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
1.95
0.32/0.00
2.00
0.23
0.12
236.00
1.00
0.00
All clustering variants
Old ranking - len = 2
4 ■ 0.99/0.01 ■ 2 ■ 6.5
Best clustering variants
4 0.99/0.01 2 6.5
Parameters [25, 0.99, 0.01, 2] average weight 6.5 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 25 clusters
Cluster# (25)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
10.91
24.29
0.00/0.77
3.00
2.73
0.91
366.00
10.33
108.22
5
10.02
17.44
0.00/0.43
3.00
2.32
0.77
174.00
23.00
0.67
4
8.84
18.21
0.00/0.40
2.00
1.90
0.95
468.00
11.00
25.00
11
2.68
16.27
0.00/0.32
2.00
1.74
0.87
415.00
16.50
110.25
1
0.00
6.30
0.61/0.00
3.00
0.62
0.21
694.00
7.67
27.56
0
0.00
6.41
0.18/0.00
2.00
0.74
0.37
273.00
1.00
0.00
2
0.00
6.05
0.23/0.00
2.00
0.65
0.32
413.00
20.00
1.00
23
0.00
0.00
0.00/0.00
1.00
0.00
0.00
142.00
14.00
0.00
16
0.00
0.00
0.00/0.00
1.00
0.00
0.00
93.00
4.00
0.00
21
0.00
0.00
0.00/0.00
1.00
0.00
0.00
202.00
5.00
0.00
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
181.00
17.00
0.00
22
0.00
0.00
0.00/0.00
1.00
0.00
0.00
125.00
18.00
0.00
20
0.00
0.00
0.00/0.00
1.00
0.00
0.00
225.00
9.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
101.00
20.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
236.00
21.00
0.00
24
0.00
0.00
0.00/0.00
1.00
0.00
0.00
162.00
12.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
213.00
13.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
31.00
19.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
121.00
7.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
128.00
9.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
143.00
11.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
160.00
13.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
187.00
15.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
148.00
17.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
81.00
26.00
0.00
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00/0.77
10.91
24.29
3.00
2.73
0.91
366.00
10.33
108.22
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
1.00 | 13.54 | 2.00 | 26-09-03 07:48 | 4 | 18 | When the dress gives whimsy Nina Dobrev wears Armani Privé at the 2026 Venice International Film Festival.
0.87 | 11.93 | 1.00 | 26-09-03 07:48 | 2 | 16 | When the dress gives ✨whimsy✨ Nina Dobrev wears Armani Privé at the 2026 Venice International Film Festival.
0.87 | 11.93 | 2.00 | 26-09-03 07:48 | 25 | 32 | A post shared by Check The Tag (@checkthetag) When the dress gives whimsy Nina Dobrev wear... the 2026 Venice International Film Festival.
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.43
10.02
17.44
3.00
2.32
0.77
174.00
23.00
0.67
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.79 | 9.34 | 2.00 | 26-09-03 07:48 | 23 | 30 | A post shared by With love ᥫ᭡ (@recantsnina) View this post on Instagram.
0.79 | 9.34 | 2.00 | 26-09-03 07:48 | 24 | 31 | A post shared by Tvdbrasilrn (@tvd_brasilrn) View this post on Instagram.
0.74 | 6.87 | 1.00 | 26-09-03 07:48 | 22 | 22 | View this post on Instagram.
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00/0.40
8.84
18.21
2.00
1.90
0.95
468.00
11.00
25.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.95 | 14.77 | 1.00 | 26-09-03 14:00 | 6 | 5 | Нејзиниот фустан е вистинско модно ремек-дело и совршен хит за овој момент: Сјаен оклоп: О..., речиси непробоен сјај пред фоторепортерите.
0.95 | 14.77 | 1.00 | 26-09-03 14:00 | 16 | 13 | Стилски детали што пленат Нејзиниот фустан е вистинско модно ремек-дело и совршен хит за о..., речиси непробоен сјај пред фоторепортерите.
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
11
0.00/0.32
2.68
16.27
2.00
1.74
0.87
415.00
16.50
110.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.87 | 13.17 | 1.00 | 26-09-03 07:48 | 6 | 20 | Nina Dobrev attends the “Ink” Screening and opening ceremony during the 83rd Venice Intern...na Dobrev (@iamdobrevnews) September 2, 2026.
0.87 | 13.17 | 1.00 | 26-09-03 07:48 | 27 | 34 | Nina Dobrev attends the “Ink” Screening and opening ceremony during the 83rd Venice Intern...A post shared by Tvdbrasilrn (@tvd_brasilrn).
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.61/0.00
0.00
6.30
3.00
0.62
0.21
694.00
7.67
27.56
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.18/0.00
0.00
6.41
2.00
0.74
0.37
273.00
1.00
0.00
Sentence-cluster ID (count= 25)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.23/0.00
0.00
6.05
2.00
0.65
0.32
413.00
20.00
1.00
Sentence-cluster ID (count= 25)
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
142.00
14.00
0.00
Sentence-cluster ID (count= 25)
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
93.00
4.00
0.00
Sentence-cluster ID (count= 25)
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
202.00
5.00
0.00
Sentence-cluster ID (count= 25)
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
181.00
17.00
0.00
Sentence-cluster ID (count= 25)
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
125.00
18.00
0.00
Sentence-cluster ID (count= 25)
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
225.00
9.00
0.00
Sentence-cluster ID (count= 25)
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
101.00
20.00
0.00
Sentence-cluster ID (count= 25)
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
236.00
21.00
0.00
Sentence-cluster ID (count= 25)
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
162.00
12.00
0.00
Sentence-cluster ID (count= 25)
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
213.00
13.00
0.00
Sentence-cluster ID (count= 25)
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
31.00
19.00
0.00
Sentence-cluster ID (count= 25)
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
121.00
7.00
0.00
Sentence-cluster ID (count= 25)
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
128.00
9.00
0.00
Sentence-cluster ID (count= 25)
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
143.00
11.00
0.00
Sentence-cluster ID (count= 25)
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
160.00
13.00
0.00
Sentence-cluster ID (count= 25)
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
187.00
15.00
0.00
Sentence-cluster ID (count= 25)
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
148.00
17.00
0.00
Sentence-cluster ID (count= 25)
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
81.00
26.00
0.00
OLD: TF-IDF K-Means (k=4) — 4 clusters
Cluster# (4)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
10.91
24.29
0.00/0.77
3.00
2.73
0.91
366.00
10.33
108.22
0
8.88
21.85
0.53/0.43
6.00
2.98
0.50
774.00
20.67
8.89
3
0.00
9.56
9.09/0.00
22.00
2.59
0.12
3938.00
11.86
49.75
2
0.00
6.27
0.88/0.00
4.00
0.77
0.19
404.00
13.50
57.25
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.77
10.91
24.29
3.00
2.73
0.91
366.00
10.33
108.22
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
1.00 | 13.54 | 2.00 | 26-09-03 07:48 | 4 | 18 | When the dress gives whimsy Nina Dobrev wears Armani Privé at the 2026 Venice International Film Festival.
0.87 | 11.93 | 1.00 | 26-09-03 07:48 | 2 | 16 | When the dress gives ✨whimsy✨ Nina Dobrev wears Armani Privé at the 2026 Venice International Film Festival.
0.87 | 11.93 | 2.00 | 26-09-03 07:48 | 25 | 32 | A post shared by Check The Tag (@checkthetag) When the dress gives whimsy Nina Dobrev wear... the 2026 Venice International Film Festival.
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.53/0.43
8.88
21.85
6.00
2.98
0.50
774.00
20.67
8.89
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.79 | 9.34 | 5.00 | 26-09-03 07:48 | 24 | 31 | A post shared by Tvdbrasilrn (@tvd_brasilrn) View this post on Instagram.
0.74 | 6.87 | 1.00 | 26-09-03 07:48 | 22 | 22 | View this post on Instagram.
0.41 | 5.94 | 5.00 | 26-09-03 07:48 | 15 | 26 | A post shared by With love ᥫ᭡ (@recantsnina) Фустанот е покриен со црни светки, но на рабо...жува јасен премин кон маслинесто зелена боја.
0.32 | 4.78 | 5.00 | 26-09-03 07:48 | 19 | 28 | A post shared by With love ᥫ᭡ (@recantsnina) Во овој случај, акцентот не беше ставен на не...ј нежен, женствен впечаток на црвениот тепих.
0.32 | 4.78 | 5.00 | 26-09-03 07:48 | 21 | 29 | A post shared by With love ᥫ᭡ (@recantsnina) Стајлингот го комплетираше со високо стилизир... скапи дијамантски обетки од брендот Chopard.
0.39 | 4.66 | 5.00 | 26-09-03 07:48 | 23 | 30 | A post shared by With love ᥫ᭡ (@recantsnina) View this post on Instagram.
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
9.09/0.00
0.00
9.56
22.00
2.59
0.12
3938.00
11.86
49.75
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.35 | 5.31 | 11.00 | 26-09-03 07:48 | 5 | 19 | ( : Getty) pic.twitter.com/OM4NcNn06Z — E! Insider (@einsider) September 2, 2026 83-от фил...радата на црвениот тепих на познатите ѕвезди.
0.28 | 4.32 | 11.00 | 26-09-03 14:00 | 9 | 8 | Со минималистичка, „залижана“ фризура, намалена шминка и нежна насмевка што зборува повеќе...ја триумфално влезе во ново животно поглавје.
0.23 | 3.43 | 11.00 | 26-09-03 14:00 | 21 | 10 | Веста за нивното раскинување беше објавена во септември, и иако актерката не коментираше д...ромените се единственото загарантирано нешто.
0.18 | 2.79 | 11.00 | 26-09-03 07:48 | 6 | 20 | Nina Dobrev attends the “Ink” Screening and opening ceremony during the 83rd Venice Intern...na Dobrev (@iamdobrevnews) September 2, 2026.
0.20 | 2.73 | 11.00 | 26-09-03 07:48 | 17 | 27 | A post shared by nina&micheᥫ᭡ (@highondobrev) Не треба да се изостави ниту деколтето, вист...ко дело кое се разликува од класичните форми.
0.19 | 2.69 | 11.00 | 26-09-03 07:48 | 13 | 25 | A post shared by ELLE Germany (@ellegermany) Актерката носеше фустан од колекцијата Армани...јасно дефиниран крој и интересна игра на бои.
0.20 | 2.69 | 11.00 | 26-09-03 07:48 | 9 | 23 | A post shared by Tvdbrasilrn (@tvd_brasilrn) Токму Нина Добрев реши да го привлече вниманието на јавноста за оваа посебна вечер.
0.16 | 2.13 | 11.00 | 26-09-03 14:00 | 18 | 7 | Драматична слобода: Она што ѝ го дава епитетот „божествен“ на оваа креација е раскошната, проѕирна маслинесто-зелена фризура.
0.15 | 2.02 | 11.00 | 26-09-03 07:48 | 7 | 21 | Веќе имавме можност да ја видиме омилената двојка на Холивуд во акција, а една дама го привлече и вниманието на јавноста.
0.10 | 1.59 | 11.00 | 26-09-03 14:00 | 6 | 5 | Нејзиниот фустан е вистинско модно ремек-дело и совршен хит за овој момент: Сјаен оклоп: О..., речиси непробоен сјај пред фоторепортерите.
0.11 | 1.56 | 11.00 | 26-09-03 14:00 | 17 | 6 | Архитектонска силуета: Скулптуралниот крој и горниот дел без прерамки беспрекорно ја следа...нејзината фигура на најелегантен можен начин.
0.11 | 1.56 | 11.00 | 26-09-03 14:00 | 12 | 11 | Таа моментално е слободна и ужива во својот самотен живот до максимум, поминувајќи време с...тинации како што е островот Свети Вартоломеј.
0.10 | 1.33 | 11.00 | 26-09-03 14:00 | 4 | 3 | Ако постои дефиниција за совршен „фустан за одмазда“, тогаш овој на актерката е полн погодок.
0.08 | 1.18 | 11.00 | 26-09-03 14:00 | 5 | 4 | Во креација што буквално ви го одзема здивот, таа покажа како изгледа вистинската елеганци...сериозно да се запраша што навистина изгубил.
0.08 | 1.18 | 11.00 | 26-09-03 14:00 | 13 | 12 | Судејќи според нејзините објави во костими за капење и реакциите на нејзините следбеници, ...ува од оваа разделба посилна и посамоуверена.
0.06 | 0.99 | 11.00 | 26-09-03 14:00 | 16 | 13 | Стилски детали што пленат Нејзиниот фустан е вистинско модно ремек-дело и совршен хит за о..., речиси непробоен сјај пред фоторепортерите.
0.14 | 0.99 | 11.00 | 26-09-03 07:48 | 3 | 17 | (📷: Getty) pic.twitter.com/OM4NcNn06Z — E! Insider (@einsider) September 2, 2026 83-от фил...ови кога ја виде нејзината нереална креација.
0.05 | 0.67 | 11.00 | 26-09-03 07:48 | 1 | 15 | Нина Добрев повторно го покажа својот беспрекорен стајлинг, а јавноста во Венеција остана ...ови кога ја виде нејзината нереална креација.
0.05 | 0.67 | 11.00 | 26-09-03 07:48 | 11 | 24 | A post shared by Numéro Switzerland (@numeroswitzerland) Нејзината намера беше многу јасна... побара помош од познатата модна куќа Армани.
0.03 | 0.42 | 11.00 | 26-09-03 14:00 | 15 | 2 | На отворањето на 83-от Венециски филмски фестивал (2 септември 2026 година), пред познатат...ва од оваа ситуација како апсолутен победник.
0.00 | 0.00 | 11.00 | 26-09-03 07:48 | 26 | 33 | ( : Getty) pic.twitter.com/OM4NcNn06Z — E! Insider (@einsider) September 2, 2026.
0.00 | 0.00 | 11.00 | 26-09-03 07:48 | 27 | 34 | Nina Dobrev attends the “Ink” Screening and opening ceremony during the 83rd Venice Intern...A post shared by Tvdbrasilrn (@tvd_brasilrn).
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.88/0.00
0.00
6.27
4.00
0.77
0.19
404.00
13.50
57.25