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
2.68
0.19/0.00
2.00
0.36
0.18
135.00
1.00
0.00
All clustering variants
Old ranking - len = 2
4 ■ 0.99/0.01 ■ 2 ■ 0.0
Best clustering variants
4 0.99/0.01 2 0.0
Parameters [31, 0.99, 0.01, 2] average weight 0.0 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 31 clusters
Cluster# (31)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.00
6.03
0.03/0.00
2.00
1.03
0.52
56.00
3.00
1.00
29
0.00
0.00
0.00/0.00
1.00
0.00
0.00
154.00
3.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
166.00
4.00
0.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
72.00
3.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
42.00
5.00
0.00
25
0.00
0.00
0.00/0.00
1.00
0.00
0.00
49.00
6.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
15.00
7.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
16.00
8.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
16.00
9.00
0.00
26
0.00
0.00
0.00/0.00
1.00
0.00
0.00
30.00
10.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
9.00
11.00
0.00
27
0.00
0.00
0.00/0.00
1.00
0.00
0.00
59.00
12.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
144.00
13.00
0.00
30
0.00
0.00
0.00/0.00
1.00
0.00
0.00
79.00
14.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
105.00
15.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
49.00
16.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
9.00
17.00
0.00
28
0.00
0.00
0.00/0.00
1.00
0.00
0.00
65.00
18.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
55.00
19.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
49.00
20.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
50.00
21.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
115.00
22.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
54.00
23.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
92.00
24.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
34.00
25.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
22.00
26.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
50.00
27.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
57.00
28.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
23.00
29.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
57.00
30.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
24.00
31.00
0.00
Sentence-cluster ID (count= 31)
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
6.03
2.00
1.03
0.52
56.00
3.00
1.00
Sentence-cluster ID (count= 31)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
29
0.00/0.00
0.00
0.00
1.00
0.00
0.00
154.00
3.00
0.00
Sentence-cluster ID (count= 31)
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
166.00
4.00
0.00
Sentence-cluster ID (count= 31)
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
72.00
3.00
0.00
Sentence-cluster ID (count= 31)
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
42.00
5.00
0.00
Sentence-cluster ID (count= 31)
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
49.00
6.00
0.00
Sentence-cluster ID (count= 31)
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
15.00
7.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-09 12:44 | 7 | 7 | Прво партијата.
Sentence-cluster ID (count= 31)
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
16.00
8.00
0.00
Sentence-cluster ID (count= 31)
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
16.00
9.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-09 12:44 | 9 | 9 | Сега нова фирма.
Sentence-cluster ID (count= 31)
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
30.00
10.00
0.00
Sentence-cluster ID (count= 31)
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
9.00
11.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-09 12:44 | 11 | 11 | И полоша.
Sentence-cluster ID (count= 31)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
27
0.00/0.00
0.00
0.00
1.00
0.00
0.00
59.00
12.00
0.00
Sentence-cluster ID (count= 31)
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
144.00
13.00
0.00
Sentence-cluster ID (count= 31)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
30
0.00/0.00
0.00
0.00
1.00
0.00
0.00
79.00
14.00
0.00
Sentence-cluster ID (count= 31)
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
105.00
15.00
0.00
Sentence-cluster ID (count= 31)
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
49.00
16.00
0.00
Sentence-cluster ID (count= 31)
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
9.00
17.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-09 12:44 | 17 | 17 | Извршува.
Sentence-cluster ID (count= 31)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
28
0.00/0.00
0.00
0.00
1.00
0.00
0.00
65.00
18.00
0.00
Sentence-cluster ID (count= 31)
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
55.00
19.00
0.00
Sentence-cluster ID (count= 31)
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
49.00
20.00
0.00
Sentence-cluster ID (count= 31)
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
50.00
21.00
0.00
Sentence-cluster ID (count= 31)
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
115.00
22.00
0.00
Sentence-cluster ID (count= 31)
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
54.00
23.00
0.00
Sentence-cluster ID (count= 31)
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
92.00
24.00
0.00
Sentence-cluster ID (count= 31)
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
34.00
25.00
0.00
Sentence-cluster ID (count= 31)
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
22.00
26.00
0.00
Sentence-cluster ID (count= 31)
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
50.00
27.00
0.00
Sentence-cluster ID (count= 31)
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
57.00
28.00
0.00
Sentence-cluster ID (count= 31)
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
23.00
29.00
0.00
Sentence-cluster ID (count= 31)
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
57.00
30.00
0.00
Sentence-cluster ID (count= 31)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.00
0.00
0.00
1.00
0.00
0.00
24.00
31.00
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
2.44
12.26/0.00
25.00
0.94
0.04
1363.00
17.12
79.55
3
0.00
4.26
0.54/0.00
3.00
0.56
0.19
187.00
14.00
62.00
2
0.00
0.58
0.48/0.00
2.00
0.07
0.04
203.00
9.50
42.25
0
0.00
1.52
0.30/0.00
2.00
0.25
0.12
64.00
6.50
0.25
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
12.26/0.00
0.00
2.44
25.00
0.94
0.04
1363.00
17.12
79.55
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.25 | 2.13 | 24.00 | 26-10-09 12:44 | 26 | 26 | Друг јазик не познава.
0.25 | 2.13 | 24.00 | 26-10-09 12:44 | 29 | 29 | Сателит не е опозиција.
0.18 | 2.03 | 24.00 | 26-10-09 12:44 | 28 | 28 | Овој Спутник, оваа нова Лајка на Вучиќ, нема да се врати.
0.12 | 1.56 | 24.00 | 26-10-09 12:44 | 15 | 15 | Лигата таму излезе од проруски ориентирани фашисти, претходно Трета Србија, име што алудира на Трет рајх.
0.12 | 1.56 | 24.00 | 26-10-09 12:44 | 24 | 24 | Арамијата, стар руски прокси, не знае да склопи партија што барем на старт гледа кон Европа.
0.13 | 1.39 | 24.00 | 26-10-09 12:44 | 19 | 19 | Иста кампања како во Србија, каде студентите се Усташи.
0.13 | 1.39 | 24.00 | 26-10-09 12:44 | 23 | 23 | Уште една проруска, антизападна партија во Македонија.
0.08 | 0.96 | 24.00 | 26-10-09 12:44 | 12 | 12 | Неспособен оперативец, со години на услуга на српската БИА.
0.07 | 0.91 | 1.00 | 26-10-09 07:49 | 4 | 1 | Новиот политички субјект на 9 октомври 2026 година ќе го одржи својот прв изборен Конгрес,..., во Малата сала на Филхармонијата во Скопје.
0.07 | 0.91 | 24.00 | 26-10-09 12:44 | 13 | 13 | Кога на јавноста ѝ е јасно дека министерот работи српско-руско-кинеска агенда, треба нова ...а ги собере гласовите што Стоилковиќ ги губи.
0.07 | 0.85 | 24.00 | 26-10-09 12:44 | 14 | 14 | Иста матрица како Српската лига во Србија: еден човек, членовите не се гледаат.
0.04 | 0.49 | 24.00 | 26-10-09 12:44 | 22 | 22 | Уште еден српско-руски Спутник, покрај Левица, анти-НАТО и анти-ЕУ, и покрај Платформата, ЗНАМ 2.0, за 1,6 милиони.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 2 | 3 | Градоначалник на Ц.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 4 | 4 | Градоначалник на Центар, 2017 година.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 5 | 5 | Намерно се прескокнува ЗНАМ, прва верзија.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 8 | 8 | Потоа гласачите.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 9 | 9 | Сега нова фирма.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 10 | 10 | Помлада верзија на Стоилковиќ.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 11 | 11 | И полоша.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 17 | 17 | Извршува.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 20 | 20 | Иста како талогот на арамијата, по терк на Ванчо.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 25 | 25 | Далечинскиот му е правен во Кремљ.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 27 | 27 | Полетувањето е неуспешно пред да заврши конгресот.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 30 | 30 | Тоа е алиби за банда што останала без рејтинг и без пари.
0.00 | 0.00 | 24.00 | 26-10-09 12:44 | 31 | 31 | Скопје, 09.10.2026 СДСМ.
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
0.54/0.00
0.00
4.26
3.00
0.56
0.19
187.00
14.00
62.00
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.48/0.00
0.00
0.58
2.00
0.07
0.04
203.00
9.50
42.25
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.30/0.00
0.00
1.52
2.00
0.25
0.12
64.00
6.50
0.25