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
3.98
5.13
0.00/0.13
2.00
0.68
0.34
152.00
1.00
0.00
All clustering variants
Old ranking - len = 2
4 ■ 0.99/0.01 ■ 2 ■ 0.0
Best clustering variants
4 0.99/0.01 2 0.0
Parameters [20, 0.99, 0.01, 2] average weight 0.0 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 20 clusters
Cluster# (20)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.00
4.47
0.31/0.00
2.00
0.48
0.24
385.00
3.00
4.00
16
0.00
4.75
0.18/0.00
2.00
0.73
0.37
82.00
9.50
42.25
8
0.00
2.64
0.40/0.00
2.00
0.30
0.15
311.00
2.00
1.00
1
0.00
2.95
0.39/0.00
2.00
0.33
0.16
340.00
8.50
42.25
7
0.00
6.21
0.18/0.00
2.00
0.75
0.37
227.00
14.50
56.25
5
0.00
7.39
0.10/0.00
2.00
0.89
0.45
223.00
16.50
72.25
0
0.00
1.56
0.45/0.00
2.00
0.21
0.10
152.00
18.50
56.25
13
0.00
3.70
0.31/0.00
2.00
0.47
0.24
176.00
17.50
30.25
2
0.00
6.81
0.17/0.00
2.00
0.77
0.38
312.00
17.50
12.25
3
0.00
0.00
0.55/0.00
2.00
0.00
0.00
24.00
19.50
0.25
19
0.00
0.00
0.00/0.00
1.00
0.00
0.00
172.00
2.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
127.00
4.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
148.00
6.00
0.00
15
0.00
0.00
0.00/0.00
1.00
0.00
0.00
106.00
9.00
0.00
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
231.00
10.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
110.00
13.00
0.00
17
0.00
0.00
0.00/0.00
1.00
0.00
0.00
20.00
17.00
0.00
18
0.00
0.00
0.00/0.00
1.00
0.00
0.00
12.00
18.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
32.00
24.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
14.00
27.00
0.00
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.31/0.00
0.00
4.47
2.00
0.48
0.24
385.00
3.00
4.00
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
16
0.18/0.00
0.00
4.75
2.00
0.73
0.37
82.00
9.50
42.25
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
8
0.40/0.00
0.00
2.64
2.00
0.30
0.15
311.00
2.00
1.00
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.39/0.00
0.00
2.95
2.00
0.33
0.16
340.00
8.50
42.25
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
7
0.18/0.00
0.00
6.21
2.00
0.75
0.37
227.00
14.50
56.25
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.10/0.00
0.00
7.39
2.00
0.89
0.45
223.00
16.50
72.25
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.45/0.00
0.00
1.56
2.00
0.21
0.10
152.00
18.50
56.25
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
13
0.31/0.00
0.00
3.70
2.00
0.47
0.24
176.00
17.50
30.25
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.17/0.00
0.00
6.81
2.00
0.77
0.38
312.00
17.50
12.25
Sentence-cluster ID (count= 20)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.55/0.00
0.00
0.00
2.00
0.00
0.00
24.00
19.50
0.25
Sentence-cluster ID (count= 20)
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
172.00
2.00
0.00
Sentence-cluster ID (count= 20)
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
127.00
4.00
0.00
Sentence-cluster ID (count= 20)
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
148.00
6.00
0.00
Sentence-cluster ID (count= 20)
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
106.00
9.00
0.00
Sentence-cluster ID (count= 20)
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
231.00
10.00
0.00
Sentence-cluster ID (count= 20)
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
110.00
13.00
0.00
Sentence-cluster ID (count= 20)
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
20.00
17.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-02 14:39 | 17 | 19 | BMW iX3 Neue Klasse.
Sentence-cluster ID (count= 20)
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
12.00
18.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-02 14:39 | 18 | 20 | Cupra Raval.
Sentence-cluster ID (count= 20)
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
32.00
24.00
0.00
Sentence-cluster ID (count= 20)
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
14.00
27.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-02 14:39 | 27 | 29 | Кој е фаворит?
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
3
0.00
6.52
8.82/0.00
20.00
1.87
0.09
1991.00
12.05
60.55
2
0.00
3.97
1.87/0.00
5.00
0.57
0.11
369.00
19.40
42.64
0
0.00
10.62
0.86/0.00
4.00
1.17
0.29
696.00
11.25
56.69
1
0.00
0.00
0.00/0.00
1.00
0.15
0.15
148.00
1.00
0.00
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
8.82/0.00
0.00
6.52
20.00
1.87
0.09
1991.00
12.05
60.55
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.36 | 5.04 | 18.00 | 26-11-02 14:39 | 4 | 6 | Жирито составено од 65 автомобилски новинари од 25 европски земји ја скрати првичната листа од 38 кандидати на седум финалисти.
0.37 | 3.73 | 2.00 | 26-11-02 12:00 | 3 | 2 | Објавени се седумте финалисти за.
0.37 | 3.73 | 18.00 | 26-11-02 14:39 | 16 | 18 | Седум електрични финалисти за престижната титула.
0.24 | 2.70 | 18.00 | 26-11-02 14:39 | 5 | 7 | Во конкуренција за титулата Автомобил на годината во Европа 2027 се најдоа: Финалистите ќе...во рамките на Саемот за автомобили во Брисел.
0.17 | 2.70 | 18.00 | 26-11-02 14:39 | 10 | 12 | Во првичната листа од 38 кандидати имаше осум модели од кинески производители, меѓу кои BY... еден не успеа да обезбеди место во финалето.
0.16 | 2.30 | 18.00 | 26-11-02 14:39 | 6 | 8 | На финалната листа не се најдоа неколку звучни модели, меѓу кои Renault Clio, Mercedes GLC..., Honda Prelude, Polestar 5 и Audi A2 e-tron.
0.15 | 2.22 | 18.00 | 26-11-02 14:39 | 3 | 5 | Иако електрични модели и претходно ја освојуваа престижната титула, ова е првпат финалната...лучиво од возила со целосно електричен погон.
0.13 | 1.89 | 18.00 | 26-11-02 14:39 | 8 | 10 | Еден од најинтересните детали годинава е фактот што ниту еден кинески бренд не успеа да се...рисуство на европскиот пазар постојано расте.
0.13 | 1.87 | 2.00 | 26-11-02 12:00 | 1 | 0 | Избрани се седум финалисти од кои ќе се избере Европски автомобил на годината 2027, престижна титула што се доделува од 1964 година.
0.07 | 0.91 | 18.00 | 26-11-02 14:39 | 9 | 11 | Денес кинеските производители учествуваат со околу 10 проценти од продажбата на нови автомобили во Европа.
0.07 | 0.91 | 18.00 | 26-11-02 14:39 | 13 | 15 | Историјата покажува дека европското жири најчесто ги наградува подостапните автомобили, а не премиум моделите.
0.05 | 0.73 | 18.00 | 26-11-02 14:39 | 15 | 17 | Со финалната листа за 2027 година, изборот за Автомобил на годината испраќа јасна порака д...ја доминира на европската автомобилска сцена.
0.05 | 0.68 | 18.00 | 26-11-02 14:39 | 2 | 4 | Одлуката ја одразува забрзаната електрификација на европскиот автомобилски пазар, каде што...ет новопродаден автомобил денес е електричен.
0.00 | 0.00 | 18.00 | 26-11-02 14:39 | 17 | 19 | BMW iX3 Neue Klasse.
0.00 | 0.00 | 18.00 | 26-11-02 14:39 | 18 | 20 | Cupra Raval.
0.00 | 0.00 | 18.00 | 26-11-02 14:39 | 19 | 21 | Hyundai Ioniq 3.
0.00 | 0.00 | 18.00 | 26-11-02 14:39 | 20 | 22 | Kia EV2.
0.00 | 0.00 | 18.00 | 26-11-02 14:39 | 21 | 23 | Renault Twingo.
0.00 | 0.00 | 18.00 | 26-11-02 14:39 | 24 | 26 | Големи имиња останаа без финале.
0.00 | 0.00 | 18.00 | 26-11-02 14:39 | 27 | 29 | Кој е фаворит?
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
1.87/0.00
0.00
3.97
5.00
0.57
0.11
369.00
19.40
42.64
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
0.86/0.00
0.00
10.62
4.00
1.17
0.29
696.00
11.25
56.69
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
0.00/0.00
0.00
0.00
1.00
0.15
0.15
148.00
1.00
0.00