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
1.26
0.38/0.00
2.00
0.17
0.09
123.00
1.00
0.00
All clustering variants
Old ranking - len = 2
3 ■ 0.99/0.01 ■ 2 ■ 6.4
Best clustering variants
3 0.99/0.01 2 6.4
Parameters [15, 0.99, 0.01, 2] average weight 6.4 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 15 clusters
Cluster# (15)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
17.75
17.81
0.00/0.43
2.00
1.95
0.98
362.00
2.00
1.00
1
7.00
16.40
0.00/0.39
2.00
1.89
0.94
284.00
12.00
25.00
2
4.02
11.78
0.00/0.29
2.00
1.67
0.84
111.00
16.50
6.25
0
3.01
14.06
0.44/0.27
3.00
1.75
0.58
232.00
13.00
16.67
14
0.00
0.00
0.00/0.00
1.00
0.00
0.00
162.00
3.00
0.00
13
0.00
0.00
0.00/0.00
1.00
0.00
0.00
158.00
4.00
0.00
12
0.00
0.00
0.00/0.00
1.00
0.00
0.00
146.00
4.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
192.00
5.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
32.00
6.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
156.00
9.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
207.00
10.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
28.00
11.00
0.00
10
0.00
0.00
0.00/0.00
1.00
0.00
0.00
23.00
12.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
132.00
15.00
0.00
11
0.00
0.00
0.00/0.00
1.00
0.00
0.00
28.00
16.00
0.00
Sentence-cluster ID (count= 15)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.43
17.75
17.81
2.00
1.95
0.98
362.00
2.00
1.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.98 | 15.02 | 1.00 | 26-10-20 13:56 | 1 | 2 | МотоГП тимот на Хонда официјално објави дека Диого Мореира ќе му биде партнер на Фабио Куа...та марка за сезоната 2027 во премиер класата.
0.98 | 15.02 | 1.00 | 26-10-20 13:56 | 3 | 4 | Порано во МотоГП тимот на Хонда официјално објави дека Диого Мореира ќе му биде партнер на...та марка за сезоната 2027 во премиер класата.
Sentence-cluster ID (count= 15)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.39
7.00
16.40
2.00
1.89
0.94
284.00
12.00
25.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.94 | 12.78 | 1.00 | 26-10-20 13:56 | 7 | 7 | Welcome to the factory team We are pleased to confirm Diogo Moreira will compete with the ...m as the 850cc era begins in @MotoGP in 2027.
0.94 | 12.78 | 1.00 | 26-10-20 13:56 | 17 | 17 | We are pleased to confirm Diogo Moreira will compete with the Honda HRC Castrol team as the 850cc era begins in @MotoGP in 2027.
Sentence-cluster ID (count= 15)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.29
4.02
11.78
2.00
1.67
0.84
111.00
16.50
6.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.84 | 8.96 | 1.00 | 26-10-20 13:56 | 14 | 14 | https://t.co/TRiOWsGLQK — LCR Team (@lcr_team) October 20, 2026.
0.84 | 8.96 | 1.00 | 26-10-20 13:56 | 19 | 19 | https://t.co/TRiOWsGLQK — LCR Team (@lcr_team).
Sentence-cluster ID (count= 15)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.44/0.27
3.01
14.06
3.00
1.75
0.58
232.00
13.00
16.67
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.82 | 10.34 | 1.00 | 26-10-20 13:56 | 8 | 8 | https://t.co/9CfdGio7Zf — Honda HRC Castrol – MotoGP (@HRC_MotoGP) October 20, 2026.
0.82 | 10.34 | 2.00 | 26-10-20 13:56 | 18 | 18 | https://t.co/9CfdGio7Zf — Honda HRC Castrol – MotoGP (@HRC_MotoGP) October 20, 2026 Let’s enjoy the ride in #MotoGP!
0.11 | 1.06 | 2.00 | 26-10-20 13:56 | 13 | 13 | Let’s enjoy the ride in #MotoGP!
Sentence-cluster ID (count= 15)
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
162.00
3.00
0.00
Sentence-cluster ID (count= 15)
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
158.00
4.00
0.00
Sentence-cluster ID (count= 15)
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
146.00
4.00
0.00
Sentence-cluster ID (count= 15)
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
192.00
5.00
0.00
Sentence-cluster ID (count= 15)
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
32.00
6.00
0.00
Sentence-cluster ID (count= 15)
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
156.00
9.00
0.00
Sentence-cluster ID (count= 15)
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
207.00
10.00
0.00
Sentence-cluster ID (count= 15)
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
28.00
11.00
0.00
Sentence-cluster ID (count= 15)
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
23.00
12.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-20 13:56 | 12 | 12 | Welcome onboard, David!
Sentence-cluster ID (count= 15)
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
132.00
15.00
0.00
Sentence-cluster ID (count= 15)
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
28.00
16.00
0.00
OLD: TF-IDF K-Means (k=3) — 3 clusters
Cluster# (3)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
17.75
17.81
0.00/0.43
2.00
1.95
0.98
362.00
2.00
1.00
1
4.02
11.78
0.00/0.29
2.00
1.67
0.84
111.00
16.50
6.25
2
1.51
12.38
5.52/0.27
16.00
3.00
0.19
1780.00
9.88
22.73
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.00/0.43
17.75
17.81
2.00
1.95
0.98
362.00
2.00
1.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.98 | 15.02 | 1.00 | 26-10-20 13:56 | 1 | 2 | МотоГП тимот на Хонда официјално објави дека Диого Мореира ќе му биде партнер на Фабио Куа...та марка за сезоната 2027 во премиер класата.
0.98 | 15.02 | 1.00 | 26-10-20 13:56 | 3 | 4 | Порано во МотоГП тимот на Хонда официјално објави дека Диого Мореира ќе му биде партнер на...та марка за сезоната 2027 во премиер класата.
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.29
4.02
11.78
2.00
1.67
0.84
111.00
16.50
6.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.84 | 8.96 | 1.00 | 26-10-20 13:56 | 14 | 14 | https://t.co/TRiOWsGLQK — LCR Team (@lcr_team) October 20, 2026.
0.84 | 8.96 | 1.00 | 26-10-20 13:56 | 19 | 19 | https://t.co/TRiOWsGLQK — LCR Team (@lcr_team).
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
5.52/0.27
1.51
12.38
16.00
3.00
0.19
1780.00
9.88
22.73
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.82 | 10.34 | 14.00 | 26-10-20 13:56 | 8 | 8 | https://t.co/9CfdGio7Zf — Honda HRC Castrol – MotoGP (@HRC_MotoGP) October 20, 2026.
0.45 | 6.18 | 14.00 | 26-10-20 13:56 | 15 | 15 | Во исто време, Алонсо ќе го има своето деби во МотоГП со тимот на LCR Honda, а негов колега ќе биде францускиот ветеран Јохан Зарко.
0.37 | 4.91 | 14.00 | 26-10-20 13:56 | 18 | 18 | https://t.co/9CfdGio7Zf — Honda HRC Castrol – MotoGP (@HRC_MotoGP) October 20, 2026 Let’s enjoy the ride in #MotoGP!
0.29 | 4.45 | 14.00 | 26-10-20 13:56 | 5 | 5 | Порано во текот на летото, Хонда објави дека го привлекле Давид Алонсо во своите редови за...ираше во кој тим ќе биде сместен Колумбиецот.
0.29 | 4.45 | 14.00 | 26-10-20 13:56 | 10 | 10 | Со овие силни настапи, Бразилецот ги убеди раководителите на Хонда да му дадат глас на дов...светскиот шампион од 2021 година, Куартараро.
0.27 | 3.99 | 2.00 | 26-10-20 08:05 | 3 | 0 | Honda Racing Corporation (HRC) официјално потврди дека Диого Мореира ќе му се приклучи на ...strol за сезоната 2027 во MotoGP шампионатот.
0.20 | 2.90 | 14.00 | 26-10-20 13:56 | 4 | 3 | Бразилецот го имаше своето деби во МотоГП на почетокот на 2026 година со сателитскиот тим ...a, а неговиот договор беше директно со Хонда.
0.20 | 2.90 | 14.00 | 26-10-20 13:56 | 9 | 9 | Истото важеше и за Мореира, кој има пристојна дебитантска сезона во МотоГП и веќе има еден...д себе – второ место во спринтот во Јапонија.
0.16 | 2.33 | 2.00 | 26-10-20 08:05 | 4 | 1 | Бразилецот потпиша повеќегодишен договор и ќе настапува како тимски колега на Фабио Кварта...пионатот преминува кон нови технички правила.
0.26 | 2.28 | 14.00 | 26-10-20 13:56 | 12 | 12 | Welcome onboard, David!
0.26 | 2.28 | 14.00 | 26-10-20 13:56 | 16 | 16 | Welcome to the factory team.
0.14 | 1.39 | 14.00 | 26-10-20 13:56 | 6 | 6 | It’s always 5 o’clock somewhere.
0.14 | 1.39 | 14.00 | 26-10-20 13:56 | 13 | 13 | Let’s enjoy the ride in #MotoGP!
0.04 | 0.47 | 14.00 | 26-10-20 13:56 | 17 | 17 | We are pleased to confirm Diogo Moreira will compete with the Honda HRC Castrol team as the 850cc era begins in @MotoGP in 2027.
0.00 | 0.00 | 14.00 | 26-10-20 13:56 | 7 | 7 | Welcome to the factory team We are pleased to confirm Diogo Moreira will compete with the ...m as the 850cc era begins in @MotoGP in 2027.
0.00 | 0.00 | 14.00 | 26-10-20 13:56 | 11 | 11 | 2027 destination: Honda LCR.