26-10-13 08:46 | 1 | 13 | Лига на шампиони Бурук: Ќе ја нападнеме Барселона, позитивен резултат… Објавено на 13 окто...Галасатарај ја дочекува Барселона во еден од.
0.14 | 1.94 | 12.00 | 26-10-13 10:23 | 6 | 3 | Синоќа, голем број навивачи на Галатасарај се собраа пред хотелот каде што престојуваа Каталонците, а потоа следеше неверојатен огномет.
0.11 | 1.43 | 12.00 | 26-10-13 10:23 | 14 | 11 | Натпреварот Галатасарај – Барселона ќе се игра во 21 часот на стадионот „Рамс Парк“ во Истанбул.
0.11 | 1.43 | 7.00 | 26-10-13 09:06 | 7 | 20 | Каде и да се браниме од нашиот противник, мора да го правиме тоа на најдобар можен начин.
0.07 | 1.04 | 12.00 | 26-10-13 10:23 | 4 | 0 | Фудбалерите на Барселона вечерва играат против Галатасарај во Истанбул во 2. коло од Лигата на шампионите, и дефинитивно имаа бессона ноќ.
0.07 | 0.99 | 7.00 | 26-10-13 09:06 | 8 | 21 | Без разлика дали станува збор за третата зона, втората зона или првата зона, треба да прим... ниво на притисок, -вели тренерот Окан Бурук.
0.00 | 0.00 | 12.00 | 26-10-13 10:23 | 3 | 2 | Синоќа, голем број навивачи на Галатасарај.
0.00 | 0.00 | 12.00 | 26-10-13 10:23 | 15 | 4 | | Galatasaray fans were setting off fireworks in front of the hotel where the Barcelona delegation is staying, at 02:20 at night.
0.00 | 0.00 | 12.00 | 26-10-13 10:23 | 11 | 8 | “Dün gece Barcelona’nın kaldığı otelin önünde havai fişekler patlatıldı” şeklinde yapılan haberler gerçeği yansıtmıyor.
0.00 | 0.00 | 12.00 | 26-10-13 10:23 | 12 | 9 | Paylaşılan görüntüler Galatasaray – Liverpool maçı öncesine ait.
0.00 | 0.00 | 12.00 | 26-10-13 10:23 | 16 | 12 | https://t.co/Xp4h8iLZe8 — Kalshi FC (@KalshiFC) October 13, 2026 — Le Marca Sports (@lemarcaspors_).
0.00 | 0.00 | 7.00 | 26-10-13 09:06 | 1 | 14 | Галасатарај ја дочекува Барселона во еден од денешните натпревари од второто коло од лигашката фаза во Лигата на шампионите.
0.00 | 0.00 | 7.00 | 26-10-13 09:06 | 5 | 18 | Нема само да се браниме, туку и ќе нападнеме.
0.00 | 0.00 | 7.00 | 26-10-13 09:06 | 6 | 19 | Треба да размислуваме за двете работи.
0.00 | 0.00 | 7.00 | 26-10-13 09:06 | 10 | 23 | Имавме една победа против нив во 1994 година.
0.00 | 0.00 | 7.00 | 26-10-13 09:06 | 12 | 25 | Средбата се игра во терминот од 21 часот.
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
0.99/0.00
0.00
2.07
3.00
0.24
0.08
303.00
5.33
11.56
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
0.65/0.00
0.00
3.65
3.00
0.45
0.15
230.00
7.67
11.56