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
3.15
0.11/0.00
2.00
0.44
0.22
121.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 1.8
Best clustering variants
2 0.99/0.01 2 1.8
Parameters [7, 0.99, 0.01, 2] average weight 1.8 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 7 clusters
Cluster# (7)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
6.63
16.04
0.51/0.28
3.00
1.69
0.56
500.00
3.33
4.22
1
2.30
11.89
0.55/0.14
3.00
1.37
0.46
323.00
5.67
6.89
2
0.00
7.75
0.15/0.00
2.00
0.80
0.40
494.00
2.50
2.25
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
80.00
2.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
143.00
3.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
74.00
5.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
9.00
0.00
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.51/0.28
6.63
16.04
3.00
1.69
0.56
500.00
3.33
4.22
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.55/0.14
2.30
11.89
3.00
1.37
0.46
323.00
5.67
6.89
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.15/0.00
0.00
7.75
2.00
0.80
0.40
494.00
2.50
2.25
Sentence-cluster ID (count= 7)
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
80.00
2.00
0.00
Sentence-cluster ID (count= 7)
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
143.00
3.00
0.00
Sentence-cluster ID (count= 7)
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
74.00
5.00
0.00
Sentence-cluster ID (count= 7)
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
73.00
9.00
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
8.49
17.39
0.33/0.28
3.00
1.88
0.63
448.00
3.00
2.67
0
0.00
8.61
3.39/0.00
9.00
1.42
0.16
1239.00
4.67
7.56
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
0.33/0.28
8.49
17.39
3.00
1.88
0.63
448.00
3.00
2.67
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.83 | 12.21 | 1.00 | 26-08-12 17:45 | 1 | 3 | Воен авион Ф-16 се урна денеска за време на тренинг лет во северозападната турска покраина...соопшти Министерството за одбрана на Турција.
0.83 | 12.21 | 2.00 | 26-08-12 17:45 | 3 | 5 | По инцидентот на социјалните мрежи се појавија видеа на кои се гледа столб од црн чад Воен...соопшти Министерството за одбрана на Турција.
0.22 | 2.76 | 2.00 | 26-08-12 17:45 | 5 | 7 | Турската покраината Јалова се наоѓа на околу 360 км од бугарската граница.
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
3.39/0.00
0.00
8.61
9.00
1.42
0.16
1239.00
4.67
7.56
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.42 | 6.41 | 6.00 | 26-08-12 17:45 | 8 | 10 | pic.twitter.com/mOKmf4jzJh — Clash Report (@clashreport) August 12, 2026 Според последните... actuelno.com . The pilot survived the crash.
0.40 | 6.20 | 3.00 | 26-08-12 18:55 | 1 | 0 | Видео снимки покажуваат експлозија и црн чад како се издигнуваат од полето каде што падна ...а“, соопшти турското министерство за одбрана.
0.40 | 6.20 | 6.00 | 26-08-12 17:45 | 4 | 6 | Според последните информации пилотот се катапултирал и го преживеал падот, објави actuelno...гледа столб од црн чад што се издига од поле.
0.19 | 2.73 | 3.00 | 26-08-12 18:55 | 3 | 2 | Според првичните информации, пилотот се спасил со катапултирање со падобран, по што на мес...е испратени медицински и противпожарни екипи.
0.00 | 0.00 | 3.00 | 26-08-12 18:55 | 2 | 1 | Оттаму додаваат дека причината за несреќата ќе биде утврдена по детална истрага.
0.00 | 0.00 | 6.00 | 26-08-12 17:45 | 2 | 4 | Според последните информации пилотот се катапултирал и го преживеал падот, објави actuelno.com.
0.00 | 0.00 | 6.00 | 26-08-12 17:45 | 6 | 8 | BREAKING: The Turkish Defense Ministry said a military F-16 jet crashed in Türkiye’s Yalova province during a training flight.
0.00 | 0.00 | 6.00 | 26-08-12 17:45 | 7 | 9 | The pilot survived the crash.
0.00 | 0.00 | 6.00 | 26-08-12 17:45 | 9 | 11 | pic.twitter.com/mOKmf4jzJh — Clash Report (@clashreport) August 12, 2026.