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
2.03
0.29/0.00
2.00
0.26
0.13
168.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 0.0
Best clustering variants
2 0.99/0.01 2 0.0
Parameters [3, 0.99, 0.01, 2] average weight 0.0 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 3 clusters
Cluster# (3)
new weight
old weight
lower/upper
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
379.00
2.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
129.00
3.00
0.00
0
0.00
0.00
0.00/0.00
1.00
0.00
0.00
70.00
4.00
0.00
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
0.00/0.00
0.00
0.00
1.00
0.00
0.00
379.00
2.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-15 12:30 | 2 | 0 | ΠŸΡ€ΠΎΠΌΠ΅Ρ‚ΠΎΡ‚ Π²ΠΎ макСдонската ΠΈΠ½Π΄ΡƒΡΡ‚Ρ€ΠΈΡ˜Π° Π²ΠΎ август 2026 Π³ΠΎΠ΄ΠΈΠ½Π° Π±Π΅Π»Π΅ΠΆΠΈ пораст ΠΎΠ΄ 8,8 ΠΏΡ€ΠΎΡ†Π΅Π½Ρ‚ΠΈ Π²ΠΎ...Ρ€ΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈ, освСн Π΅Π½Π΅Ρ€Π³ΠΈΡ˜Π° Π·Π° 1.4 %, ΠšΠ°ΠΏΠΈΡ‚Π°Π»Π½ΠΈ.
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
0.00/0.00
0.00
0.00
1.00
0.00
0.00
129.00
3.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-14 10:34 | 3 | 1 | ΠžΡΡ‚Π°Π½Π°Ρ‚ΠΎ Π£Π²ΠΎΠ·Π½ΠΈΡ‚Π΅ Ρ†Π΅Π½ΠΈ Π½Π° Ρ€Π°Ρ„ΠΈΠ½ΠΈΡ€Π°Π½ΠΈΡ‚Π΅ Π½Π°Ρ„Ρ‚Π΅Π½ΠΈ ΠΏΡ€ΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈ порасналС Π·Π° 74,8%: Нов притисок Π²Ρ€Π· Ρ‚Ρ€ΠΎΡˆΠΎΡ†ΠΈΡ‚Π΅ Π½Π° макСдонскитС ΠΊΠΎΠΌΠΏΠ°Π½ΠΈΠΈ?
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
0.00/0.00
0.00
0.00
1.00
0.00
0.00
70.00
4.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-14 10:34 | 4 | 2 | ОбјавСно ΠΏΡ€Π΅Π΄ 1 час Π½Π° 14 ΠΎΠΊΡ‚ΠΎΠΌΠ²Ρ€ΠΈ, 2026 Share Tweet --> ΠœΠ°ΠΊΠ΅Π΄ΠΎΠ½ΡΠΊΠ°Ρ‚Π°.
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
0
0.00
1.39
0.40/0.00
2.00
0.15
0.07
449.00
3.00
1.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
129.00
3.00
0.00
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
0.40/0.00
0.00
1.39
2.00
0.15
0.07
449.00
3.00
1.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.15 | 1.81 | 1.00 | 26-10-15 12:30 | 2 | 0 | ΠŸΡ€ΠΎΠΌΠ΅Ρ‚ΠΎΡ‚ Π²ΠΎ макСдонската ΠΈΠ½Π΄ΡƒΡΡ‚Ρ€ΠΈΡ˜Π° Π²ΠΎ август 2026 Π³ΠΎΠ΄ΠΈΠ½Π° Π±Π΅Π»Π΅ΠΆΠΈ пораст ΠΎΠ΄ 8,8 ΠΏΡ€ΠΎΡ†Π΅Π½Ρ‚ΠΈ Π²ΠΎ...Ρ€ΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈ, освСн Π΅Π½Π΅Ρ€Π³ΠΈΡ˜Π° Π·Π° 1.4 %, ΠšΠ°ΠΏΠΈΡ‚Π°Π»Π½ΠΈ.
0.15 | 1.81 | 1.00 | 26-10-14 10:34 | 4 | 2 | ОбјавСно ΠΏΡ€Π΅Π΄ 1 час Π½Π° 14 ΠΎΠΊΡ‚ΠΎΠΌΠ²Ρ€ΠΈ, 2026 Share Tweet --> ΠœΠ°ΠΊΠ΅Π΄ΠΎΠ½ΡΠΊΠ°Ρ‚Π°.
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
0.00/0.00
0.00
0.00
1.00
0.00
0.00
129.00
3.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-14 10:34 | 3 | 1 | ΠžΡΡ‚Π°Π½Π°Ρ‚ΠΎ Π£Π²ΠΎΠ·Π½ΠΈΡ‚Π΅ Ρ†Π΅Π½ΠΈ Π½Π° Ρ€Π°Ρ„ΠΈΠ½ΠΈΡ€Π°Π½ΠΈΡ‚Π΅ Π½Π°Ρ„Ρ‚Π΅Π½ΠΈ ΠΏΡ€ΠΎΠΈΠ·Π²ΠΎΠ΄ΠΈ порасналС Π·Π° 74,8%: Нов притисок Π²Ρ€Π· Ρ‚Ρ€ΠΎΡˆΠΎΡ†ΠΈΡ‚Π΅ Π½Π° макСдонскитС ΠΊΠΎΠΌΠΏΠ°Π½ΠΈΠΈ?