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
2.36
0.20/0.00
2.00
0.35
0.18
90.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 2.2
Best clustering variants
2 0.99/0.01 2 2.2
Parameters [3, 0.99, 0.01, 2] average weight 2.2 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 3 clusters
Cluster# (3)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
6.74
17.79
0.11/0.14
3.00
1.82
0.61
590.00
4.67
1.56
2
0.00
7.28
0.07/0.00
2.00
0.96
0.48
151.00
5.50
2.25
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
38.00
8.00
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
0
0.11/0.14
6.74
17.79
3.00
1.82
0.61
590.00
4.67
1.56
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.69 | 10.76 | 1.00 | 26-09-22 06:47 | 3 | 0 | Jaвното претпријатие „Водовод и канализација“ – Скопје извести дека денеска заради промена...д висока и ниска зона на споменатата улицата.
0.69 | 10.76 | 2.00 | 26-09-21 16:09 | 5 | 2 | Од ЈП Водовод и Канализација известуваат дека на ден 22.09.2026 година (вторник) поради пр...анда, дел од корисниците ќе останат без вода.
0.44 | 5.68 | 2.00 | 26-09-21 16:09 | 6 | 3 | Прекинато водоснабдување ќе имаат корисниците од висока и ниска зона на ул. „Јани Лукровски“.
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
0.07/0.00
0.00
7.28
2.00
0.96
0.48
151.00
5.50
2.25
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.00
0.00
0.00
1.00
0.00
0.00
38.00
8.00
0.00
OLD: TF-IDF K-Means (k=2) — 2 clusters
Cluster# (2)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
3.45
14.26
0.45/0.14
3.00
1.49
0.50
535.00
5.33
4.22
0
0.00
8.67
0.47/0.00
3.00
1.07
0.36
244.00
5.67
1.56
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.45/0.14
3.45
14.26
3.00
1.49
0.50
535.00
5.33
4.22
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.47/0.00
0.00
8.67
3.00
1.07
0.36
244.00
5.67
1.56