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
8.76
11.25
0.53/0.29
4.00
1.41
0.35
379.00
1.00
0.00
All clustering variants
Old ranking - len = 4
4 ■ 0.99/0.01 ■ 2 ■ 0.4
Best clustering variants
4 0.99/0.01 2 0.4
Parameters [30, 0.99, 0.01, 2] average weight 0.4 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 30 clusters
Cluster# (30)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
1.78
18.32
0.00/0.37
2.00
1.84
0.92
593.00
19.50
240.25
5
0.20
5.48
0.00/0.03
2.00
1.15
0.58
30.00
18.50
0.25
0
0.00
3.60
1.35/0.00
4.00
0.42
0.10
558.00
3.75
5.69
2
0.00
3.41
0.22/0.00
2.00
0.67
0.33
37.00
14.50
0.25
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
6.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
30.00
8.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
96.00
9.00
0.00
25
0.00
0.00
0.00/0.00
1.00
0.00
0.00
51.00
10.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
11.00
0.00
26
0.00
0.00
0.00/0.00
1.00
0.00
0.00
32.00
12.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
37.00
13.00
0.00
27
0.00
0.00
0.00/0.00
1.00
0.00
0.00
81.00
16.00
0.00
28
0.00
0.00
0.00/0.00
1.00
0.00
0.00
19.00
17.00
0.00
29
0.00
0.00
0.00/0.00
1.00
0.00
0.00
47.00
20.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
79.00
21.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
63.00
22.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
41.00
23.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
34.00
24.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
47.00
25.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
36.00
26.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
9.00
27.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
130.00
28.00
0.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
32.00
29.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
46.00
30.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
144.00
31.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
53.00
32.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
56.00
33.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
29.00
34.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
201.00
2.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
201.00
2.00
0.00
Sentence-cluster ID (count= 30)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.37
1.78
18.32
2.00
1.84
0.92
593.00
19.50
240.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.92 | 13.87 | 1.00 | 26-09-28 10:38 | 4 | 4 | Во... Текстот (ВИДЕО) Кузеска: 5 нови рудници, антимон, дата центри – во тек е голема пљач...претвора во депонија за туѓи бизнис интереси.
0.92 | 13.87 | 1.00 | 26-09-28 10:38 | 35 | 33 | Текстот (ВИДЕО) Кузеска: 5 нови рудници, антимон, дата центри – во тек е голема пљачка на ...ма пљачка на Македонија! е превземен од А1он.
Sentence-cluster ID (count= 30)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.03
0.20
5.48
2.00
1.15
0.58
30.00
18.50
0.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.58 | 4.12 | 1.00 | 26-09-28 10:38 | 18 | 16 | Не кажа каде.
0.58 | 4.12 | 1.00 | 26-09-28 10:38 | 19 | 17 | Не кажа кој копа.
Sentence-cluster ID (count= 30)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
1.35/0.00
0.00
3.60
4.00
0.42
0.10
558.00
3.75
5.69
Sentence-cluster ID (count= 30)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.22/0.00
0.00
3.41
2.00
0.67
0.33
37.00
14.50
0.25
Sentence-cluster ID (count= 30)
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
73.00
6.00
0.00
Sentence-cluster ID (count= 30)
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
30.00
8.00
0.00
Sentence-cluster ID (count= 30)
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
96.00
9.00
0.00
Sentence-cluster ID (count= 30)
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
51.00
10.00
0.00
Sentence-cluster ID (count= 30)
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
73.00
11.00
0.00
Sentence-cluster ID (count= 30)
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
32.00
12.00
0.00
Sentence-cluster ID (count= 30)
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
37.00
13.00
0.00
Sentence-cluster ID (count= 30)
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
81.00
16.00
0.00
Sentence-cluster ID (count= 30)
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
19.00
17.00
0.00
Sentence-cluster ID (count= 30)
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
47.00
20.00
0.00
Sentence-cluster ID (count= 30)
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
79.00
21.00
0.00
Sentence-cluster ID (count= 30)
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
63.00
22.00
0.00
Sentence-cluster ID (count= 30)
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
41.00
23.00
0.00
Sentence-cluster ID (count= 30)
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
34.00
24.00
0.00
Sentence-cluster ID (count= 30)
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
25.00
0.00
Sentence-cluster ID (count= 30)
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
36.00
26.00
0.00
Sentence-cluster ID (count= 30)
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
9.00
27.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-09-28 10:38 | 27 | 25 | ЕСМ тоне.
Sentence-cluster ID (count= 30)
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
130.00
28.00
0.00
Sentence-cluster ID (count= 30)
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
32.00
29.00
0.00
Sentence-cluster ID (count= 30)
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
46.00
30.00
0.00
Sentence-cluster ID (count= 30)
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
144.00
31.00
0.00
Sentence-cluster ID (count= 30)
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
53.00
32.00
0.00
Sentence-cluster ID (count= 30)
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
56.00
33.00
0.00
Sentence-cluster ID (count= 30)
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
29.00
34.00
0.00
Sentence-cluster ID (count= 30)
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
201.00
2.00
0.00
Sentence-cluster ID (count= 30)
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
201.00
2.00
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
0.47
14.61
11.63/0.41
30.00
5.64
0.19
2750.00
17.70
120.68
3
0.00
3.51
0.59/0.00
3.00
0.51
0.17
120.00
11.67
1.56
2
0.00
1.17
0.35/0.00
2.00
0.20
0.10
52.00
19.50
20.25
0
0.00
0.00
0.00/0.00
1.00
0.00
0.00
36.00
26.00
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
11.63/0.41
0.47
14.61
30.00
5.64
0.19
2750.00
17.70
120.68
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.92 | 13.87 | 28.00 | 26-09-28 10:38 | 4 | 4 | Во... Текстот (ВИДЕО) Кузеска: 5 нови рудници, антимон, дата центри – во тек е голема пљач...претвора во депонија за туѓи бизнис интереси.
0.92 | 13.87 | 28.00 | 26-09-28 10:38 | 35 | 33 | Текстот (ВИДЕО) Кузеска: 5 нови рудници, антимон, дата центри – во тек е голема пљачка на ...ма пљачка на Македонија! е превземен од А1он.
0.56 | 8.73 | 28.00 | 26-09-28 10:38 | 2 | 0 | Кузеска: Пет нови рудници, антимон, дата центри – во тек е голема пљачка на Македонија 28/...и ја претвора во депонија за туѓи бизнис инт.
0.58 | 4.12 | 28.00 | 26-09-28 10:38 | 18 | 16 | Не кажа каде.
0.26 | 4.12 | 1.00 | 26-09-29 08:12 | 2 | 35 | LANDOV.MK Во притворот 1800 лица за две години; Утковски вели дека транзитот е „како брза ...денес во Македонија благодарение на политики.
0.25 | 3.97 | 1.00 | 26-09-30 11:18 | 2 | 34 | Македонија (Видео) Кузеска за Мицкоски: Како што седна во фотелјата, така ги смени ставови...Како што седна во фотелјата така ги смени ст.
0.50 | 3.94 | 28.00 | 26-09-28 10:38 | 17 | 15 | Не кажа колку тони.
0.50 | 3.94 | 28.00 | 26-09-28 10:38 | 19 | 17 | Не кажа кој копа.
0.26 | 3.17 | 28.00 | 26-09-28 10:38 | 6 | 3 | За туѓи интереси и профити, на штета на најважното – здравјето на луѓето.
0.26 | 3.17 | 28.00 | 26-09-28 10:38 | 11 | 9 | Продавачи на оружје му ги плаќаат состаноците по хотели и ходници во САД.
0.21 | 2.89 | 28.00 | 26-09-28 10:38 | 31 | 29 | Посочува дека „Под радарот и далеку од очите на граѓаните арамијата Мицкоски ги става во р...та и земјата на штета на здравјето на луѓето.
0.22 | 2.66 | 28.00 | 26-09-28 10:38 | 16 | 14 | Мицкоски вели резервите биле поголеми од првиот и вториот производител во светот.
0.17 | 2.25 | 28.00 | 26-09-28 10:38 | 7 | 5 | Во тек е голема пљачка на Македонија!“ рече денеска на прес-конференција портпаролката на СДСМ, Богданка Кузеска.
0.17 | 2.25 | 28.00 | 26-09-28 10:38 | 9 | 7 | Иловица–Штука, Казандол, Плавица, Кадиица, Луке, планирани геолошки ископи и на планината Кожув.
0.15 | 2.19 | 28.00 | 26-09-28 10:38 | 5 | 2 | Додека надвор вели дека Македонија не е сериозна држава, додека ги навредува граѓаните дек...риозно ги распродава водата, земјата, рудата.
0.15 | 2.04 | 28.00 | 26-09-28 10:38 | 28 | 26 | Државата се задолжува а тие со Адамовиќ и Лазаревиќ, преку линковите со Руднап и Божиновска, тераат бизниси со струја и со броила.
0.12 | 1.33 | 28.00 | 26-09-28 10:38 | 20 | 18 | Не кажа што останува за селата до јаловиштето“.
0.12 | 1.33 | 28.00 | 26-09-28 10:38 | 25 | 23 | Затоа што Мицкоски државата ја гледа како плен.
0.11 | 1.15 | 28.00 | 26-09-28 10:38 | 32 | 30 | Ова е грабеж, пљачка и СДСМ силно ќе се спротивстави.
0.10 | 1.11 | 28.00 | 26-09-28 10:38 | 33 | 31 | Заедно со граѓаните ќе го блокираме планот за рудниците.
0.08 | 0.96 | 28.00 | 26-09-28 10:38 | 22 | 20 | За две и пол години Мицкоски нема ниту еден економски резултат.
0.07 | 0.94 | 28.00 | 26-09-28 10:38 | 1 | 1 | „Арамијата Мицкоски ја распродава Македонија и ја претвора во депонија за туѓи бизнис интереси.
0.00 | 0.00 | 28.00 | 26-09-28 10:38 | 8 | 6 | Според неа, „пет нови рудници.
0.00 | 0.00 | 28.00 | 26-09-28 10:38 | 14 | 12 | Провизијата за нив.
0.00 | 0.00 | 28.00 | 26-09-28 10:38 | 21 | 19 | „Истата шема како кај дата-центрите: пет-шест фирми под радар, веќе договорени.
0.00 | 0.00 | 28.00 | 26-09-28 10:38 | 23 | 21 | Кошничката е до плафон, 90 илјади денари.
0.00 | 0.00 | 28.00 | 26-09-28 10:38 | 27 | 25 | ЕСМ тоне.
0.00 | 0.00 | 28.00 | 26-09-28 10:38 | 29 | 27 | Тоа се приоритетите на Мицкоски.
0.00 | 0.00 | 28.00 | 26-09-28 10:38 | 30 | 28 | Бизнисот, провизиите, профитите“ вели Кузеска.
0.00 | 0.00 | 28.00 | 26-09-28 10:38 | 34 | 32 | Македонија не е на продажба“.
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
0.59/0.00
0.00
3.51
3.00
0.51
0.17
120.00
11.67
1.56
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
0.35/0.00
0.00
1.17
2.00
0.20
0.10
52.00
19.50
20.25
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
0.00/0.00
0.00
0.00
1.00
0.00
0.00
36.00
26.00
0.00