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
7.08
0.59/0.00
4.00
1.06
0.26
184.00
1.00
0.00
All clustering variants
Old ranking - len = 4
4 ■ 0.99/0.01 ■ 2 ■ 1.2
Best clustering variants
4 0.99/0.01 2 1.2
Parameters [25, 0.99, 0.01, 2] average weight 1.2 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 25 clusters
Cluster# (25)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
4.97
16.35
0.00/0.39
2.00
1.88
0.94
285.00
19.00
36.00
1
1.08
16.57
0.06/0.02
3.00
1.62
0.54
747.00
3.00
0.67
0
0.00
17.87
0.08/0.00
4.00
2.05
0.51
578.00
1.75
0.69
5
0.00
5.50
0.23/0.00
2.00
0.63
0.32
288.00
7.00
9.00
2
0.00
0.00
0.55/0.00
2.00
0.00
0.00
380.00
18.50
20.25
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
90.00
4.00
0.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
125.00
3.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
97.00
5.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
98.00
6.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
83.00
24.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
302.00
9.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
64.00
11.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
12.00
12.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
64.00
15.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
22.00
16.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
39.00
17.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
31.00
18.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
66.00
19.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
122.00
20.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
87.00
21.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
189.00
22.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
190.00
3.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
178.00
4.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
5.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
85.00
6.00
0.00
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00/0.39
4.97
16.35
2.00
1.88
0.94
285.00
19.00
36.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.94 | 12.71 | 1.00 | 26-09-16 13:42 | 13 | 16 | Cristiano Ronaldo throws an Al Ain player to the ground for Al-Nassr pic.twitter.com/lqyIr...on Predict (@FConPredict) September 15, 2026.
0.94 | 12.71 | 1.00 | 26-09-16 13:42 | 25 | 26 | Cristiano Ronaldo throws an Al Ain player to the ground for Al-Nassr pic.twitter.com/lqyIrb2EMW — Football on Predict (@FConPredict).
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.06/0.02
1.08
16.57
3.00
1.62
0.54
747.00
3.00
0.67
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.08/0.00
0.00
17.87
4.00
2.05
0.51
578.00
1.75
0.69
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.23/0.00
0.00
5.50
2.00
0.63
0.32
288.00
7.00
9.00
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.55/0.00
0.00
0.00
2.00
0.00
0.00
380.00
18.50
20.25
Sentence-cluster ID (count= 25)
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
90.00
4.00
0.00
Sentence-cluster ID (count= 25)
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
125.00
3.00
0.00
Sentence-cluster ID (count= 25)
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
97.00
5.00
0.00
Sentence-cluster ID (count= 25)
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
98.00
6.00
0.00
Sentence-cluster ID (count= 25)
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
83.00
24.00
0.00
Sentence-cluster ID (count= 25)
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
302.00
9.00
0.00
Sentence-cluster ID (count= 25)
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
64.00
11.00
0.00
Sentence-cluster ID (count= 25)
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
12.00
12.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-09-16 13:42 | 12 | 15 | RONALDO WHY?
Sentence-cluster ID (count= 25)
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
64.00
15.00
0.00
Sentence-cluster ID (count= 25)
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
22.00
16.00
0.00
Sentence-cluster ID (count= 25)
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
39.00
17.00
0.00
Sentence-cluster ID (count= 25)
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
31.00
18.00
0.00
Sentence-cluster ID (count= 25)
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
66.00
19.00
0.00
Sentence-cluster ID (count= 25)
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
122.00
20.00
0.00
Sentence-cluster ID (count= 25)
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
87.00
21.00
0.00
Sentence-cluster ID (count= 25)
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
189.00
22.00
0.00
Sentence-cluster ID (count= 25)
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
190.00
3.00
0.00
Sentence-cluster ID (count= 25)
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
178.00
4.00
0.00
Sentence-cluster ID (count= 25)
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
73.00
5.00
0.00
Sentence-cluster ID (count= 25)
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
85.00
6.00
0.00
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
1
0.00
10.21
11.44/0.00
27.00
3.43
0.13
3374.00
9.93
59.99
3
0.00
5.00
0.57/0.00
3.00
0.53
0.18
477.00
12.00
56.00
0
0.00
1.23
0.41/0.00
2.00
0.14
0.07
359.00
17.50
12.25
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
85.00
6.00
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
1
11.44/0.00
0.00
10.21
27.00
3.43
0.13
3374.00
9.93
59.99
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.57 | 6.36 | 19.00 | 26-09-16 13:42 | 2 | 5 | Повеќе од убедливиот пораз крена огромна прашина во светските медиуми, како поради самиот ...т прв натпревар од Азиската Лига на шампиони.
0.39 | 6.36 | 19.00 | 26-09-16 13:42 | 9 | 12 | Покрај нападите врз соиграчите и гласните протести кон судиите, тој падна во еден вид меди...ави неговата фотографија со циничен коментар.
0.36 | 5.54 | 19.00 | 26-09-16 13:42 | 1 | 4 | Тензиите меѓу Кристијано Роналдо и Ал-Наср достигна точка на вриење синоќа, кога Ал-Аин го...т прв натпревар од Азиската Лига на шампиони.
0.36 | 5.06 | 2.00 | 26-09-16 09:18 | 3 | 0 | Во 1. коло од азиската Лига на шампиони, Ал Аин од Обединети Арапски Емирати со 4-0 го развали Ал Наср на Кристијано Роналдо.
0.36 | 5.06 | 1.00 | 26-09-15 21:03 | 3 | 2 | Ал Аин е клуб од Обединетите Арапски Емирати предводен од српскиот тренер Владимир Ивиќ, тие денеска одиграа фантастичен меч.
0.33 | 5.01 | 19.00 | 26-09-16 13:42 | 3 | 6 | Повеќе од убедливиот пораз крена огромна прашина во светските медиуми, како поради самиот ... и реакции на Роналдо на и надвор од теренот.
0.27 | 4.14 | 19.00 | 26-09-16 13:42 | 4 | 7 | Ова е најубедливиот пораз на Кристијано Роналдо откако пристигна во Саудиска Арабија и нај... резултат како и играч на Манчестер Јунајтед.
0.24 | 3.65 | 5.00 | 26-09-16 19:32 | 3 | 29 | Сауд Ал-Сарами, саудиски новинар и поранешен портпарол на Ал-Наср, веднаш по овој пораз, о...клуб за време на јануарскиот трансфер-период.
0.23 | 3.43 | 5.00 | 26-09-16 19:32 | 4 | 30 | „Кристијано не е повеќе оној што беше за Ал-Наср и верувам дека ќе замине за време на зимс...на подкаст пренесуван на „Ал Арабија Спортс“.
0.24 | 3.11 | 19.00 | 26-09-16 13:42 | 5 | 8 | Она што е особено нагласено е неговата беспомошност на теренот и уште понесоодветното однесување.
0.24 | 3.11 | 19.00 | 26-09-16 13:42 | 6 | 9 | Разочаран од сопствената игра и играта на својот тим, тој целосно ја изгуби контролата на теренот.
0.20 | 2.91 | 5.00 | 26-09-16 19:32 | 1 | 27 | Ал-Наср претрпе изненадувачки пораз од 4-0 против Ал-Аин, во првата недела во групната фаза на Лигата на шампионите за Азија.
0.18 | 1.58 | 19.00 | 26-09-16 13:42 | 16 | 19 | Не е вина на играчите.
0.18 | 1.58 | 19.00 | 26-09-16 13:42 | 18 | 21 | Тоа е моја одговорност, во ред?
0.07 | 0.92 | 19.00 | 26-09-16 13:42 | 20 | 23 | Треба да бидете внимателни кога го кажувате тоа за некој што изградил кариера жртвувајќи се себеси за да продолжи да игра.
0.00 | 0.00 | 2.00 | 26-09-16 09:18 | 4 | 1 | Португалецот во еден момент изгуби ум па со лакт го изудира Аргентинецот Матијас Паласиос.
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 23 | 10 | En AL-Nassr hay MUCHO ENOJO por el PENAL que no le cobraron a Cristiano Ronaldo y van a reclamar los puntos.
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 24 | 11 | pic.twitter.com/OKged4qP5j — MEJORES PATADAS (@mejorespatadas1) September 15, 2026.
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 11 | 14 | Сепак, овој излив на гнев остана неказнет од страна на судијата.
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 12 | 15 | RONALDO WHY?
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 13 | 16 | Cristiano Ronaldo throws an Al Ain player to the ground for Al-Nassr pic.twitter.com/lqyIr...on Predict (@FConPredict) September 15, 2026.
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 15 | 18 | „Кристијано веќе постигна три гола, имаше ограничена подготовка.
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 17 | 20 | Тие даваат сè од себе и имаат карактер.
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 19 | 22 | Не треба да го кажувате тоа за некој што сè уште е пример за сите.
0.00 | 0.00 | 19.00 | 26-09-16 13:42 | 25 | 26 | Cristiano Ronaldo throws an Al Ain player to the ground for Al-Nassr pic.twitter.com/lqyIrb2EMW — Football on Predict (@FConPredict).
0.00 | 0.00 | 5.00 | 26-09-16 19:32 | 2 | 28 | Сауд Ал-Сарами,… Ал-Наср претрпе изненадувачки пораз од 4-0 против Ал-Аин, во првата недел...упната фаза на Лигата на шампионите за Азија.
0.00 | 0.00 | 5.00 | 26-09-16 19:32 | 5 | 31 | Досега нема никаква реакција од португалската ѕвезда или саудискиот клуб.
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
0.57/0.00
0.00
5.00
3.00
0.53
0.18
477.00
12.00
56.00
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
0.41/0.00
0.00
1.23
2.00
0.14
0.07
359.00
17.50
12.25
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
0.00/0.00
0.00
0.00
1.00
0.00
0.00
85.00
6.00
0.00