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
1.80
0.31/0.00
2.00
0.24
0.12
134.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 0.9
Best clustering variants
2 0.99/0.01 2 0.9
Parameters [14, 0.99, 0.01, 2] average weight 0.9 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 14 clusters
Cluster# (14)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
4.61
12.84
0.00/0.24
2.00
1.58
0.79
205.00
11.50
12.25
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
203.00
4.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
99.00
5.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
74.00
6.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
91.00
7.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
74.00
9.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
134.00
10.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
119.00
11.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
102.00
12.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
76.00
13.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
150.00
14.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
123.00
4.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
62.00
5.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
14.00
6.00
0.00
Sentence-cluster ID (count= 14)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.00/0.24
4.61
12.84
2.00
1.58
0.79
205.00
11.50
12.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.79 | 9.34 | 1.00 | 26-10-19 22:44 | 8 | 4 | Generic Ballot Polling: 🔵 DEM: 47% 🔴 GOP: 35% Ipsos / Oct 19, 2026 https://t.co/esImxffXAr — Polling USA (@USA_Polling) October 19, 2026.
0.79 | 9.34 | 1.00 | 26-10-19 22:44 | 15 | 11 | 🔵 DEM: 47% 🔴 GOP: 35% — Polling USA (@USA_Polling) October 19, 2026.
Sentence-cluster ID (count= 14)
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
203.00
4.00
0.00
Sentence-cluster ID (count= 14)
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
99.00
5.00
0.00
Sentence-cluster ID (count= 14)
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
74.00
6.00
0.00
Sentence-cluster ID (count= 14)
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
91.00
7.00
0.00
Sentence-cluster ID (count= 14)
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
74.00
9.00
0.00
Sentence-cluster ID (count= 14)
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
134.00
10.00
0.00
Sentence-cluster ID (count= 14)
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
119.00
11.00
0.00
Sentence-cluster ID (count= 14)
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
102.00
12.00
0.00
Sentence-cluster ID (count= 14)
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
76.00
13.00
0.00
Sentence-cluster ID (count= 14)
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
150.00
14.00
0.00
Sentence-cluster ID (count= 14)
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
123.00
4.00
0.00
Sentence-cluster ID (count= 14)
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
62.00
5.00
0.00
Sentence-cluster ID (count= 14)
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
14.00
6.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-18 14:00 | 6 | 14 | Тие вработува.
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
4.61
12.84
0.00/0.24
2.00
1.58
0.79
205.00
11.50
12.25
0
0.00
6.54
5.18/0.00
13.00
1.42
0.11
1321.00
8.15
11.51
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
0.00/0.24
4.61
12.84
2.00
1.58
0.79
205.00
11.50
12.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.79 | 9.34 | 1.00 | 26-10-19 22:44 | 8 | 4 | Generic Ballot Polling: 🔵 DEM: 47% 🔴 GOP: 35% Ipsos / Oct 19, 2026 https://t.co/esImxffXAr — Polling USA (@USA_Polling) October 19, 2026.
0.79 | 9.34 | 1.00 | 26-10-19 22:44 | 15 | 11 | 🔵 DEM: 47% 🔴 GOP: 35% — Polling USA (@USA_Polling) October 19, 2026.
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
5.18/0.00
0.00
6.54
13.00
1.42
0.11
1321.00
8.15
11.51
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.30 | 3.96 | 10.00 | 26-10-19 22:44 | 5 | 1 | Предноста на демократите од 12 процентни поени е најголема во овогодинешниот изборен циклус досега.
0.27 | 3.39 | 10.00 | 26-10-19 22:44 | 6 | 2 | Соединетите Американски Држави избираат членови на Конгресот на 3 ноември.
0.15 | 2.09 | 10.00 | 26-10-19 22:44 | 4 | 0 | На прашањето за кого би гласале доколку денес се одржат избори за Конгресот, 47 проценти о...дат, а 35 проценти за републикански кандидат.
0.15 | 2.09 | 10.00 | 26-10-19 22:44 | 14 | 10 | Губењето на мнозинството во кој било од нив би му отежнало на Трамп да ја спроведе својата...да во последните две години од својот мандат.
0.17 | 2.06 | 10.00 | 26-10-19 22:44 | 13 | 9 | Републиканците моментално имаат тесно мнозинство во двата дома на Конгресот.
0.15 | 1.95 | 10.00 | 26-10-19 22:44 | 11 | 7 | Анкетата на Ројтерс и Ипсос е спроведена онлајн меѓу 1.679 возрасни Американци, вклучувајќи 1.279 регистрирани гласачи.
0.15 | 1.95 | 10.00 | 26-10-19 22:44 | 12 | 8 | Маргината на грешка е два процентни поени за сите испитаници, или три поени за регистрираните гласачи.
0.14 | 1.84 | 10.00 | 26-10-19 22:44 | 7 | 3 | Трамп почна нова кампања за да им помогне на републиканските кандидати во неизвесните трки.
0.12 | 1.69 | 10.00 | 26-10-19 22:44 | 10 | 6 | Испитаниците одговориле за која партија би гласале, а пратеничките места се добиваат во поединечни федерални држави и изборни области.
0.11 | 1.60 | 3.00 | 26-10-18 14:00 | 4 | 12 | Вкупните економски расположенија за Трамп се слаби, но малите бизниси делуваат прилично уверено, покажуваат неколку анкети.
0.00 | 0.00 | 10.00 | 26-10-19 22:44 | 9 | 5 | Резултатот за партиските преференции не е прогноза за исходот од изборите.
0.00 | 0.00 | 3.00 | 26-10-18 14:00 | 5 | 13 | Во Соединетите Американски Држави има 34 милиони мали бизниси.
0.00 | 0.00 | 3.00 | 26-10-18 14:00 | 6 | 14 | Тие вработува.