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
2.07
0.29/0.00
2.00
0.26
0.13
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 [21, 0.99, 0.01, 2] average weight 0.0 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 21 clusters
Cluster# (21)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00
7.42
0.14/0.00
2.00
0.83
0.41
332.00
2.00
1.00
0
0.00
8.55
0.03/0.00
2.00
1.05
0.52
213.00
1.50
0.25
2
0.00
6.28
0.20/0.00
2.00
0.70
0.35
327.00
7.00
25.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
98.00
4.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
115.00
5.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
128.00
6.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
167.00
7.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
225.00
8.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
101.00
9.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
162.00
19.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
101.00
11.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
140.00
13.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
105.00
14.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
413.00
15.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
142.00
16.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
38.00
17.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
159.00
18.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
109.00
3.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
131.00
4.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
154.00
5.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
172.00
6.00
0.00
Sentence-cluster ID (count= 21)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.14/0.00
0.00
7.42
2.00
0.83
0.41
332.00
2.00
1.00
Sentence-cluster ID (count= 21)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.03/0.00
0.00
8.55
2.00
1.05
0.52
213.00
1.50
0.25
Sentence-cluster ID (count= 21)
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
6.28
2.00
0.70
0.35
327.00
7.00
25.00
Sentence-cluster ID (count= 21)
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
98.00
4.00
0.00
Sentence-cluster ID (count= 21)
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
115.00
5.00
0.00
Sentence-cluster ID (count= 21)
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
128.00
6.00
0.00
Sentence-cluster ID (count= 21)
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
167.00
7.00
0.00
Sentence-cluster ID (count= 21)
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
225.00
8.00
0.00
Sentence-cluster ID (count= 21)
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
101.00
9.00
0.00
Sentence-cluster ID (count= 21)
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
162.00
19.00
0.00
Sentence-cluster ID (count= 21)
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
101.00
11.00
0.00
Sentence-cluster ID (count= 21)
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
140.00
13.00
0.00
Sentence-cluster ID (count= 21)
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
105.00
14.00
0.00
Sentence-cluster ID (count= 21)
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
413.00
15.00
0.00
Sentence-cluster ID (count= 21)
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
142.00
16.00
0.00
Sentence-cluster ID (count= 21)
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
38.00
17.00
0.00
Sentence-cluster ID (count= 21)
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
159.00
18.00
0.00
Sentence-cluster ID (count= 21)
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
109.00
3.00
0.00
Sentence-cluster ID (count= 21)
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
131.00
4.00
0.00
Sentence-cluster ID (count= 21)
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
154.00
5.00
0.00
Sentence-cluster ID (count= 21)
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
172.00
6.00
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
11.15
6.09/0.00
16.00
2.57
0.16
2257.00
8.81
35.03
0
0.00
13.43
0.21/0.00
4.00
1.44
0.36
810.00
7.50
37.25
2
0.00
5.84
0.95/0.00
4.00
0.70
0.18
465.00
7.50
14.75
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
6.09/0.00
0.00
11.15
16.00
2.57
0.16
2257.00
8.81
35.03
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.49 | 6.54 | 12.00 | 26-10-07 21:43 | 4 | 3 | Се појави на модната ревија на брендот „Луј Витон“, кој ја претстави колекцијата пролет/лето 2027.
0.41 | 4.81 | 12.00 | 26-10-07 21:43 | 1 | 0 | Младата актерка Зендаја присуствуваше на модна ревија во Париз, а овој пат вниманието на ј... стајлинг, туку со своите непристојни манири.
0.31 | 4.81 | 12.00 | 26-10-07 21:43 | 8 | 7 | Познато е дека сопругата на францускиот претседател Емануел Макрон е долгогодишна обожават...тот и еден од највлијателните луѓе во светот.
0.27 | 3.97 | 4.00 | 26-10-07 16:37 | 2 | 19 | На снимката што се прошири на социјалните мрежи се гледа моментот на нивната средба, кога ...акрон ѝ приоѓа на Зендеја и се ракува со неа.
0.26 | 3.40 | 12.00 | 26-10-07 21:43 | 11 | 10 | Вистинскиот метеж настанал во текот на самата ревија на „Луј Витон“, а видеото се прошири на мрежите.
0.26 | 3.40 | 12.00 | 26-10-07 21:43 | 14 | 13 | Овој момент предизвика гнев кај јавноста на социјалните мрежи, а коментарите не престануваат да се нижат.
0.22 | 2.71 | 12.00 | 26-10-07 21:43 | 3 | 2 | Зендаја пред два дена присуствуваше на Модната недела во Париз.
0.16 | 2.44 | 4.00 | 26-10-07 16:37 | 6 | 23 | Снимката во меѓувреме привлече големо внимание во јавноста, а расправата за тоа што претст...вни личности продолжува на социјалните мрежи.
0.15 | 2.01 | 12.00 | 26-10-07 21:43 | 16 | 15 | Многумина се согласиле и тврделе дека не е важно кој е: „Стануваш кога поздравуваш некого,...основната култура.“ „Дефинитивно непристојно!
0.09 | 1.25 | 4.00 | 26-10-07 16:37 | 4 | 21 | Некои нејзиниот потег го оценија како непристоен и наведоа дека, според правилата на бонтонот, требало да стане при поздравувањето.
0.08 | 1.21 | 12.00 | 26-10-07 21:43 | 18 | 17 | Очигледно не го научила тоа“, напишал еден корисник, додека друг коментирал: „Првпат гледа...навистина повеќе ги нема тие основни манири“.
0.08 | 1.21 | 4.00 | 26-10-07 16:37 | 5 | 22 | „Зошто не стана?“, „Ова е навистина непристојно“ и „Основниот бонтон налага да станеш кога...“, се само дел од коментарите на корисниците.
0.07 | 1.05 | 12.00 | 26-10-07 21:43 | 7 | 6 | Може да се каже дека белото чипкано болеро бил впечатливиот момент од нејзиното модно изда...н стајлинг ѝ ја дал нотата на модерен гламур.
0.05 | 0.64 | 12.00 | 26-10-07 21:43 | 6 | 5 | Актерката избрала фармерки со ниска половина, кои ги искомбинирала со бела маичка и драматична кратка наметка со големи карнери.
0.00 | 0.00 | 12.00 | 26-10-07 21:43 | 19 | 9 | Zendaya girl…. you gotta get up when the First Lady of France is trying to say hello to yo... Louis Pisano (@LouisPisano) October 6, 2026.
0.00 | 0.00 | 12.00 | 26-10-07 21:43 | 17 | 16 | Никогаш не ракувајте се додека седите!
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
0.21/0.00
0.00
13.43
4.00
1.44
0.36
810.00
7.50
37.25
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
0.95/0.00
0.00
5.84
4.00
0.70
0.18
465.00
7.50
14.75