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
0.51
0.49/0.00
2.00
0.06
0.03
176.00
1.00
0.00
All clustering variants
Old ranking - len = 2
3 ■ 0.99/0.01 ■ 2 ■ 0.4
Best clustering variants
3 0.99/0.01 2 0.4
Parameters [18, 0.99, 0.01, 2] average weight 0.4 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 18 clusters
Cluster# (18)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
1.82
8.68
0.00/0.12
2.00
1.33
0.67
82.00
7.00
9.00
2
0.00
7.59
0.57/0.00
3.00
0.77
0.26
632.00
4.00
0.67
0
0.00
4.99
0.27/0.00
2.00
0.56
0.28
320.00
2.50
0.25
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
221.00
1.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
89.00
2.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
56.00
6.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
97.00
7.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
110.00
8.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
80.00
9.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
13.00
11.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
33.00
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
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
269.00
1.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
61.00
5.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
182.00
6.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
118.00
7.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
102.00
8.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
114.00
9.00
0.00
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.12
1.82
8.68
2.00
1.33
0.67
82.00
7.00
9.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.67 | 6.66 | 1.00 | 26-11-11 18:45 | 10 | 9 | Фото: BuildMk / Wikimedia Commons.
0.67 | 6.66 | 1.00 | 26-11-12 15:02 | 4 | 16 | Фото: BuildMk / Wikimedia Commons, CC BY-SA 3.0.
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.57/0.00
0.00
7.59
3.00
0.77
0.26
632.00
4.00
0.67
Sentence-cluster ID (count= 18)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.27/0.00
0.00
4.99
2.00
0.56
0.28
320.00
2.50
0.25
Sentence-cluster ID (count= 18)
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
221.00
1.00
0.00
Sentence-cluster ID (count= 18)
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
89.00
2.00
0.00
Sentence-cluster ID (count= 18)
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
56.00
6.00
0.00
Sentence-cluster ID (count= 18)
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
97.00
7.00
0.00
Sentence-cluster ID (count= 18)
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
110.00
8.00
0.00
Sentence-cluster ID (count= 18)
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
80.00
9.00
0.00
Sentence-cluster ID (count= 18)
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
13.00
11.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-11 18:45 | 11 | 10 | CC BY-SA 3.0.
Sentence-cluster ID (count= 18)
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
33.00
12.00
0.00
Sentence-cluster ID (count= 18)
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= 18)
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
269.00
1.00
0.00
Sentence-cluster ID (count= 18)
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
61.00
5.00
0.00
Sentence-cluster ID (count= 18)
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
182.00
6.00
0.00
Sentence-cluster ID (count= 18)
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
118.00
7.00
0.00
Sentence-cluster ID (count= 18)
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
102.00
8.00
0.00
Sentence-cluster ID (count= 18)
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
114.00
9.00
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
0
0.00
7.56
7.17/0.00
17.00
1.87
0.11
2061.00
6.00
14.12
2
0.00
6.08
0.40/0.00
3.00
0.70
0.23
317.00
7.33
0.22
1
0.00
6.36
0.07/0.00
2.00
0.76
0.38
238.00
6.00
9.00
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
7.17/0.00
0.00
7.56
17.00
1.87
0.11
2061.00
6.00
14.12
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.43 | 6.91 | 11.00 | 26-11-11 18:45 | 1 | 0 | Со презентации на млади научници во Аулата на Ректоратот започна „Месецот на науката на УК...вод Светскиот ден на науката за мир и развој.
0.24 | 4.54 | 11.00 | 26-11-11 18:45 | 5 | 4 | Форматот овозможува истражувачите од различни области да ги запознаат своите проекти, да р...едност, како и поддршката за младите таленти.
0.27 | 4.54 | 6.00 | 26-11-12 15:02 | 1 | 13 | Истражувачите на Универзитетот „Св. Кирил и Методиј“ во Скопје можат да конкурираат за фин...а документот е датиран 3 ноември 2026 година.
0.29 | 4.28 | 11.00 | 26-11-11 18:45 | 3 | 2 | Иницијативата на Универзитетот „Св. Кирил и Методиј“ во Скопје ги поврзува младите истражу...новациите со пошироката општествена заедница.
0.15 | 2.32 | 6.00 | 26-11-12 15:02 | 2 | 14 | Кандидатите треба најдоцна до 18 декември 2026 да достават пријава во печатена и електронс...одговорното лице за наука во својата единица.
0.16 | 1.85 | 11.00 | 26-11-11 18:45 | 2 | 1 | За настанот денеска информираше и Факултетот за електротехника и информациски технологии.
0.16 | 1.85 | 6.00 | 26-11-12 15:02 | 5 | 17 | Предвидена е поддршка за по 20 труда од шест научни подрачја.
0.13 | 1.73 | 11.00 | 26-11-11 18:45 | 8 | 7 | Почетниот настан ја поставува размената меѓу научните области како една од целите на ноемвриската иницијатива.
0.13 | 1.73 | 6.00 | 26-11-12 15:02 | 9 | 21 | Висината на поддршката ќе зависи од расположливите средства; конкурсот не објавува однапред утврден износ по труд.
0.11 | 1.60 | 6.00 | 26-11-12 15:02 | 6 | 18 | Трудовите треба да бидат индексирани во Web of Science , а во хуманистичките науки може да...словите и приоритетите наведени во конкурсот.
0.09 | 1.42 | 11.00 | 26-11-11 18:45 | 4 | 3 | Млади научници, номинирани од единиците на УКИМ, на отворена постер-сесија ги претставија ... академската заедница, пренесе „Скопје инфо“.
0.00 | 0.00 | 11.00 | 26-11-11 18:45 | 6 | 5 | Во текот на месецот се најавени дополнителни активности.
0.00 | 0.00 | 11.00 | 26-11-11 18:45 | 10 | 9 | Фото: BuildMk / Wikimedia Commons.
0.00 | 0.00 | 11.00 | 26-11-11 18:45 | 11 | 10 | CC BY-SA 3.0.
0.00 | 0.00 | 11.00 | 26-11-11 18:45 | 12 | 11 | Постер-сесија за размена на идеи.
0.00 | 0.00 | 11.00 | 26-11-11 18:45 | 13 | 12 | Активностите продолжуваат во ноември.
0.00 | 0.00 | 6.00 | 26-11-12 15:02 | 4 | 16 | Фото: BuildMk / Wikimedia Commons, CC BY-SA 3.0.
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
0.40/0.00
0.00
6.08
3.00
0.70
0.23
317.00
7.33
0.22
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
0.07/0.00
0.00
6.36
2.00
0.76
0.38
238.00
6.00
9.00