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
2.42
0.22/0.00
2.00
0.33
0.17
125.00
1.00
0.00
All clustering variants
Old ranking - len = 2
5 ■ 0.99/0.01 ■ 2 ■ 0.8
Best clustering variants
5 0.99/0.01 2 0.8
Parameters [36, 0.99, 0.01, 2] average weight 0.8 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 36 clusters
Cluster# (36)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
2.43
14.30
0.00/0.32
2.00
1.73
0.87
221.00
11.50
110.25
4
0.96
6.92
0.51/0.10
3.00
0.73
0.24
490.00
10.33
54.22
9
0.75
6.48
0.00/0.12
2.00
1.33
0.67
32.00
25.50
0.25
0
0.00
0.00
0.55/0.00
2.00
0.00
0.00
210.00
12.00
1.00
3
0.00
2.14
0.38/0.00
2.00
0.33
0.17
78.00
16.50
0.25
10
0.00
7.84
0.05/0.00
2.00
1.00
0.50
175.00
20.00
1.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
143.00
23.00
0.00
27
0.00
0.00
0.00/0.00
1.00
0.00
0.00
212.00
24.00
0.00
31
0.00
0.00
0.00/0.00
1.00
0.00
0.00
60.00
5.00
0.00
29
0.00
0.00
0.00/0.00
1.00
0.00
0.00
127.00
6.00
0.00
34
0.00
0.00
0.00/0.00
1.00
0.00
0.00
76.00
7.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
48.00
8.00
0.00
26
0.00
0.00
0.00/0.00
1.00
0.00
0.00
40.00
9.00
0.00
33
0.00
0.00
0.00/0.00
1.00
0.00
0.00
90.00
10.00
0.00
30
0.00
0.00
0.00/0.00
1.00
0.00
0.00
107.00
12.00
0.00
28
0.00
0.00
0.00/0.00
1.00
0.00
0.00
107.00
14.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
207.00
15.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
160.00
18.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
240.00
20.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
85.00
2.00
0.00
35
0.00
0.00
0.00/0.00
1.00
0.00
0.00
57.00
3.00
0.00
32
0.00
0.00
0.00/0.00
1.00
0.00
0.00
91.00
4.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
5.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
72.00
6.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
24.00
7.00
0.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
54.00
8.00
0.00
25
0.00
0.00
0.00/0.00
1.00
0.00
0.00
113.00
9.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
88.00
10.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
113.00
12.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
58.00
13.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
61.00
14.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
86.00
15.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
175.00
16.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
73.00
17.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
151.00
18.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
28.00
20.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.32
2.43
14.30
2.00
1.73
0.87
221.00
11.50
110.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.87 | 11.81 | 1.00 | 26-10-06 23:50 | 1 | 0 | Младата жена, која некогаш беше избрана за кралица на родеото на градот, неодамна се запиша на ко.
0.87 | 11.81 | 1.00 | 26-10-06 23:50 | 22 | 1 | Младата жена, која некогаш беше избрана за кралица на родеото на градот, неодамна се запиша на колеџ и зад себе остави син.
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.51/0.10
0.96
6.92
3.00
0.73
0.24
490.00
10.33
54.22
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
9
0.00/0.12
0.75
6.48
2.00
1.33
0.67
32.00
25.50
0.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.67 | 5.10 | 1.00 | 26-10-06 23:50 | 25 | 21 | October 5, 2026.
0.67 | 5.10 | 1.00 | 26-10-06 23:50 | 26 | 22 | October 4, 2026.
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.55/0.00
0.00
0.00
2.00
0.00
0.00
210.00
12.00
1.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.38/0.00
0.00
2.14
2.00
0.33
0.17
78.00
16.50
0.25
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
10
0.05/0.00
0.00
7.84
2.00
1.00
0.50
175.00
20.00
1.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
24
0.00/0.00
0.00
0.00
1.00
0.00
0.00
143.00
23.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
27
0.00/0.00
0.00
0.00
1.00
0.00
0.00
212.00
24.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
31
0.00/0.00
0.00
0.00
1.00
0.00
0.00
60.00
5.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
29
0.00/0.00
0.00
0.00
1.00
0.00
0.00
127.00
6.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
34
0.00/0.00
0.00
0.00
1.00
0.00
0.00
76.00
7.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
18
0.00/0.00
0.00
0.00
1.00
0.00
0.00
48.00
8.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
26
0.00/0.00
0.00
0.00
1.00
0.00
0.00
40.00
9.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
33
0.00/0.00
0.00
0.00
1.00
0.00
0.00
90.00
10.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
30
0.00/0.00
0.00
0.00
1.00
0.00
0.00
107.00
12.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
28
0.00/0.00
0.00
0.00
1.00
0.00
0.00
107.00
14.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
21
0.00/0.00
0.00
0.00
1.00
0.00
0.00
207.00
15.00
0.00
Sentence-cluster ID (count= 36)
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
160.00
18.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
20
0.00/0.00
0.00
0.00
1.00
0.00
0.00
240.00
20.00
0.00
Sentence-cluster ID (count= 36)
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
85.00
2.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
35
0.00/0.00
0.00
0.00
1.00
0.00
0.00
57.00
3.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
32
0.00/0.00
0.00
0.00
1.00
0.00
0.00
91.00
4.00
0.00
Sentence-cluster ID (count= 36)
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
73.00
5.00
0.00
Sentence-cluster ID (count= 36)
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
72.00
6.00
0.00
Sentence-cluster ID (count= 36)
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
24.00
7.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
23
0.00/0.00
0.00
0.00
1.00
0.00
0.00
54.00
8.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
25
0.00/0.00
0.00
0.00
1.00
0.00
0.00
113.00
9.00
0.00
Sentence-cluster ID (count= 36)
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
88.00
10.00
0.00
Sentence-cluster ID (count= 36)
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
113.00
12.00
0.00
Sentence-cluster ID (count= 36)
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
58.00
13.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
22
0.00/0.00
0.00
0.00
1.00
0.00
0.00
61.00
14.00
0.00
Sentence-cluster ID (count= 36)
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
86.00
15.00
0.00
Sentence-cluster ID (count= 36)
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
175.00
16.00
0.00
Sentence-cluster ID (count= 36)
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
73.00
17.00
0.00
Sentence-cluster ID (count= 36)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
19
0.00/0.00
0.00
0.00
1.00
0.00
0.00
151.00
18.00
0.00
Sentence-cluster ID (count= 36)
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
28.00
20.00
0.00
OLD: TF-IDF K-Means (k=5) — 5 clusters
Cluster# (5)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
2.43
14.30
0.00/0.32
2.00
1.73
0.87
221.00
11.50
110.25
3
0.24
6.87
15.40/0.12
34.00
2.87
0.08
3260.00
12.50
41.78
0
0.00
4.44
1.12/0.00
4.00
0.53
0.13
460.00
13.00
34.50
4
0.00
0.86
0.43/0.00
2.00
0.12
0.06
141.00
14.50
30.25
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
143.00
23.00
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
0.00/0.32
2.43
14.30
2.00
1.73
0.87
221.00
11.50
110.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.87 | 11.81 | 1.00 | 26-10-06 23:50 | 1 | 0 | Младата жена, која некогаш беше избрана за кралица на родеото на градот, неодамна се запиша на ко.
0.87 | 11.81 | 1.00 | 26-10-06 23:50 | 22 | 1 | Младата жена, која некогаш беше избрана за кралица на родеото на градот, неодамна се запиша на колеџ и зад себе остави син.
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
15.40/0.12
0.24
6.87
34.00
2.87
0.08
3260.00
12.50
41.78
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.67 | 5.10 | 17.00 | 26-10-06 23:50 | 25 | 21 | October 5, 2026.
0.67 | 5.10 | 17.00 | 26-10-06 23:50 | 26 | 22 | October 4, 2026.
0.22 | 3.17 | 17.00 | 26-10-07 21:14 | 16 | 38 | Нејзиниот брат се збогувал со неа со зборовите дека „таа била и останува една од најубавит... и како силна личност полна со љубов и хумор.
0.18 | 2.70 | 17.00 | 26-10-06 23:50 | 24 | 3 | Ана Беатрис била пред својот дом во градот Алмас во саботата кога почнал да врне и била уд...им подлегнала на повредите, објавува „Глобо“.
0.21 | 2.69 | 17.00 | 26-10-06 23:50 | 12 | 11 | Segundo testemunhas, a jovem estava no quintal de casa quando começou uma chuva leve, acompanhada de raios.
0.21 | 2.69 | 17.00 | 26-10-06 23:50 | 14 | 13 | Estudante de fisioterapia, ela havia sido coroada Rainha de Rodeio do município neste ano e deixa um filho.
0.22 | 2.54 | 17.00 | 26-10-06 23:50 | 5 | 4 | Според Марсела, Ана Беатрис имала големи надежи за иднината.
0.22 | 2.54 | 17.00 | 26-10-07 21:14 | 13 | 35 | Ана Беатрис Араухо Фереира била позната во својата област.
0.19 | 2.20 | 17.00 | 26-10-07 21:14 | 19 | 41 | Точните околности на смртта ги истражува полицијата во Алмас.
0.11 | 1.84 | 17.00 | 26-10-06 23:50 | 20 | 19 | https://t.co/XEXNjKGUcx — FUTRIKEI (@futrikeiof) Откако ја потврди нејзината смрт, Синдика...лидарност со нејзините пријатели и семејство.
0.11 | 1.84 | 17.00 | 26-10-07 21:14 | 1 | 23 | Бразилската манекенка Ана Беатрис Араухо Фереира почина на 22-годишна возраст како последи...дишна возраст како последица од удар од гром.
0.14 | 1.83 | 17.00 | 26-10-07 21:14 | 2 | 24 | Несреќата се случила во сабота, 3 октомври, за време на семеен собир во градот Алмас.
0.11 | 1.47 | 17.00 | 26-10-06 23:50 | 6 | 5 | Неодамна се запишала на првиот семестар физиотерапија и ги балансирала универзитетските обврски со грижата за своето семејство.
0.11 | 1.47 | 17.00 | 26-10-07 21:14 | 18 | 40 | Здружението „Синдикато Рурал де Алмас“ соопштило дека Ана Беатрис го одбележа нивниот наст...адост, симпатичност и љубов кон традицијата“.
0.14 | 1.42 | 17.00 | 26-10-06 23:50 | 17 | 16 | Беше многу приврзана кон своето семејство.
0.09 | 1.26 | 17.00 | 26-10-07 21:14 | 11 | 33 | На Ана Беатрис ѝ била укажана прва помош и била префрлена во друга болница, но лекарите не можеле да ѝ го спасат животот.
0.10 | 1.20 | 17.00 | 26-10-07 21:14 | 17 | 39 | Од младата манекенка се простиле и организаторите на саемот „ЕкспоАлмас“.
0.11 | 1.16 | 17.00 | 26-10-06 23:50 | 8 | 7 | „Таа беше млада жена полна со соништа и планови.
0.11 | 1.16 | 17.00 | 26-10-07 21:14 | 8 | 30 | Денот бил облачен и врнеше само слаб дожд“, рекол тој.
0.08 | 1.05 | 17.00 | 26-10-06 23:50 | 7 | 6 | Кумата рекла дека Ана имала силна личност и знаела како да ги насмее луѓето.
0.08 | 1.05 | 17.00 | 26-10-07 21:14 | 5 | 27 | Семејството изјавило дека времето првично не укажувало на таква опасност.
0.08 | 1.04 | 17.00 | 26-10-07 21:14 | 10 | 32 | Според извештаите на бразилските медиуми, светилките и антената во куќата биле оштетени.
0.08 | 1.04 | 17.00 | 26-10-07 21:14 | 15 | 37 | Манекенката студирала физиотерапија и се грижела за својот петгодишен син Луис Енрике.
0.08 | 1.00 | 17.00 | 26-10-07 21:14 | 6 | 28 | Нејзиниот брат Сезар Аугусто опишал за „Си-ен-ен Бразил“ што се случило.
0.07 | 0.86 | 17.00 | 26-10-07 21:14 | 14 | 36 | На саемот „ЕкспоАлмас 2026“ била избрана за кралица на родео.
0.06 | 0.80 | 17.00 | 26-10-06 23:50 | 10 | 9 | Засекогаш ќе биде запаметена по својата автентичност, интелигенција и волја“, рече кумата.
0.06 | 0.80 | 17.00 | 26-10-07 21:14 | 4 | 26 | Во моментот на несреќата, таа била во дворот со својата внука, на која ѝ ја чешлала косата.
0.00 | 0.00 | 17.00 | 26-10-06 23:50 | 9 | 8 | Нејзините одлики беа веселоста и шегите.
0.00 | 0.00 | 17.00 | 26-10-06 23:50 | 11 | 10 | Foi sepultado, na manhã desta segunda-feira (5), o corpo de Ana Beatriz Araújo, de 22 anos... atingida por um raio em Almas, no Tocantins.
0.00 | 0.00 | 17.00 | 26-10-06 23:50 | 13 | 12 | Após ser atingida pela descarga elétrica, Ana foi levada a um hospital, mas não resistiu.
0.00 | 0.00 | 17.00 | 26-10-06 23:50 | 19 | 18 | 🖤LUTO🖤 | Rainha do Rodeio de Almas, Ana Beatriz Araújo, de 22 anos, morre após ser atingida por raio no Tocantins.
0.00 | 0.00 | 17.00 | 26-10-06 23:50 | 21 | 20 | Според Секретаријатот за јавна безбедност, околностите на смртта ги истражува 100-тата полициска станица во Алмас.
0.00 | 0.00 | 17.00 | 26-10-07 21:14 | 7 | 29 | „Сè се случи многу брзо.
0.00 | 0.00 | 17.00 | 26-10-07 21:14 | 12 | 34 | Нејзината внука исто така го почувствувала ударот, но по лекарскиот преглед и набљудување, таа била пуштена дома.
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
1.12/0.00
0.00
4.44
4.00
0.53
0.13
460.00
13.00
34.50
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
0.43/0.00
0.00
0.86
2.00
0.12
0.06
141.00
14.50
30.25
Sentence-cluster ID (count= 5)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.00
0.00
0.00
1.00
0.00
0.00
143.00
23.00
0.00