Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00
1.71
1.41/0.00
4.00
0.24
0.06
223.00
1.00
0.00
All clustering variants
Old ranking - len = 4
3 ■ 0.99/0.01 ■ 2 ■ 2.5
Best clustering variants
3 0.99/0.01 2 2.5
Parameters [18, 0.99, 0.01, 2] average weight 2.5 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
3
12.60
15.96
0.00/0.36
2.00
1.83
0.91
293.00
3.00
4.00
2
0.00
6.69
0.20/0.00
2.00
0.70
0.35
463.00
2.00
0.00
0
0.00
2.32
0.41/0.00
2.00
0.28
0.14
243.00
9.50
0.25
1
0.00
7.81
0.11/0.00
2.00
0.88
0.44
317.00
2.50
2.25
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
6.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
71.00
7.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
92.00
8.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
169.00
11.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
41.00
5.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
39.00
6.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
19.00
9.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
60.00
10.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
232.00
5.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
18.00
12.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
63.00
13.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
150.00
8.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
48.00
11.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
30.00
14.00
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
3
0.00/0.36
12.60
15.96
2.00
1.83
0.91
293.00
3.00
4.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.91 | 13.18 | 1.00 | 26-09-10 11:41 | 1 | 1 | Без победник заврши натпреварот во МЛС лигата помеѓу Чикаго и Интер Мајами (1:1). Голот за Чикаго го постигна Роберт Левандовски.
0.91 | 13.18 | 1.00 | 26-09-10 11:41 | 5 | 5 | Имаше турканица, а потоа Родриго … Без победник заврши натпреварот во МЛС лигата помеѓу Чи...лот за Чикаго го постигна Роберт Левандовски.
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
0.20/0.00
0.00
6.69
2.00
0.70
0.35
463.00
2.00
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
0
0.41/0.00
0.00
2.32
2.00
0.28
0.14
243.00
9.50
0.25
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.11/0.00
0.00
7.81
2.00
0.88
0.44
317.00
2.50
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
16
0.00/0.00
0.00
0.00
1.00
0.00
0.00
73.00
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
10
0.00/0.00
0.00
0.00
1.00
0.00
0.00
71.00
7.00
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
92.00
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
169.00
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
9
0.00/0.00
0.00
0.00
1.00
0.00
0.00
41.00
5.00
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
39.00
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
4
0.00/0.00
0.00
0.00
1.00
0.00
0.00
19.00
9.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-09-10 11:16 | 9 | 14 | ROBERT LEWANDOWSKI.
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
60.00
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
14
0.00/0.00
0.00
0.00
1.00
0.00
0.00
232.00
5.00
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
18.00
12.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-09-10 11:16 | 12 | 17 | Messi to Casemiro!
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
63.00
13.00
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
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
7
0.00/0.00
0.00
0.00
1.00
0.00
0.00
48.00
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
30.00
14.00
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
0.00
1.92
4.57/0.00
10.00
0.38
0.04
738.00
9.60
8.44
0
0.00
13.75
2.57/0.00
9.00
2.18
0.24
1494.00
3.78
5.28
2
0.00
3.88
0.73/0.00
3.00
0.51
0.17
189.00
9.67
0.22
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
4.57/0.00
0.00
1.92
10.00
0.38
0.04
738.00
9.60
8.44
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.22 | 2.74 | 5.00 | 26-09-10 11:41 | 6 | 2 | Покрај со постигнатиот гол, Полјакот се се најде во инцидентна ситуација.
0.16 | 2.07 | 5.00 | 26-09-10 11:41 | 8 | 4 | Прво, поранешниот голгетер на Борусија, Баерн и Барселона се судри со Јамајканецот Јан Фреј.
0.16 | 2.07 | 5.00 | 26-09-10 11:41 | 9 | 6 | Имаше турканица, а потоа Родриго де Пол се вмеша во борбата и се обиде дополнително да го испровоцира Полјакот: „Кој си ти, глупаку?!
0.00 | 0.00 | 5.00 | 26-09-10 11:41 | 7 | 3 | Од другата страна, беше репрезентативецот на Аргентина, Родриго Де Пол.
0.00 | 0.00 | 5.00 | 26-09-10 11:41 | 11 | 8 | I WON TWO COPA AMÉRICAS AND ONE WORLD CUP, YOU?”. pic.twitter.com/cZejfDVv5X — MessiXtra (... MessiXtra (@MessiXtraHQ) September 10, 2026.
0.00 | 0.00 | 1.00 | 26-09-10 08:50 | 5 | 10 | Првиот погоди во свој стил, егзекуторски.
0.00 | 0.00 | 4.00 | 26-09-10 11:16 | 12 | 17 | Messi to Casemiro!
0.00 | 0.00 | 4.00 | 26-09-10 11:16 | 13 | 18 | 👀 Three-straight games with an @InterMiamiCF goal for Casemiro.
0.00 | 0.00 | 4.00 | 26-09-10 11:16 | 11 | 20 | 🥊 pic.twitter.com/XmEttvXxGo September 10, 2026.
0.00 | 0.00 | 4.00 | 26-09-10 11:16 | 14 | 21 | 🇧🇷 pic.twitter.com/cps9Ore3x1.
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
2.57/0.00
0.00
13.75
9.00
2.18
0.24
1494.00
3.78
5.28
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.54 | 7.55 | 2.00 | 26-09-10 08:50 | 4 | 9 | Чикаго Фајр - Интер Мајами ремизираа 1:1 во дуелот на легендарните напаѓачи и ветерани, Роберт Левандовски и Лионел Меси.
0.36 | 5.23 | 2.00 | 26-09-10 11:41 | 5 | 5 | Имаше турканица, а потоа Родриго … Без победник заврши натпреварот во МЛС лигата помеѓу Чи...лот за Чикаго го постигна Роберт Левандовски.
0.28 | 4.43 | 4.00 | 26-09-10 11:16 | 1 | 12 | Чикаго и Интер Мајами го одиграа првиот меѓусебен дуел откако Роберт Левандовски се пресел... им создаде проблеми на Лео Меси и компанија.
0.20 | 3.17 | 4.00 | 26-09-10 11:16 | 2 | 13 | Лошата поставеност во одбраната беше искористена од Левандовски за атрактивен гол уште во ...ед рекордната публика на стадионот на Чикаго.
0.35 | 2.41 | 1.00 | 26-09-10 09:25 | 2 | 0 | Ретко, скоро никогаш во богатата трофејна кариера полската легенда Роберт Левандовски не б...влезе во конфликт со противничките фудбалери.
0.15 | 2.41 | 4.00 | 26-09-10 11:16 | 5 | 16 | 🥊 pic.twitter.com/XmEttvXxGo — Major League Soccer (@MLS) На тоа гостите и актуелни МЛС ша...цот постигна уште еден гол за својот нов тим.
0.11 | 1.64 | 2.00 | 26-09-10 11:41 | 1 | 1 | Без победник заврши натпреварот во МЛС лигата помеѓу Чикаго и Интер Мајами (1:1). Голот за Чикаго го постигна Роберт Левандовски.
0.10 | 1.48 | 4.00 | 26-09-10 11:16 | 8 | 19 | 🇧🇷 pic.twitter.com/cps9Ore3x1 — Major League Soccer (@MLS) По оваа средба, тимот од Флорид...дови повеќе, но и натпревар повеќе од Чикаго.
0.08 | 0.83 | 2.00 | 26-09-10 08:50 | 6 | 11 | Но Меси од корнер го пронајде Каземиро.
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
0.73/0.00
0.00
3.88
3.00
0.51
0.17
189.00
9.67
0.22