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
11.50
7.01
0.00/0.34
2.00
0.89
0.44
180.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 1.2
Best clustering variants
2 0.99/0.01 2 1.2
Parameters [5, 0.99, 0.01, 2] average weight 1.2 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 5 clusters
Cluster# (5)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
6.11
12.88
1.35/0.39
5.00
1.42
0.28
1301.00
7.40
15.44
0
0.00
5.72
0.23/0.00
2.00
0.65
0.32
307.00
5.50
20.25
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
161.00
8.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
134.00
9.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
43.00
13.00
0.00
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
1.35/0.39
6.11
12.88
5.00
1.42
0.28
1301.00
7.40
15.44
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.23/0.00
0.00
5.72
2.00
0.65
0.32
307.00
5.50
20.25
Sentence-cluster ID (count= 5)
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
161.00
8.00
0.00
Sentence-cluster ID (count= 5)
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
134.00
9.00
0.00
Sentence-cluster ID (count= 5)
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
43.00
13.00
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
0
13.28
20.06
1.60/0.82
7.00
2.69
0.38
1395.00
8.14
11.84
1
5.13
10.32
0.55/0.34
3.00
1.07
0.36
551.00
7.00
24.00
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
1.60/0.82
13.28
20.06
7.00
2.69
0.38
1395.00
8.14
11.84
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.18 | 15.49 | 6.00 | 26-08-11 10:36 | 6 | 6 | pic.twitter.com/uwCYO5zPXm — една българка (@transbulgaria) August 11, 2026 The most usele... as long as she stays far away from politics.
0.98 | 15.49 | 6.00 | 26-08-11 10:36 | 12 | 8 | pic.twitter.com/uwCYO5zPXm — една българка (@transbulgaria) The most useless person in the... as long as she stays far away from politics.
0.94 | 14.33 | 6.00 | 26-08-11 10:36 | 11 | 5 | The most useless person in the Bulgarian parliament, Pavela Mitova, lost the elections so ... as long as she stays far away from politics.
0.21 | 2.98 | 6.00 | 26-08-11 10:36 | 9 | 3 | Меѓу другите задачи во бугарското собрание таа беше дел од Парламентарната група за пријателство меѓу Бугарија и Република Македонија.
0.18 | 2.68 | 1.00 | 26-08-11 09:52 | 1 | 0 | Плукањето по Македонците не и донесе успешна политичка кариера по што станала монахиња во ...риера по што станала монахиња во Шаолин Храм.
0.18 | 2.68 | 6.00 | 26-08-11 10:36 | 8 | 2 | Митева беше една од бугарските пратеници кои постојано плукаа по Македонија и Македонците ...Благоевград каде живеат голем број Македонци.
0.20 | 2.63 | 6.00 | 26-08-11 10:36 | 10 | 4 | Откако не успеа да влезе во новото бугарско народно собрание таа заминала како монахиња во Шаолин храм.
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
0.55/0.34
5.13
10.32
3.00
1.07
0.36
551.00
7.00
24.00