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
3.25
9.47
0.53/0.12
4.00
1.24
0.31
317.00
1.00
0.00
All clustering variants
Old ranking - len = 4
4 ■ 0.99/0.01 ■ 2 ■ 2.8
Best clustering variants
4 0.99/0.01 2 2.8
Parameters [27, 0.99, 0.01, 2] average weight 2.8 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 27 clusters
Cluster# (27)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
13.80
15.97
0.00/0.36
3.00
2.00
0.67
224.00
6.67
4.22
2
0.00
12.91
0.14/0.00
3.00
1.45
0.48
364.00
1.00
0.00
4
0.00
0.00
1.10/0.00
3.00
0.00
0.00
43.00
7.67
0.22
0
0.00
4.64
0.29/0.00
2.00
0.53
0.26
301.00
2.00
0.00
1
0.00
0.00
0.55/0.00
2.00
0.00
0.00
87.00
5.00
1.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
50.00
3.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
47.00
4.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
103.00
5.00
0.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
116.00
6.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
72.00
9.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
10.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
175.00
11.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
20.00
12.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
114.00
2.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
26.00
3.00
0.00
25
0.00
0.00
0.00/0.00
1.00
0.00
0.00
143.00
5.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
98.00
8.00
0.00
26
0.00
0.00
0.00/0.00
1.00
0.00
0.00
94.00
9.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
168.00
10.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
161.00
1.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
130.00
2.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
71.00
3.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
159.00
5.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
248.00
6.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
118.00
7.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
44.00
3.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
8.00
4.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.36
13.80
15.97
3.00
2.00
0.67
224.00
6.67
4.22
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.91 | 11.19 | 2.00 | 26-11-02 06:54 | 7 | 18 | https://t.co/VDDjhbFoQs — Inter Miami CF (@InterMiamiCF) November 2, 2026.
0.55 | 6.82 | 2.00 | 26-11-02 06:54 | 4 | 15 | https://t.co/Mw7pZj3beo — Inter Miami CF (@InterMiamiCF) November 2, 2026.
0.55 | 6.82 | 1.00 | 26-11-02 08:47 | 9 | 30 | 🪄 https://t.co/VDDjhbFoQs — Интер Мајами ФК (@InterMiamiCF) 2 ноември, 2026.
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.14/0.00
0.00
12.91
3.00
1.45
0.48
364.00
1.00
0.00
Sentence-cluster ID (count= 27)
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
43.00
7.67
0.22
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.29/0.00
0.00
4.64
2.00
0.53
0.26
301.00
2.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.55/0.00
0.00
0.00
2.00
0.00
0.00
87.00
5.00
1.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
19
0.00/0.00
0.00
0.00
1.00
0.00
0.00
50.00
3.00
0.00
Sentence-cluster ID (count= 27)
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
47.00
4.00
0.00
Sentence-cluster ID (count= 27)
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
103.00
5.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
23
0.00/0.00
0.00
0.00
1.00
0.00
0.00
116.00
6.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
21
0.00/0.00
0.00
0.00
1.00
0.00
0.00
72.00
9.00
0.00
Sentence-cluster ID (count= 27)
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
73.00
10.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
24
0.00/0.00
0.00
0.00
1.00
0.00
0.00
175.00
11.00
0.00
Sentence-cluster ID (count= 27)
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
20.00
12.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-02 08:57 | 12 | 11 | Foto/ Depositphotos.
Sentence-cluster ID (count= 27)
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
114.00
2.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
18
0.00/0.00
0.00
0.00
1.00
0.00
0.00
26.00
3.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-02 06:54 | 3 | 14 | BERTERAME BRINGS US LEVEL!
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
25
0.00/0.00
0.00
0.00
1.00
0.00
0.00
143.00
5.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
20
0.00/0.00
0.00
0.00
1.00
0.00
0.00
98.00
8.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
26
0.00/0.00
0.00
0.00
1.00
0.00
0.00
94.00
9.00
0.00
Sentence-cluster ID (count= 27)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
22
0.00/0.00
0.00
0.00
1.00
0.00
0.00
168.00
10.00
0.00
Sentence-cluster ID (count= 27)
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
161.00
1.00
0.00
Sentence-cluster ID (count= 27)
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
130.00
2.00
0.00
Sentence-cluster ID (count= 27)
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
71.00
3.00
0.00
Sentence-cluster ID (count= 27)
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
159.00
5.00
0.00
Sentence-cluster ID (count= 27)
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
248.00
6.00
0.00
Sentence-cluster ID (count= 27)
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
118.00
7.00
0.00
Sentence-cluster ID (count= 27)
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
44.00
3.00
0.00
Sentence-cluster ID (count= 27)
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
8.00
4.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-02 09:28 | 4 | 34 | Ги шина.
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
3
9.56
17.16
0.28/0.36
4.00
2.27
0.57
297.00
7.50
5.25
1
0.00
10.76
10.51/0.00
27.00
3.79
0.14
2680.00
5.19
10.00
2
0.00
2.27
0.10/0.00
2.00
0.45
0.22
36.00
7.00
1.00
0
0.00
2.35
0.27/0.00
2.00
0.28
0.14
244.00
2.00
0.00
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
0.28/0.36
9.56
17.16
4.00
2.27
0.57
297.00
7.50
5.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.91 | 11.19 | 2.00 | 26-11-02 06:54 | 7 | 18 | https://t.co/VDDjhbFoQs — Inter Miami CF (@InterMiamiCF) November 2, 2026.
0.55 | 6.82 | 2.00 | 26-11-02 06:54 | 4 | 15 | https://t.co/Mw7pZj3beo — Inter Miami CF (@InterMiamiCF) November 2, 2026.
0.55 | 6.82 | 1.00 | 26-11-02 08:47 | 9 | 30 | 🪄 https://t.co/VDDjhbFoQs — Интер Мајами ФК (@InterMiamiCF) 2 ноември, 2026.
0.27 | 3.31 | 1.00 | 26-11-02 08:57 | 10 | 9 | pic.twitter.com/dqIq5O5xxJ — Major League Soccer (@MLS) November 2, 2026.
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
10.51/0.00
0.00
10.76
27.00
3.79
0.14
2680.00
5.19
10.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.49 | 7.10 | 4.00 | 26-11-02 09:28 | 1 | 31 | Интер Мајами го совлада Њу Ингланд со 2-1 во МЛС лигата со гол и асистенција на Меси кој беше прогласен за играч на натпреварот.
0.38 | 4.95 | 6.00 | 26-11-02 06:54 | 8 | 19 | Со победата, пак, Интер Мајами се квалификуваше за Купот на шампионите на КОНКАКАФ во 2027 година.
0.32 | 4.63 | 6.00 | 26-11-02 06:54 | 1 | 12 | Тимот на Интер Мајами дојде до победа од 2-1 над Њу Ингланд Револушн во натпревар од регуларната сезона на МЛС лигата во САД и Канада.
0.28 | 4.51 | 10.00 | 26-11-02 08:57 | 2 | 1 | Аргентинскиот ветеран беше стрелец и асистент во победата на својот тим над Њу Ингланд, 2:...но Роналдо, кој се приближува до илјада гола.
0.28 | 4.51 | 7.00 | 26-11-02 08:47 | 6 | 27 | Оваа победа го искачи Интер Мајами на второто место во Источната конференција со 59 бода, ...олем трофеј кој сè уште му недостига на Меси.
0.26 | 3.55 | 7.00 | 26-11-02 08:47 | 7 | 28 | Сè ќе се решава во последната недела: Интер Мајами игра против Шарлот, додека Њу Ингланд ќе се сретне со Орландо Сити.
0.18 | 2.67 | 7.00 | 26-11-02 08:47 | 1 | 22 | Лионел Меси го предводеше пресвртот на Интер Мајами против Њу Ингланд Револуција, со резул...стенција и постигнувајќи го победничкиот гол.
0.24 | 2.64 | 4.00 | 26-11-02 09:28 | 3 | 33 | Погледнете го движењава на речиси 40 години.
0.19 | 2.44 | 6.00 | 26-11-02 06:54 | 9 | 20 | Ова беше претпоследен натпревар за Меси, Суарез и компанија пред крајот на регуларната сезона.
0.21 | 2.41 | 10.00 | 26-11-02 08:57 | 3 | 2 | Голот на Меси против Њу Ингланд беше чиста магија.
0.17 | 2.37 | 10.00 | 26-11-02 08:57 | 1 | 0 | Уште еден шампионски натпревар на Интер Мајами во МЛС лигата и новата феноменална игра на Лионел Меси.
0.16 | 2.19 | 10.00 | 26-11-02 08:57 | 5 | 4 | Помина покрај тројца одбранбени играчи на домашниот тим пред да ја лансира топката во подалечниот агол.
0.17 | 1.98 | 7.00 | 26-11-02 08:47 | 3 | 24 | Со овој погодок, Меси стигна до бројката од 26 гола оваа сезона во МЛС.
0.17 | 1.98 | 7.00 | 26-11-02 08:47 | 4 | 25 | „Уште еден магичен момент од Меси“, напиша клубот на Икс.
0.13 | 1.94 | 10.00 | 26-11-02 08:57 | 11 | 10 | Целата оваа сезона е апсолутно неверојатна кога станува збор за 40-годишниот Лионел Меси, ...јами, постигна 30 гола и имаше 16 асистенции.
0.13 | 1.79 | 10.00 | 26-11-02 08:57 | 6 | 5 | Пред тоа, Меси му асистираше на Херман Бертераме за израмнување, откако Њу Ингланд поведе со голот на Даниел Газдаг.
0.15 | 1.54 | 7.00 | 26-11-02 08:47 | 8 | 29 | УШТЕ ЕДЕН МАГИЧЕН МОМЕНТ НА МЕСИ!
0.11 | 1.18 | 10.00 | 26-11-02 08:57 | 4 | 3 | Начинот на кој само тој може да го направи тоа.
0.08 | 1.03 | 4.00 | 26-11-02 09:28 | 2 | 32 | Аргентинскиот волшебник има вкупно 937 голови и 428 асистенции во кариерата.
0.07 | 1.00 | 6.00 | 26-11-02 06:54 | 5 | 16 | Исто така, на едно коло до крајот, победниците се искачија на второто место во Источната к...ија, од кое го истиснаа својот сегашен ривал.
0.03 | 0.51 | 7.00 | 26-11-02 08:47 | 5 | 26 | Претходно, Мексиканецот Герман Бертараме израмни со глава во 69-та минута, поништувајќи ја... Даниел Газдаг за домаќините во 53-та минута.
0.03 | 0.47 | 6.00 | 26-11-02 06:54 | 10 | 21 | Нивниот последен судир е на 7 ноември (сабота) во 22:00 часот по наше време против Шарлот,...его со бод предност пред Њу Ингланд Револушн.
0.00 | 0.00 | 10.00 | 26-11-02 08:57 | 7 | 6 | OMG!
0.00 | 0.00 | 10.00 | 26-11-02 08:57 | 9 | 8 | Leo dribbles past 3 defenders and scores to give @InterMiamiCF the lead!
0.00 | 0.00 | 10.00 | 26-11-02 08:57 | 12 | 11 | Foto/ Depositphotos.
0.00 | 0.00 | 6.00 | 26-11-02 06:54 | 3 | 14 | BERTERAME BRINGS US LEVEL!
0.00 | 0.00 | 4.00 | 26-11-02 09:28 | 4 | 34 | Ги шина.
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
0.10/0.00
0.00
2.27
2.00
0.45
0.22
36.00
7.00
1.00
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
0.27/0.00
0.00
2.35
2.00
0.28
0.14
244.00
2.00
0.00