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
3.31
0.14/0.00
2.00
0.41
0.21
195.00
1.00
0.00
All clustering variants
Old ranking - len = 2
3 ■ 0.99/0.01 ■ 2 ■ 0.0
Best clustering variants
3 0.99/0.01 2 0.0
Parameters [20, 0.99, 0.01, 2] average weight 0.0 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 20 clusters
Cluster# (20)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.00
11.99
0.57/0.00
4.00
1.37
0.34
600.00
7.00
18.00
2
0.00
5.87
0.24/0.00
2.00
0.63
0.31
410.00
6.00
0.00
3
0.00
7.12
0.15/0.00
2.00
0.80
0.40
314.00
5.00
9.00
6
0.00
0.00
0.55/0.00
2.00
0.00
0.00
169.00
12.00
9.00
1
0.00
1.80
0.43/0.00
2.00
0.25
0.12
126.00
18.00
4.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
210.00
1.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
220.00
2.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
156.00
3.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
91.00
4.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
39.00
5.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
262.00
3.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
198.00
4.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
54.00
5.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
52.00
10.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
70.00
11.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
25.00
12.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
87.00
14.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
129.00
17.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
18.00
18.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
48.00
19.00
0.00
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.57/0.00
0.00
11.99
4.00
1.37
0.34
600.00
7.00
18.00
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.24/0.00
0.00
5.87
2.00
0.63
0.31
410.00
6.00
0.00
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.15/0.00
0.00
7.12
2.00
0.80
0.40
314.00
5.00
9.00
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.55/0.00
0.00
0.00
2.00
0.00
0.00
169.00
12.00
9.00
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.43/0.00
0.00
1.80
2.00
0.25
0.12
126.00
18.00
4.00
Sentence-cluster ID (count= 20)
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
210.00
1.00
0.00
Sentence-cluster ID (count= 20)
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
220.00
2.00
0.00
Sentence-cluster ID (count= 20)
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
156.00
3.00
0.00
Sentence-cluster ID (count= 20)
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
91.00
4.00
0.00
Sentence-cluster ID (count= 20)
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
39.00
5.00
0.00
Sentence-cluster ID (count= 20)
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
262.00
3.00
0.00
Sentence-cluster ID (count= 20)
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
198.00
4.00
0.00
Sentence-cluster ID (count= 20)
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
54.00
5.00
0.00
Sentence-cluster ID (count= 20)
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
52.00
10.00
0.00
Sentence-cluster ID (count= 20)
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
70.00
11.00
0.00
Sentence-cluster ID (count= 20)
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
25.00
12.00
0.00
Sentence-cluster ID (count= 20)
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
87.00
14.00
0.00
Sentence-cluster ID (count= 20)
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
129.00
17.00
0.00
Sentence-cluster ID (count= 20)
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
18.00
18.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-15 11:40 | 18 | 24 | November 14, 2026.
Sentence-cluster ID (count= 20)
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
48.00
19.00
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
8.19
9.50/0.00
22.00
2.37
0.11
2852.00
7.91
30.45
2
0.00
5.03
1.31/0.00
4.00
0.63
0.16
387.00
14.75
17.19
0
0.00
0.00
0.00/0.00
1.00
0.00
0.00
39.00
5.00
0.00
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
9.50/0.00
0.00
8.19
22.00
2.37
0.11
2852.00
7.91
30.45
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.40 | 5.37 | 16.00 | 26-11-15 11:40 | 7 | 13 | Тенисерката им се извини на сите што ги навредила и ѝ посака успех на Свитолина во продолжението на турнирот.
0.28 | 4.07 | 6.00 | 26-11-15 12:55 | 3 | 2 | По лавината критики, Белорусинката се огласи со обид да ја смири тензијата, уверувајќи дек...пшто не се однесувал на ривалката на теренот.
0.28 | 4.07 | 16.00 | 26-11-15 11:40 | 8 | 14 | Во своето објаснување јасно нагласи дека коментарот не бил упатен кон Елина . Поводот беше...оември, која се прошири на социјалните мрежи.
0.24 | 3.43 | 16.00 | 26-11-15 11:40 | 1 | 7 | Арина Сабаленка јавно се извини за емотивниот испад за време на поразот од Елина Свитолина на ВТА финалето во Индијан Велс.
0.23 | 2.79 | 16.00 | 26-11-15 11:40 | 15 | 21 | Украинката додаде дека и самата добивала непријатни коментари поврзани со војната.
0.17 | 2.74 | 6.00 | 26-11-15 12:55 | 2 | 1 | Снимките од нејзината реакција веднаш станаа вирални на социјалните мрежи, а од нејзините ...л директно насочен кон украинската тенисерка.
0.17 | 2.74 | 6.00 | 26-11-15 12:55 | 7 | 6 | Таа призна дека морала подобро да се справи со сопствената фрустрација и јавно им се извин...и ѝ многу успех во продолжението од турнирот.
0.20 | 2.62 | 6.00 | 26-11-15 12:55 | 4 | 3 | „Сакам да разјаснам нешто околу мојот неодамнешен натпревар што почна да кружи на интернет.
0.15 | 2.41 | 6.00 | 26-11-15 12:55 | 1 | 0 | Арина Сабаленка повторно се најде во центарот на голем скандал откако за време на поразот ...ервите и упати жестоки пцовки на руски јазик.
0.14 | 1.74 | 16.00 | 26-11-15 11:40 | 14 | 20 | Потсети дека двете имаат свои навивачи и дека емоциите на трибините понекогаш се силни.
0.14 | 1.73 | 16.00 | 26-11-15 11:40 | 16 | 22 | Нејзиниот одговор беше повик натпреварувањето да се одвива со почит кон двете тенисерки.
0.09 | 1.32 | 6.00 | 26-11-15 12:55 | 6 | 5 | Ме изнервира помала група гледачи кои агресивно ги прославуваа моите грешки и во тој момент реагирав емотивно“, објасни Сабаленка.
0.09 | 1.32 | 16.00 | 26-11-15 11:40 | 2 | 8 | Во објава на Инстаграм на 14 ноември објасни дека нејзините зборови не биле насочени кон противничката, туку кон дел од публиката.
0.02 | 0.30 | 16.00 | 26-11-15 11:40 | 3 | 9 | 🤬“Those f***ing Ukrainians, for f***’s sake!” Or was it “That f***ing Ukrainian b***h, for... WTA Finals match against 🇺🇦 Elina Svitolina.
0.31 | 0.30 | 16.00 | 26-11-15 11:40 | 6 | 12 | — Ukrainian Tennis • BTU (@ukrtennis_eng) Според објавата што ја пренесуваат Асошиејтед пр...ребало поинаку да се справи со фрустрацијата.
0.00 | 0.00 | 16.00 | 26-11-15 11:40 | 4 | 10 | What a remarkable display of respect and sportsmanship from the world No. 2. But sure, let... with their Russian and Belarusian opponents.
0.00 | 0.00 | 16.00 | 26-11-15 11:40 | 5 | 11 | Apparently, that's still the bigger problem in tennis.
0.00 | 0.00 | 16.00 | 26-11-15 11:40 | 10 | 16 | Сабаленка го оспори тоа толкување во својата објава.
0.00 | 0.00 | 16.00 | 26-11-15 11:40 | 11 | 17 | Елина Свитолина по полуфиналната победа во Индијан Велс на 14 ноември.
0.00 | 0.00 | 16.00 | 26-11-15 11:40 | 12 | 18 | Фото: Getty Images / WTA.
0.00 | 0.00 | 16.00 | 26-11-15 11:40 | 18 | 24 | November 14, 2026.
0.00 | 0.00 | 16.00 | 26-11-15 11:40 | 19 | 25 | Извинување и објаснување по снимката од теренот.
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
1.31/0.00
0.00
5.03
4.00
0.63
0.16
387.00
14.75
17.19
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
0.00/0.00
0.00
0.00
1.00
0.00
0.00
39.00
5.00
0.00