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
13.97
7.58
0.00/0.42
2.00
0.97
0.48
174.00
1.00
0.00
All clustering variants
Old ranking - len = 2
3 ■ 0.99/0.01 ■ 2 ■ 21.3
Best clustering variants
3 0.99/0.01 2 21.3
Parameters [7, 0.99, 0.01, 2] average weight 21.3 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 7 clusters
Cluster# (7)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
47.27
37.02
0.69/1.24
7.00
4.69
0.67
1924.00
5.29
11.06
0
37.74
30.84
0.11/0.90
4.00
3.44
0.86
670.00
10.75
8.69
3
7.84
12.75
0.00/0.45
2.00
2.00
1.00
76.00
7.00
1.00
1
7.61
15.13
0.00/0.25
2.00
1.60
0.80
438.00
11.50
2.25
5
5.88
12.04
0.00/0.45
2.00
2.00
1.00
62.00
8.00
9.00
2
4.58
11.40
0.00/0.20
2.00
1.49
0.75
157.00
8.50
0.25
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
43.00
7.00
0.00
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.69/1.24
47.27
37.02
7.00
4.69
0.67
1924.00
5.29
11.06
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
1.00 | 14.55 | 3.00 | 26-08-03 09:57 | 7 | 17 |
Американскиот претседател Доналд Трамп објави дека го освоил клупското и сениорското првен...mp National Golf Club Bedminster во Њу Џерси.
0.85 | 14.08 | 4.00 | 26-08-03 09:07 | 9 | 5 |
President Trump announces that he has won ANOTHER club championship at his Bedminster prop...олф-титули со години предизвикуваат полемики.
0.85 | 14.08 | 3.00 | 26-08-03 09:57 | 4 | 14 |
President Trump announces that he has won ANOTHER club championship at his Bedminster prop... National Golf Club Bedminster in New Jersey.
0.85 | 12.81 | 4.00 | 26-08-03 09:07 | 1 | 0 |
Американскиот претседател Доналд Трамп објави дека го освоил клупското и сениорското првен...mp National Golf Club Bedminster во Њу Џерси.
0.74 | 11.77 | 4.00 | 26-08-03 09:07 | 5 | 4 |
President Trump announces that he has won ANOTHER club championship at his … Американскиот...mp National Golf Club Bedminster во Њу Џерси.
0.25 | 3.62 | 4.00 | 26-08-03 09:07 | 10 | 6 |
Donald Trump allegedly just won the Senior Club Championship and the Super Senior Club Cha... National Golf Club Bedminster in New Jersey.
0.15 | 2.67 | 3.00 | 26-08-03 09:57 | 1 | 11 |
Американскиот претседател Доналд Трамп објави дека го освоил клупското и сениорското голф-...mp National Golf Club Bedminster во Њу Џерси.
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.11/0.90
37.74
30.84
4.00
3.44
0.86
670.00
10.75
8.69
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
1.00 | 15.99 | 2.00 | 26-08-03 09:07 | 12 | 8 |
pic.twitter.com/I5287m4O8g — Republicans against Trump (@RpsAgainstTrump) August 2, 2026 С...воени на терени што се во негова сопственост.
1.00 | 15.99 | 2.00 | 26-08-03 09:57 | 6 | 16 |
pic.twitter.com/I5287m4O8g Republicans against Trump (@RpsAgainstTrump) August 2, 2026 Спо...воени на терени што се во негова сопственост.
1.00 | 12.07 | 2.00 | 26-08-03 09:57 | 11 | 19 |
pic.twitter.com/I5287m4O8g Republicans against Trump (@RpsAgainstTrump).
0.44 | 5.27 | 2.00 | 26-08-03 09:07 | 14 | 10 |
pic.twitter.com/I5287m4O8g — Republicans against Trump (@RpsAgainstTrump).
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00/0.45
7.84
12.75
2.00
2.00
1.00
76.00
7.00
1.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
1.00 | 10.37 | 1.00 | 26-08-03 09:07 | 6 | 1 |
„Им благодарам на сите што учествуваа.
1.00 | 10.37 | 1.00 | 26-08-03 09:57 | 8 | 12 |
„Им благодарам на сите што учествуваа.
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.25
7.61
15.13
2.00
1.60
0.80
438.00
11.50
2.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
0.80 | 11.26 | 1.00 | 26-08-03 09:07 | 13 | 9 |
Threw a wedge in there to a foot to seal the win pic.twitter.com/GFkWD5sGOg — Fore Play (@...ugust 2, 2026 Another hard day at the office.
0.80 | 11.26 | 1.00 | 26-08-03 09:57 | 10 | 18 |
Threw a wedge in there to a foot to seal the win pic.twitter.com/GFkWD5sGOg Fore Play (@Fo...ат полемики . Another hard day at the office.
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.45
5.88
12.04
2.00
2.00
1.00
62.00
8.00
9.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
1.00 | 9.91 | 1.00 | 26-08-03 09:07 | 11 | 7 |
Another hard day at the office.
1.00 | 9.91 | 1.00 | 26-08-03 09:57 | 5 | 15 |
Another hard day at the office.
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.20
4.58
11.40
2.00
1.49
0.75
157.00
8.50
0.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
0.75 | 8.55 | 1.00 | 26-08-03 09:07 | 8 | 3 |
Јас го имам, тие немаат!“, напиша Трамп на Truth Social.
0.75 | 8.55 | 1.00 | 26-08-03 09:57 | 9 | 13 |
Победив со резултат 70. Тоа се вика талент . Јас го имам, тие немаат!“, напиша Трамп на Truth Social.
Sentence-cluster ID (count= 7)
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
43.00
7.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
0.00 | 0.00 | 1.00 | 26-08-03 09:07 | 7 | 2 |
Победив со резултат 70. Тоа се вика талент.
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
2
98.60
39.63
0.06/1.30
6.00
4.84
0.81
1359.00
8.67
10.22
1
18.75
25.23
3.11/1.65
12.00
4.74
0.40
1935.00
7.58
14.74
0
7.84
12.75
0.00/0.45
2.00
2.00
1.00
76.00
7.00
1.00
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
0.06/1.30
98.60
39.63
6.00
4.84
0.81
1359.00
8.67
10.22
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
0.85 | 14.08 | 3.00 | 26-08-03 09:07 | 9 | 5 |
President Trump announces that he has won ANOTHER club championship at his Bedminster prop...олф-титули со години предизвикуваат полемики.
0.85 | 14.08 | 3.00 | 26-08-03 09:57 | 4 | 14 |
President Trump announces that he has won ANOTHER club championship at his Bedminster prop... National Golf Club Bedminster in New Jersey.
0.86 | 13.77 | 3.00 | 26-08-03 09:57 | 10 | 18 |
Threw a wedge in there to a foot to seal the win pic.twitter.com/GFkWD5sGOg Fore Play (@Fo...ат полемики . Another hard day at the office.
0.80 | 11.26 | 3.00 | 26-08-03 09:07 | 13 | 9 |
Threw a wedge in there to a foot to seal the win pic.twitter.com/GFkWD5sGOg — Fore Play (@...ugust 2, 2026 Another hard day at the office.
1.00 | 9.91 | 3.00 | 26-08-03 09:57 | 5 | 15 |
Another hard day at the office.
0.49 | 4.75 | 3.00 | 26-08-03 09:07 | 11 | 7 |
Another hard day at the office.
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
3.11/1.65
18.75
25.23
12.00
4.74
0.40
1935.00
7.58
14.74
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
1.00 | 15.99 | 5.00 | 26-08-03 09:57 | 6 | 16 |
pic.twitter.com/I5287m4O8g Republicans against Trump (@RpsAgainstTrump) August 2, 2026 Спо...воени на терени што се во негова сопственост.
1.00 | 14.55 | 5.00 | 26-08-03 09:57 | 7 | 17 |
Американскиот претседател Доналд Трамп објави дека го освоил клупското и сениорското првен...mp National Golf Club Bedminster во Њу Џерси.
0.85 | 12.81 | 7.00 | 26-08-03 09:07 | 1 | 0 |
Американскиот претседател Доналд Трамп објави дека го освоил клупското и сениорското првен...mp National Golf Club Bedminster во Њу Џерси.
1.00 | 12.07 | 7.00 | 26-08-03 09:07 | 14 | 10 |
pic.twitter.com/I5287m4O8g — Republicans against Trump (@RpsAgainstTrump).
1.00 | 12.07 | 5.00 | 26-08-03 09:57 | 11 | 19 |
pic.twitter.com/I5287m4O8g Republicans against Trump (@RpsAgainstTrump).
0.25 | 3.89 | 7.00 | 26-08-03 09:07 | 12 | 8 |
pic.twitter.com/I5287m4O8g — Republicans against Trump (@RpsAgainstTrump) August 2, 2026 С...воени на терени што се во негова сопственост.
0.15 | 3.89 | 5.00 | 26-08-03 09:57 | 1 | 11 |
Американскиот претседател Доналд Трамп објави дека го освоил клупското и сениорското голф-...mp National Golf Club Bedminster во Њу Џерси.
0.24 | 3.76 | 7.00 | 26-08-03 09:07 | 5 | 4 |
President Trump announces that he has won ANOTHER club championship at his … Американскиот...mp National Golf Club Bedminster во Њу Џерси.
0.25 | 3.62 | 7.00 | 26-08-03 09:07 | 10 | 6 |
Donald Trump allegedly just won the Senior Club Championship and the Super Senior Club Cha... National Golf Club Bedminster in New Jersey.
0.00 | 0.00 | 7.00 | 26-08-03 09:07 | 7 | 2 |
Победив со резултат 70. Тоа се вика талент.
0.00 | 0.00 | 7.00 | 26-08-03 09:07 | 8 | 3 |
Јас го имам, тие немаат!“, напиша Трамп на Truth Social.
0.00 | 0.00 | 5.00 | 26-08-03 09:57 | 9 | 13 |
Победив со резултат 70. Тоа се вика талент . Јас го имам, тие немаат!“, напиша Трамп на Truth Social.
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
0.00/0.45
7.84
12.75
2.00
2.00
1.00
76.00
7.00
1.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id |
Text
1.00 | 10.37 | 1.00 | 26-08-03 09:07 | 6 | 1 |
„Им благодарам на сите што учествуваа.
1.00 | 10.37 | 1.00 | 26-08-03 09:57 | 8 | 12 |
„Им благодарам на сите што учествуваа.